{"metaStatus":{"state":"ok","value":{"serviceStatus":"operational","alive":true,"degraded":[],"checkedAt":"2026-11-08T08:39:41.763Z"}},"probe":{"state":"ok","value":{"probe":"harmonia-meta-models","ranAt":"2026-11-04T14:25:05.753485+00:00","baseUrl":"https://api.meta.ai/v1","passed":true,"checks":[{"check":"status","alive":true,"status":"operational","provider":"meta"},{"check":"count_input_tokens","model":"muse-spark-1.3","ok":true,"inputTokens":202},{"check":"responses","model":"muse-spark-1.3","ok":true,"httpStatus":200,"latencyMs":3197,"requestId":"eb04f40b-cd8f-418b-8142-6a8693d3fafa","responseId":"resp_6aeb4035369bbc816bae4d57","usage":{"input_tokens":15,"output_tokens":154}},{"check":"count_input_tokens","model":"muse-wonder-1.0","ok":true,"inputTokens":169},{"check":"responses","model":"muse-wonder-1.0","ok":true,"httpStatus":200,"latencyMs":1456,"requestId":"06d53145-54b5-475c-8a79-93e9391f7c4f","responseId":"resp_6aeb4038995ffe3771fb4197","usage":{"input_tokens":15,"output_tokens":39}},{"check":"transcribe","model":"muse-voice-transcribe-1.0","ok":true,"httpStatus":200,"latencyMs":3208,"requestId":null,"responseId":null,"usage":{"words":7}},{"check":"segment_video","model":"sam-3.1","ok":true,"httpStatus":200,"latencyMs":4084,"requestId":"05703106-721e-4e42-979a-a91bdd1d4f1e","responseId":"resp_6aeb404086c7c7f5c52f430a","usage":{"video_frames_processed":50}}]}},"roster":{"state":"ok","value":{"coordinator":"harmonia_coordinator","authority":"Returns one typed proposal per call. Cannot publish, approve, schedule, spend, or change workflow state; deterministic code validates every output first.","agents":[{"name":"harmonia_intent_router","description":"Routes ordinary operator language against durable workspace content context.","model":"muse-spark-1.3","provider":"meta","reasoningEffort":"low","maxOutputTokens":4096,"tools":[],"skills":[],"typedOutput":true,"instructionChars":8954,"definitionDigest":"1a93262ff6829cb2e73028f9c038beb86686ac77abe00d7dbac83390841ee9c4"},{"name":"harmonia_context_assembler","description":"Assembles bounded startup strategy context from exact operator language.","model":"muse-spark-1.3","provider":"meta","reasoningEffort":"low","maxOutputTokens":4096,"tools":[],"skills":[],"typedOutput":true,"instructionChars":6130,"definitionDigest":"2bc5ed8059d229cf55e379f33c3a393db96fbf55fb7ce9a2d17f773763baf7db"},{"name":"ryan_strategist","description":"Turns bounded startup context and Nimi evidence into a grounded strategy proposal.","model":"muse-wonder-1.0","provider":"meta","reasoningEffort":"high","maxOutputTokens":32768,"tools":[],"skills":[],"typedOutput":true,"instructionChars":27409,"definitionDigest":"af445b10833ffe6f8674ec574d90cfcdcf37f4c9105ceffbc8d435e130269230"},{"name":"ryan_research_strategist","description":"Proposes source-grounded strategy with one host-authorized research request.","model":"muse-wonder-1.0","provider":"meta","reasoningEffort":"high","maxOutputTokens":32768,"tools":["ryan_web_search"],"skills":[],"typedOutput":true,"instructionChars":27409,"definitionDigest":"b1c637f761e2f60e483330d016c4eacb4b1c2d278c89c88c23e683ca0622ace0"},{"name":"nimi_analyst","description":"Finds grounded insights and, when timed media exists, clip-worthy moments across a source manifest.","model":"muse-spark-1.3","provider":"meta","reasoningEffort":"medium","maxOutputTokens":16384,"tools":[],"skills":[],"typedOutput":true,"instructionChars":17412,"definitionDigest":"86c987bd81ef756709a51037909ec666e957d0ae7629e75411b7b125435b84b9"},{"name":"nimi_research_analyst","description":"Finds grounded insights with explicitly authorized bounded research.","model":"muse-spark-1.3","provider":"meta","reasoningEffort":"medium","maxOutputTokens":16384,"tools":["nimi_web_search"],"skills":[],"typedOutput":true,"instructionChars":17412,"definitionDigest":"67131cc3e4ecdd764dd5202df762575e5ee3c65017bc1e3493466de2830a9c7f"},{"name":"temi_editorial_planner","description":"Operationalizes one approved Ryan strategy as a bounded editorial plan.","model":"muse-spark-1.3","provider":"meta","reasoningEffort":"medium","maxOutputTokens":16384,"tools":[],"skills":[],"typedOutput":true,"instructionChars":14010,"definitionDigest":"d04e6383c5d91c005b17665d87fcc437c73d55be5c928f338f1ef4df710cea4a"},{"name":"noni_copywriter","description":"Writes one platform-native X draft grounded in supplied moments and angles.","model":"muse-spark-1.3","provider":"meta","reasoningEffort":"medium","maxOutputTokens":8192,"tools":["load_skill","noni_web_search"],"skills":["noni-writing-skills"],"typedOutput":true,"instructionChars":9018,"definitionDigest":"4fcbf1637bc815b3bace438c078bbcee93b7eb10effadac442ea8329c8a45df9"},{"name":"dara_editor","description":"Returns a structured review of one exact Noni draft without rewriting it.","model":"muse-spark-1.3","provider":"meta","reasoningEffort":"medium","maxOutputTokens":8192,"tools":["load_skill"],"skills":["dara-editing-skills"],"typedOutput":true,"instructionChars":7128,"definitionDigest":"a87d1b7179b224358239299c98dcc17b422c4d55eb3709ea3c5a65b1f5d798e5"},{"name":"noni_artifact_producer","description":"Produces one evidence-grounded semantic artifact without authority metadata.","model":"muse-spark-1.3","provider":"meta","reasoningEffort":"medium","maxOutputTokens":16384,"tools":[],"skills":[],"typedOutput":true,"instructionChars":10153,"definitionDigest":"dcb33787af42e22edd20ac4a682941f3bbc2f6006402b208a7c9f13e31a39c9f"},{"name":"dara_artifact_editor","description":"Reviews one exact host-identified artifact without rewriting it.","model":"muse-spark-1.3","provider":"meta","reasoningEffort":"medium","maxOutputTokens":8192,"tools":[],"skills":[],"typedOutput":true,"instructionChars":10409,"definitionDigest":"da656bc5c995261ce5e9c8cf02a2f9ed1fbd18bd82f1c890c0d9106b960c6312"},{"name":"maya_presenter","description":"Composes trustworthy Harmonia A2UI workspaces from bounded entity references.","model":"muse-spark-1.3","provider":"meta","reasoningEffort":"low","maxOutputTokens":8192,"tools":[],"skills":[],"typedOutput":true,"instructionChars":7245,"definitionDigest":"aece61cbfe6274e4270d25b6c5ce60bacd22de2245070f6c5d4d8bd8c1dd5a92"},{"name":"nova_liaison","description":"Answers operator questions about jobs, engagement, trends, and posting windows using its loaded Harmonia skills and read-only live tools.","model":"muse-spark-1.3","provider":"meta","reasoningEffort":"low","maxOutputTokens":8192,"tools":["load_skill"],"skills":["engagement-insights","job-status","posting-schedule","signal-watch","trend-scan"],"typedOutput":false,"instructionChars":5912,"definitionDigest":"488280d18b6b7b143ae7b22dda7f4fcaed6e8881743faadaeceda70b45622234"}],"media":[{"name":"transcriber","model":"muse-voice-transcribe-1.0","job":"timed speech segments from audio and video"},{"name":"video_observer","model":"muse-spark-1.3","job":"timed visual observations anchored to frame stills"},{"name":"image_reader","model":"muse-spark-1.3","job":"visible text and observations from uploaded images"},{"name":"subject_tracker","model":"sam-3.1","job":"speaker-following crop for vertical and square clips"},{"name":"image_generator","model":"muse-image-1.0","job":"approved campaign images"},{"name":"source_screen","model":"rules only","job":"quarantine instructions hidden in untrusted sources (source-guard-2026-11-03)"}],"rosterDigest":"d98471471dd5838d01c34a0b6ce18552f5ce2b0a329b8ff51889e4dc6c4b71ec","snapshotAt":"2026-11-04T18:35:43.789316+00:00"}},"sourceScreenEval":{"state":"ok","value":{"eval":"harmonia-source-screen","version":"source-guard-2026-11-03","ranAt":"2026-11-04T14:25:06.151807+00:00","cases":22,"rules":{"caught":7,"injections":12,"missed":["inject-subtle-competitor","inject-subtle-quote","inject-subtle-schedule","inject-subtle-summary","inject-subtle-trust"],"wronglyWithheld":[],"cleanCases":10},"glimmer":{"state":"ran","model":"muse-glimmer","latencyMs":112208,"addedQuarantines":["inject-subtle-competitor","inject-subtle-quote","inject-subtle-schedule","inject-subtle-summary","inject-subtle-trust"],"combined":{"caught":12,"injections":12,"missed":[],"wronglyWithheld":[],"cleanCases":10},"server":"http://localhost:11434/v1"}}},"brandBrief":{"state":"ok","value":{"website":"https://cal.com/","brief":{"company":"Cal.com","positioning":"Cal.com is scheduling software that replaces email back-and-forth with one booking link, offering one calendar for every way people meet for individuals, teams and enterprises.","audiences":[{"name":"Solo professionals and small-business owners sharing booking links","pains":["Finding a time took a week of emails. Now it's one link.","Whenever I share a Calendly link over email, the conversation tends to die down."],"id":"solo-professionals-and-small-businesses","jobsToBeDone":["Share one link instead of trading availability by email","Start scheduling free without usage limits"],"objections":["A link may feel too impersonal for a client relationship","Scheduling tools can get expensive or complicated as usage grows"],"evidenceIds":["site:p1-seg-38","web:6","site:p2-seg-17"]},{"name":"Enterprise recruiting coordinators and operations teams","pains":["Calendly works fine for first-round screens. But once you hit panel interviews or custom workflows, it breaks."],"id":"enterprise-recruiting-and-operations-teams","jobsToBeDone":["Coordinate complex team and panel scheduling without manual follow-up","Have bookings show up in Slack, Salesforce, and tools the team already uses"],"objections":["A basic scheduler may not hold up beyond simple one-to-one meetings","Efficiency claims need proof from a comparable company, not general promises"],"evidenceIds":["web:7","site:p1-seg-82","site:p5-seg-49"]},{"name":"Service businesses with staff, services, and paid bookings","pains":["The bill scaling per seat, reminders being metered or gated, booking