Sample Snapshot · Reynolds & Co and Meridian are fictional · ← Back to AI Visibility
AI Visibility Snapshot Reynolds & Co · Sample
Free AI Visibility Report

How Reynolds & Co appears
in AI answers right now

Aigentic tested ChatGPT and Perplexity on the questions Reynolds' buyers are actually asking. Here is what the AI systems returned.

Partially Visible
Visibility Score: 4 / 9

AI knows Reynolds & Co exists and can describe it correctly — but only when asked about "Reynolds & Co" by name. When buyers ask for the best steel structure contractors, Reynolds appears on ChatGPT but not Perplexity. When they ask for alternatives to the big fabricators, Reynolds appears on neither. Meridian appears in all three.

Side-by-side comparison
Client
Reynolds & Co
~
Appears in "best steel contractors" queries
✗
Structured knowledge-base entry (Wikidata / Wikipedia)
✗
Cited by third-party trade sources
✓
Clear, correct description of what they do
Named competitor
Meridian Structures
✓
Appears in "best steel contractors" queries
✓
Structured knowledge-base entry (Wikidata / Wikipedia)
✓
Cited by third-party trade sources
✓
Clear, correct description of what they do
What AI systems say when asked
best steel structure contractors UK 2026
Reynolds & Co: Listed on ChatGPT (position 5 of 8) but absent from Perplexity
Meridian: Featured on ChatGPT at position 2 with citations, and named by Perplexity
alternatives to the large steel fabricators for civil engineering
Reynolds & Co: Not mentioned on either platform. Both list 5–8 other firms instead.
Meridian: Named on both as a specialist alternative
what does Reynolds & Co do
Reynolds & Co: Both platforms describe a steel structures contractor correctly — but sources are almost entirely Reynolds' own website, with no third-party validation
Meridian: Described from trade press, directories and a Wikipedia entry
The gap in plain English

Why Meridian appears and Reynolds & Co doesn't

→ AI can't place Reynolds in the market. There's no structured entry (Wikidata, Wikipedia, a complete Companies profile) that tells a model what Reynolds is and where it fits. Meridian has that scaffolding, so every platform can resolve them cleanly and confidently list them.
→ Reynolds shows up on ChatGPT's "best contractors" list but is invisible to Perplexity, which many engineers and buyers now use. The difference is citations: the only sites linking to Reynolds are Reynolds' own. Meridian is referenced by trade publications and directories, so every AI platform finds them.
→ When a buyer asks for alternatives, Reynolds does not appear anywhere — despite being exactly the kind of specialist those buyers want. Their genuine strengths only surface when someone already knows to ask for "Reynolds & Co" by name.
The last page of your Snapshot
Your 90-day visibility plan

The full AI Search Audit turns this Snapshot into a dated, step-by-step plan to close the gap — this is the page it unlocks.

Weeks 1–2Fix the entity base so AI can resolve you: schema, a structured knowledge-base entry, a tightened About page. The cheapest, highest-leverage move.
Weeks 3–6Publish answer-shaped content for the eight buying-intent questions your customers actually ask, built so a model will lift and cite it.
Weeks 7–10Earn third-party citations — the trade titles, directories and mentions the AI platforms already trust in your sector.
Weeks 11–12Re-test the same questions and measure the before/after, so the movement is proven, not assumed.
Unlocked with the full AI Search Audit

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We run this on your actual brand against a competitor you name — then the full AI Search Audit delivers the 90-day plan to make you the name AI recommends.

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Reynolds & Co and Meridian Structures are fictional. The format is exactly what you receive.

Sample AI Visibility Snapshot · Aigentic runs live testing across ChatGPT, Claude, Gemini and Perplexity with a structured prompt set.

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