AI Visibility Scorecard
Randall Harper
randallharper.com · Finance & Insurance
Borderline visible. AI bots can crawl Randall Harper, 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.
AI engines read this profile 3 times
Claude · Parallel · Perplexity
#499,764 of 791,647 in Finance & Insurance for AI visibility
7
AI Naming Predictability
iRarely named · 7/100
Finance & Insurance average 12
Top 47% of Finance & Insurance
See what's behind this score →3.7
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Finance & Insurance average 1. Claim your page and Engagemii is your first.
See what's behind this score →0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
Finance & Insurance average 16
See what's behind this score →0
About Randall Harper
from our crawl and measurement
Randall Harper is a Meriden, CT business whose own site puts it this way: "When you need clear answers, straightforward advice, and a mortgage that’s affordable today and into your future, Randall is here for you." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.7 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
- Company ·
- Randall Harper
- Website ·
- randallharper.com
- Industry ·
- Finance & Insurance
- Location ·
- Meriden, CT
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Aug 11, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
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 3.7/10, Randall Harper is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Randall Harper
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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 August 11, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/randallharper
Cite this score: Engagemii (2026). "AEO Score for Randall Harper." Retrieved from https://engagemii.com/aeo/brands/randallharper
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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