AI Visibility Scorecard
de-abstraction.com ยท Technology
Borderline visible. AI bots can crawl Betterprompt ๐๏ธ, 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 ยท Amazon Alexa
#860,028 of 2,705,506 in Technology for AI visibility
3
4
AEO Visibility
iBorderline ยท 4.2/10
30
Muse Index Score
iAI agent readiness
Agent-ready ยท 30/100
12
AI Adoption
iBasic ยท 12/100
from our crawl and measurement
Betterprompt ๐๏ธ describes itself simply: "Betterprompt's Deabstraction Technology gives your AI direct access to logic, bypassing inefficient interfaces to deliver faster, cheaper, and more accurate results." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 out of 10.
Under the hood there is structured data on the page (Organization) and a readable heading structure and substantial page content, but the score is capped by what is missing: an llms.txt file, a sitemap.
Strong ยท Good ยท Fair ยท Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
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 4.2/10, Betterprompt ๐๏ธ is crawlable but under-signaled - fixable, and the signals above are where to start.
How Does Deabstraction Work?
Models operating in a deabstracted environment complete complex, multi-step workflows with less iteration and significantly fewer errors. This is because they aren't forced to navigate standard human interfaces. By removing the human-interpretable overhead, deabstraction gives models the ability to operate at the speed of silicon, utilising techniques like Chain-of-Thought reasoning more effectively.
Is this your brand?
The exact fixes for Betterprompt ๐๏ธ
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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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Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/de-abstraction
Cite this score: Engagemii (2026). "AEO Score for Betterprompt ๐๏ธ." Retrieved from https://engagemii.com/aeo/brands/de-abstraction
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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