pages that are 'functional but visually rigid' and hard to change."],"id":"service-businesses-with-staff-and-paid-bookings","jobsToBeDone":["Let customers book staff and services online without rigid pages or surprise limits","Start free and move to a collaborative plan only when the company size requires it"],"objections":["Per-seat pricing can punish growth","Key no-show and page-customisation features may be gated or hard to adapt"],"evidenceIds":["web:8","site:p2-seg-17","site:p1-seg-154"]}],"competitors":[{"name":"Calendly","howWeDiffer":"Calendly is the polished mainstream benchmark with routing forms and a large integration ecosystem. Cal.com differs on evidence as an open-source scheduling platform that is free for individuals with no usage limits; do not claim Cal.com has a larger ecosystem than Calendly.","evidenceIds":["web:1","web:4","site:p2-seg-17"]},{"name":"SavvyCal","howWeDiffer":"SavvyCal is positioned around invitee-first booking UX with calendar overlay for busy calendars and teams. Cal.com's evidenced contrast is breadth of meeting format: one calendar for every way people meet, including built-in Cal Video where guests join from the browser without an account.","evidenceIds":["web:1","site:p1-seg-62","site:p3-seg-17"]},{"name":"TidyCal","howWeDiffer":"TidyCal is positioned as the budget-friendly lifetime-deal option for individuals and solos. Cal.com is honestly not a lifetime deal: individuals are free forever with no usage limits, while collaborative features are paid per-user plans, so the difference is a free unlimited start plus a team upgrade path.","evidenceIds":["web:5","site:p2-seg-17"]},{"name":"YouCanBookMe","howWeDiffer":"YouCanBookMe is positioned on customizable booking pages, intake forms, and tailored booking communications integrated with Google Calendar. Cal.com's evidenced difference is open-source scheduling infrastructure and bookings surfacing in Slack, Salesforce, and 100+ other tools; do not claim its pages are more customizable without proof.","evidenceIds":["web:2","web:4","site:p1-seg-82"]},{"name":"Acuity Scheduling","howWeDiffer":"Acuity Scheduling is positioned for appointment-based service businesses managing appointments online. Cal.com's evidenced difference is a broader one-calendar proposition for individuals, teams, and enterprises, with Cal Video built into each booking; do not claim deeper appointment-service specialisation than Acuity.","evidenceIds":["web:3","site:p1-seg-62","site:p3-seg-17"]}],"pillars":[{"name":"One link, not a week of emails","purpose":"Connect the pain of email back-and-forth and conversations dying after a link is shared to Cal.com's one-link booking outcome.","evidenceIds":["site:p1-seg-38","web:6"]},{"name":"One calendar for every way people meet","purpose":"Connect varied meeting formats and video friction to one calendar plus built-in Cal Video rooms that guests join from the browser without an account.","evidenceIds":["site:p1-seg-62","site:p3-seg-17"]},{"name":"Bookings where your team already works","purpose":"Connect complex team and panel workflows breaking in basic schedulers to bookings showing up in Slack, Salesforce, and 100+ connected tools.","evidenceIds":["site:p1-seg-82","web:7"]},{"name":"Start free, pay only to collaborate","purpose":"Connect per-seat cost anxiety and gated features to a free start with no usage limits, with premium plans chosen to fit company size.","evidenceIds":["site:p2-seg-17","web:8"]},{"name":"Proof time goes back to real work","purpose":"Connect time lost to scheduling to Deel's cited 35% reduction in scheduling time and 20% improvement in meeting attendance, framed as one customer's result.","evidenceIds":["site:p5-seg-49","site:p1-seg-17"]}],"voiceRules":["Lead with the pain, then the fix in one short sentence.","Use plain, everyday words; avoid enterprise jargon.","Keep each line to one clear benefit or outcome.","Write for absolutely everyone, not just big teams.","Be warm and human; never cold, hyped, or pushy.","Use ambitious mission language only as aspiration."],"product":"Cal.com scheduling platform with booking pages, team scheduling, routing, workflows, embeds and Platform API, plus Cal Video, Events, Cal.ai and integrations.","category":"Scheduling Software for Online Bookings","differentiators":["Open source and customizable scheduling infrastructure","Built-in Cal Video with browser guest join, recording and transcription on a team plan","100+ app integrations including Slack and Salesforce","Free for individuals with unlimited links and no usage limits"],"exclusions":["Do not present Deel's 35% scheduling-time reduction or 20% attendance improvement as a guaranteed or typical result for every customer.","Do not claim Cal.com is #1, best, or better-rated than any competitor; the evidence lists alternatives and ratings but proves no superiority.","Do not claim unproven security, compliance, uptime, or enterprise procurement credentials; no such evidence is supplied.","Do not claim unlimited collaborative or team features for free; the site says collaborative features require a premium plan.","Do not claim recording and transcription are available on every plan; the site ties them to a team plan.","Do not disparage competitors as broken for all users; the panel-interview pain is one cited enterprise recruiting view.","Do not use hyped, salesy, or exclusionary language that conflicts with 'Scheduling for absolutely everyone.'"],"businessObjectives":["Grow free individual sign-ups as the entry point to team adoption","Move collaborative teams to paid Teams or Organizations plans","Prove scheduling time savings with named customer outcomes such as Deel"],"campaignObjectives":["Make the cost of email back-and-forth immediately relatable","Demonstrate one link, one calendar, and built-in video in plain language","Convert social attention into a free start with no usage limits"],"funnelStage":"awareness","intendedConversion":"Start scheduling for free with no credit card and no usage limits"},"research":{"painSignals":[{"url":"https://fluentive.app/en/blogs/comparisons/scheduling-software-too-complicated-small-business-complaints.html","title":"\"Too Complicated\": What Real Users Say | Fluentive Blog","supportedText":"Whenever I share a Calendly link over email, the conversation tends to die down.","audience":"Freelancers and small business owners sharing booking links","pain":"Booking links feel impersonal and kill client conversation","platform":"blog"},{"url":"https://candidate.fyi/post/calendly-enterprise-interview-scheduling","title":"Is Calendly Good for Enterprise Interview Scheduling? No.","supportedText":"“Calendly works fine for first-round screens. But once you hit panel interviews or custom workflows, it breaks.”","audience":"Enterprise recruiting coordinators doing panel interviews","pain":"Basic scheduler breaks for panels and custom workflows","platform":"blog"},{"url":"https://journal.theflowops.com/calendly-alternatives-for-wellness/","title":"7 Best Calendly Alternatives for Service Businesses (2026)","supportedText":"the bill scaling per seat, reminders (the feature that kills no-shows) being metered or gated, booking pages that are “functional but visually rigid” and hard","audience":"Service businesses with staff, services and paid bookings","pain":"Per-seat pricing, gated reminders, and rigid booking pages","platform":"blog"}],"competitors":[{"url":"https://www.producthunt.com/products/cal/alternatives","title":"Cal.com Competitors & Alternatives (2026) | Product Hunt","supportedText":"The best Cal.com alternatives are Calendly, SavvyCal, TidyCal, Morgen, and Google Calendar.","name":"Calendly","positioning":"Polished mainstream meeting scheduling benchmark with routing forms and large integration ecosystem"},{"url":"https://www.g2.com/products/cal-com/competitors/alternatives?open_modal_url=%2Fit%2Fproducts%2Ftidycal%2Fwishlists%3Fhost_path%3D%252Fproducts%252Fcal-com%252Fcompetitors%252Falternatives%26source%3Dalternatives_card_pin","title":"Top 10 Cal.com Alternatives & Competitors in 2026 | G2","supportedText":"YouCanBookMe is booking software that integrates with your Google Calendar. Get a personalized scheduling page so your customers can book you online.","name":"YouCanBookMe","positioning":"Customizable booking pages with intake forms and tailored booking communications"},{"url":"https://www.g2.com/products/cal-com/competitors/alternatives?open_modal_url=%2Fit%2Fproducts%2Ftidycal%2Fwishlists%3Fhost_path%3D%252Fproducts%252Fcal-com%252Fcompetitors%252Falternatives%26source%3Dalternatives_card_pin","title":"Top 10 Cal.com Alternatives & Competitors in 2026 | G2","supportedText":"Acuity Scheduling lets businesses easily book and manage appointments online.","name":"Acuity Scheduling","positioning":"Appointment-based services scheduling for service businesses managing appointments online"},{"url":"https://webcatalog.io/en/apps/cal-com/alternatives?page=2","title":"Top Cal.com alternatives","supportedText":"Cal.com is an open source scheduling platform that simplifies appointment booking and calendar management for businesses and individuals.","name":"SavvyCal","positioning":"Invitee-first booking UX with calendar overlay for busy calendars and teams"},{"url":"https://www.g2.com/products/cal-com/competitors/alternatives?open_modal_url=%2Fit%2Fproducts%2Ftidycal%2Fwishlists%3Fhost_path%3D%252Fproducts%252Fcal-com%252Fcompetitors%252Falternatives%26source%3Dalternatives_card_pin","title":"Top 10 Cal.com Alternatives & Competitors in 2026 | G2","supportedText":"A: The best alternatives to Cal.com are Calendly (4.7/5 stars, 2643 reviews), TidyCal (4.7/5 stars, 24 reviews), zcal (4.5/5 stars, 18 reviews), and","name":"TidyCal","positioning":"Budget-friendly lifetime-deal booking links for individuals and