AI Visibility Scorecard
Generative Competitive Research
gc-research.com · Professional Services
Borderline visible. AI bots can crawl Generative Competitive Research, 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
#135,929 of 528,823 in Professional Services for AI visibility
3
AI Naming Predictability
iRarely named · 3/100
Professional Services average 8
Top 64% of Professional Services
See what's behind this score →4
-
Network Authority
iNot connected yet
Professional Services average 0.0
0 relationships · Professional Services average 1
See what's behind this score →50
Muse Index Score
iAI agent readiness
Agent-ready · 50/100
Professional Services average 18
See what's behind this score →0
About Generative Competitive Research
from our crawl and measurement
"Market research firm in Medellín, Colombia. ESOMAR individual member. 338 studies across 33 sectors in 18 years of fieldwork in Latin and North America." That is how Market Research Agency in Colombia, LATAM & North America of Medellín, Antioquia introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Our crawl found structured data on the page (LocalBusiness, WebSite, WebPage), an llms.txt file for AI models and a readable heading structure. It is missing a sitemap.
- Company ·
- Generative Competitive Research
- Website ·
- gc-research.com
- Industry ·
- Professional Services
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Oct 3, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Strong
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
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 read your site and name it in answers. At 4/10, Generative Competitive Research is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What does it cost to be wrong?
A repositioned brand that misses. A product launched at the wrong price. A market entered on a hunch. Those decisions get made either way — the only question is whether they get made on evidence.Research is not an expense line. It is the cheapest part of a big decision: the part that tells you whether the rest of the budget is about to work.We right-size it.
Is this your brand?
The exact fixes for Generative Competitive Research
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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.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for Generative Competitive Research.
Source & Attribution
Scored by Engagemii on October 3, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/gc-research
Cite this score: Engagemii (2026). "AEO Score for Generative Competitive Research." Retrieved from https://engagemii.com/aeo/brands/gc-research
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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