AI Visibility Scorecard
Builder Ledger
builderledger.com · Home & Living
Borderline visible. AI bots can crawl Builder Ledger, 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 6 times
Claude · Meta AI · Apple Intelligence · ShapBot
#219,242 of 1,376,230 in Home & Living for AI visibility
0
AI Naming Predictability
iRarely named · 0/100
More likely to be named than 49% of Home & Living companies
4
AEO Visibility
iBorderline · 4/10
55
Muse Index Score
iAI agent readiness
Agent-ready · 55/100
0
AI Adoption
iNone detected · 0/100
About Builder Ledger
from our crawl and measurement
Builder Ledger is a Huntington Beach, CA business whose own site puts it this way: "Outsourced controller services built exclusively for construction contractors doing $1M, $20M. Monthly job costing, WIP schedules, cash flow forecasting, and margin analysis, without the." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Our crawl found structured data on the page (ProfessionalService, Person, FAQPage), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.
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
Fair
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
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Fair
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
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 4/10, Builder Ledger is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Your bookkeeper records history.Who's protecting your future?
Most contractors have a bookkeeper and a CPA — but neither one is watching job margins, WIP position, and cash flow monthly. That's the controller layer. Without it, problems compound quietly until they're expensive. 📒 The Bookkeeper Gap Your bookkeeper posts transactions and keeps records clean. But they're not analyzing whether jobs are actually profitable or flagging when a job starts slipping.
Why pay $195K+ for a full-time hirewhen you can get the same result monthly?
A full-time controller costs $130–160K in salary before benefits, recruiting fees, and months of ramp time. Builder Ledger delivers the same financial oversight — productive from month one.
Is this your brand?
The exact fixes for Builder Ledger
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Builder Ledger.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/builderledger
Cite this score: Engagemii (2026). "AEO Score for Builder Ledger." Retrieved from https://engagemii.com/aeo/brands/builderledger
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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