Measures whether AI assistants name and cite your brand, which sources they trust instead, and what to fix.
Runs 5 tools in order, in one call. You only pay for the tool calls it makes.
See whether a brand is named and cited in AI answers across ChatGPT and Google AI Overviews, with the sources those answers cite.
Turn any URL into clean markdown, ready for an LLM.
Estimated monthly prompts mentioning a term inside AI tools, with a 12-month trend.
Get a live LLM answer for a prompt, to check who gets named and recommended.
Technical SEO for one page: on-page score, meta and headings, load timing, and the checks it fails.
The exact instructions your agent follows. Connect SkillRune and ask it to run this skill, or have it read the playbook and work through the steps itself.
Measure whether AI assistants recommend a brand, and why not. Target: a domain
(e.g. stripe.com). This is the AI-era counterpart to an SEO audit: buyers now
ask ChatGPT and read Google AI Overviews instead of scrolling ten blue links.
Baseline the brand — ai_mentions with the domain. Read: total mentions,
the byPlatform split (google = AI Overviews, chat_gpt = ChatGPT), and
citedSources, the domains those answers actually cite. If the brand's own
domain is not near the top of citedSources, AI is talking about them using
someone else's pages.
Understand the brand — web_read on the homepage. Extract what they
sell, for whom, and the 3-5 buying questions a customer would ask an AI
assistant (e.g. "best payment API for startups").
Is there AI demand? — ai_keyword_volume on the 2-3 most commercial
questions from step 2. A term with real AI search volume and no mentions for
this brand is the gap worth attacking.
Read the actual answer — ai_ask with each buying question, phrased the
way a customer would. Note precisely: who gets named, in what order, which
sources are cited, and whether the brand appears at all. Quote it.
Compare with a rival — ai_mentions on the strongest competitor named
in step 4. The delta in mentions and cited sources tells you what winning
looks like in this category.
Check the crawlability of the truth — page_audit on the brand's
homepage and any key product page. AI answers are grounded in pages that can
be fetched and parsed: a thin, slow or badly structured page cannot be cited.
Skip a step whose tool fails and say so rather than guessing.
Give it a target and watch it orchestrate its tools, step by step. You only pay for the tool calls it makes.
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