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AI Visibility Scorecard
The Honest Build. Jamie Roshon.
jamieroshon.com · Home & Living
Borderline visible. AI bots can crawl The Honest Build. Jamie Roshon., 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#1,066,574 of 1,217,403 in Home & Living for AI visibility
3.2
/10
AEO Score
About The Honest Build. Jamie Roshon.
from our crawl and measurement
"Hand-coded websites for local businesses, and the complete field guide system for people who want to build them. No gurus. No hype. Built in Pittsburgh by Jamie Roshon." That is how The Honest Build. Jamie Roshon. introduces itself. When AI engines look at it, they find little to work with. It scores 3.2 out of 10.
The gap is on the page itself: the site is missing structured data describing the business, an llms.txt file, a sitemap, which are the first things an answer engine looks for.
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
3
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 3.2/10, The Honest Build. Jamie Roshon. is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for The Honest Build. Jamie Roshon.
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Buying a Sofa Online Is Terrifying. Here's How AI Is Fixing That.
Buying furniture online requires a leap of faith that most people aren't prepared to make.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for The Honest Build. Jamie Roshon..
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/jamieroshon
Cite this score: Engagemii (2026). "AEO Score for The Honest Build. Jamie Roshon.." Retrieved from https://engagemii.com/aeo/brands/jamieroshon
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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