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AI Visibility Scorecard
ShallowSWE
shallowswe.com · Technology
Borderline visible. AI bots can crawl ShallowSWE, 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
#1,575,841 of 2,827,811 in Technology for AI visibility
4.5
/10
AEO Score
About ShallowSWE
from our crawl and measurement
ShallowSWE is a business whose own site puts it this way: "ShallowSWE is an AI coding benchmark comparing GPT, Claude, Gemini, Grok, Kimi, and GLM model configs by cost per verified success." When AI engines look at it, they find little to work with. It scores 4.5 out of 10.
The site does the on-page work well, with structured data on the page (WebSite, Organization, Dataset), an llms.txt file for AI models, a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
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
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 4.5/10, ShallowSWE is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for ShallowSWE
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Tech Shoppers Do More Research Than Anyone. Are You There When They're Looking?
Tech buyers are the most research-intensive shoppers on the internet.
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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/shallowswe
Cite this score: Engagemii (2026). "AEO Score for ShallowSWE." Retrieved from https://engagemii.com/aeo/brands/shallowswe
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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