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AI Visibility Scorecard
Instinct and Reason
instinctandreason.com · Technology
Somewhat visible. AI bots can read Instinct and Reason, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#765,108 of 2,722,093 in Technology for AI visibility
5.2
/10
AEO Score
About Instinct and Reason
from our crawl and measurement
Instinct and Reason is a business whose own site puts it this way: "Instinct & Reason is an independent market research and strategic insight consultancy founded in 2002. We combine local knowledge with a global perspective." Its AI visibility score is 5.2 out of 10: the engines can find it, but they do not have much to hold on to.
The site does the on-page work well, with structured data on the page (WebSite, Organization), an llms.txt file for AI models, a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
7
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
10
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
1
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 5.2/10, Instinct and Reason has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Instinct and Reason
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on August 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/instinctandreason
Cite this score: Engagemii (2026). "AEO Score for Instinct and Reason." Retrieved from https://engagemii.com/aeo/brands/instinctandreason
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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