#257,451 OF 2,691,054 IN TECHNOLOGY
SCORE HISTORY BEGINS 2026-07-12
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AI Visibility Scorecard
Shape Operator by Jason Merrill
shapeoperator.com · Technology
Somewhat visible. AI bots can read Shape Operator by Jason Merrill, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#257,451 of 2,691,054 in Technology for AI visibility
6
AEO Visibility
iBorderline · 5.9/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Shape Operator by Jason Merrill
from our crawl and measurement
"Perhaps it seems silly to approximate a function as simple as this, but it serves as a useful test problem for probing how well non-smooth functions can be approximated by polynomial or." That is how Shape Operator by Jason Merrill introduces itself. Its AI visibility score is 5.8 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited once 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
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
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
4
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
1
Inbound links from other sites.
Domain Authority
2
Established authority for your domain.
Reference Presence
10
Recognized in AI knowledge graphs.
News & Press
0
No press coverage found yet.
Community
8
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 5.9/10, Shape Operator by Jason Merrill has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Shape Operator by Jason Merrill
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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.
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Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/shapeoperator
Cite this score: Engagemii (2026). "AEO Score for Shape Operator by Jason Merrill." Retrieved from https://engagemii.com/aeo/brands/shapeoperator
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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