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AI Visibility Scorecard
John E. Sestina and Company
sestina.com · Finance & Insurance
Somewhat visible. AI bots can read John E. Sestina and Company, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 5 times
Meta AI · Claude
#70,825 of 759,106 in Finance & Insurance for AI visibility
5.8
/10
AEO Score
About John E. Sestina and Company
from our crawl and measurement
"As one of the nation’s first Fee-Only financial planning firms, we’ve built a legacy on objectivity, transparency, and doing what’s best for our clients." That is how John E. Sestina and Company of Columbus, OH introduces itself. Its AI visibility score is 5.8 out of 10: the engines can find it, but they do not have much to hold on to.
The site gets some of it right: it has structured data on the page (WebPage, BreadcrumbList, WebSite), a sitemap, a readable heading structure. What holds it back is what is absent, including an llms.txt file.
Our monitoring has logged one AI crawler visit here: the engines come, the question is what they find. By its own structured data it is a financial services business.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
6
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
10
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
5
Inbound links from other sites.
Domain Authority
1
Established authority for your domain.
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 5.8/10, John E. Sestina and Company has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for John E. Sestina and Company
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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.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/sestina
Cite this score: Engagemii (2026). "AEO Score for John E. Sestina and Company." Retrieved from https://engagemii.com/aeo/brands/sestina
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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