What is an AIO audit and what does it deliver?

An AIO audit evaluates how well a website is prepared to be cited by generative AIs — combining technical analysis (indexing, Schema.org, rendering), content analysis (query coverage, semantic density, structure), and presence analysis (competitive benchmark in ChatGPT, Perplexity, Gemini, and Copilot). The result is a structured diagnosis with a composite score and a prioritized action plan. For marketing directors, the audit answers the question: "where are we now relative to the market and what needs to be done, in what order?"

What is evaluated in an AIO audit

Dimension 1: technical infrastructure

• Bing indexing: is the site being crawled by Bing? Are there crawl errors in Bing Webmaster Tools? ChatGPT uses Bing's index — absence here means invisibility in ChatGPT.
• Rendering for bots: is the strategic content available in static HTML (SSR/SSG) or does it depend on JavaScript to render? AI bots like GPTBot and PerplexityBot frequently don't execute JS.
• robots.txt and llms.txt: are AI bots allowed to crawl? Is there an llms.txt declaring the site's context?
• HTTPS and trust signals: address, contact, privacy policy — basic Trustworthiness signals.

Dimension 2: structured data (Schema.org)

• Organization with sameAs for external platforms
• Article / BlogPosting with author, datePublished, dateModified, and image
• FAQPage on strategic pages
• Service for each relevant product/service line
• BreadcrumbList across the full navigation hierarchy
• Consistency between declared Schema and visible content

Dimension 3: content and citability

• Coverage of sector strategic queries: for which questions buyers ask AIs does the site have content that directly answers?
• Article structure: first paragraph, headings, semantic density, self-containment of excerpts
• Topical authority: depth of coverage in priority thematic clusters
• E-E-A-T: identified authorship, declared credentials, team page

Dimension 4: presence and competitive benchmark

• Share of voice in AIs for sector priority queries
• Comparative presence vs. top 3 competitors
• Attributes associated with the brand in citations
• Consistency of presence across engines

What the audit delivers

AIO Score (0–100): dimension-weighted score that allows comparing current state to sector benchmarks and tracking progress over time.

Gap map: identification of the gaps with the greatest impact on citability — ordered by priority (impact × correction effort).

90-day action plan: specific actions, grouped into phases: - Phase 1 (weeks 1–4): high-impact technical corrections — Bing indexing, critical Schema, robots.txt - Phase 2 (weeks 5–8): priority content for queries with the largest presence gap - Phase 3 (weeks 9–12): optimization of existing content, FAQs, topical authority

Competitive benchmark: comparative report showing in which queries and engines competitors have an advantage and how large the gap is.

How long it takes and who should be involved

An AIO audit for a medium-to-large company (50–500 strategic pages) takes an average of 2 to 3 weeks to complete, including data collection, analysis, and presentation phases.

On the client side, the audit requires involvement from: - Marketing team: to define strategic queries and validate the competitive benchmark - Technical team (IT/dev): to implement the identified technical corrections - Leadership: to approve the action plan and content budget

When to conduct an AIO audit

• Before contracting a continuous AIO service: to understand the current state and prioritize investments
• When a competitor starts appearing consistently in AIs: to diagnose the cause of the gap
• After a website relaunch or platform migration: to ensure the new implementation didn't create indexing or Schema issues
• Annually: as a health review of AI presence

FRT Digital conducts the AIO Score Audit as a complete AIO audit, including scoring, competitive benchmark, and action plan. For companies that want continuous implementation after the diagnosis, learn about the AIO service.