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AI Shortlist Plays / Access and structure

Does our schema match what the page actually says?

Treat schema as a label, not a lever. A controlled 2026 test found no meaningful lift in AI citations from adding it, so its job is to state your facts consistently with the page. Markup that contradicts the page is the real risk.

Effort: 2 to 3 hours

Who does it: Your web developer or SEO lead

Best for: B2B firms whose plugins or themes add schema automatically

Evidence: Strong (Ahrefs controlled test, 11 May 2026)

01 / WHY IT MATTERS

Why it matters.

Ahrefs tracked 1,885 pages that added JSON-LD between August 2025 and March 2026 against about 4,000 matched controls and reported on 11 May 2026 that schema “produced no major uplift in citations on any platform”: +2.2% on ChatGPT and +2.4% on Google AI Mode, both indistinguishable from zero, and −4.6% on AI Overviews.

Google’s rules still apply: “Don’t mark up content that is not visible to readers of the page”, and structured data “must be a true representation of the page content”. Plugins often add an outdated founding date or an FAQ nobody can see.

02 / SELF-CHECK

The 10-minute self-check.

Paste your homepage into Google’s Rich Results Test or the Schema Markup Validator, then compare:

  • Organisation name, founding date, address and logo against your company facts page.
  • sameAs links against your real, current profiles.
  • Any FAQ markup against questions actually visible on the page.

Count the mismatches. More than zero is worth an afternoon.

03 / STEPS

Steps.

  1. Inventory schema by template and by source: plugin, theme or hand-written.
  2. Remove duplicate organisation blocks so one version speaks for the company.
  3. Make the organisation markup match your company facts page exactly.
  4. Keep FAQ markup only where the questions and answers are visible.
  5. Where you can, generate the markup from the same source as the visible text.
  6. Re-validate after every plugin or theme update.

Markup checks sit inside our technical SEO reviews.

04 / OUR OWN SITE

What we saw on prolinkage.com.

05 / MEASURE

How to measure it.

  • Mismatches per template: quarterly.
  • Errors: the enhancement reports in Search Console, monthly.
  • Fact accuracy: whether the engines repeat your founding year and location correctly.
07 / SOURCES

Sources.

AI Shortlist Plays

The self-check shows what you can see yourself.

What the engines say across repeated runs, which sources they read and who they name instead is harder to see from inside. Our free AI Visibility Snapshot runs a sample of your buyers’ questions and is reviewed by a person.

More than a decade of experience, across businesses and markets.