AI Visibility Scorecard
Speckle Docs
speckle.guide · Technology
At 2.9/10, Speckle Docs is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are E-E-A-T Signals, Backlinks and Domain Trust. That is fixable, and the signals below show where to start.
AI engines read this profile 1 times
Claude
44
AI Naming Predictability
iRarely named · 44/100
Technology average 28
Top 20% of Technology
See what's behind this score →2.9
-
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 →30
Muse Index Score
iAI agent readiness
Basic · 30/100
Technology average 17
See what's behind this score →0
About Speckle Docs
from our crawl and measurement
"This documentation is your go-to resource for basic understanding of Speckle's platform and terminology, getting started guides to set up workspaces, projects, and connectors,.." That is how Speckle Docs introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.1 out of 10, readable in places, missing in others.
Almost none of the machinery AI engines read is present, including structured data describing the business, an llms.txt file, a sitemap.
- Company ·
- Speckle Docs
- Website ·
- speckle.guide
- Industry ·
- Technology
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Nov 8, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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 2.9/10, Speckle Docs is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Frequently Asked Questions
What is Speckle?
Speckle is a unique design collaboration platform that replaces file-based workflows with live connections between CAD and BIM tools. It keeps teams in sync without any manual exports, version conflicts, or even the need for a specialized software license. Speckle gives you a smarter and faster way to track, and automate design and building data across tools, workflows, and stakeholders.
Why Use Speckle?
Built for AEC Speckle gets the complexity of AEC data. It handles geometry, metadata, version history, and relationships between elements, all without flattening or losing meaning.
Is this your brand?
The exact fixes for Speckle Docs
Which AI engines already crawl you
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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.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for Speckle Docs.
Source & Attribution
Scored by Engagemii on November 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/speckle-guide
Cite this score: Engagemii (2026). "AEO Score for Speckle Docs." Retrieved from https://engagemii.com/aeo/brands/speckle-guide
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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