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AI Visibility Scorecard
theroadmapai.com · Technology
Borderline visible. AI bots can crawl RoadmapAI, 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
#1,275,156 of 2,623,574 in Technology for AI visibility
4.7
/10
AEO Score
from our crawl and measurement
RoadmapAI From Feedback to Roadmap, Automatically describes itself simply: "Capture feature requests and auto-build roadmaps with AI. The smartest way to plan your product." When AI engines look at it, they find little to work with. It scores 4.5 out of 10.
Our crawl found structured data on the page (Organization, SoftwareApplication, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Trust
0
Little domain authority yet.
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.
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 4.7/10, RoadmapAI is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for RoadmapAI
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Tech buyers are the most research-intensive shoppers on the internet.
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Scored by Engagemii on August 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/theroadmapai
Cite this score: Engagemii (2026). "AEO Score for RoadmapAI." Retrieved from https://engagemii.com/aeo/brands/theroadmapai
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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