AI Visibility Scorecard
Friendly Ledgers
friendlyledgers.com · Finance & Insurance
Borderline visible. AI bots can crawl Friendly Ledgers, 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
#449,936 of 792,331 in Finance & Insurance for AI visibility
4
AEO Visibility
iBorderline · 4.3/10
10
Muse Index Score
iAI agent readiness
Basic · 10/100
0
AI Adoption
iNone detected · 0/100
About Friendly Ledgers
from our crawl and measurement
"based team with decades of experience in accounting processes across various industries." That is how Friendly Ledgers introduces itself. When AI engines look at it, they find little to work with. It scores 4.3 out of 10.
Our crawl found an llms.txt file for AI models, a sitemap and a readable heading structure. It is missing structured data describing the business.
The 6 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
Weak
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
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
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 4.3/10, Friendly Ledgers is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why Friendly Ledgers?
Caring BookkeepersStress-Free Tax TimeCaring Bookkeepers Our U.S. based, certified financial professionals provide personalized bookkeeping support tailored to your business goals and challenges.
What are Clients are saying...?
"Liz made bookkeeping stress-free for me. I can finally focus on my clients and growing my business instead of worrying about the numbers."Dave, Contractor "We rely on Liz’s team as our outsourced bookkeeping department. Their knowledge, professionalism, and commitment to our business have contributed tremendously to our growth."Alex, App Developer “Liz and her team go far beyond bookkeeping and financial support.
Is this your brand?
The exact fixes for Friendly Ledgers
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 Friendly Ledgers.
Source & Attribution
Scored by Engagemii on September 25, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/friendlyledgers
Cite this score: Engagemii (2026). "AEO Score for Friendly Ledgers." Retrieved from https://engagemii.com/aeo/brands/friendlyledgers
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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