AI VISIBILITY SCOREAS OF 2026-08-01 · ENGAGEMII INDEX
3.7/ 10

▲ 0.7 since Jun 2026

#292,721 OF 365,114 IN AUTOMOTIVE

SCORED BY THE SAME PIPELINE AS 54M+ COMPANIES · SIX ON-PAGE SIGNALS + OFF-PAGE AUTHORITYCHECK ANOTHER SITE →THE INDEX →

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AI Visibility Scorecard

Lewis

Lewis

Unclaimed
⚠ Identity mismatch

leescycle.com · Automotive

Borderline visible. AI bots can crawl Lewis, 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 4 times

Meta AI · Claude

#292,721 of 365,114 in Automotive for AI visibility

4

AEO Visibility

i

Near-invisible · 3.7/10

25

Muse Index Score

i

AI agent readiness

Agent-ready · 25/100

0

AI Adoption

i

None detected · 0/100

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About Lewis

from our crawl and measurement

Leescycle describes itself simply: "August 1, 2026 The Mini Cooper, a symbol of British automotive ingenuity and spirited driving, presents a unique blend of style and performance." When AI engines look at it, they find little to work with. It scores 3.8 out of 10.

On its own pages the site does well on a clearly stated business identity. What holds it back is structured data describing the business, a heading structure that lays out what it offers, credibility markers like credentials or reviews, sitemaps and entity links AI can follow and the technical files AI engines look for, such as llms.txt or an open robots.txt.

Off the page, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.

The site links to no social profiles, so there is nothing tying the brand to a wider presence.

Industry · Automotive
Last scored · Aug 1, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Fair

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Fair

Clear headings and answer-style content.

Entity Clarity

Good

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

Good

Experience, Expertise, Authority, Trust markers.

Technical AEO

Weak

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

AI Discoverability

Fair

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

Fair

Inbound links from other sites.

Domain Authority

Weak

Little domain authority yet.

Reference Presence

Weak

Not in AI knowledge graphs yet.

News & Press

Weak

No press coverage found yet.

Community

Weak

No community discussion yet.

Social Mentions

Weak

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 3.7/10, Lewis is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for Lewis: 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 1, 2026. Methodology: engagemii.com/aeo/methodology

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

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

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

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