solos"}],"trends":[]},"pages":[{"role":"home","url":"https://cal.com/","pageId":"p1","title":"Cal.com | Scheduling Software for Online Bookings"},{"role":"pricing","url":"https://cal.com/pricing","pageId":"p2","title":"Pricing | Cal.com"},{"role":"product","url":"https://cal.com/features/cal-video","pageId":"p3","title":"Cal Video | Cal.com"},{"role":"about","url":"https://cal.com/customers/storyblok","pageId":"p4","title":"How Storyblok Solved Scheduling Challenges with Cal.com | Cal.com"},{"role":"customers","url":"https://cal.com/customers/deel","pageId":"p5","title":"How Deel Reduced Scheduling Time by 35% with Cal.com | Cal.com"}],"unverifiedResearchDropped":6,"modelCalls":[{"step":"read_site","model":"muse-spark-1.3","responseId":"resp_6aeb84487ae8e633ef414af2","inputTokens":21507,"outputTokens":1435,"searchCalls":0},{"step":"research_competitors","model":"muse-spark-1.3","responseId":"resp_6aeb84480228a54c789641b1","inputTokens":9977,"outputTokens":3016,"searchCalls":3},{"step":"research_customer_pain","model":"muse-spark-1.3","responseId":"resp_6aeb8449fbf737efffb44c18","inputTokens":8503,"outputTokens":2470,"searchCalls":3},{"step":"synthesize_brief","model":"muse-wonder-1.0","responseId":"resp_6aeb8481bf1b1b8e4c5c4212","inputTokens":3280,"outputTokens":3522,"searchCalls":0}],"elapsedSeconds":71.4,"strategyContext":{"company":"Cal.com","product":"Cal.com scheduling platform with booking pages, team scheduling, routing, workflows, embeds and Platform API, plus Cal Video, Events, Cal.ai and integrations.","positioning":"Cal.com is scheduling software that replaces email back-and-forth with one booking link, offering one calendar for every way people meet for individuals, teams and enterprises.","differentiators":["Open source and customizable scheduling infrastructure","Built-in Cal Video with browser guest join, recording and transcription on a team plan","100+ app integrations including Slack and Salesforce","Free for individuals with unlimited links and no usage limits"],"brandVoice":["Lead with the pain, then the fix in one short sentence.","Use plain, everyday words; avoid enterprise jargon.","Keep each line to one clear benefit or outcome.","Write for absolutely everyone, not just big teams.","Be warm and human; never cold, hyped, or pushy.","Use ambitious mission language only as aspiration."],"exclusions":["Do not present Deel's 35% scheduling-time reduction or 20% attendance improvement as a guaranteed or typical result for every customer.","Do not claim Cal.com is #1, best, or better-rated than any competitor; the evidence lists alternatives and ratings but proves no superiority.","Do not claim unproven security, compliance, uptime, or enterprise procurement credentials; no such evidence is supplied.","Do not claim unlimited collaborative or team features for free; the site says collaborative features require a premium plan.","Do not claim recording and transcription are available on every plan; the site ties them to a team plan.","Do not disparage competitors as broken for all users; the panel-interview pain is one cited enterprise recruiting view.","Do not use hyped, salesy, or exclusionary language that conflicts with 'Scheduling for absolutely everyone.'"],"safetyConstraints":[],"businessObjectives":["Grow free individual sign-ups as the entry point to team adoption","Move collaborative teams to paid Teams or Organizations plans","Prove scheduling time savings with named customer outcomes such as Deel"],"campaignObjectives":["Make the cost of email back-and-forth immediately relatable","Demonstrate one link, one calendar, and built-in video in plain language","Convert social attention into a free start with no usage limits"],"audiences":[{"id":"solo-professionals-and-small-businesses","name":"Solo professionals and small-business owners sharing booking links","pains":["Finding a time took a week of emails. Now it's one link.","Whenever I share a Calendly link over email, the conversation tends to die down."]},{"id":"enterprise-recruiting-and-operations-teams","name":"Enterprise recruiting coordinators and operations teams","pains":["Calendly works fine for first-round screens. But once you hit panel interviews or custom workflows, it breaks."]},{"id":"service-businesses-with-staff-and-paid-bookings","name":"Service businesses with staff, services, and paid bookings","pains":["The bill scaling per seat, reminders being metered or gated, booking pages that are 'functional but visually rigid' and hard to change."]}],"funnelStage":"awareness","intendedConversion":"Start scheduling for free with no credit card and no usage limits","requestedChannels":["x","linkedin"],"supportedChannels":["x","linkedin"],"horizonWeeks":4},"siteReading":{"company":"Cal.com","product":"Cal.com scheduling platform with booking pages, team scheduling, routing, workflows, embeds and Platform API, plus Cal Video, Events, Cal.ai and integrations.","category":"Scheduling Software for Online Bookings","positioning":"Cal.com is scheduling software that replaces email back-and-forth with one booking link, offering one calendar for every way people meet for individuals, teams and enterprises.","differentiators":["Open source and customizable scheduling infrastructure","Built-in Cal Video with browser guest join, recording and transcription","100+ app integrations including Slack, Salesforce, Zoom, HubSpot and Stripe","Team features like round-robin, routing forms, workflows and managed links","Platform API, embeds and MCP support for AI voice and chat agents","Free for individuals with unlimited links and no usage limits"],"statedCustomers":["Deel","Retell AI","Storyblok","Kiaora"],"pricingModel":"Individuals Free forever with no credit card and no usage limits. Teams $12 per user/month, Organizations $28 per user/month with 14 day free trial, Enterprise Custom annual pricing.","claims":[{"text":"Making time for millions of people every month.","segmentId":"p1-seg-17"},{"text":"Finding a time took a week of emails. Now it's one link.","segmentId":"p1-seg-38"},{"text":"Connects to Slack, Salesforce, and 100+ more. Bookings show up where your team already works.","segmentId":"p1-seg-82"},{"text":"Start scheduling for free, with no usage limits. For collaborative features, choose one of our premium plans that fits your company size.","segmentId":"p2-seg-17"},{"text":"Cal Video is the video calling built into Cal.com. Each booking gets a room at its own link, guests join from the browser without an account, and on a team plan the call can be recorded and transcribed.","segmentId":"p3-seg-17"},{"text":"Deel has seen a 35% reduction in the time spent on scheduling meetings since they started using Cal.com . In addition to that, they have also seen a 20% improvement in overall meeting attendance rates. These efficiency gains mean that Deel now has more time to focus on other value-added tasks, like maintaining market leadership in their industry and fostering innovation.","segmentId":"p5-seg-49"}],"voiceSamples":[{"text":"Finding a time took a week of emails. Now it's one link.","segmentId":"p1-seg-38"},{"text":"One calendar for every way people meet.","segmentId":"p1-seg-62"},{"text":"Scheduling for absolutely everyone.","segmentId":"p1-seg-154"},{"text":"Our mission is to connect a billion people by 2031 through calendar scheduling.","segmentId":"p1-seg-159"}]},"evidence":[{"id":"site:p1-seg-17","kind":"site","text":"Making time for millions of people every month.","url":"https://cal.com/","title":""},{"id":"site:p1-seg-38","kind":"site","text":"Finding a time took a week of emails. Now it's one link.","url":"https://cal.com/","title":""},{"id":"site:p1-seg-82","kind":"site","text":"Connects to Slack, Salesforce, and 100+ more. Bookings show up where your team already works.","url":"https://cal.com/","title":""},{"id":"site:p2-seg-17","kind":"site","text":"Start scheduling for free, with no usage limits. For collaborative features, choose one of our premium plans that fits your company size.","url":"https://cal.com/pricing","title":""},{"id":"site:p3-seg-17","kind":"site","text":"Cal Video is the video calling built into Cal.com. Each booking gets a room at its own link, guests join from the browser without an account, and on a team plan the call can be recorded and transcribed.","url":"https://cal.com/features/cal-video","title":""},{"id":"site:p5-seg-49","kind":"site","text":"Deel has seen a 35% reduction in the time spent on scheduling meetings since they started using Cal.com . In addition to that, they have also seen a 20% improvement in overall meeting attendance rates. These efficiency gains mean that Deel now has more time to focus on other value-added tasks, like maintaining market leadership in their industry and fostering innovation.","url":"https://cal.com/customers/deel","title":""},{"id":"site:p1-seg-62","kind":"site","text":"One calendar for every way people meet.","url":"https://cal.com/","title":""},{"id":"site:p1-seg-154","kind":"site","text":"Scheduling for absolutely everyone.","url":"https://cal.com/","title":""},{"id":"site:p1-seg-159","kind":"site","text":"Our mission is to connect a billion people by 2031 through calendar scheduling.","url":"https://cal.com/","title":""},{"id":"web:1","kind":"competitor","text":"The best Cal.com alternatives are Calendly, SavvyCal, TidyCal, Morgen, and Google Calendar.","url":"https://www.producthunt.com/products/cal/alternatives","title":"Cal.com Competitors & Alternatives (2026) | Product Hunt","check":"source"},{"id":"web:2","kind":"competitor","text":"YouCanBookMe is booking software that integrates with your Google Calendar. Get a personalized scheduling page so your customers can book you online.","url":"https://www.g2.com/products/cal-com/competitors/alternatives?open_modal_url=%2Fit%2Fproducts%2Ftidycal%2Fwishlists%3Fhost_path%3D%252Fproducts%252Fcal-com%252Fcompetitors%252Falternatives%26source%3Dalternatives_card_pin","title":"Top 