AI Visibility Scorecard
Ibdb
ibdb.com · Membership Organizations
Somewhat visible. AI bots can read Ibdb, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 10 times
ChatGPT · Apple Intelligence · Amazon Alexa · Claude
#101 of 93,688 in Membership Organizations for AI visibility
93
AI Naming Predictability
iAI names companies like this often · 93/100
Top 1% of Membership Organizations
6
AEO Visibility
iVisible · 6.1/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Ibdb
from our crawl and measurement
Ibdb is a business whose own site puts it this way: "The official source for Broadway information, statistics, dates, cast, crew and creative staff credits, roles and related facts." Its AI visibility score is 6.1 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found a sitemap. It is missing structured data describing the business, an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited 5 times in our tracking, including GPTBot (ChatGPT), Applebot (Siri) and AmazonBot (Alexa AI).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
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
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
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
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 6.1/10, Ibdb has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Ibdb
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The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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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/ibdb
Cite this score: Engagemii (2026). "AEO Score for Ibdb." Retrieved from https://engagemii.com/aeo/brands/ibdb
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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