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AI Visibility Scorecard
Pathlight
buildwithpathlight.com · Technology
At 1.6/10, Pathlight is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
AI engines read this profile 1 times
ChatGPT
#2,384,317 of 2,653,809 in Technology for AI visibility
1.6
/10
AEO Score
About Pathlight
from buildwithpathlight.com
Visual strategies to align teams around what matters most. Build better product roadmaps with Pathlight's simple yet powerful tool. Features RICES scoring, AI suggestions, and team collaboration. Star
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
0
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
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
4
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
2
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
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 1.6/10, Pathlight is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Pathlight
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Source & Attribution
Scored by Engagemii on September 5, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/buildwithpathlight
Cite this score: Engagemii (2026). "AEO Score for Pathlight." Retrieved from https://engagemii.com/aeo/brands/buildwithpathlight
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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