AI Visibility Scorecard
Ledgerment
ledgerment.com · Finance & Insurance
Borderline visible. AI bots can crawl Ledgerment, 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 63 times
Meta AI · Amazon Alexa · Claude · ChatGPT
#23,513 of 792,401 in Finance & Insurance for AI visibility
16
AI Naming Predictability
iNamed occasionally · 16/100
More likely to be named than 99% of Finance & Insurance companies
5
AEO Visibility
iBorderline · 4.7/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
0
AI Adoption
iNone detected · 0/100
About Ledgerment
from our crawl and measurement
Ledgerment is a Houston, Texas business whose own site puts it this way: "Houston-based full-service accounting firm helping small businesses across Texas with expert bookkeeping, proactive tax planning, insightful reporting, and more." When AI engines look at it, they find little to work with. It scores 4.7 out of 10.
Our crawl found structured data on the page (Place, AccountingService, Organization), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 5 times in our tracking, including ClaudeBot (Anthropic), GPTBot (ChatGPT) and Applebot (Siri).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Strong
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
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
Good
Social discussion and mentions.
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, Ledgerment is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Ledgerment
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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/ledgerment
Cite this score: Engagemii (2026). "AEO Score for Ledgerment." Retrieved from https://engagemii.com/aeo/brands/ledgerment
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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