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AI visibility score
1.43/ 10Near-invisible

▲ 0.03 since Nov 2026

Top 50% in Automotive

As of 2026-11-09 · Engagemii Index

AI Visibility Scorecard

LemonInspect

LemonInspect

Unclaimed

lemoninspect.com · Automotive

At 1.43/10, LemonInspect is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are E-E-A-T Signals, Backlinks and Domain Authority. That is fixable, and the signals below show where to start.

AI engines read this profile 2 times

Claude

Top 50% in Automotive for AI visibility

3

AI Naming Predictability

i

Rarely named · 3/100

Automotive average 5

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1.43

AEO Visibility

i

Near-invisible · 1.43/10

Automotive average 1.4

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-

Network Authority

i

Not connected yet

0 relationships on record. Businesses in Automotive average 5. Claim your page and Engagemii is your first.

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25

Muse Index Score

i

AI agent readiness

Basic · 25/100

Automotive average 16

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0

AI Adoption

i

None detected · 0/100

Automotive average 0

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About LemonInspect

from our crawl and measurement

LemonInspect is a business whose own site puts it this way: "Check the history of a used car from South Korea by VIN. Review Korean registration, insurance accident, mileage, flood and recall records before or after import." When AI engines look at it, they find little to work with. It scores 1.43 out of 10.

Our crawl found structured data on the page (Organization, WebSite, Service), a sitemap and a readable heading structure. It is missing an llms.txt file.

AI crawlers have read this profile 2 times in our tracking, including ClaudeBot (Anthropic).

Company ·
LemonInspect
Industry ·
Automotive
Site status ·
Live (The website showed an active business site when last checked (Nov 1, 2026).)
Last scored ·
Nov 9, 2026

The 6 on-page signals AI reads

Strong · Good · Fair · Weak

Structured Data

Good

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Strong

Clear headings and answer-style content.

Entity Clarity

Fair

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

Weak

Experience, Expertise, Authority, Trust markers.

Technical AEO

Good

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

AI Discoverability

Good

Sitemaps and entity links AI can follow.

The 6 off-page signals AI reads

How the web signals your brand to AI

Backlinks

Weak

No inbound links found yet.

Domain Authority

Weak

Little domain authority yet.

Reference Presence

-

Not yet measured.

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 read your site and name it in answers. At 1.43/10, LemonInspect is near-invisible to AI engines today. That is fixable, and the signals above are where to start.

Frequently Asked Questions

Why does buying a used car always have to feel uncertain?

Information gaps in used-car transactions push countless buyers into the wrong choices every year, leaving them with significant repair costs and irreversible losses.Hidden Accident HistoryA market where accident-damaged cars are circulated as accident-free.

Picked for LemonInspect: AEO & AI Search

Why your brand doesn't show up in ChatGPT answers (and how to fix it)

ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.

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Source & Attribution

Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology

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

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

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

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