AI Search Audit
AI Visibility - Be The Answer When AI Search Picks One
A four-dimension scorecard that tells you how visible, citable, and trusted you are across AI Overviews and the major large language models - plus exactly what to fix.
Why AI Visibility Matters Now
AI Overviews, ChatGPT, Perplexity, Gemini, and Claude don't reward the same signals as classic search. They pick a small number of sources, summarise them, and often answer the user's question without a click. If you're not in the citation list, you're invisible.
The Google API leak of 2024 and the DOJ antitrust proceedings confirmed how heavily modern search now leans on entity clarity, source signals, and trust scoring - not just links. LLMs go further still: they build a model of "who is the authority on this topic" and reach for that authority again and again.
Founded on two decades of hands-on offpage analysis, our AI Visibility audit measures the four dimensions that now decide who gets cited - and gives you a prioritised roadmap to close the gap.
Example AI Visibility Scorecard
Here's what a real client scorecard looks like. The shape of the chart tells you instantly where to invest - strong entity and AIO, work to do on LLM citability.
Example data from a real client audit (anonymised)
What the full report looks like
Headline finding, pillar-by-pillar diagnosis, prioritised fixes, and the exact prompts and queries we tested across Google's AI Mode, ChatGPT, Gemini, Claude and Perplexity.
Full anonymised AI Visibility report.
The Four Dimensions We Score
Each dimension targets a specific way AI systems decide who to cite. Together they give you a complete picture and a prioritised fix list.
AIO Score
AI Overviews readinessHow well your content is structured, surfaced, and trusted enough to be cited inside Google's AI Overviews when a relevant query is asked.
We evaluate semantic clarity, schema coverage, on-page extractability, source signals, and how often your pages are already being surfaced in AI Overview snapshots across your priority queries.
LLM Score
Citability across LLMsHow well ChatGPT, Perplexity, Gemini, and Claude can find, identify, and correctly cite you when users ask about your category.
We probe the major LLMs with your priority topics and brand queries, then measure whether you're cited, whether the citations are accurate, and how you compare to competitors in the same answers.
Entity Score
Knowledge graph strengthHow clearly you exist as a recognised entity across the open knowledge graph, Wikipedia, Wikidata, and the structured web.
We audit entity disambiguation, sameAs links, schema Organization markup, knowledge panel coverage, and the consistency of your entity signals across the platforms search engines and LLMs use to build their world model.
Content Trust Score
Authorship & credibilityThe credibility signals attached to your content - authorship, sourcing, citation patterns, transparency, and editorial standards.
We score author bios, expert credentials, source-of-truth linking, citation behaviour, transparency markers, and the trust signals that increasingly determine whether AI systems will reproduce your content as authoritative.
How AI Visibility Pairs With The Link Work
Strong AI Visibility plus strong link signals is what wins. One without the other underperforms - links without entity clarity get cited inconsistently, and entity work without authoritative links plateaus. That's why every Opphive audit covers all three pillars: LPS, LinkRisk, and Target Universe alongside AI Visibility, in one report.
See your AI Visibility scorecard
Get a free report and find out how visible you are in AI-driven search.
Free Report