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AI Visibility Scorecard
Appetite for Construction
appetiteforconstruction.buzzsprout.com · Media & Entertainment
Somewhat visible. AI bots can read Appetite for Construction, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#21,761 of 1,941,726 in Media & Entertainment for AI visibility
7
AEO Visibility
iVisible · 6.8/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Appetite for Construction
from our crawl and measurement
Appetite for Construction describes itself simply: "Mechanical Hub Media's John Mesenbrink and Tim Ward turn up the volume as hosts of this weekly Appetite for Construction podcast." Its AI visibility score is 6.8 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
8
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
6
Established authority for your domain.
Reference Presence
10
Recognized in AI knowledge graphs.
News & Press
7
Press and news coverage.
Community
7
Forum and community discussion.
Social Mentions
0
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 6.8/10, Appetite for Construction has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Appetite for Construction
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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 September 19, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/appetiteforconstruction-buzzsprout
Cite this score: Engagemii (2026). "AEO Score for Appetite for Construction." Retrieved from https://engagemii.com/aeo/brands/appetiteforconstruction-buzzsprout
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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