What do we audit?

AI answer citations

See how AI talks about your site

We ask ChatGPT, Perplexity and Google AI Overviews what your customers ask, and record which answers cite your site.

• Citations by question

  Records monthly whether each AI cited your site for each question.

• Direct first paragraph

  Checks whether each page’s first paragraph answers right away.

• Q&A structure

  Checks whether questions and answers are laid out separately.

• Rewriting

  Rewrites first paragraphs to be citable, and posts new articles as needed.

Page scores

Every page, scored the same way

Each page is scored on answer fit, trust signals and a direct first paragraph; a person reviews those below the bar.

• Answer fit

  Rates 1–5 how well a page works as a source for AI answers.

• Trust signals

  Checks whether author, date, sources and expertise are visible.

• Search intent

  Sorts pages: informational, commercial, navigational, transactional.

• Thin content

  Picks out pages with too little content for their intent.

Indexing & speed

See your site as search engines see it

We crawl every page and match it against Search Console and PageSpeed Insights data to find pages missing from the index and pages that load slowly.

• Full crawl

  Collects every page on the site and checks its response status.

• Index check

  Finds pages that don’t show up in search, and why.

• Speed test

  Flags slow pages by Core Web Vitals.

• Naver search analysis

  Collects Naver search results for your key keywords every week.

What the first report contains

• AI answer citations

  for each question, whether the three AIs cited your site

• Page scores

  answer fit, trust signals and direct first paragraph for every page (up to 300)

• Speed

  slow pages by Core Web Vitals

• Next steps

  which pages to fix first, and why

Same layout as the sample windows above. Index checks, which need Search Console access, and Naver search analysis are part of the monthly audit.