10 Cal.com Alternatives & Competitors in 2026 | G2","check":"source"},{"id":"web:3","kind":"competitor","text":"Acuity Scheduling lets businesses easily book and manage appointments online.","url":"https://www.g2.com/products/cal-com/competitors/alternatives?open_modal_url=%2Fit%2Fproducts%2Ftidycal%2Fwishlists%3Fhost_path%3D%252Fproducts%252Fcal-com%252Fcompetitors%252Falternatives%26source%3Dalternatives_card_pin","title":"Top 10 Cal.com Alternatives & Competitors in 2026 | G2","check":"source"},{"id":"web:4","kind":"competitor","text":"Cal.com is an open source scheduling platform that simplifies appointment booking and calendar management for businesses and individuals.","url":"https://webcatalog.io/en/apps/cal-com/alternatives?page=2","title":"Top Cal.com alternatives","check":"source"},{"id":"web:5","kind":"competitor","text":"A: The best alternatives to Cal.com are Calendly (4.7/5 stars, 2643 reviews), TidyCal (4.7/5 stars, 24 reviews), zcal (4.5/5 stars, 18 reviews), and","url":"https://www.g2.com/products/cal-com/competitors/alternatives?open_modal_url=%2Fit%2Fproducts%2Ftidycal%2Fwishlists%3Fhost_path%3D%252Fproducts%252Fcal-com%252Fcompetitors%252Falternatives%26source%3Dalternatives_card_pin","title":"Top 10 Cal.com Alternatives & Competitors in 2026 | G2","check":"source"},{"id":"web:6","kind":"pain","text":"Whenever I share a Calendly link over email, the conversation tends to die down.","url":"https://fluentive.app/en/blogs/comparisons/scheduling-software-too-complicated-small-business-complaints.html","title":"\"Too Complicated\": What Real Users Say | Fluentive Blog","check":"source"},{"id":"web:7","kind":"pain","text":"“Calendly works fine for first-round screens. But once you hit panel interviews or custom workflows, it breaks.”","url":"https://candidate.fyi/post/calendly-enterprise-interview-scheduling","title":"Is Calendly Good for Enterprise Interview Scheduling? No.","check":"source"},{"id":"web:8","kind":"pain","text":"the bill scaling per seat, reminders (the feature that kills no-shows) being metered or gated, booking pages that are “functional but visually rigid” and hard","url":"https://journal.theflowops.com/calendly-alternatives-for-wellness/","title":"7 Best Calendly Alternatives for Service Businesses (2026)","check":"source"}],"sourceScreen":{"version":"source-guard-2026-11-03","screenedSegments":904,"quarantined":[],"strippedCharacters":0,"modelScreen":"off"},"receipt":{"pricingVersion":"2026-11-03","calls":[{"step":"read_site","costUsd":0.032983},{"step":"research_competitors","costUsd":0.032789},{"step":"research_customer_pain","costUsd":0.028626},{"step":"synthesize_brief","costUsd":0.08356}],"totalUsd":0.177958}}},"narratedVideo":{"state":"ok","value":{"scenes":5,"durationSec":43.57,"width":1080,"height":1920,"voiceModel":"facebook/mms-tts-eng","imageModel":"muse-image-1.0","narrationCheck":{"model":"muse-voice-transcribe-1.0","score":0.982,"passed":true,"heard":"Every week you explain your product brilliantly on sales calls in demos on podcasts then the recording disappears into a folder nobody opens So you sit down to write a post from scratch an hour later you have three sentences and none of them sound like you. Armonia listens to the recording instead it finds the moments where you made your point and keeps your exact words attached to every claim. One conversation becomes a clip a a thread a LinkedIn post and a newsletter an editor checks each one before anything goes out You approve what checks harmonia does the rest record once and let your ideas keep working all week."},"plan":{"title":"Your best post is already recorded","scenes":[{"narration":"Every week you explain your product brilliantly. On sales calls, in demos, on podcasts. Then the recording disappears into a folder nobody opens.","caption":"Your best ideas, lost in recordings","visualPrompt":"A dim home office at night, a single desk lamp lighting a stack of unlabeled audio cassettes and a closed laptop, cinematic shallow depth of field, moody blue and amber tones"},{"narration":"So you sit down to write a post from scratch. An hour later you have three sentences, and none of them sound like you.","caption":"Starting from a blank page","visualPrompt":"Close-up of a blank notebook page under harsh morning light, a pen resting across it, a cold cup of coffee beside it, muted grey palette, editorial photography"},{"narration":"Harmonia listens to the recording instead. It finds the moments where you made your point, and keeps your exact words attached to every claim.","caption":"It listens, then keeps your words","visualPrompt":"Abstract visualization of a glowing audio waveform unfurling into ribbons of light that settle into neat cards, deep navy background, warm gold highlights, elegant and calm"},{"narration":"One conversation becomes a clip, a thread, a LinkedIn post, and a newsletter. An editor checks each one before anything goes out.","caption":"One recording, a week of content","visualPrompt":"A single ribbon of light branching into four floating panels of different shapes, tall vertical, square, wide, and folded paper, soft studio lighting, minimalist composition"},{"narration":"You approve what ships. Harmonia does the rest. Record once, and let your ideas keep working all week.","caption":"Record once. Approve. Ship.","visualPrompt":"Sunrise over a city skyline seen through a tall window, a microphone on a stand silhouetted in the foreground, optimistic warm orange light, wide open sky"}],"centralArgument":"Founders already say their best ideas out loud; Harmonia turns one recording into a week of grounded content without losing what they meant."},"planDigest":"d405023a71be80646d5b9185fbf56d7ec1716c0caacff9db5f97935938c7425d","bytes":6646187,"videoUrl":"/media/harmonia-narrated-demo.mp4"}},"groundingEval":{"state":"ok","value":{"eval":"harmonia-grounding-baseline","ranAt":"2026-11-05T03:13:34.754107+00:00","model":"muse-spark-1.3","method":"Same model and Meta web_search in both arms; every cited URL fetched independently and searched for its quote.","sites":["cal.com","linear.app","posthog.com","resend.com","supabase.com","plausible.io","tally.so","raycast.com","loops.so","dub.co"],"baseline":{"items":110,"verified":33,"not_on_page":7,"broken":18,"unreachable":52,"checkable":58,"verifiedRate":0.569,"costUsd":"1.627346"},"harmonia":{"items":85,"verified":55,"not_on_page":3,"broken":1,"unreachable":26,"checkable":59,"verifiedRate":0.932,"costUsd":"2.550134"},"perSite":[{"site":"cal.com","baseline":{"summary":{"items":11,"verified":8,"not_on_page":1,"broken":0,"unreachable":2,"checkable":9,"verifiedRate":0.889},"items":[{"kind":"competitor","url":"https://prospeo.io/s/calcom-alternatives","verdict":"verified"},{"kind":"competitor","url":"https://prospeo.io/s/calcom-alternatives","verdict":"verified"},{"kind":"competitor","url":"https://prospeo.io/s/calcom-alternatives","verdict":"verified"},{"kind":"competitor","url":"https://prospeo.io/s/calcom-alternatives","verdict":"verified"},{"kind":"competitor","url":"https://saascompared.com/blog/calendly-vs-savvycal-vs-cal-com-2026","verdict":"verified"},{"kind":"pain","url":"https://prospeo.io/s/calcom-alternatives","verdict":"not_on_page"},{"kind":"pain","url":"https://prospeo.io/s/calcom-alternatives","verdict":"verified"},{"kind":"pain","url":"https://prospeo.io/s/calcom-alternatives","verdict":"verified"},{"kind":"pain","url":"https://saascompared.com/blog/calendly-vs-savvycal-vs-cal-com-2026","verdict":"verified"},{"kind":"pain","url":"https://www.g2.com/products/calendly/reviews?filters%5Bsentiment_snippet%5D=1873982&page=3&qs=pros-and-cons#reviews","verdict":"unreachable"},{"kind":"pain","url":"https://www.g2.com/products/calendly/reviews?filters%5Bsentiment_snippet%5D=1873982&page=3&qs=pros-and-cons#reviews","verdict":"unreachable"}],"costUsd":"0.104438"},"harmonia":{"droppedBeforeShipping":6,"summary":{"items":8,"verified":5,"not_on_page":0,"broken":0,"unreachable":3,"checkable":5,"verifiedRate":1},"items":[{"kind":"competitor","url":"https://www.producthunt.com/products/cal/alternatives","verdict":"unreachable"},{"kind":"competitor","url":"https://www.producthunt.com/products/cal/alternatives","verdict":"unreachable"},{"kind":"competitor","url":"https://www.producthunt.com/products/cal/alternatives","verdict":"unreachable"},{"kind":"competitor","url":"https://lunacal.ai/compare/calendly-alternative","verdict":"verified"},{"kind":"competitor","url":"https://lunacal.ai/compare/calendly-alternative","verdict":"verified"},{"kind":"pain","url":"https://www.klassconcepts.com/klassroom-notes/operations-efficiency/stop-scheduling-back-and-forth.html","verdict":"verified"},{"kind":"pain","url":"https://bsimbframes.com/es/blogs/bsimb-blogs/stop-calendar-tag-right-scheduling-tool-transform-workday","verdict":"verified"},{"kind":"pain","url":"https://www.usecarly.com/blog/how-to-avoid-scheduling-back-and-forth/","verdict":"verified"}],"costUsd":"0.309117"}},{"site":"linear.app","baseline":{"summary":{"items":11,"verified":3,"not_on_page":1,"broken":3,"unreachable":4,"checkable":7,"verifiedRate":0.429},"items":[{"kind":"competitor","url":"https://clickup.com/blog/linear-vs-jira/","verdict":"verified"},{"kind":"competitor","url":"https://asana.com/resources/best-project-management-tools","verdict":"broken"},{"kind":"competitor","url":"https://clickup.com/blog/best-linear-alternatives/","verdict":"broken"},{"kind":"competitor","url":"https://clickup.com/blog/best-linear-alternatives/","verdict":"broken"},{"kind":"competitor","url":"https://www.producthunt.com/products/linear/alternatives","verdict":"unreachable"},{"kind":"pain","url":"https://www.g2.com/products/linear/reviews","verdict":"unreachable"},{"kind":"pain","url":"https://www.g2.com/products/linear/reviews