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AI Visibility Scorecard
Hardstone v 3.0
hardstone.com · Finance & Insurance
Somewhat visible. AI bots can read Hardstone v 3.0, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
Claude · Apple Intelligence · Meta AI
#166,220 of 767,165 in Finance & Insurance for AI visibility
5
AEO Visibility
iBorderline · 5.2/10
35
Muse Index Score
iAI agent readiness
Basic · 35/100
8
AI Adoption
iBasic · 8/100
About Hardstone v 3.0
from our crawl and measurement
"Hardstone is a Hardstone Capital | Private Credit.We use our network of alternative lenders and co-brokers to source fast and flexible loans for any business with fewer than 500 employees." That is how Hardstone v 3.0 of Albany, NY introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.2 out of 10, readable in places, missing in others.
The site gets some of it right: it has structured data on the page (LocalBusiness, WebSite), an llms.txt file for AI models, a sitemap. What holds it back is what is absent, including a heading structure that lays out what it offers.
AI crawlers have visited the site once in our tracking, so the engines are already looking.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
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
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
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
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 5.2/10, Hardstone v 3.0 has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Hardstone v 3.0
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.
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/hardstone
Cite this score: Engagemii (2026). "AEO Score for Hardstone v 3.0." Retrieved from https://engagemii.com/aeo/brands/hardstone
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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