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AI Visibility Scorecard
Abbeal
abbeal.com · Technology
Somewhat visible. AI bots can read Abbeal, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#87,871 of 2,636,505 in Technology for AI visibility
6.5
/10
AEO Score
About Abbeal
from our crawl and measurement
Abbeal, based in Paris, describes itself simply: "Senior software, AI, data and robotics engineering teams embedded in your stack. Tri-geo Follow-the-Sun delivery from Paris, Montréal and Tokyo. Not an IT staffing firm, a...." Its AI visibility score is 6.5 out of 10: the engines can find it, but they do not have much to hold on to.
The gap is on the page itself: the site is missing structured data describing the business, an llms.txt file, a sitemap, which are the first things an answer engine looks for.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Authority
3
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 6.5/10, Abbeal has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
What is Abbeal?
Abbeal is a tri-geo engineering hub (Paris · Montréal · Tokyo) founded in 2015. We deliver embedded senior engineering squads in Software, AI, Data and Robotics for production-critical systems.
What are your areas of expertise?
Four domains: Software (web platforms, microservices, observability), AI (production LLMs, agents, RAG, MLOps), Data (data platforms, streaming, governance) and Robotics (firmware, vision, ROS, edge computing). Senior squads only — no juniors hidden behind senior rates.
Where are you based?
Three offices: Paris (54 rue Greneta, 75002), Montréal (4388 Rue Saint-Denis, H2J 2L1) and Tokyo (1-23-5 Higashi-Azabu, Minato-ku, 106-0044). Tri-geo coverage enables 24/7 follow-the-sun delivery for clients who need it.
How much does a project cost?
Rates depend on seniority level (Lead, Architect, Principal) and geography. A free 30-minute scoping call with a senior architect gives you a precise quote. No commitment required.
How do we start a project?
A 30-minute scoping call with a senior architect. We qualify context, constraints, scope. If we're aligned, we propose a team and a roadmap within 5 business days. First client deliverable typically ships within 3 weeks.
What is Mobbeal?
Mobbeal is our international mobility programme for engineers: keep your existing client, we convert your contract into expat status to Tokyo, Montréal or Paris. Visa, local payroll, legal and housing handled. Zero upfront fees. 50+ expatriated, 100% visa success.
Is this your brand?
The exact fixes for Abbeal
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/abbeal
Cite this score: Engagemii (2026). "AEO Score for Abbeal." Retrieved from https://engagemii.com/aeo/brands/abbeal
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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