├──2026-04-16[guide] ai-tools-visibility-guide.md7 min→ open
│ └─AI Tools Visibility Guide — Why Cursor, Lovable, and v0-built sites are invisible to LLMs — and the render-parity fix.
bullai@research: ~/blog — 120×40
bullai@research:~/blog $ cat README.md
# Bull AI Labs Research & Guides
// Engineering-first research on ranking in ChatGPT, Perplexity, Claude, and Gemini. Guides, tool comparisons, and AEO reference — 20 entries, last updated 2026-08-24.
bullai@research:~/blog $ cat ./guides/*.md | head
Guides
./guides/ · 5 entries
├──2026-04-16[guide] how-to-rank-on-chatgpt.md9 min→ open
│ └─How to Rank on ChatGPT — The complete engineering-first playbook to get cited by ChatGPT search.
├──2026-04-16[guide] how-to-rank-on-perplexity.md8 min→ open
│ └─How to Rank on Perplexity — Optimizing for a real-time answer engine that reads sources at query time.
├──2026-04-16[guide] how-to-rank-on-claude.md7 min→ open
│ └─How to Rank on Claude — Academic credibility, structured citations, and how Claude picks its sources.
└──2026-04-16[guide] how-to-rank-on-gemini.md7 min→ open
└─How to Rank on Gemini — Knowledge Graph tactics, entity signals, and how Gemini surfaces brands.
bullai@research:~/blog $ grep -r "vs" ./compare/
Compare
./compare/ · 5 entries
├──2026-08-24[compare] compare-profound.md9 min→ open
│ └─Bull AI Labs vs Profound — They log the visit. We test the fetch. Log analytics versus live probes, with dated sources.
├──2026-08-24[compare] aeo-tools.md10 min→ open
│ └─Best AEO Tools 2026: 9 Platforms Compared — Nine tools, verified pricing, honest routing. Every claim dated and sourced.
├──2026-08-24[compare] compare-peec.md8 min→ open
│ └─Bull AI Labs vs Peec AI — They show where you rank. We show why the agent could not fetch you.
├──2026-08-24[compare] compare-otterly.md6 min→ open
│ └─Bull AI Labs vs Otterly — Great cheap monitoring. Monitoring was never the bottleneck.
└──2026-08-24[compare] compare-agency.md8 min→ open
└─AEO Agency vs AEO Platform — A retainer buys hours. A lab is a standing instrument.
bullai@research:~/blog $ find ./aeo -type f -name "*.md"
AEO Reference
./aeo-reference/ · 8 entries
├──2026-04-16[aeo] what-is-aeo.md6 min→ open
│ └─What is AEO? — Answer Engine Optimization defined, with the 4R framework Bull AI Labs ships against.
├──2026-04-16[aeo] aeo-vs-seo.md5 min→ open
│ └─AEO vs SEO — The overlap, the divergence, and why traditional SEO signals underperform in AI answers.
├──2026-04-16[aeo] aeo-vs-geo.md5 min→ open
│ └─AEO vs GEO — Generative Engine Optimization vs Answer Engine Optimization, disambiguated.
├──2026-04-16[aeo] aeo-checklist.md6 min→ open
│ └─AEO Checklist — 50+ actionable optimization items across rendering, relevance, retrieval, and recommendations.
├──2026-04-16[aeo] aeo-glossary.md4 min→ open
│ └─AEO Glossary — 30+ terms every AEO engineer, PMM, and content lead should know.
├──2026-04-16[aeo] aeo-faq.md5 min→ open
│ └─AEO FAQ — The most-asked questions about ranking, tracking, and engineering AI visibility.
├──2026-04-16[aeo] what-is-ai-revenue-intelligence.md6 min→ open
│ └─What is AI Revenue Intelligence? — The category we created and why AI-attributable revenue needs its own instrumentation.
└──2026-04-16[aeo] ai-visibility-benchmark-2025.md10 min→ open
└─AI Visibility Benchmark 2025 — Cross-industry data on where brands actually show up across ChatGPT, Perplexity, Claude, and Gemini.
bullai@research:~/blog $ tail -f ./customers/case-studies/*.log
Case Studies
./case-studies/ · 2 entries
├──2026-04-16[case] case-studies.md3 min→ open
│ └─Case Studies — Real results from real brands — measured lifts in AI-attributable revenue.
└──2026-04-16[case] freeletics.md5 min→ open
└─Case Study: Freeletics — How Freeletics went from invisible to cited across ChatGPT and Perplexity in a single sprint.
bullai@research:~/blog $
# run your own audit
Every guide is written against the same probes Bull AI Labs runs against your site. Point it at your domain and see where you rank across ChatGPT, Perplexity, Claude, and Gemini.
$ ./run-audit --domain=yours.com