AI Visibility Scorecard
CBMA Info
cbmainfo.com · Finance & Insurance
Borderline visible. AI bots can crawl CBMA Info, 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 1 times
Claude
#392,967 of 792,899 in Finance & Insurance for AI visibility
5
AEO Visibility
iBorderline · 4.5/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
About CBMA Info
from our crawl and measurement
"The Craft Beverage Modernization and Tax Reform Act or CBMA lowers the excise tax on qualified domestic producers and importers of beer, wine and spirits." That is how CBMA Info introduces itself. When AI engines look at it, they find little to work with. It scores 4.5 out of 10.
On its own pages the site does well on a clear heading structure, visible credibility markers, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on some structured data and a partly stated business identity.
Off the page, almost no other sites link to it, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.
The site links to no social profiles, so there is nothing tying the brand to a wider presence.
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
Good
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
Strong
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, CBMA Info is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Who can submit a claim? What products are eligible?
Any person who receives an allocation from producers of imported wines, spirits, or beers may be eligible. A foreign producer may allocate tax credits (wine), or reduced tax rates (spirits and beer) to its U.S. importers. Please read our more detailed FAQ list below. VIEW FAQs
How do I get started?
Contact TLR’s CBMA team today! TLR has received no rejected claims from Customs. Consulting specialists since 1974. © 2019 TOTAL LOGISTICS RESOURCE, INC. ALL RIGHTS RESERVED.
Is this your brand?
The exact fixes for CBMA Info
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 CBMA Info.
Source & Attribution
Scored by Engagemii on August 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cbmainfo
Cite this score: Engagemii (2026). "AEO Score for CBMA Info." Retrieved from https://engagemii.com/aeo/brands/cbmainfo
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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