What do we audit?
We check three things: AI citation readiness, page scores, and indexing and speed. They go into a report. If you choose monthly checks, we re-check on the same standard at the interval we agree on.
AI citation readiness
See whether your site is easy for AI to cite
We check first-paragraph answers, Q&A structure and visible sources and authorship. We don’t run automated checks on ChatGPT, Perplexity or Google AI Overviews answers; records you check and send us are kept as a separate category.
Observation records
AI answer records you check and send us are kept apart from the automated checks.
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
Up to 300 pages, scored the same way
When page data is available, we assess answer fit, trust signals and a direct first paragraph (up to 10 pages in the free report) and review low scores. Missing data or evaluation is marked unassessed; measurement-only reports do not receive invented page scores.
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 up to 300 pages and match them against Search Console and PageSpeed Insights data to find pages missing from the index and pages that load slowly. This needs Search Console access and a PageSpeed key.
Page collection
Collects up to 300 pages and checks their response status.
Index check
After you grant view access to Search Console, finds pages that don’t show up in search, and why.
Speed test
With a PageSpeed access key, flags slow pages by Core Web Vitals.
Naver search rankings
When the search API key is set, reads Naver web-document and blog rankings for your key keywords. The full results page and AI Briefing are not checked.
What the first report contains
Mentions and citations by question
business mentions and own-site citations for the engines and repeats actually observed; API samples and consumer screens are distinguished
Measurement scope
valid responses, failures, unmeasured items and the denominator of each rate
Available evidence
measurement responses and sources retained for 60 days from creation, within existing access rights; factual accuracy requires a separate review
Additional audit and implementation
page evaluation, speed and the top improvements depend on available data and an agreed review scope
The sample windows use made-up data. We first confirm the target, questions and available scope of a free request. Page audits, content changes and monthly checks are agreed separately. Index checks, which need Search Console access, are done only after you grant it; Naver rank checks start once the keywords are set.