AI Visibility Scorecard
Harmonia Assurance
· Food & Beverage
Borderline visible. AI bots can crawl Harmonia Assurance, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#1,219,704 of 1,391,828 in Food & Beverage for AI visibility
<1
AI Naming Predictability
iRarely named · <1/100
Food & Beverage average 12
Top 80% of Food & Beverage
See what's behind this score →4
-
Network Authority
iNot connected yet
Food & Beverage average 0.0
0 relationships · Food & Beverage average 2
See what's behind this score →10
Muse Index Score
iAI agent readiness
Basic · 10/100
Food & Beverage average 18
See what's behind this score →0
About Harmonia Assurance
from our crawl and measurement
assurancesabitibi.com is a business whose own site puts it this way: "Harmonia Assurance est votre partenaire de choix et la référence pour vos produits en assurance et vos services financiers. De concert avec vous depuis plus de 70 ans!." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.5 out of 10.
Our crawl found structured data on the page (InsuranceAgency, WebSite), a readable heading structure, substantial page content. It also found the gaps that keep answer engines guessing: an llms.txt file, a sitemap.
- Company ·
- Harmonia Assurance
- Website ·
- assurancesabitibi.com
- Industry ·
- Food & Beverage
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Aug 26, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
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.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
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 read your site and name it in answers. At 3.5/10, Harmonia Assurance is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
À la recherche d’une assurance auto, habitation ou entreprise?
Obtenez une soumission en ligne auprès de l’Agence autorisée. AutoHabitationAuto + HabitationEntreprise Fermer Fermer
Is this your brand?
The exact fixes for Harmonia Assurance
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on August 26, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/assurancesabitibi
Cite this score: Engagemii (2026). "AEO Score for Harmonia Assurance." Retrieved from https://engagemii.com/aeo/brands/assurancesabitibi
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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