AI Visibility Scorecard
Abstract
abstractdocs.com · Technology
At 1.34/10, Abstract is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Structured Data, Backlinks and Domain Trust. That is fixable, and the signals below show where to start.
AI engines read this profile 2 times
Claude
Top 50% in Technology for AI visibility
7
AI Naming Predictability
iRarely named · 7/100
Technology average 28
Top 80% of Technology
See what's behind this score →1.34
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.
See what's behind this score →5
4
About Abstract
from our crawl and measurement
Abstract is a business whose own site puts it this way: "Open a project, and an agent works across every document in it. Every change arrives as a diff you approve. Documents that stay current as their sources change. Request early access." When AI engines look at it, they find little to work with. It scores 1.34 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have read this profile 2 times in our tracking, including ClaudeBot (Anthropic).
- Company ·
- Abstract
- Website ·
- abstractdocs.com
- Industry ·
- Technology
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Nov 9, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
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
Good
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
What this score means
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 1.34/10, Abstract is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Frequently Asked Questions
One glance answers: what needs me?
Agents work while you are elsewhere. The project home gathers everything waiting on your judgement, across every project, into one calm queue.app.abstractdocs.comAAbstractOpen folderTSHomeEditorTemplatesKnowledgeAgentsGood morning, TomAcross 5 projects — 13 changes need your approval, and 4 agents ran overnight.NEEDS YOUISISMS12 TO APPROVE24 docs · 6 sources · 3 agentsSecurity Review — 3 Mar applied 38 changes.
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Source & Attribution
Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/abstractdocs
Cite this score: Engagemii (2026). "AEO Score for Abstract." Retrieved from https://engagemii.com/aeo/brands/abstractdocs
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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