Blog
Data-backed AI search optimization, for people who build developer tools
No hype. Real measurement, honest takes on what works, and teardowns of how AI actually recommends tools in your category.
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Guide
What is Answer Engine Optimization (AEO)?
Definition, how it differs from SEO, and what actually moves the needle.
Comparison
Best AEO tools for developer tools (2026, tested)
An honest, methodology-backed comparison.
Latest posts
Why one ChatGPT screenshot doesn't prove your AI visibility
2026-06-14
AI answers are non-deterministic — ask the same question twice and you can get two different answers. Here's why a single screenshot is noise, and how to measure AI visibility properly.
Coming soon (the content cluster)
Drafted weekly by our content engine, then human-reviewed before publishing. The roadmap:
- Which AI recommends developer tools? — our 500-prompt data study across ChatGPT, Perplexity, Claude & Google AI (the flagship link/citation magnet).
- AEO vs SEO vs GEO — what each means and where to spend.
- How to get your SaaS cited by ChatGPT — the practical checklist.
- Datadog alternatives, according to AI — and what it teaches observability vendors.
- Why the four AI engines recommend different tools — and what to do about it.
- Reddit, G2, and the third-party citation game — where ~95% of AI citations come from.