What is a ChatGPT visibility audit?

A ChatGPT visibility audit tests whether your business is named when real buyers ask ChatGPT for recommendations in your category. It runs the same queries your customers run, captures the verbatim responses, and scores how often you appear versus competitors.

How do I check if my business shows up when buyers ask ChatGPT for recommendations?

Run a free audit at askedaudits.com - pick your business from Google, and we fire four real buyer-intent queries at gpt-4o and return the verbatim answers, who got named instead of you, and a 0-100 visibility score in under 60 seconds.

What is GEO (Generative Engine Optimization)?

Generative Engine Optimization (GEO) is the discipline of getting cited by AI systems that synthesise answers - ChatGPT, Perplexity, Claude, Gemini, Bing Copilot. It is the AI-search equivalent of SEO, with different ranking inputs (schema, citations, Wikidata, reviews, authority sources).

How is GEO different from SEO?

SEO optimises for ranked blue links on Google. GEO optimises to be named in the AI-generated paragraph that increasingly replaces those links. The fundamentals overlap (schema, citations, reviews) but GEO weights Bing, Wikidata, Reddit, and editorial authority far more heavily than classic SEO.

How long does it take to rank on ChatGPT?

ChatGPT Browse (live retrieval via Bing) reflects new schema, Bing Places and citation work within days. Training-data inclusion takes one full model refresh cycle (months). Our 14-day playbook is engineered to move the live-retrieval surfaces first - score movement is typically visible within two weeks.

Asked

ChatGPT Visibility Leaderboard · Updated 20 May 2026

Loft Conversion in Reading
- ranked by who ChatGPT actually recommends.

Name: Asked AI Visibility Audit
Brand: Asked
Availability: InStock

We asked ChatGPT three buyer-intent questions about loft conversion in Reading - the kind a real customer would type. Then we ranked every active GMB listing we could find by how visibly ChatGPT named them. 10 businesses audited.

The business taking your leads

Abbey Lofts

Named by ChatGPT for 9 out of 10 Reading loft conversion businesses we audited. They are not paying for ads. They are not necessarily the best business. They are the business ChatGPT's training has decided to recommend - which is the only thing that matters when a buyer asks AI for a recommendation now.

The 10-business ranking

Top of list = highest ChatGPT visibility right now. Below average = your competitors are getting the leads.

