#757,609 OF 2,699,841 IN TECHNOLOGY
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AI Visibility Scorecard
LEAD Tool
lead.openei.org · Technology
Somewhat visible. AI bots can read LEAD Tool, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#757,609 of 2,699,841 in Technology for AI visibility
5
AEO Visibility
iBorderline · 5.1/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About LEAD Tool
from our crawl and measurement
LEAD Tool is a business whose own site puts it this way: "The Low-Income Energy Affordability Data (LEAD) Tool helps users create better energy strategies by improving their understanding of low income housing and energy characteristics." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 0.6 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
0
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
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
0
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
5
Established authority for your domain.
Reference Presence
10
Recognized in AI knowledge graphs.
News & Press
7
Press and news coverage.
Community
1
Forum and community discussion.
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 5.1/10, LEAD Tool has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for LEAD Tool
Which AI engines already crawl you
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for LEAD Tool.
Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/lead-openei-org
Cite this score: Engagemii (2026). "AEO Score for LEAD Tool." Retrieved from https://engagemii.com/aeo/brands/lead-openei-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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