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AI Visibility Scorecard
ScopeDocs
scopedocs.ai · computer software
Borderline visible. AI bots can crawl ScopeDocs, 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 1 times
Claude
#2,447,147 of 3,812,766 in Technology for AI visibility
3.7
/10
AEO Score
About ScopeDocs
from scopedocs.ai
ScopeDocs unifies GitHub, Linear, Slack, Notion, Supabase Database, Jira, Google Drive, Fathom, Datadog, and Confluence into one AI knowledge base. Source-linked answers grounded in your live codebase. Single source of truth that evolves as you build.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
8
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
5
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
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
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 3.7/10, ScopeDocs is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
How do you access my code without being a security risk?
ScopeDocs uses read-only OAuth to access your GitHub. We don't clone entire repos or store raw code on our servers. We only index metadata and the specific files needed for documentation. All access is read-only and follows the same permissions your team already has.
Is my data used to train your global AI models?
ScopeDocs does not train public or third-party models on customer data, and we do not sell your data. Connected data is used only to run ScopeDocs (documentation and in-product answers), within the OAuth scopes you approve and your existing GitHub and tool permissions.
How do you handle hallucinations in the AI documentation?
Every claim in ScopeDocs docs is backed by a clickable link to a PR, Slack thread, or Linear ticket. If the source isn't there, we don't invent it. Citations are first-class so your team can verify anything.
Can I manually edit the AI-generated docs?
Yes. The AI provides the draft. Humans have the final say. You can edit, approve, or reject. ScopeDocs is built for human-in-the-loop so your team stays in control.
Does ScopeDocs work with private or enterprise GitHub repositories?
Yes. ScopeDocs works with private GitHub repos and GitHub Enterprise. Access is read-only via OAuth. We only index what's needed for documentation. Your code stays in your infrastructure and we follow your org's existing repo permissions. Safe for proprietary and enterprise codebases.
How much time does it actually take to set up?
Most teams are up and running in about 15 minutes. ScopeDocs is OAuth-based: connect GitHub, optionally Slack and Linear, add a repo, and go. No lengthy migration.
How does this help with onboarding new engineers?
New hires ask ScopeDocs instead of chasing seniors. They get answers with the original PR linked. Time to productivity drops because context is in one place.
Is this your brand?
The exact fixes for ScopeDocs
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 July 3, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/scopedocs-ai
Cite this score: Engagemii (2026). "AEO Score for ScopeDocs." Retrieved from https://engagemii.com/aeo/brands/scopedocs-ai
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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