AI Visibility Scorecard
Dirty Secrets of Small Business
dirtysecretsofsmallbusiness.com · Media & Entertainment
Borderline visible. AI bots can crawl Dirty Secrets of Small Business, 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 2 times
Claude · ShapBot
#233,813 of 1,966,289 in Media & Entertainment for AI visibility
<1
4
AEO Visibility
iBorderline · 4.2/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
0
AI Adoption
iNone detected · 0/100
About Dirty Secrets of Small Business
from our crawl and measurement
"Dirty Secrets of Small Business, a weekly podcast that will give you the knowledge, tools and power to achieve success whether you’re starting a small business or already have one." That is how Dirty Secrets of Small Business introduces itself. When AI engines look at it, they find little to work with. It scores 4.2 out of 10.
On its own pages the site does well on a clear heading structure and crawler access and the files AI engines look for. It is passable on some structured data, a partly stated business identity and partial sitemap and link coverage. What holds it back is credibility markers like credentials or reviews.
Off the page, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, 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 business dates to 2016.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
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
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
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 4.2/10, Dirty Secrets of Small Business is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What Happens When You’re Not Ready, Lisa Holly Guest Host?
https://dirtysecretsofsmallbusiness.com/episode-player/9276/what-happens-when-youre-not-ready-lisa-holly-guest-host.mp3 One of the areas of small business coaching where we’ve specialized over the past two decades plus has to do with transitioning the business from one generation to the next. As you might imagine, over that time we’ve come across just about every scenario you can imagine.
Is this your brand?
The exact fixes for Dirty Secrets of Small Business
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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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/dirtysecretsofsmallbusiness
Cite this score: Engagemii (2026). "AEO Score for Dirty Secrets of Small Business." Retrieved from https://engagemii.com/aeo/brands/dirtysecretsofsmallbusiness
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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