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AI visibility score
2.18/ 10Near-invisible

▼ 0.02 since Nov 2026

Top 25% in Automotive

As of 2026-11-09 · Engagemii Index

AI Visibility Scorecard

Ludovic FLORENT

Ludovic FLORENT

Unclaimed

ludovicflorent.com · Automotive

At 2.18/10, Ludovic FLORENT 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 Trust. That is fixable, and the signals below show where to start.

Monitoring for AI engine activity

In the Engagemii AEO index

Top 25% in Automotive for AI visibility

<1

AI Naming Predictability

i

Rarely named · <1/100

Automotive average 5

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2.18

AEO Visibility

i

Near-invisible · 2.18/10

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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35

Muse Index Score

i

AI agent readiness

Agent-ready · 35/100

Automotive average 16

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0

AI Adoption

i

None detected · 0/100

Automotive average 0

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About Ludovic FLORENT

from our crawl and measurement

Ludovic FLORENT is a business whose own site puts it this way: "Photographe professionnel depuis 2007, j’ai fait de l’humain le cœur de mon travail. Mon regard se porte sur le portrait et l’expression corporelle, explorant la manière dont le corps et le." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 2.18 out of 10.

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

Company ·
Ludovic FLORENT
Industry ·
Automotive
Site status ·
Live (The website showed an active business site when last checked (Aug 26, 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

Good

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

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 2.18/10, Ludovic FLORENT is near-invisible to AI engines today. That is fixable, and the signals above are where to start.

Picked for Ludovic FLORENT: 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/ludovicflorent

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

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

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