AI Visibility Scorecard
Leblanc Bourque Arsenault rejoint Raymond Chabot Grant Thornton
lbainc.com · Food & Beverage
Borderline visible. AI bots can crawl Leblanc Bourque Arsenault rejoint Raymond Chabot Grant Thornton, 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 2 times
Claude
#377,950 of 1,391,575 in Food & Beverage for AI visibility
19
AI Naming Predictability
iRarely named · 19/100
Food & Beverage average 12
Top 16% of Food & Beverage
See what's behind this score →4
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Food & Beverage average 2. Claim your page and Engagemii is your first.
See what's behind this score →20
Muse Index Score
iAI agent readiness
Basic · 20/100
Food & Beverage average 18
See what's behind this score →0
About Leblanc Bourque Arsenault rejoint Raymond Chabot Grant Thornton
from our crawl and measurement
"Engagée à offrir un service personnalisé de grande qualité aux entreprises de la Gaspésie, la firme Leblanc Bourque Arsenault inc." That is how Leblanc Bourque Arsenault rejoint Raymond Chabot Grant Thornton introduces itself. When AI engines look at it, they find little to work with. It scores 4.0 out of 10.
Our crawl found structured data on the page (BreadcrumbList, WebPage, NewsArticle) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).
- Company ·
- Leblanc Bourque Arsenault rejoint Raymond Chabot Grant Thornton
- Website ·
- lbainc.com
- Industry ·
- Food & Beverage
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Oct 18, 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 4/10, Leblanc Bourque Arsenault rejoint Raymond Chabot Grant Thornton is crawlable but under-signaled - fixable, and the signals above are where to start.
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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 October 18, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/lbainc
Cite this score: Engagemii (2026). "AEO Score for Leblanc Bourque Arsenault rejoint Raymond Chabot Grant Thornton." Retrieved from https://engagemii.com/aeo/brands/lbainc
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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