AI Visibility Scorecard
starter kit
futuringlab.com · Education
Somewhat visible. AI bots can read starter kit, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#182,145 of 936,935 in Education for AI visibility
6
AEO Visibility
iBorderline · 5.5/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
0
AI Adoption
iNone detected · 0/100
About starter kit
from our crawl and measurement
starter kit is a business whose own site puts it this way: "Futuring Lab vous aide à créer de la valeur collective. Découvrez nos solutions conçues pour la co-construction et la prise de décision." Its AI visibility score is 5.5 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (Organization, Person, WebSite), an llms.txt file for AI models and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
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
Strong
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
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 5.5/10, starter kit has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Besoin d'un accompagnement ?
Expertise : 20 ans dans le développement des outils et méthodes de prospective stratégique, la gestion de crise et l'aide à la décision. Confidentialité : Sécurité des données garantie. Innovation & Transformation des organisations : Création de valeur collective. Contactez nous pour une démonstration
Pourquoi nous faire confiance ?
Expertise, écoute, conseil, confidentialité, innovation, décision, transformation – Nous mettons tout en œuvre pour répondre à vos besoins.
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Is this your brand?
The exact fixes for starter kit
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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Source & Attribution
Scored by Engagemii on September 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/futuringlab
Cite this score: Engagemii (2026). "AEO Score for starter kit." Retrieved from https://engagemii.com/aeo/brands/futuringlab
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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