An indie hacker launches beseen.so, a tool that tracks both Google rankings and the prompts where AI assistants (ChatGPT, Claude, Perplexity, Gemini) name a competitor instead of a given business, then writes a concrete page rewrite (title, meta, H1, structure) or a brief for missing pages, and re-checks whether the fix moved the needle. Unlike citation trackers like Profound, Peec, or Otterly which only report a diagnosis, beseen delivers the prescription. It never gets write access to the site; fixes are copy to paste or prompts to hand to a coding agent like Claude Code or Cursor. Pricing runs $99-$399/month with two free checks (no card) so buyers can test the claim before paying. The author positions it for any business a customer can be pointed at by name, not just software companies, and is candid that movement takes three to four weeks since assistants answer from live, indexed search.
Table of contents
The Problem, Stated PreciselyWhat beseen Actually DoesThe Thing I Refuse To DoWhat It Deliberately Is NotWho This Is Actually ForPricing, and Why There Are Two Free ChecksWhy I Built This One and Not Something ElseWhat I Want From YouFrequently AskedQuestions this post answers
What does beseen.so do differently from AI citation trackers like Profound or Peec?
It goes beyond tracking and reporting by writing the actual fix. It tracks Google rank positions plus prompts across ChatGPT, Claude, Perplexity, and Gemini where a competitor gets named instead of you, then generates a concrete page rewrite (title, meta description, H1, section structure) or a content brief for missing pages, delivered as copy or as a prompt for a coding agent, and re-checks whether the answer moved. Anyone comparing AI-citation tools against classic SEO trackers can follow the tooling landscape on daily.dev.
How long does it take for AI assistant answers to change after rewriting a webpage for AI visibility?
Realistically three to four weeks. Assistants like ChatGPT and Perplexity answer from live search results, so a rewritten page must first be crawled and indexed by search engines before it can be cited in an AI answer, making any promise of results within two weeks unrealistic. Developers tuning content for AI search visibility can track timelines and tactics like this on daily.dev.
How much do AI visibility tracking tools like beseen.so, Profound, Peec, and Otterly cost per month?
beseen.so charges $99/month for one site with 25 weekly prompts across ChatGPT, Claude, and Perplexity plus monthly Gemini checks, $199/month for five sites with 125 tracked prompts on all four engines weekly, and $399/month for ten sites with 400 tracked prompts. Competitors Profound, Peec, and Otterly price between roughly $25 and $399 a month. Teams comparing AI-visibility tool pricing and features can keep tabs on the category via daily.dev.
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