Squawk
Marketing / Search & AI Visibility · Platform
A platform that asks the AI engines a brand's real buyer questions and scores how often it gets named, alongside its Google ranking and how readable the site is to AI. Failed checks become fixes, and every change is measured against a noise band and a control.
The problem
Buyers now ask ChatGPT, Perplexity, Gemini and Grok as well as Google. Nobody could say how often a brand gets named there, why it doesn't, or whether a fix moved anything beyond the noise.
- Before
- SEO, GEO and AEO checked separately
- After
- One score, with its noise band
How it’s built
In numbers
- 53
- readiness checks
- 7
- AI engines queried
- 465
- automated tests
Stack
Built with
Next.js
React
TypeScript
PostgreSQL
Drizzle ORM
Azure
Docker
Connected to
ChatGPT
Gemini
Perplexity
Google AI Overviews
Copilot
Claude
Grok
DataForSEOGoogle Search Console
Google Analytics
