Carwow AI Visibility Score | UK AI Visibility Index

What's working

Carwow is a well-established and highly visible online car marketplace in the UK, demonstrating strong foundational SEO and brand presence. While excelling in core transactional functions, there are opportunities to enhance its machine-readable footprint for advanced AI retrieval and semantic dominance.

01
Foundational scores 100 — identity surface is clean and consistent
02
Entity Resolution scores 76 — canonical entity recognition is strong
03
Authority & Citation scores 62 — third-party validation is present

What's not

01

Auto Trader dominates "Electric Vehicle Transition Guides"

Create comprehensive guides comparing popular EV models, detailing charging infrastructure, running costs, and government incentives, leveraging Carwow's pricing data to provide unique value.
02

Trustpilot / Google Reviews dominates "Dealer Performance & Trust Metrics"

Publish aggregated, anonymized dealer performance data and customer satisfaction scores, presented with schema, to build trust and offer unique, indexable insights into the dealer network.
03

Deloitte / PwC dominates "Future of Automotive Retail"

Develop thought leadership articles and reports on emerging trends in car ownership, autonomous vehicles, and digital retail, positioning Carwow as an industry expert with forward-looking insights.

Closest competitor

Closest competitor in semantic space

Auto Trader

Score

—

Gap on AI Visibility —

Stronger on In-depth, Data-Backed EV Comparison Guides

Stronger on Proprietary Dealer Performance Reports

Auto Trader currently dominates citations for electric vehicle transition guides. Create comprehensive guides comparing popular EV models, detailing charging infrastructure, running costs, and government incentives, leveraging Carwow's pricing data to provide unique value.

What AI said Gemini · UK

Methodology

Each brand in the UK AI Visibility Index is scored by GenSight's 35-signal deterministic scoring engine covering training-corpus presence, retrievability, source authority and competitive position. Brands are selected by Tranco rank within category, with cultural-perception classification verifying each brand reads as British, and editorial review for borderline cases. Composition is reshuffled annually; scores refresh quarterly.

How brands are selected

› 35-signal breakdown Gated

31 discrete · 4 continuous

Canonical URL●

Social Media Presence●

Clear Value Proposition●

Wikidata Presence●

Entity Graph (Wikidata API)●

Organization Schema●

robots.txt Allows AI●

Semantic HTML Architecture●

llms.txt Published●

Aggregate Social Proof●

Top 5 in Gemini Search●

High DR/PR Citations●

Behind this gate

See exactly which of the 35 signals are working for Carwow — and which are dragging the score down.

·Per-signal pass/fail with explanation
·Which crawlers are blocked, which are open
·Schema, citation and authority diagnostics

› Pillar scores

4 pillars

Foundational

100

Entity Resolution

Technical & RAG

Authority & Citation

› Score history

2 audits

Refresh	Score	Δ	Rank in cat.	Captured
Q3 2026	66	—	04	5 Aug 2026
Q2 2026	59	—	04	7 May 2026

› Embed this score

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Preview

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<div data-gensight-embed="uk-brand" data-slug="carwow"></div>

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For Carwow

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