Thanks @TryElmo for sponsoring my work on GitHub! 💖

Pretty happy with the new overview page for @TryElmo with sentiment analysis!

Announcing our new AEO MCP! Access all of your visibility, citation, and opportunity data directly in your chat.

An AI Overview now appears on about 43% of US searches. A year ago it was 15%.

Pew found clicks drop from 15% to 8% when a summary appears — and that was measured when the surface was a third the size.

The click isn't coming back. The mention still works.

Two consequences worth acting on: track AI Overviews and AI Mode as separate engines (they retrieve and cite differently), and score visibility on mention and citation rate, not referral sessions.

elmohq.com/blog/ai-overvi…

Every AI visibility tool sends prompts with no history.

New research: the final prompt in a real conversation carries a median 36% of what the user actually said. Half the time a stated constraint (budget, location, a ruled-out competitor) never appears in it.

Our write-up, plus four cheap fixes to a prompt set: elmohq.com/blog/multi-tur…

@TryElmo reached 200 stars!

Elmo v0.2.14 is released! We now fully support @Oxylabs_io and @dataforseo scrapers for ChatGPT/Perplexity/Google. Thanks to our new contributors as well!

@TryElmo Getting Elmo to show up for general AEO / GEO prompts is much more difficult, but that little blip is a start!

Do llms.txt files matter for AEO?

You can find relevant GitHub topics for your project by seeing which pages are cited by prompts related to your project.

I just added the following topics for @TryElmo which were missing but cited by AI search:
- ai-seo
- generative-engine-optimization
- ai-engine-optimization
- geo-optimization

Excited to be launching Elmo (open source AEO) today!