Pick a keyword and country. AI SEO Agent Pro samples the live SERP, scores the pages that already rank, and lists on-page factors that move with position. Free, no project required.
This is a list of hypotheses, not Google’s algorithm. Correlation over a 10–25 page sample is a starting brief for what to test on your page. It is not a ranking-factor specification, and it will not tell you a page will rank.
The tool fetches the current results for your keyword in one of eight countries, reads the ranking pages, and looks for on-page patterns that track with position. Optional target URL grades your page against that sample.
A verified AI SEO Agent Pro account gets one run a month on AI SEO Agent Pro’s stack. Paste an OpenRouter key and the cap becomes five, because your key pays for the LLM layers. Add DataForSEO login and password together and it becomes ten.
Google does not publish a scoring function, and a couple of dozen URLs cannot reverse-engineer one. Off-page signals, brand, links, and history are out of scope on the free tool. Use the report to decide what to try, then measure.
If two ranking pages both use a pattern, the tool will surface it. That does not mean Google rewards the pattern. Treat every row as a test to run, not a rule to obey.
Free on a verified AI SEO Agent Pro account. Sign up takes a minute; no project setup required.