Summary
A 25-year call-center outsourcing advisory had a 74 out of 100 SEO health score, 1,168 ranking keywords and roughly 4,500 organic visits a month. Asked the six questions its buyers ask, AI assistants and Google AI Overviews cited it zero times, a 4% share of voice. I found all of it as a prospect, with no analytics access.
A well-run operation with a blind spot
This wasn’t a neglected site. Someone had done the work: clean structure, 470 indexed pages, more than a thousand ranking terms, a health score most B2B firms would frame. The organic traffic was steady and the business behind it was 25 years old.
The blind spot was where the buyers were going. A company deciding whether to outsource its call center now asks an assistant to shortlist advisors. That conversation doesn’t appear in a rank tracker.
A 74/100 health score measures how well a site is built for the search engine of 2015. It says nothing about whether an AI assistant will recommend the company in 2026.
Auditing without the keys
I had no Search Console, no analytics, no login. The company was a prospect, not a client.
That constraint shapes the method. I ran my Audit Engine in prospect mode, and the audit carries its own section on what it could and couldn’t see.
- Ranked keywords and domain overview from a third-party data provider, to see what the site ranked for and how strong it was.
- Live search results for six head, category and brand questions, with detection of whether Google showed an AI Overview and which domains it cited.
- The same six questions to AI assistants, with the cited sources captured.
- On-page scoring of the homepage and five key pages.
- A live crawl of the raw HTML: structured data extraction, the robots and AI-crawler files, eleven child sitemaps, redirect chains, and the full set of security headers.
Everything a prospect can see, nothing a prospect can’t, and the limits of that written down.
Cited zero times
Across the six buyer questions, the firm was cited in zero AI answers. Its share of voice in AI, the fraction of citations going to it rather than competitors, was 4%.
Six questions is a small sample and AI answers move week to week, so the finding shipped with its sample size and date attached rather than as a headline: six questions, one date, zero citations, 4% share.
A 25-year firm with a 74/100 score was absent from the conversations where its next clients were being shortlisted.
What the score wasn’t measuring
The gap between the SEO score and the AI result came down to a few concrete things. The pages ranked but didn’t answer; a buyer’s question was addressed across three paragraphs rather than in the first one. The structured data was thin.
There was no plain-language file telling AI crawlers what the firm did and for whom. And the content organized itself around the firm’s services rather than around the questions a buyer asks an assistant.
None of that dents a health score. All of it determines whether a company gets cited.
What I delivered
Fifteen prioritized recommendations and a 30-60-90-day roadmap, ordered by what a small team could ship first. The technical fixes were specified with the evidence attached.
The content plan was built around the six buyer questions and the ones behind them. And because it ran on my Audit Engine in prospect mode, the same engine behind fifteen client audits, it went out alongside eight others in a single day.
At a glance
- The niche: Call-center outsourcing advisory, 25 years in business, WordPress.
- The problem: Strong traditional SEO (74/100, 1,168 keywords) with no AI visibility, and no analytics access to audit with.
- What was built: My Audit Engine in prospect mode, 12 sections: third-party rank data, live search results with AI Overview detection, six buyer questions across assistants, on-page scoring, a full live crawl.
- Implementation: Method limits documented in their own section; 15 prioritized recommendations and a 30-60-90 roadmap.
- Results: Zero AI citations and a 4% share of voice against a 74/100 score; delivered alongside eight other proposals in a single day.
- Built with: my Audit Engine in prospect mode.
