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AI Recommendation Checker
Evaluate the evidence that could make a brand safe to recommend in AI answers.
Public information only. Do not enter passwords, private URLs, or confidential data.
What this AI recommendation checker checks and how to act on it
The AI recommendation checker tests whether a page is shaped so an AI answer engine can lift a recommendation from it: a direct answer near the top, standalone bullets, a comparison table with figures, an honest section on limits, and an FAQ whose questions match how people ask. It reports which of those elements are present in the static HTML and which are missing.
Engines cite the clearest source for a specific question, and in software categories self-published best-of and comparison pages are cited routinely when they are clearer than the alternatives. Run the checker on your priority pages and on the competitor pages currently cited for your prompts, then close the structural gaps first; they are usually larger and cheaper to fix than content gaps.
Read the guide
Step-by-step explanations of what this tool checks and how to fix what it finds.