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Case Study · June 2026

How YepIts.ai went from zero AI visibility to getting recommended

Using AIOptim's GEO methodology · 90-day dogfooding experiment

0
AI citations (baseline)
4
Models tested
8
Tactics deployed
90
Day timeline

The problem

YepIts.ai is a YouTube video summarizer — paste any URL, get key takeaways and timestamps in seconds. It's a clean product with real users. But when we asked ChatGPT, Perplexity, Claude, and Gemini for "best YouTube summarizer," YepIts.ai was never mentioned.

Zero citations across all four models. The tools AI did recommend (Eightify, Notta, NoteGPT) weren't better — they just had stronger "entity presence" in the sources AI models crawl.

The GEO gap

Only 0.034 correlation between Google ranking and AI recommendations. 88% of URLs cited by AI don't rank in Google's top 10. Traditional SEO wasn't going to fix this.

What we did (Week 1-2)

1. Technical foundation

2. Entity positioning

3. Content & distribution (Week 2-3)

Timeline & results

Key insight

The highest-impact tactic according to Princeton's GEO research (Aggarwal et al., 2024) is brand entity disambiguation — making sure AI models know exactly what your product is. Tools with clear Wikidata entries and consistent naming get 3x more citations.

What we learned

  1. AI optimization is a different game from SEO. Ranking #1 on Google didn't help. The signals AI models use are completely different — entity presence, community mentions, structured data, and comparison content.
  2. llms.txt is still early but worth doing. Only 7% of sites have adopted it. Low effort, potential first-mover advantage.
  3. Comparison tables are critical. AI models extract structured data aggressively. Being in comparison tables on any high-DA site dramatically increases citation probability.
  4. Timing matters. Perplexity responds in weeks. ChatGPT takes months. Setting expectations correctly is crucial for client satisfaction.

Want this for your tool?

We're offering the same methodology to SaaS founders. Full AI visibility audit, technical implementation, content creation, and monthly tracking.

Starting at $999 setup + $499/month — 3-5x below agency pricing.

Get your free AI visibility audit →