#BusinessScoreGradeWho ChatGPT named insteadAction

#1
The Loft Conversion Company
★ 4.7 · 30 Google reviews
ChatGPT visibility
50/ 100
D
Who ChatGPT named instead
Abbey LoftsA+· 100
★ 3.6 · 7 Google reviews
The bar you need to clear · taking your AI leads
Audit this business →Or skip ahead · get the £99 fix →
#1
The Loft Conversion Company
★ 4.7 · 30 Google reviews
50
/ 100
D
Abbey LoftsA+· 100
★ 3.6 · 7 Google reviews
The bar you need to clear · taking your AI leads
Audit this →Get fix · £99
#2
Loftplan Designs
★ 4.9 · 366 Google reviews
ChatGPT visibility
50/ 100
D
Who ChatGPT named instead
Abbey LoftsA+· 100
★ 3.6 · 7 Google reviews
The bar you need to clear · taking your AI leads
Audit this business →Or skip ahead · get the £99 fix →
#2
Loftplan Designs
★ 4.9 · 366 Google reviews
50
/ 100
D
Abbey LoftsA+· 100
★ 3.6 · 7 Google reviews
The bar you need to clear · taking your AI leads
Audit this →Get fix · £99
#3
Houseline Construction
★ 4.7 · 14 Google reviews
ChatGPT visibility
35/ 100
F
Who ChatGPT named instead
Thames Valley LoftsC· 70
★ 4.3 · 67 Google reviews
The bar you need to clear · taking your AI leads
Audit this business →Or skip ahead · get the £99 fix →
#3
Houseline Construction
★ 4.7 · 14 Google reviews
35
/ 100
F
Thames Valley LoftsC· 70
★ 4.3 · 67 Google reviews
The bar you need to clear · taking your AI leads
Audit this →Get fix · £99
#4
Da Vinci Builders
★ 4.6 · 9 Google reviews
ChatGPT visibility
35/ 100
F
Who ChatGPT named instead
Abbey LoftsA+· 100
★ 3.6 · 7 Google reviews
The bar you need to clear · taking your AI leads
Audit this business →Or skip ahead · get the £99 fix →
#4
Da Vinci Builders
★ 4.6 · 9 Google reviews
35
/ 100
F
Abbey LoftsA+· 100
★ 3.6 · 7 Google reviews
The bar you need to clear · taking your AI leads
Audit this →Get fix · £99
#5
Morris & Blunt Construction
★ 4.6 · 26 Google reviews
ChatGPT visibility
35/ 100
F
Who ChatGPT named instead
Abbey LoftsA+· 100
★ 3.6 · 7 Google reviews
The bar you need to clear · taking your AI leads
Audit this business →Or skip ahead · get the £99 fix →
#5
Morris & Blunt Construction
★ 4.6 · 26 Google reviews
35
/ 100
F
Abbey LoftsA+· 100
★ 3.6 · 7 Google reviews
The bar you need to clear · taking your AI leads
Audit this →Get fix · £99
#6
M J Welford Construction
★ 5.0 · 16 Google reviews
ChatGPT visibility
30/ 100
F
Who ChatGPT named instead
Abbey LoftsA+· 100
★ 3.6 · 7 Google reviews
The bar you need to clear · taking your AI leads
Audit this business →Or skip ahead · get the £99 fix →
#6
M J Welford Construction
★ 5.0 · 16 Google reviews
30
/ 100
F
Abbey LoftsA+· 100
★ 3.6 · 7 Google reviews
The bar you need to clear · taking your AI leads
Audit this →Get fix · £99
#7
The Loft Room
★ 5.0 · 381 Google reviews
ChatGPT visibility
30/ 100
F
Who ChatGPT named instead
Abbey LoftsA+· 100
★ 3.6 · 7 Google reviews
The bar you need to clear · taking your AI leads
Audit this business →Or skip ahead · get the £99 fix →
#7
The Loft Room
★ 5.0 · 381 Google reviews
30
/ 100
F
Abbey LoftsA+· 100
★ 3.6 · 7 Google reviews
The bar you need to clear · taking your AI leads
Audit this →Get fix · £99
#8
Life Lofts
★ 5.0 · 27 Google reviews
ChatGPT visibility
30/ 100
F
Who ChatGPT named instead
Abbey LoftsA+· 100
★ 3.6 · 7 Google reviews
The bar you need to clear · taking your AI leads
Audit this business →Or skip ahead · get the £99 fix →
#8
Life Lofts
★ 5.0 · 27 Google reviews
30
/ 100
F
Abbey LoftsA+· 100
★ 3.6 · 7 Google reviews
The bar you need to clear · taking your AI leads
Audit this →Get fix · £99
#9
Touchstone Lofts
★ 4.8 · 77 Google reviews
ChatGPT visibility
30/ 100
F
Who ChatGPT named instead
Abbey LoftsA+· 100
★ 3.6 · 7 Google reviews
The bar you need to clear · taking your AI leads
Audit this business →Or skip ahead · get the £99 fix →
#9
Touchstone Lofts
★ 4.8 · 77 Google reviews
30
/ 100
F
Abbey LoftsA+· 100
★ 3.6 · 7 Google reviews
The bar you need to clear · taking your AI leads
Audit this →Get fix · £99
#10
County Garage Conversions
★ 4.8 · 37 Google reviews
ChatGPT visibility
30/ 100
F
Who ChatGPT named instead
Abbey LoftsA+· 100
★ 3.6 · 7 Google reviews
The bar you need to clear · taking your AI leads
Audit this business →Or skip ahead · get the £99 fix →
#10
County Garage Conversions
★ 4.8 · 37 Google reviews
30
/ 100
F
Abbey LoftsA+· 100
★ 3.6 · 7 Google reviews
The bar you need to clear · taking your AI leads
Audit this →Get fix · £99

Is your business missing?

Run a free audit on yourself.

We can audit any UK or US business in 60 seconds. If you're not on this list, you should be. If you are on this list and your ranking surprises you, here's where the fix starts.

Run your free audit →

How the score works

ChatGPT visibility score

For each business we ran three buyer-intent queries against ChatGPT-4o: a discovery query, a comparison query, and a direct-name query. We graded each response on whether the business was named, where in the list, sentiment, and how prominently their competitors were positioned. The composite 0-100 score is the result.

Methodology details, sample ChatGPT responses, and a full per- business breakdown are available in the £99 visibility audit workbook.

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Updated 20 May 2026

Loft Conversion in Reading- ranked by who ChatGPT actually recommends.

The 10-business ranking

Run a free audit on yourself.

ChatGPT visibility score

Share this leaderboard

Loft Conversion in Reading
- ranked by who ChatGPT actually recommends.