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AI Visibility Scorecard

ELF | A brand of passion

ELF | A brand of passion

Unclaimed

elf.com · Automotive

Somewhat visible. AI bots can read ELF | A brand of passion, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 5 times

Apple Intelligence · ChatGPT · Claude

#1,099 of 324,120 in Automotive for AI visibility

6.7

/10

AEO Score

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About ELF | A brand of passion

from our crawl and measurement

"TotalEnergies is a global multi-energy company that produces and supplies oil, natural gas, biofuels, renewables and electricity, covering the entire energy value chain while committing to." That is how ELF introduces itself. Its AI visibility score is 6.7 out of 10: the engines can find it, but they do not have much to hold on to.

On its own pages the site does well on a clearly stated business identity, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on some structured data and a workable page structure. What holds it back is credibility markers like credentials or reviews.

Off the page, other sites link to it and AI engines recognise it as a distinct business. There is some, but not much, sign that the domain is only lightly established. Beyond that, 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.

AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri). It does link out to several social profiles, which helps engines tie the brand together.

Industry · Automotive
Last scored · Jul 31, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

6

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

5

Clear headings and answer-style content.

Entity Clarity

7

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

10

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

AI Discoverability

8

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

10

Inbound links from other sites.

Domain Trust

4

Established authority for your domain.

Entity Presence

10

Recognized in AI knowledge graphs.

News Mentions

0

No press coverage found yet.

Community

0

No community discussion yet.

Reddit

0

No Reddit mentions 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 6.7/10, ELF | A brand of passion has a working base to build on - fixable, and the signals above are where to start.

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The exact fixes for ELF | A brand of passion

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for ELF | A brand of passion: AEO & AI Search

The AEO Checklist Every Small Business Owner Needs Right Now

Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.

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Source & Attribution

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

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

Cite this score: Engagemii (2026). "AEO Score for ELF | A brand of passion." Retrieved from https://engagemii.com/aeo/brands/elf

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

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