Challenger-band brand in Automotive, currently scoring 53 on AI visibility.
Authority scores 65 — above category average
Placeholder narrative for Vauxhall. Replace with audit-derived copy.
Identity scores 53 — above category average
Placeholder narrative for Vauxhall. Replace with audit-derived copy.
Comprehension scores 53 — above category average
Placeholder narrative for Vauxhall. Replace with audit-derived copy.
Crawlability scores 41 — below category average
Placeholder narrative for Vauxhall. Replace with audit-derived copy.
Identity scores 53 — below category average
Placeholder narrative for Vauxhall. Replace with audit-derived copy.
Comprehension scores 53 — below category average
Placeholder narrative for Vauxhall. Replace with audit-derived copy.
Category leader
Jaguar Land Rover
jaguarlandrover.com
Score
66
Jaguar Land Rover leads the category on AI visibility. The largest gaps for Vauxhall are in source authority and crawler accessibility.
"What are the best UK automotive brands in 2026?"
Sample response covering automotive options in the UK market. Vauxhall appears among the suggestions, alongside several competitor brands. This is placeholder copy until the live Panel data is wired in.
Captured 14 Apr 2026 · Templates v2026-Q2
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. Selection is by Tranco rank within category, with eligibility verified per Companies House. Composition is reshuffled annually; scores refresh quarterly.
Behind this gate
See exactly which of the 35 signals are working for Vauxhall — and which are dragging the score down.
Identity
53
Crawlability
41
Comprehension
53
Authority
65
| Refresh | Score | Δ | Rank in cat. | Captured |
|---|---|---|---|---|
| Q2 2026 | 53 | 0 | 03 | 14 Apr 2026 |
| Q1 2026 | 53 | — | 03 | 12 Jan 2026 |
A single-script embed badge for press, partner sites and brand pages will be available after launch.
<script src="https://gensight.ai/embed.js" data-brand="vauxhall"></script>For Vauxhall
Verified brand owners get the full 35-signal breakdown, prescriptive remediation roadmap, and quarterly tracking — not on the public Index.
Claim this brand →For everyone else
Run the same methodology against any brand or product. From £99 one-off, or subscribe for ongoing tracking.
Start an audit →