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AI Visibility Scorecard
AI for Earth’s Hardest Problems
torqueagi.com · Technology
Somewhat visible. AI bots can read AI for Earth’s Hardest Problems, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
Claude · Apple Intelligence
#606,054 of 2,602,224 in Technology for AI visibility
5.3
/10
AEO Score
About AI for Earth’s Hardest Problems
from our crawl and measurement
AI for Earth’s Hardest Problems is a business whose own site puts it this way: "We develops modular AI components, foundational agent models that perceive, reason, and act in unstructured environments." Its AI visibility score is 5.3 out of 10: the engines can find it, but they do not have much to hold on to.
On its own pages the site does well on a clear heading structure. It is passable on basic crawler access and partial sitemap and link coverage. What holds it back is a clearly stated business identity, credibility markers like credentials or reviews and structured data describing the business.
Off the page, other sites link to it. There is some, but not much, sign that the domain is only lightly established and press coverage is thin. Beyond that, AI engines do not yet recognise it as a distinct business, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri). The business dates to 2024.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
3
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
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
6
Inbound links from other sites.
Domain Trust
3
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
1
Press and news coverage.
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 5.3/10, AI for Earth’s Hardest Problems has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for AI for Earth’s Hardest Problems
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Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/torqueagi
Cite this score: Engagemii (2026). "AEO Score for AI for Earth’s Hardest Problems." Retrieved from https://engagemii.com/aeo/brands/torqueagi
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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