AI Visibility Scorecard
Barbara Leach
barbaraleach.substack.com · Real Estate
Borderline visible. AI bots can crawl Barbara Leach, 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
#3,450 of 722,039 in Real Estate for AI visibility
62
AI Naming Predictability
iRarely named · 62/100
Real Estate average 4
Top 1% of Real Estate
See what's behind this score →5
-
Network Authority
iNot connected yet
Real Estate average 0.0
0 relationships · Real Estate average 1
See what's behind this score →5
Muse Index Score
iAI agent readiness
Basic · 5/100
Real Estate average 13
See what's behind this score →0
About Barbara Leach
from our crawl and measurement
Barbara Leach is a business whose own site puts it this way: "Former senior-level USDA & USDOT appointee (Clinton and Obama), DNC & ASDC Executive Board Member, IA farmer, Realtor, community organizer, Vice Chair - Iowa Democratic Party, Exc." When AI engines look at it, they find little to work with. It scores 4.7 out of 10.
Our crawl found a sitemap. It is missing structured data describing the business, an llms.txt file and a heading structure that lays out what it offers.
- Company ·
- Barbara Leach
- Website ·
- barbaraleach.substack.com
- Industry ·
- Real Estate
- 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
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Strong
Established authority for your domain.
Reference Presence
Strong
Recognized in AI knowledge graphs.
News & Press
Strong
Press and news coverage.
Community
Strong
Forum and community discussion.
Social Mentions
Strong
Social discussion and mentions.
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 4.7/10, Barbara Leach is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Barbara Leach
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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.
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Source & Attribution
Scored by Engagemii on October 3, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/barbaraleach-substack
Cite this score: Engagemii (2026). "AEO Score for Barbara Leach." Retrieved from https://engagemii.com/aeo/brands/barbaraleach-substack
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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