AI Visibility Scorecard
forums.createspace.com · Legal
Somewhat visible. AI bots can read Forums, but it is missing signals that would get it named ahead of competitors.
AI engines read this profile 6 times
Claude · Apple Intelligence · Meta AI · ShapBot
#1,077 of 388,861 in Legal for AI visibility
46
AI Naming Predictability
iRarely named · 46/100
Legal average 8
Top 1% of Legal
See what's behind this score →5
-
Network Authority
iNot connected yet
Legal average 0.0
0 relationships · Legal average 2
See what's behind this score →0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
Legal average 17
See what's behind this score →0
from our crawl and measurement
Forums describes itself simply: "Very Dissatisfied Dissatisfied Neutral Satisfied Very Satisfied Visit our help center for resources to common issues Click here to take our survey and give us detailed feedback." Its AI visibility score is 5.4 out of 10: the engines can find it, but they do not have much to hold on to.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 6 times in our tracking, including ClaudeBot (Anthropic), Applebot (Siri) and Meta AI.
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
Clear headings and answer-style content.
Entity Clarity
Weak
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Fair
Forum and community discussion.
Social Mentions
Weak
No social discussion found yet.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 5.4/10, Forums has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Forums
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When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Scored by Engagemii on October 23, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/forums-createspace
Cite this score: Engagemii (2026). "AEO Score for Forums." Retrieved from https://engagemii.com/aeo/brands/forums-createspace
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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