Tips for a sharper analysis

Three things drive whether the analysis is sharp or generic: how clearly you've set up your product input (URL or description), which competitors you compare against, and how rich those competitors' websites are.

To sharpen the result:

• Use a URL when you have one. Competely reads your live site, so a URL captures real positioning, features, and pricing. Use a text description only when you don't have a public site, and be specific: what you sell, who it's for, and what makes you different.
• Pick competitors deliberately. Treat the suggested list as a draft to edit, not a final answer. Remove anyone who doesn't actually compete with you and add the ones you'd lose deals to. A tight set of real rivals beats the maximum the plan allows.
• Re-run the analysis after editing. Changes to your inputs only take effect on the next run. See how do I re-run an analysis?.

Some thinness is unavoidable: if a competitor has very little public content or blocks automated access, the analysis will have gaps for them. See does the AI make mistakes? for the failure modes to watch for.