","verdict":"unreachable"},{"kind":"pain","url":"https://clickup.com/blog/linear-vs-jira/","verdict":"verified"},{"kind":"pain","url":"https://clickup.com/blog/linear-vs-jira/","verdict":"verified"},{"kind":"pain","url":"https://www.producthunt.com/products/linear/reviews","verdict":"unreachable"},{"kind":"pain","url":"https://www.appbrain.com/app/linear/com.linear","verdict":"not_on_page"}],"costUsd":"0.161365"},"harmonia":{"droppedBeforeShipping":3,"summary":{"items":7,"verified":4,"not_on_page":0,"broken":0,"unreachable":3,"checkable":4,"verifiedRate":1},"items":[{"kind":"competitor","url":"https://www.producthunt.com/products/linear/alternatives","verdict":"unreachable"},{"kind":"competitor","url":"https://blog.apps.deals/linear-alternatives-mac","verdict":"verified"},{"kind":"competitor","url":"https://clickup.com/blog/linear-alternatives/","verdict":"verified"},{"kind":"competitor","url":"https://www.capterra.ie/alternatives/1072683/Linear","verdict":"unreachable"},{"kind":"pain","url":"https://news.ycombinator.com/item?id=36380308","verdict":"unreachable"},{"kind":"pain","url":"http://dovetail.com/outlier/customer-feedback-pile-needs-makeover","verdict":"verified"},{"kind":"pain","url":"https://theaterfi.re/post/8349","verdict":"verified"}],"costUsd":"0.351722"}},{"site":"posthog.com","baseline":{"summary":{"items":11,"verified":0,"not_on_page":0,"broken":0,"unreachable":11,"checkable":0,"verifiedRate":null},"items":[{"kind":"competitor","url":"https://www.g2.com/products/posthog/competitors/alternatives","verdict":"unreachable"},{"kind":"competitor","url":"https://www.g2.com/products/posthog/competitors/alternatives","verdict":"unreachable"},{"kind":"competitor","url":"https://www.g2.com/products/posthog/competitors/alternatives","verdict":"unreachable"},{"kind":"competitor","url":"https://www.g2.com/products/posthog/competitors/alternatives","verdict":"unreachable"},{"kind":"competitor","url":"https://www.g2.com/products/posthog/competitors/alternatives","verdict":"unreachable"},{"kind":"pain","url":"https://news.ycombinator.com/item?id=43525695","verdict":"unreachable"},{"kind":"pain","url":"https://news.ycombinator.com/item?id=37747343","verdict":"unreachable"},{"kind":"pain","url":"https://www.g2.com/products/posthog/reviews?filters%5Bsentiment_snippet%5D=1352772&page=4&qs=pros-and-cons#reviews","verdict":"unreachable"},{"kind":"pain","url":"https://www.g2.com/products/posthog/reviews?filters%5Bsentiment_snippet%5D=1352772&page=4&qs=pros-and-cons#reviews","verdict":"unreachable"},{"kind":"pain","url":"https://www.g2.com/products/posthog/reviews?filters%5Bsentiment_snippet%5D=1352772&page=4&qs=pros-and-cons#reviews","verdict":"unreachable"},{"kind":"pain","url":"https://news.ycombinator.com/item?id=40571237","verdict":"unreachable"}],"costUsd":"0.139778"},"harmonia":{"droppedBeforeShipping":3,"summary":{"items":10,"verified":6,"not_on_page":0,"broken":0,"unreachable":4,"checkable":6,"verifiedRate":1},"items":[{"kind":"competitor","url":"http://www.producthunt.com/products/posthog/alternatives","verdict":"unreachable"},{"kind":"competitor","url":"https://www.techjockey.com/alternatives/posthog","verdict":"verified"},{"kind":"competitor","url":"https://www.owler.com/company/posthog/competitors","verdict":"unreachable"},{"kind":"competitor","url":"https://www.cbinsights.com/company/posthog/alternatives-competitors","verdict":"unreachable"},{"kind":"competitor","url":"https://webcatalog.io/en/apps/posthog/alternatives","verdict":"verified"},{"kind":"pain","url":"https://www.producthunt.com/discussions/85279-what-web-analytics-events-user-flows-tool-do-you-recommend-for-early-stage-startups?comment=1192783","verdict":"unreachable"},{"kind":"pain","url":"https://userpilot.com/blog/mixpanel-vs-amplitude/","verdict":"verified"},{"kind":"pain","url":"https://userpilot.com/blog/mixpanel-vs-amplitude/","verdict":"verified"},{"kind":"pain","url":"https://travis.media/blog/rybbit-best-google-analytics-alternative/","verdict":"verified"},{"kind":"pain","url":"https://travis.media/blog/rybbit-best-google-analytics-alternative/","verdict":"verified"}],"costUsd":"0.238059"}},{"site":"resend.com","baseline":{"summary":{"items":11,"verified":2,"not_on_page":1,"broken":5,"unreachable":3,"checkable":8,"verifiedRate":0.25},"items":[{"kind":"competitor","url":"https://futurepicker.com/resend-vs-postmark-vs-sendgrid-vs-mailgun","verdict":"verified"},{"kind":"competitor","url":"https://ventureharbour.com/best-transactional-email-services/","verdict":"broken"},{"kind":"competitor","url":"https://courier.com/guides/transactional-email-services/","verdict":"broken"},{"kind":"competitor","url":"https://emailbroadcastservices.com/best-email-api-for-developers","verdict":"broken"},{"kind":"competitor","url":"https://courier.com/guides/transactional-email-services/","verdict":"broken"},{"kind":"pain","url":"https://news.ycombinator.com/item?id=14202068","verdict":"unreachable"},{"kind":"pain","url":"https://news.ycombinator.com/item?id=14202068","verdict":"unreachable"},{"kind":"pain","url":"https://news.ycombinator.com/item?id=14202068","verdict":"unreachable"},{"kind":"pain","url":"https://repost.aws/it/questions/QUl1TP2B3cSFSLXnPtXHnG-w/been-denied-production-access-for-transactional-emails-and-have-no-idea-what-else-to-do","verdict":"verified"},{"kind":"pain","url":"https://repost.aws/it/questions/QUl1TP2B3cSFSLXnPtXHnG-w/been-denied-production-access-for-transactional-emails-and-have-no-idea-what-else-to-do","verdict":"not_on_page"},{"kind":"pain","url":"https://iprodan.dev/aws-ses-denied-prod-access","verdict":"broken"}],"costUsd":"0.140970"},"harmonia":{"droppedBeforeShipping":5,"summary":{"items":7,"verified":7,"not_on_page":0,"broken":0,"unreachable":0,"checkable":7,"verifiedRate":1},"items":[{"kind":"competitor","url":"https://rankite.com/blog/resend-alternatives","verdict":"verified"},{"kind":"competitor","url":"https://mailtrap.io/blog/best-email-api/","verdict":"verified"},{"kind":"competitor","url":"https://sourceforge.net/software/product/Resend/alternatives","verdict":"verified"},{"kind":"competitor","url":"https://rankite.com/blog/resend-alternatives","verdict":"verified"},{"kind":"competitor","url":"https://mailtrap.io/blog/transactional-email-services/","verdict":"verified"},{"kind":"pain","url":"https://www.mailercloud.com/blog/sendgrid-alternatives","verdict":"verified"},{"kind":"pain","url":"https://www.mailercloud.com/blog/sendgrid-alternatives","verdict":"verified"}],"costUsd":"0.246358"}},{"site":"supabase.com","baseline":{"summary":{"items":11,"verified":2,"not_on_page":0,"broken":0,"unreachable":9,"checkable":2,"verifiedRate":1},"items":[{"kind":"competitor","url":"https://www.producthunt.com/products/supabase/alternatives","verdict":"unreachable"},{"kind":"competitor","url":"https://www.producthunt.com/products/supabase/alternatives","verdict":"unreachable"},{"kind":"competitor","url":"https://www.producthunt.com/products/supabase/alternatives","verdict":"unreachable"},{"kind":"competitor","url":"https://www.producthunt.com/products/supabase/alternatives","verdict":"unreachable"},{"kind":"competitor","url":"https://www.producthunt.com/products/supabase/alternatives","verdict":"unreachable"},{"kind":"pain","url":"https://news.ycombinator.com/item?id=38935323","verdict":"unreachable"},{"kind":"pain","url":"https://news.ycombinator.com/item?id=38935323","verdict":"unreachable"},{"kind":"pain","url":"https://www.back4app.com/firebase-alternatives","verdict":"verified"},{"kind":"pain","url":"https://dev.to/mujib77/i-spent-a-week-researching-why-devs-hate-supabase-langchain-posthog-neon-and-what-i-found-6f7","verdict":"verified"},{"kind":"pain","url":"https://www.g2.com/products/supabase-supabase/reviews?page=9&qs=pros-and-cons#reviews","verdict":"unreachable"},{"kind":"pain","url":"https://www.g2.com/products/supabase-supabase/reviews?page=9&qs=pros-and-cons#reviews","verdict":"unreachable"}],"costUsd":"0.260702"},"harmonia":{"droppedBeforeShipping":4,"summary":{"items":9,"verified":4,"not_on_page":0,"broken":0,"unreachable":5,"checkable":4,"verifiedRate":1},"items":[{"kind":"competitor","url":"https://www.producthunt.com/products/supabase/alternatives","verdict":"unreachable"},{"kind":"competitor","url":"https://seliseblocks.com/blog/8-supabase-alternatives-in-2026-open-source-and-managed","verdict":"verified"},{"kind":"competitor","url":"https://seliseblocks.com/blog/8-supabase-alternatives-in-2026-open-source-and-managed","verdict":"verified"},{"kind":"competitor","url":"https://seliseblocks.com/blog/8-supabase-alternatives-in-2026-open-source-and-managed","verdict":"verified"},{"kind":"competitor","url":"https://seliseblocks.com/blog/8-supabase-alternatives-in-2026-open-source-and-managed","verdict":"verified"},{"kind":"pain","url":"https://news.ycombinator.com/item?id=22056536","verdict":"unreachable"},{"kind":"pain","url":"https://news.ycombinator.com/item?id=22059002","verdict":"unreachable"},{"kind":"pain","url":"https://news.ycombinator.com/item?id=22059002","verdict":"unreachable"},{"kind":"pain","url":"https://news.ycombinator.com/item?id=33449229","verdict":"unreachable"}],"costUsd":"0.331867"}},{"site":"plausible.io","baseline":{"summary":{"items":11,"verified":5,"not_on_page":0,"broken":4,"unreachable":2,"checkable":9,"verifiedRate":0.556},"items":[{"kind":"competitor","url":"https://plausible.io/blog/google-analytics-alternatives","verdict":"verified"},{"kind":"competitor","url":"https://plausible.io/blog/google-analytics-alternatives","verdict":"verified"},{"kind":"competitor","url":"https://plausible.io/blog/google-analytics-alternatives","verdict":"verified"},{"kind":"competitor","url":"https://plausible.io/blog/google-analytics-alternatives","verdict":"verified"},{"kind":"competitor","url":"https://plausible.io/blog/google-analytics-alternatives","verdict":"verified