SEO reports
An SEO report is an on-demand AI analysis of a single page in search. Instead of testing the page in isolation, an AI agent researches it the way an SEO consultant would: it works out the search terms the page could plausibly target, looks up what actually ranks on Google for them right now, reads the strongest competing pages, and judges whether - and how - this page can win.
That live research is what makes it different from regular SEO checks. Checks tell you what is mechanically wrong with a page; a report tells you whether the page can realistically compete, and what the pages beating it are doing that it is not.
Running a report
Start an SEO report from Deep dives in a Presence workspace: paste or search for a URL, including a competitor's, choose SEO, and select Analyse. You do not need to name a keyword. The agent picks the terms the page is best placed to rank for and judges it against those. The report opens straight away and writes itself as the analysis runs.
Reading the report
A report is a document of its own, with an On this page outline down the left.

- The top pictures the page on a tablet and a phone, then gives the report's title, the SEO score, the web page, and the date. The score is computed from the report's checks: every check has a fixed weight, so every point lost corresponds to a flagged check you can see.
- The verdict follows in a few sentences: which terms the page can win, and who owns the ones it cannot.
- Checks lists the problems to fix, most important first, using the same priority levels as the rest of Silktide. Each belongs to one of the fixed report checks, with help one click away. Checks that passed, did not apply, or were ignored are grouped below.
- Google rankings shows the live results for the terms the agent checked, and where this page sits among them.
- Competitors are the pages holding the positions this one wants, each with a note on why it holds its spot.
- Recommendations are the next steps. On your own pages they can become tasks.
Expect honest bad news. If a term is unwinnable for this page - the results are dominated by major authorities, or the searcher wants a different kind of page entirely - the report says so and explains why, because knowing that early is worth more than optimisation advice that cannot work.
If the page changes after the report was written, the report says so under its date. It stays readable, and Re-run in the report's options menu writes a fresh edition.
Related
- AI reports - what AI reports are and how they run.
- What SEO reports judge - the fixed judgements every SEO report makes, and how to fix each.
- Search ranking - tracking keyword positions over time.
- AEO reports - the equivalent analysis for AI assistant visibility.