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AI Visibility Scorecard
The Wash
timhoughtons.com · Professional Services
Borderline visible. AI bots can crawl The Wash, 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
#361,326 of 481,951 in Professional Services for AI visibility
3.6
/10
AEO Score
About The Wash
from our crawl and measurement
The Wash describes itself simply: "Get one practical AI or delivery tactic every week. Built for agency PMs who don't have time to figure it out alone. Click to read The Wash-Up, by Tim Houghton, a Substack publication." When AI engines look at it, they find little to work with. It scores 3.6 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
0
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
2
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
2
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
6
Inbound links from other sites.
Domain Trust
3
Established authority for your domain.
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 3.6/10, The Wash is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for The Wash
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 The Wash.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/timhoughtons
Cite this score: Engagemii (2026). "AEO Score for The Wash." Retrieved from https://engagemii.com/aeo/brands/timhoughtons
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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