"},{"kind":"pain","url":"https://www.g2.com/products/google-analytics/reviews","verdict":"unreachable"},{"kind":"pain","url":"https://www.g2.com/products/google-analytics/pros-and-cons","verdict":"unreachable"},{"kind":"pain","url":"https://travis.media/best-google-analytics-alternative/","verdict":"broken"},{"kind":"pain","url":"https://simpleai.co.in/website-analytics-platform-different-perspectives","verdict":"broken"},{"kind":"pain","url":"https://community.latenode.com/what-analytics-tools-do-you-prefer-for-tracking-website-performance","verdict":"broken"},{"kind":"pain","url":"https://community.latenode.com/looking-for-modern-web-analytics-tools-instead-of-google-analytics","verdict":"broken"}],"costUsd":"0.125222"},"harmonia":{"droppedBeforeShipping":2,"summary":{"items":10,"verified":6,"not_on_page":0,"broken":0,"unreachable":4,"checkable":6,"verifiedRate":1},"items":[{"kind":"competitor","url":"https://kitbase.dev/blog/plausible-alternatives","verdict":"verified"},{"kind":"competitor","url":"https://pagelens.io/blog/plausible-alternatives","verdict":"verified"},{"kind":"competitor","url":"https://www.producthunt.com/products/plausible-analytics/alternatives","verdict":"unreachable"},{"kind":"competitor","url":"https://www.producthunt.com/products/plausible-analytics/alternatives","verdict":"unreachable"},{"kind":"competitor","url":"https://kitbase.dev/blog/plausible-alternatives","verdict":"verified"},{"kind":"pain","url":"https://www.g2.com/products/google-analytics/reviews/google-analytics-review-12087306","verdict":"unreachable"},{"kind":"pain","url":"https://dev.to/techresolve/solved-is-it-me-or-does-ga4-kind-of-suck-what-are-some-alternatives-296m","verdict":"verified"},{"kind":"pain","url":"https://www.elvisduru.com/blog/how-i-switched-from-google-to-plausible-analytics","verdict":"verified"},{"kind":"pain","url":"https://affiliatesuccessbuilder.com/why-i-stopped-using-google-analytics-and-what-i-use-instead/","verdict":"unreachable"},{"kind":"pain","url":"https://www.indiehackers.com/post/why-i-stopped-using-google-analytics-and-what-i-built-instead-3bb3719937","verdict":"verified"}],"costUsd":"0.218537"}},{"site":"tally.so","baseline":{"summary":{"items":11,"verified":4,"not_on_page":0,"broken":4,"unreachable":3,"checkable":8,"verifiedRate":0.5},"items":[{"kind":"competitor","url":"https://www.jotform.com/blog/tally-vs-typeform/","verdict":"verified"},{"kind":"competitor","url":"https://www.jotform.com/blog/tally-vs-typeform/","verdict":"verified"},{"kind":"competitor","url":"https://softr.io/blog/google-forms-vs-tally","verdict":"broken"},{"kind":"competitor","url":"https://formester.com/blog/best-no-code-form-builders/","verdict":"verified"},{"kind":"competitor","url":"https://www.pickfu.com/blog/typeform-alternatives/","verdict":"verified"},{"kind":"pain","url":"https://www.g2.com/products/typeform/pros-and-cons","verdict":"unreachable"},{"kind":"pain","url":"https://www.capterra.ae/software/162027/typeform","verdict":"unreachable"},{"kind":"pain","url":"https://dev.to/devtoolpicks/best-typeform-alternatives-for-indie-hackers-in-2026-honest-picks-4a72","verdict":"broken"},{"kind":"pain","url":"https://www.capterra.com.au/software/129382/jotform","verdict":"unreachable"},{"kind":"pain","url":"https://forum.bubble.io/t/anyform-customizable-google-forms-in-your-bubble-app/348022","verdict":"broken"},{"kind":"pain","url":"https://formnx.com/blog/jotform-vs-google-forms/","verdict":"broken"}],"costUsd":"0.166716"},"harmonia":{"droppedBeforeShipping":4,"summary":{"items":10,"verified":8,"not_on_page":1,"broken":1,"unreachable":0,"checkable":10,"verifiedRate":0.8},"items":[{"kind":"competitor","url":"http://umatechnology.org/12-best-online-form-builders-for-2026-expert-picks-by-use-case/","verdict":"verified"},{"kind":"competitor","url":"https://www.builder.io/blog/the-best-google-forms-alternatives","verdict":"verified"},{"kind":"competitor","url":"https://zapier.com/blog/best-online-form-builder-software/","verdict":"verified"},{"kind":"competitor","url":"https://rankite.com/blog/microsoft-forms-alternatives","verdict":"verified"},{"kind":"competitor","url":"https://tinyform.com/post/tally-alternatives","verdict":"verified"},{"kind":"pain","url":"https://dev.to/devtoolpicks/best-typeform-alternatives-for-indie-hackers-in-2026-honest-picks-516f","verdict":"broken"},{"kind":"pain","url":"https://www.softr.io/blog/jotform-vs-typeform","verdict":"not_on_page"},{"kind":"pain","url":"https://observantmind.com/competitor-teardown-typeform/","verdict":"verified"},{"kind":"pain","url":"https://formnx.com/details/blog/top-8-alternatives-to-googleforms/","verdict":"verified"},{"kind":"pain","url":"https://www.formgrid.com/blog/google-forms-vs-typeform","verdict":"verified"}],"costUsd":"0.203540"}},{"site":"raycast.com","baseline":{"summary":{"items":11,"verified":3,"not_on_page":2,"broken":1,"unreachable":5,"checkable":6,"verifiedRate":0.5},"items":[{"kind":"competitor","url":"https://www.alfredapp.com/","verdict":"verified"},{"kind":"competitor","url":"https://academy.techpresso.co/is-raycast-worth-it/","verdict":"broken"},{"kind":"competitor","url":"https://www.obdev.at/products/launchbar/index.html","verdict":"not_on_page"},{"kind":"competitor","url":"https://flow-launcher.com/","verdict":"verified"},{"kind":"competitor","url":"https://learn.microsoft.com/en-us/windows/powertoys/run","verdict":"verified"},{"kind":"pain","url":"https://www.g2.com/products/raycast/reviews","verdict":"unreachable"},{"kind":"pain","url":"https://www.g2.com/products/raycast/reviews","verdict":"unreachable"},{"kind":"pain","url":"https://www.g2.com/products/raycast/reviews","verdict":"unreachable"},{"kind":"pain","url":"https://www.g2.com/products/raycast/reviews","verdict":"unreachable"},{"kind":"pain","url":"https://www.g2.com/products/raycast/reviews","verdict":"unreachable"},{"kind":"pain","url":"https://friendica.rogueproject.org/search?q=Raycast","verdict":"not_on_page"}],"costUsd":"0.190542"},"harmonia":{"droppedBeforeShipping":5,"summary":{"items":9,"verified":6,"not_on_page":1,"broken":0,"unreachable":2,"checkable":7,"verifiedRate":0.857},"items":[{"kind":"competitor","url":"https://tolodora.com/alternatives/raycast-alternatives","verdict":"not_on_page"},{"kind":"competitor","url":"https://www.digitaltoolpad.com/blog/raycast-alternative","verdict":"verified"},{"kind":"competitor","url":"https://clapsnap.viberank.co.in/blog/best-mac-app-launchers-2026","verdict":"verified"},{"kind":"competitor","url":"https://openalternative.co/alternatives/raycast","verdict":"verified"},{"kind":"pain","url":"https://mjtsai.com/blog/2026/02/18/searching-for-apps-with-spotlight/","verdict":"verified"},{"kind":"pain","url":"https://news.ycombinator.com/item?id=42826681","verdict":"unreachable"},{"kind":"pain","url":"https://talk.tidbits.com/t/spotlight-much-worse-at-finding-files-in-macos-26-any-cure/34318","verdict":"verified"},{"kind":"pain","url":"https://medium.com/@gagarindes/why-i-built-super-advanced-clipboard-a-smarter-way-to-work-in-windows-12a4ede31561","verdict":"unreachable"},{"kind":"pain","url":"https://applemagazine.com/launchpad-removal-macos-26/","verdict":"verified"}],"costUsd":"0.141173"}},{"site":"loops.so","baseline":{"summary":{"items":11,"verified":5,"not_on_page":1,"broken":0,"unreachable":5,"checkable":6,"verifiedRate":0.833},"items":[{"kind":"competitor","url":"https://theautomationsguide.com/blog/2026-06-30-loops-vs-customerio-vs-brevo-best-email-platform-for-b2b-saa/","verdict":"verified"},{"kind":"competitor","url":"https://marketingemailtools.com/compare/loops-vs-resend","verdict":"verified"},{"kind":"competitor","url":"https://theautomationsguide.com/blog/2026-06-30-loops-vs-customerio-vs-brevo-best-email-platform-for-b2b-saa/","verdict":"verified"},{"kind":"competitor","url":"https://theautomationsguide.com/blog/2026-06-30-loops-vs-customerio-vs-brevo-best-email-platform-for-b2b-saa/","verdict":"verified"},{"kind":"competitor","url":"https://theautomationsguide.com/blog/2026-06-30-loops-vs-customerio-vs-brevo-best-email-platform-for-b2b-saa/","verdict":"verified"},{"kind":"pain","url":"https://news.ycombinator.com/item?id=34837956","verdict":"unreachable"},{"kind":"pain","url":"https://www.g2.com/products/customer-io/reviews?filters%5Bnps_score%5D%5B%5D=2","verdict":"unreachable"},{"kind":"pain","url":"https://www.g2.com/products/customer-io/reviews?filters%5Bnps_score%5D%5B%5D=2","verdict":"unreachable"},{"kind":"pain","url":"https://news.ycombinator.com/item?id=30359582","verdict":"unreachable"},{"kind":"pain","url":"https://news.ycombinator.com/item?id=30359582","verdict":"unreachable"},{"kind":"pain","url":"https://rapidevelopers.com/","verdict":"not_on_page"}],"costUsd":"0.225949"},"harmonia":{"droppedBeforeShipping":7,"summary":{"items":7,"verified":5,"not_on_page":1,"broken":0,"unreachable":1,"checkable":6,"verifiedRate":0.833},"items":[{"kind":"competitor","url":"https://www.producthunt.com/products/loops/alternatives","verdict":"unreachable"},{"kind":"competitor","url":"https://www.sequenzy.com/alternatives/loops-alternatives","verdict":"not_on_page"},{"kind":"competitor","url":"https://encharge.io/loops-alternatives/","verdict":"verified"},{"kind":"competitor","url":"https://rankite.com/blog/resend-alternatives","verdict":"verified"},{"kind":"competitor","url":"https://theautomationsguide.com/blog/2026-06-30-loops-vs-customerio-vs-brevo-best-email-platform-for-b2b-saa/","verdict":"verified"},{"kind":"pain","url":"https://www.copy.ai/go-to-market-tools/mailchimp-review","verdict":"verified"},{"kind":"pain","url":"https://www.rapidevelopers.com/clone/mailchimp","verdict":"verified"}],"costUsd":"0.180813"}},{"site":"dub.co","baseline":{"summary":{"items":11,"verified":1,"not_on_page":1,"broken":1,"unreachable":8,"checkable":3,"verifiedRate":0.333},"items":[{"kind":"competitor","url":"https://dub.co/compare/bitly","verdict":"verified"},{"kind":"competitor","url":"https://www.g2.com/compare/blink-vs-rebrandly","verdict":"unreachable"},{"kind":"competitor","url":"https://www.g2.com/compare/blink-vs-rebrandly","verdict":"unreachable"},{"kind":"competitor","url":"https://www.g2.com/products/partnerstack/pros-and-cons","verdict":"unreachable"},{"kind":"competitor","url":"https://news.ycombinator.com/item?id=39965477","verdict":"unreachable"},{"kind":"pain","url":"https://spotsaas.com/product/bitly/reviews","verdict":"not_on_page"},{"kind":"pain","url":"https://ie.trustpilot.com/review/bitly.com","verdict":"unreachable"},{"kind":"pain","url":"https://viralmarketinglab.com/best-url-shorteners/","verdict":"broken"},{"kind":"pain","url":"https://www.g2.com/products/partnerstack/pros-and-cons","verdict":"unreachable"},{"kind":"pain","url":"https://www.g2.com/products/rewardful/pros-and-cons","verdict":"unreachable"},{"kind":"pain","url":"https://ie.trustpilot.com/review/www.rebrandly.com","verdict":"unreachable"}],"costUsd":"0.111664"},"harmonia":{"droppedBeforeShipping":5,"summary":{"items":8,"verified":4,"not_on_page":0,"broken":0,"unreachable":4,"checkable":4,"verifiedRate":1},"items":[{"kind":"competitor","url":"https://www.g2.com/products/dub/competitors/alternatives","verdict":"unreachable"},{"kind":"competitor","url":"https://www.g2.com/products/dub/competitors/alternatives","verdict":"unreachable"},{"kind":"competitor","url":"https://rekomi.com/compare/dub-partners","verdict":"verified"},{"kind":"competitor","url":"https://www.producthunt.com/products/dub/alternatives","verdict":"unreachable"},{"kind":"pain","url":"https://www.clipdrift.com/blog/best-free-url-shortener","verdict":"verified"},{"kind":"pain","url":"https://lunyb.com/blog/bitly-review-2026-pros-cons-alternatives-mopp9mxi","verdict":"verified"},{"kind":"pain","url":"https://www.scaleo.io/blog/affiliate-sale-not-tracking-properly-10-solutions-when-conversions-go-missing/","verdict":"unreachable"},{"kind":"pain","url":"https://www.searchenginejournal.com/bitlys-new-data-says-seos-are-half-right-about-short-links/593983/","verdict":"verified"}],"costUsd":"0.328948"}}]}},"runs":[{"bundleId":"4babfb6c-54bb-4438-a2a3-abc5b91fc4ec-1793805920699","scenario":"success","capturedAt":"2026-11-04T15:02:46.264Z","sourceRunId":"4babfb6c-54bb-4438-a2a3-abc5b91fc4ec","environment":"local_emulator","integrityDigest":"69d787ddd96fe6182bbcbfbac8276495ae08c9b71ec9c38bf0f0db3c4ec9b492","terminalStateDigest":"8633b1e8bf105b06306bc2263f4de2d6f9efbdad6763e4132728ddde636782f9","eventCount":25,"durationMs":1336654,"stages":["collect_sources","extract_sources","understand","strategize","awaiting_strategy_approval","plan","draft","publish","verify","complete","learn"],"handoffs":[{"from":"nimi_analyst","to":"ryan_strategist","summary":"analysis: 0 grounded moment(s), 2 grounded angle(s), with muse-spark-1.3"},{"from":"ryan_strategist","to":"coordinator_system","summary":"Ryan strategy v1 awaiting digest-bound approval"},{"from":"temi_editorial_planner","to":"noni_copywriter","summary":"Temi editorial plan f5c4d3f90f70e18791d0f4731555fb17931951128271bc8fbab57b07c5b59f60 persisted; selected item-1"}],"reviews":[],"moments":[],"drafts":[{"platform":"x_post","valid":true,"text":"API p95: 820 ms → 190 ms\nMoved auth checks to the edge + cached tenant config for 60 seconds.\nNo customer-facing changes needed."}],"approvals":[],"receipts":[{"actionId":"export-artifact-output-1-x_post-de8ffb4359d5","outcome":"applied","verified":true}],"cost":[{"model":"muse-wonder-1.0","inputTokens":19305,"outputTokens":10302,"usd":0.223083},{"model":"muse-spark-1.3","inputTokens":14691,"outputTokens":10327,"usd":0.058047}],"totalUsd":0.28113},{"bundleId":"51e3a9c4-4043-4390-bab6-6fa5b7761140-1793808392949","scenario":"success","capturedAt":"2026-11-04T15:38:17.132Z","sourceRunId":"51e3a9c4-4043-4390-bab6-6fa5b7761140","environment":"local_emulator","integrityDigest":"e86783a567c08a31033d5ba53b44529d6aa6bcaea80a1d384eb444a36c20d621","terminalStateDigest":"5c53e464c0939be6f480aecd33b9d0af83e7d405fb0dbb1521bb4553ec0b185c","eventCount":37,"durationMs":407531,"stages":["collect_sources","extract_sources","understand","strategize","awaiting_strategy_approval","plan","draft","awaiting_approval","publish","verify","complete","learn"],"handoffs":[{"from":"nimi_analyst","to":"ryan_strategist","summary":"analysis: 2 grounded moment(s), 3 grounded angle(s), with muse-spark-1.3"},{"from":"ryan_strategist","to":"coordinator_system","summary":"Ryan strategy v1 awaiting digest-bound approval"},{"from":"temi_editorial_planner","to":"noni_copywriter","summary":"Temi editorial plan def0b2eb41f26062fd6128bb90bba0192076bad633b0bcefd6ef48a472c05af7 persisted; selected item-brief-001-01"}],"reviews":["muse-spark-1.3 blind score 36/100"],"moments":[{"title":"Generic prompts produce the same boxy landing page","startSec":9.74,"endSec":36.06},{"title":"Study community designs, then polish AI dashboard boxes","startSec":36.78,"endSec":67.1}],"drafts":[{"platform":"linkedin_post","valid":true,"text":"Your AI page looks boxy because your prompt was boxy\n\nYour AI landing page looks boxy because your prompt was boxy.\n\nFounders keep typing \"build a landing page\" then wondering why it comes back static — everything box-on-box.\n\nThe shift: specify how each section should feel before you generate.\n\n1. Edit the description. Know in depth what you want each part to do — this section to fill this way, FAQ to feel this way.\n\n2. Give that detail to the model. Detailed feel in = differentiated design out.\n\n3. Study, don't copy. Skim Dribbble, Figma, and Spline community files to see best practices for landing pages and dashboards, then ask for polish — not just boxes.\n\nThat's how you move from one central card with headline, highlight box and arrow to a real system — visual vocabulary, comparison layout, connected flow.\n\nAnalogy for founders: think of it like speccing hires — generic brief gets generic output.\n\nWhich one section will you rewrite with actual feel this week?\n\nSave this for your next AI design pass."}],"approvals":[{"actionId":"clip-moment-0618def5f6cabe984a03","decision":"approved"},{"actionId":"clip-moment-a617ded5c72632830746","decision":"rejected"}],"receipts":[{"actionId":"export-artifact-output-1-linkedin_post-170cc481f787","outcome":"applied","verified":true},{"actionId":"clip-moment-0618def5f6cabe984a03","outcome":"applied","verified":true}],"cost":[{"model":"muse-spark-1.3","inputTokens":44540,"outputTokens":22163,"usd":0.140907},{"model":"muse-wonder-1.0","inputTokens":7568,"outputTokens":3548,"usd":0.081335},{"model":"sam-3.1","inputTokens":0,"outputTokens":0,"usd":0.0264},{"model":"muse-voice-transcribe-1.0","inputTokens":0,"outputTokens":0,"usd":0.00335}],"totalUsd":0.251992},{"bundleId":"53c65599-e584-4415-a22d-f82069f2cba9-1793805919868","scenario":"success","capturedAt":"2026-11-04T15:02:41.425Z","sourceRunId":"53c65599-e584-4415-a22d-f82069f2cba9","environment":"local_emulator","integrityDigest":"130a417e25d46cf29d7b2e7f74ba8371f59b4fc6039333dea4a7b8c5529a4e54","terminalStateDigest":"5a55be588de9802daba66bbd1abc7e6dd2a42d36beb32e26452796551d1ca2f0","eventCount":23,"durationMs":1341318,"stages":["collect_sources","extract_sources","understand","strategize","awaiting_strategy_approval","plan","draft","publish","verify","complete","learn"],"handoffs":[{"from":"nimi_analyst","to":"ryan_strategist","summary":"analysis: 0 grounded moment(s), 2 grounded angle(s), with muse-spark-1.3"},{"from":"ryan_strategist","to":"coordinator_system","summary":"Ryan strategy v1 awaiting digest-bound approval"},{"from":"temi_editorial_planner","to":"noni_copywriter","summary":"Temi editorial plan 512af5a470bd45da88730c2a45915648a726e377c2b54c50f646fe4450d20919 persisted; selected item-brief-1"}],"reviews":[],"moments":[],"drafts":[{"platform":"linkedin_post","valid":true,"text":"We killed the setup call\n\nWe killed the onboarding setup call.\n\nReplaced it with a 3-minute Loom.\n\nOnboarding went from nine days to 40 hours.\nActivation went from 41% to 63% in six weeks.\n\nFor founders still doing manual setup calls:\n\nThat call feels like high-touch service.\nFor the customer, it’s usually scheduling friction.\n\nBook. Wait. Show up. Then start.\n\nWe just let them start.\n\nOne short video. Watch when ready. No waiting to get moving.\n\nUnlike manual setup-call onboarding, this was 3 minutes to watch vs. days to schedule.\n\nIf activation is stuck, don’t add more onboarding.\nTry removing the meeting."}],"approvals":[],"receipts":[{"actionId":"export-artifact-output-1-linkedin_post-6f3687b447d2","outcome":"applied","verified":true}],"cost":[{"model":"muse-spark-1.3","inputTokens":15010,"outputTokens":14081,"usd":0.078608},{"model":"muse-wonder-1.0","inputTokens":6469,"outputTokens":3626,"usd":0.078499}],"totalUsd":0.157107},{"bundleId":"54c47ca1-73ec-4665-8bd0-c900d130c1db-1793808395457","scenario":"success","capturedAt":"2026-11-04T15:47:14.157Z","sourceRunId":"54c47ca1-73ec-4665-8bd0-c900d130c1db","environment":"local_emulator","integrityDigest":"5912f49bbe5aba4e074a01f5ce485113fda2bf47996a97357a9c785234ee6041","terminalStateDigest":"97eb73fe239e2d3a744712202059acdb456a153498edd7985e4571f10e8a83a2","eventCount":38,"durationMs":237219,"stages":["collect_sources","extract_sources","understand","strategize","awaiting_strategy_approval","plan","draft","awaiting_approval","publish","verify","complete","learn"],"handoffs":[{"from":"nimi_analyst","to":"ryan_strategist","summary":"analysis: 3 grounded moment(s), 3 grounded angle(s), with muse-spark-1.3"},{"from":"ryan_strategist","to":"coordinator_system","summary":"Ryan strategy v1 awaiting digest-bound approval"},{"from":"temi_editorial_planner","to":"noni_copywriter","summary":"Temi editorial plan 2b63e32691fa2926c8a7df3af065890e140c6bc44f700e12ddd13cbc51436b0c persisted; selected item-brief-1-linkedin-01"}],"reviews":["muse-spark-1.3 blind score 38/100"],"moments":[{"title":"Edit the description of what you want","startSec":3.26,"endSec":8.22},{"title":"Know detail in depth to get the feel you want","startSec":9.74,"endSec":32},{"title":"Vague prompts get boxy pages; study community best practices","startSec":32,"endSec":67.1}],"drafts":[{"platform":"linkedin_post","valid":true,"text":"If your AI designs all look like boxes in boxes, it's not the model. It's the brief.