AI Visibility Scorecard
Ad'Hoc Research
adhocresearch.com · Technology
Borderline visible. AI bots can crawl Ad'Hoc Research, 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 7 times
Claude · Meta AI · Amazon Alexa
#654,091 of 2,705,977 in Technology for AI visibility
0
AI Naming Predictability
iRarely named · 0/100
More likely to be named than 59% of Technology companies
4
AEO Visibility
iBorderline · 4.2/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
0
AI Adoption
iNone detected · 0/100
About Ad'Hoc Research
from our crawl and measurement
"AD'HOC RESEARCH conçoit des études marketing sur mesure, innovantes et fiables pour comprendre vos marchés et développer vos marques." That is how Ad'Hoc Research introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 out of 10.
Our crawl found structured data on the page (WebPage, BreadcrumbList, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
Strong
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 4.2/10, Ad'Hoc Research is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Vous avez un projet d’études marketing en France ou à l’international, en B2C ou en B2B ?
En savoir plus Nos experts vous accompagnent pour collecter, analyser et restituer vos données à travers des études ad hoc. Ils vous proposent des approches sur mesure quanti, quali, hybrides et en mettant en œuvre des outils de collecte en ligne via des panels ou les réseaux sociaux, en face à face, ou par téléphone.
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The exact fixes for Ad'Hoc Research
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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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Ad'Hoc Research.
Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/adhocresearch
Cite this score: Engagemii (2026). "AEO Score for Ad'Hoc Research." Retrieved from https://engagemii.com/aeo/brands/adhocresearch
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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