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AI Visibility Scorecard

Blenkhorn's Auto Recyclers Ltd

Blenkhorn's Auto Recyclers Ltd

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blenkhorn.com · Automotive

Borderline visible. AI bots can crawl Blenkhorn's Auto Recyclers Ltd, 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.

Monitoring for AI engine activity

In the Engagemii AEO index

#263,945 of 346,804 in Automotive for AI visibility

4

AEO Visibility

i

Near-invisible · 3.6/10

5

Muse Index Score

i

AI agent readiness

Basic · 5/100

0

AI Adoption

i

None detected · 0/100

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About Blenkhorn's Auto Recyclers Ltd

from our crawl and measurement

Blenkhorn's Auto Recyclers Ltd. Car Sales Truro Nova Scotia describes itself simply: "Using recycled auto parts benefits the consumer because they can save money by spending a fraction of the cost of new OEM parts or supply parts that may no longer be available from the OEM." When AI engines look at it, they find little to work with. It scores 3.6 out of 10.

Our crawl found a sitemap. It is missing structured data describing the business, an llms.txt file and a heading structure that lays out what it offers.

Industry · Automotive
Last scored · Sep 13, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

5

Clear headings and answer-style content.

Entity Clarity

9

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

3

Experience, Expertise, Authority, Trust markers.

Technical AEO

6

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, Blenkhorn's Auto Recyclers Ltd is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for Blenkhorn's Auto Recyclers Ltd: 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 September 13, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Blenkhorn's Auto Recyclers Ltd." Retrieved from https://engagemii.com/aeo/brands/blenkhorn

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

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