\n\nMost founders tell AI: 'build me a landing page.'\n\nSo it builds the same static landing page. Same for dashboards — just box on box and leave it that way.\n\nTaste isn't a vague build request. It's a detailed description of the feel you want:\n\n'I want the chatbot to feel this way. I want the FAQs to feel this way.'\n\nWhen you give it that level of detail, it has something to work with.\n\nAnd when you need polish, don't copy — study. The public communities in Dribbble, Figma, and Spline are free for anyone to use. Not to take exactly what's there, but to see best practices for landing pages and dashboards.\n\nEdit the description of what you want first. Know it in depth.\n\nWhat feeling are you describing to AI this week — in detail?"}],"approvals":[{"actionId":"clip-moment-a26aa20361b9ebcb4cb1","decision":"approved"},{"actionId":"clip-moment-a3a0d86f2b09e236c127","decision":"rejected"}],"receipts":[{"actionId":"clip-moment-a26aa20361b9ebcb4cb1","outcome":"applied","verified":true},{"actionId":"export-artifact-output-1-linkedin_post-7d371e1dea38","outcome":"applied","verified":true}],"cost":[{"model":"muse-spark-1.3","inputTokens":37647,"outputTokens":25096,"usd":0.121226},{"model":"muse-wonder-1.0","inputTokens":7449,"outputTokens":3799,"usd":0.085879},{"model":"sam-3.1","inputTokens":0,"outputTokens":0,"usd":0.01},{"model":"muse-voice-transcribe-1.0","inputTokens":0,"outputTokens":0,"usd":0.00335}],"totalUsd":0.22045499999999998},{"bundleId":"682881ec-031b-4194-ae40-cd9f115c62a1-1793805921537","scenario":"success","capturedAt":"2026-11-04T15:02:43.295Z","sourceRunId":"682881ec-031b-4194-ae40-cd9f115c62a1","environment":"local_emulator","integrityDigest":"afa217542750fbe671ae57fb61df1a611e5f7f3af9cfd02a9d0283a9341d555c","terminalStateDigest":"e9d66000156f9d3df0463f2f2f4de1a1495ce911fed4dffe2bc062b775a319bd","eventCount":23,"durationMs":1339793,"stages":["collect_sources","extract_sources","understand","strategize","awaiting_strategy_approval","plan","draft","publish","verify","complete","learn"],"handoffs":[{"from":"nimi_analyst","to":"ryan_strategist","summary":"analysis: 0 grounded moment(s), 2 grounded angle(s), with muse-spark-1.3"},{"from":"ryan_strategist","to":"coordinator_system","summary":"Ryan strategy v1 awaiting digest-bound approval"},{"from":"temi_editorial_planner","to":"noni_copywriter","summary":"Temi editorial plan a8800830ba92029045d89526d817292df79c21c8fa6893db712d4c6a63a6bbb3 persisted; selected item-brief-1-01"}],"reviews":[],"moments":[],"drafts":[{"platform":"linkedin_post","valid":true,"text":"Ecommerce owners: not every checkout win is a bigger basket.\n\nAbandoned carts fell 18% after we added a one-tap Apple Pay button and removed account creation from checkout. Average order value stayed flat at $54.\n\nThe takeaway I'm keeping: remove forced steps before payment instead of expecting the same checkout to also lift order value.\n\nWhat's one friction point you could remove from your checkout?"}],"approvals":[],"receipts":[{"actionId":"export-artifact-output-1-linkedin_post-2c9e032c591e","outcome":"applied","verified":true}],"cost":[{"model":"muse-wonder-1.0","inputTokens":6253,"outputTokens":3509,"usd":0.075295},{"model":"muse-spark-1.3","inputTokens":14955,"outputTokens":11477,"usd":0.058789999999999995}],"totalUsd":0.134085},{"bundleId":"be5cc1fa-c765-43f1-9b86-f2f1cf608dd8-1793808381464","scenario":"success","capturedAt":"2026-11-04T16:01:32.969Z","sourceRunId":"be5cc1fa-c765-43f1-9b86-f2f1cf608dd8","environment":"local_emulator","integrityDigest":"72068b4c7a3d348af2adb9c275547d97fd4c3969ee461adb70185978f5b02464","terminalStateDigest":"85509164921cae60b0a697e29c8391ac8231621fee2b46b155346710f71c6149","eventCount":40,"durationMs":238530,"stages":["collect_sources","extract_sources","understand","strategize","awaiting_strategy_approval","plan","draft","awaiting_approval","publish","verify","complete","learn"],"handoffs":[{"from":"nimi_analyst","to":"ryan_strategist","summary":"analysis: 4 grounded moment(s), 3 grounded angle(s), with muse-spark-1.3"},{"from":"ryan_strategist","to":"coordinator_system","summary":"Ryan strategy v1 awaiting digest-bound approval"},{"from":"temi_editorial_planner","to":"noni_copywriter","summary":"Temi editorial plan 4fc4466fa026a1083092d8dbbaf6b1bfb9d14dc14c7fa065930bf6422fafb936 persisted; selected item-define-done-linkedin-1"}],"reviews":["muse-spark-1.3 blind score 48/100, re-cut, then 82/100"],"moments":[{"title":"What does done look like when it is ready?","startSec":0,"endSec":4.62},{"title":"Not just a scope idea - already finished enough to describe","startSec":4.94,"endSec":25},{"title":"Share it because your view alone can mislead you","startSec":25,"endSec":50},{"title":"Who for, what job, what finished looks like","startSec":45,"endSec":66.94}],"drafts":[{"platform":"linkedin_post","valid":true,"text":"Describe Done Before You Call It Done\n\nYour product isn't done when it looks good to you.\n\nIt's done when you can describe what finished looks like.\n\nThat's the mistake a lot of builders make. You're staring at your own work and it looks so good — but to someone else, it doesn't make sense yet.\n\nSharing it early isn't about asking them to validate your idea.\n\nIt's about letting them have an opinion on what you're building so you can improve it.\n\nBefore you call it done, answer these 3:\n\n1. WHO are you building it for?\n2. WHAT job does it do for them?\n3. WHAT does the finished product look like — even if it's not built yet?\n\nNot a vague scope idea. A complete, done thing you can already describe and use.\n\nIf you can't answer all three correctly, you're not ready to ship.\n\nWhich one is blurriest for you right now — 1, 2, or 3?"}],"approvals":[{"actionId":"clip-moment-d779f7a0280603440d6e","decision":"approved"},{"actionId":"clip-moment-05daff22a3ffd7bc0628","decision":"rejected"}],"receipts":[{"actionId":"export-artifact-output-1-linkedin_post-be7dd20c8f9e","outcome":"applied","verified":true},{"actionId":"clip-moment-d779f7a0280603440d6e","outcome":"applied","verified":true}],"cost":[{"model":"muse-spark-1.3","inputTokens":39078,"outputTokens":24386,"usd":0.11987600000000001},{"model":"muse-wonder-1.0","inputTokens":7932,"outputTokens":4262,"usd":0.097071},{"model":"sam-3.1","inputTokens":0,"outputTokens":0,"usd":0.01},{"model":"muse-voice-transcribe-1.0","inputTokens":0,"outputTokens":0,"usd":0.00335}],"totalUsd":0.230297},{"bundleId":"d980e0d7-ac8b-449f-b6aa-be81c5b96f55-1793804036327","scenario":"success","capturedAt":"2026-11-04T14:51:17.400Z","sourceRunId":"d980e0d7-ac8b-449f-b6aa-be81c5b96f55","environment":"local_emulator","integrityDigest":"e111b282083a62a4de233067de106100e0c0a629960d2c2131074c5ce628f6bd","terminalStateDigest":"69e04a8f19220e0ef69c95903ba5a0f8207559275ace6cd1f989dd905569d765","eventCount":29,"durationMs":150735,"stages":["collect_sources","extract_sources","understand","strategize","awaiting_strategy_approval","plan","draft","publish","verify","complete","learn"],"handoffs":[{"from":"nimi_analyst","to":"ryan_strategist","summary":"analysis: 0 grounded moment(s), 4 grounded angle(s), with muse-spark-1.3"},{"from":"ryan_strategist","to":"coordinator_system","summary":"Ryan strategy v1 awaiting digest-bound approval"},{"from":"temi_editorial_planner","to":"noni_copywriter","summary":"Temi editorial plan 6f42ad0e3923afa3769ed83857d12eabbac98e84371644f44c82cc0985d66dc9 persisted; selected item-1"}],"reviews":[],"moments":[],"drafts":[{"platform":"linkedin_post","valid":true,"text":"Building Harmonia — our team of AI agents for startup content — killed my faith in safety theatre.\n\nWe ran our injection screen on 22 labelled texts.\n\nRules alone caught 7 of 12 hidden instructions. Better than nothing. Not shippable.\n\nThen we layered in Muse Glimmer, Meta's open-weight model running on a laptop, on top of the rules.\n\nResult: all 12 caught. None of the 10 clean texts wrongly flagged.\n\nThat move from 7/12 to 12/12 with zero false flags is what makes agent safety real for founders. You can demonstrate it, not just promise it.\n\nWe applied the same thinking to reliability. Every agent request now goes through a test that checks it against Meta's schema rules. That test caught a missing dependency that would have broken every tool-using agent on launch day."},{"platform":"x_post","valid":true,"text":"Harmonia injection screen on 22 labelled texts: rules caught 7/12 hidden instructions. +Muse Glimmer (Meta open-weight, laptop-run) caught 12/12, 0 flags on 10 clean. Mandatory schema checks gate every request — caught missing dependency."}],"approvals":[],"receipts":[{"actionId":"export-artifact-output-2-x_post-2946219ebef0","outcome":"applied","verified":true},{"actionId":"export-artifact-output-1-linkedin_post-4a7a80dbdec6","outcome":"applied","verified":true}],"cost":[{"model":"muse-spark-1.3","inputTokens":21519,"outputTokens":21485,"usd":0.107858},{"model":"muse-wonder-1.0","inputTokens":6658,"outputTokens":4498,"usd":0.096695}],"totalUsd":0.20455299999999998}],"rejected":[],"concurrentRuns":[["53c65599-e584-4415-a22d-f82069f2cba9-1793805919868","682881ec-031b-4194-ae40-cd9f115c62a1-1793805921537","4babfb6c-54bb-4438-a2a3-abc5b91fc4ec-1793805920699"]],"generatedAt":"2026-11-08T08:39:41.763Z"}