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          "text": "citability.dev exists because AI answers changed the discovery surface faster than analytics changed with it. Traditional SEO tools tell you where a blue link ranks. They do not tell you whether ChatGPT recommends you, whether Claude cites your docs, whether Perplexity links a competitor, or whether Gemini silently omits your brand.",
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          "text": "A platform that measures whether AI can find, recommend, and cite you, centered on prompt-based audits, signed receipts, model-version pinning, competitor comparison, and AVR scoring.",
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          "text": "The product is intentionally not a bright growth dashboard. It is a trust surface. Metrics summarize risk. Receipts prove it. Every higher-level view must drill down to model output, extraction logic, and sourceable proof.",
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          "text": "citability.dev runs the AI Visibility Readiness Framework on your domain. The Framework (acronym AVR) measures three components, Visibility, Recommendability, and Citability (VRC), and rolls them into a single AVR Score (0-100). Every score drills down to the raw model run, version, prompt, extracted citations, classification logic, and hash.",
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          "text": "AI Visibility Readiness Framework \u00b7 public trust surface. Every AVR Score must be reconstructable from receipts.",
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          "text": "Free Scan ($0): Where do you stand right now? 18 infrastructure and content checks plus a live citation check across ChatGPT, Claude, Perplexity, and Gemini, in about 60 seconds. No card and no call. Deliverable: an AI Visibility Score with the failing signals named.",
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          "text": "AI Visibility Monitoring ($49/month, or $490/year): A scan is one moment in time. Monitoring checks the site every day and re-runs up to ten of your buyer questions every month, so a drop in citations reaches you before it costs a deal. Deliverable: daily llms.txt, robots.txt, schema, sitemap, and canonical checks plus a monthly citation delta across four engines. Cancel anytime.",
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          "text": "Citation Gap Diagnostic ($1,500 for a founder or small business, $3,500 for a team or agency, one-time): Does AI name you or your competitor? Your real buyer questions run live across the engines, with the word-for-word answers attached so every number can be checked. Deliverable: a gap score (cited in N of 8 questions), the competitors named in your place, 5-7 prioritized fixes written for a web team, and a 30-minute call to walk through it.",
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          "text": "AI engines weight cited sources by entity recognizability. If your Person, Organization, or Product is not in Wikidata, has no Wikipedia mention, and lacks consistent author bios across LinkedIn / GitHub / Crunchbase / your domain, the engine treats your URL as a low-trust citation candidate. Even with perfect on-page structure, low entity authority caps your citation rate at the visibility floor.",
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          "text": "Your visibility score is healthy (40%+) but your citation rate is under 15%.",
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          "text": "Built by Chudi Nnorukam as an operator-facing evidence layer for AI-answer visibility, recommendation quality, and citation proof.",
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          "text": "citability.dev exposes WebMCP agent tools (run_citability_scan, request_audit, get_audit_result, list_audit_tiers) at /.well-known/webmcp and /api/webmcp so AI agents can call the audit, not only read about it.",
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          "text": "Citation Gap Diagnostic ($1,500 for a founder or small business, $3,500 for a team or agency): Complete AVR audit \u2014 brand awareness, citations, technical setup, content gaps \u2014 plus discovery and review calls and a 30-day re-test refunded if the citation rate has not improved. 18 infrastructure checks + 40 AI queries. This is the one audit sold; there is no cheaper no-call version, and it replaced the separate Full Audit and Visibility Diagnosis products on 2026-08-13.",
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          "text": "Visibility Sprint ($4,500 for a four-week founder sprint, $9,000 for a six-week team or agency sprint): Done-for-you AI-visibility build. Audit + hands-on implementation of EntityMap, WebMCP, schema, and content restructuring on your site. Sold with the managed AI visibility retainer, which runs from $1,500/month for a founder to $12,000/month for an enterprise annual programme, so the citation delta is measured rather than assumed.",
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          "text": "The AVR Score is a single 0-100 composite that rolls Visibility, Recommendability, and Citability (VRC) into one number per domain. It is not a dashboard estimate: every score drills down to the raw model run, the model version, the exact prompt, the extracted citations, the classification logic, and a hash receipt that can be independently verified.",
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          "text": "Managed AI Visibility Retainer (from $1,500/month): monthly prompt-set expansion, competitor citation share measured rather than estimated, fixes shipped, and a verified citation delta every month. $1,500/month founder (3-month minimum), $5,000/month team or agency (6-month minimum), $12,000/month enterprise annual after a credited $18,000 90-day pilot. Agency white-label reporting from $2,500/month.",
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