AI visibility score
4.0/ 10Fair

#236,355 of 925,093 in Healthcare

As of 2026-07-31 · Engagemii indexCheck another site →Live terminal →

AI Visibility Scorecard

Institut Westphal

Institut Westphal

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institut-westphal.com · Healthcare

Borderline visible. AI bots can crawl Institut Westphal, 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 5 times

Claude · Meta AI · Perplexity

#236,355 of 925,093 in Healthcare for AI visibility

<1

AI Naming Predictability

i

Rarely named · <1/100

Top 73% of Healthcare

4

AEO Visibility

i

Borderline · 4/10

10

Muse Index Score

i

AI agent readiness

Basic · 10/100

0

AI Adoption

i

None detected · 0/100

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About Institut Westphal

from our crawl and measurement

Institut Westphal is a business whose own site puts it this way: "auquel s’ajoute nouveau, le test ZYTO de tolérance alimentaire Coût: Nouveau: $290 Ancien: $240 Pour tout renseignement: Tél." When AI engines look at it, they find little to work with. It scores 4.0 out of 10.

On its own pages the site does well on a clear heading structure and crawler access and the files AI engines look for. It is passable on a partly stated business identity and partial sitemap and link coverage. What holds it back is structured data describing the business and credibility markers like credentials or reviews.

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.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). The site links to no social profiles, so there is nothing tying the brand to a wider presence.

Industry · Healthcare
Last scored · Jul 31, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Weak

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Good

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

Strong

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

Good

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 4/10, Institut Westphal is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for Institut Westphal: 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 July 31, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/institut-westphal

Cite this score: Engagemii (2026). "AEO Score for Institut Westphal." Retrieved from https://engagemii.com/aeo/brands/institut-westphal

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

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