Your onboarding path for the AI Visibility Lab. Learn how the community works, what to post first, how Proof of Build works, and what to complete in your first 48 hours so you get a real win instead of just consuming more content.
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Prompt Library
Copy-ready prompts for diagnosing AI visibility, mapping entity clarity, auditing content gaps, and turning messy inputs into structured outputs. Start with the Entity Health Check, then use the prompt versions that match your business type.
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Entity Lab
Can AI understand who you are? Map how AI currently sees your brand, identify weak or contradictory entity signals, and fix the first signal that makes you easier to find, trust, cite, and select.
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Architecture Lab
Turn normal web pages into answer-first content assets. Fix structure, improve extraction, and make your pages easier for AI to understand, trust, and cite.
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Schema Templates
Copy-paste JSON-LD templates for common AI visibility use cases, including Person, Organization, LocalBusiness, Article, FAQPage, HowTo, and VideoObject schema.
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Build Blueprints
Step-by-step build guides for specific AI visibility tasks. Use these when you want a focused 2–3 hour implementation path with a clear output and Proof of Build.
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Ingestion Lab
Turn messy inputs like voice notes, transcripts, screenshots, client questions, and rough ideas into structured SEO, AEO, FAQ, and content assets.
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Signal Lab
Build the off-site trust signals that help AI systems understand, verify, and associate your brand across LinkedIn, Reddit, YouTube, directories, reviews, and public mentions.
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Teardown Lab
Submit real pages, screenshots, AI outputs, search results, and visibility problems for structured review. Learn how to diagnose what is broken, what matters, and what to fix first.
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Challenge Archive
Focused AI visibility builds you can complete in 2–3 hours. Use these challenges to fix entity gaps, restructure pages, deploy schema, build signals, and post Proof of Build.
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Live Build Archive
Recorded live builds, audits, teardowns, and walkthroughs organized by lab stage. Watch how real pages, prompts, schema, signals, and messy inputs get turned into deployable assets.
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Lab Reports
Learn how to post weekly wins, blockers, before-and-after builds, and Proof of Build updates in a way that gets useful feedback.
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Resource Vault
Quick access to templates, checklists, prompts, schema references, posting formats, Proof of Build formats, and reusable visibility assets from across the lab.