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AI Visibility Scorecard
Jon J Harper Agency, Inc Insurance Agency in MANHATTAN, Kansas
jonjharper.com · Finance & Insurance
Borderline visible. AI bots can crawl Jon J Harper Agency, Inc Insurance Agency in MANHATTAN, Kansas, 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 2 times
Claude · Apple Intelligence
#302,391 of 749,647 in Finance & Insurance for AI visibility
4.7
/10
AEO Score
About Jon J Harper Agency, Inc Insurance Agency in MANHATTAN, Kansas
from our crawl and measurement
Jon J Harper Agency, Inc Insurance Agency in MANHATTAN, Kansas is a business whose own site puts it this way: "Jon J Harper Agency, Inc is the local American Family Insurance agent in MANHATTAN. Reach out to Jon J Harper Agency, Inc to see how we can help you with life, home, car insurance and more." When AI engines look at it, they find little to work with. It scores 4.7 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
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 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 4.7/10, Jon J Harper Agency, Inc Insurance Agency in MANHATTAN, Kansas is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Jon J Harper Agency, Inc Insurance Agency in MANHATTAN, Kansas
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 Jon J Harper Agency, Inc Insurance Agency in MANHATTAN, Kansas.
Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/jonjharper
Cite this score: Engagemii (2026). "AEO Score for Jon J Harper Agency, Inc Insurance Agency in MANHATTAN, Kansas." Retrieved from https://engagemii.com/aeo/brands/jonjharper
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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