AI Visibility Scorecard
Freshfield Investments
ff6040.com · Finance & Insurance
Borderline visible. AI bots can crawl Freshfield Investments, 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
#392,977 of 792,924 in Finance & Insurance for AI visibility
5
AEO Visibility
iBorderline · 4.5/10
20
Muse Index Score
iAI agent readiness
Basic · 20/100
0
AI Adoption
iNone detected · 0/100
About Freshfield Investments
from our crawl and measurement
Fee-Only Fiduciary Financial Advisor is a Plano, TX business whose own site puts it this way: "Dr. Andy Lawson, PhD (Finance), CFP(R) is a fiduciary financial advisor & principal of Freshfield Investments." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.5 out of 10.
Our crawl found structured data on the page (WebSite, LocalBusiness) and a readable heading structure. It is missing an llms.txt file and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
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
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 4.5/10, Freshfield Investments is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
How to select an investment advisor?
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Source & Attribution
Scored by Engagemii on October 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ff6040
Cite this score: Engagemii (2026). "AEO Score for Freshfield Investments." Retrieved from https://engagemii.com/aeo/brands/ff6040
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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