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AI Visibility Scorecard

V12 Drift

V12 Drift

Unclaimed

v12drift.com · Media & Entertainment

Borderline visible. AI bots can crawl V12 Drift, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.

AI engines read this profile 1 times

Claude

#1,447,798 of 1,909,071 in Media & Entertainment for AI visibility

3.6

/10

AEO Score

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About V12 Drift

from our crawl and measurement

"Qualifying top 5 in a grid of 8 at British level on multiple occasions through Driftleague GB & British Drift Championship we are hoping to improve again for the 2025 season." That is how V12 Drift introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.6 out of 10.

Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.

Industry · Media & Entertainment
Last scored · Aug 31, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

8

Clear headings and answer-style content.

Entity Clarity

3

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

4

Experience, Expertise, Authority, Trust markers.

Technical AEO

5

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

6

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

1

Inbound links from other sites.

Domain Authority

0

Little domain authority yet.

Reference Presence

0

Not in AI knowledge graphs yet.

News & Press

0

No press coverage found yet.

Community

0

No community discussion yet.

Social Mentions

0

No social discussion found yet.

What this score means

Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 3.6/10, V12 Drift is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for V12 Drift: How-To

How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide

The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.

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Source & Attribution

Scored by Engagemii on August 31, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/v12drift

Cite this score: Engagemii (2026). "AEO Score for V12 Drift." Retrieved from https://engagemii.com/aeo/brands/v12drift

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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