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Free tools

Free tools for AI search

Attensira's free tools each take a real URL, prompt or domain and hand back evidence, not a score: what AI crawlers can fetch, how a page is structured and tokenised, whether your schema, sitemap and llms.txt hold up, and which pages the assistants cite. None needs a signup; the one slow tool asks where to send the result.

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Content structure analyzer · attensira.com/pricing6 checks · 1 failing
Content structure analyzer on attensira.com/pricing
CheckFoundStatus
One H1Exactly onePasses
Heading levelsSkips from H1 to H3 at “Platform”Fails
Question headings17 of 24 headings are questionsPasses
Paragraph lengthMedian 15 words, none past 150Passes
Lists and tables1 list of 4 items, 1 tableMeasured
Body1,767 words of textMeasured
Web engineer agentWeb engineer · Fixes findings like theseRun on our own live page · · n=1 page, 6 checksRun it on your page

Which free tool answers your question?

Each one takes a real URL, file or prompt and shows its working. Pick by what you want to know.

How does a page read to an AI assistant?

Structure, tokens, passages and entities, measured on a real URL.

Can AI crawlers fetch and trust your site?

robots.txt, llms.txt, schema, sitemaps and claims, checked against the published rules.

What does your market ask AI?

Prompts and sub-queries, modelled from your site. Treat them as a list to check, not as data.

Who do the assistants name today?

Live answers from the assistants themselves. These take minutes and ask where to send the result.

What does the answer citation checker hand back?

The answer and every page it cited, in order. This stored Perplexity answer to “what is GPTBot” cites a trade-news site and a marketing blog first, and none of OpenAI’s own pages. In 30 days Perplexity cited attensira.com in none of its 33 answers to this question; ChatGPT cited it in 12 of 33. The checker runs the same read on your question.

Answer · Perplexityasked

Question: what is GPTBot

Perplexity answered: GPTBot is OpenAI’s web crawler used to collect publicly available content that may be used to train OpenAI’s foundation models; it is not the same as the live ChatGPT fetch or search indexers.

Sources cited

  1. 1ppc.land
  2. 2missiongrowth.io
  3. 3nngroup.com
  4. 4lenvanderhof.com
  5. 5conbersa.ai
  6. 6honeyb.ai

Not namedAttensira is missing from this Perplexity answer.

Researcher agentResearcher · Read this answerStored answer, read over the Attensira MCP · · 1 of n=33 Perplexity answers, attensira.com cited in 0

What else do people ask?

Are the tools really free?
Yes. No signup and no card. The instant tools answer in seconds. The answer citation checker takes minutes and asks for a name and an email to send the result to; the report itself is a public link anyone can read.
Why do the tools give findings instead of a score?
Because a score needs a weighting, and nobody outside the AI engines knows how they weigh a missing heading against a missing source. Each tool names the rule it applied and quotes the text it applied it to, so you can decide what matters.
Did you run them on your own site?
Yes. Each tool page shows a run on attensira.com from 4 October 2026, including what our own site fails: no Wikidata item, statistics with a date and no source, and a guide template that skips a heading level. The llms.txt validator found 25 errors in our own file; we fixed it and re-ran it on 5 October. The answer citation checker shows our own tracked answers instead.
How are these different from Attensira itself?
A tool checks one page or one question once. Attensira is software that does your AI-search visibility work: it reads the answers to your buyers' questions on a schedule, finds where you are missing, and its crew of AI agents does the work to change it, with your approval.
Where should I start?
With the free audit: it asks ChatGPT, Perplexity, Claude and Google AI Overview eight buying questions about your category and shows who they name. Then the crawler URL inspector, to check that the pages you want cited can be fetched at all.

Put the crew to work on your brand.

7 days free · card required