AI Visibility Scorecard
Userback
userback.io · Technology
Somewhat visible. AI bots can read Userback, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 14 times
Meta AI · Apple Intelligence · Claude · Perplexity
#8,786 of 2,707,790 in Technology for AI visibility
7
AEO Visibility
iVisible · 7/10
85
Muse Index Score
iAI agent readiness
Transactable · 85/100
12
AI Adoption
iBasic · 12/100
About Userback
from our crawl and measurement
Userback is a business whose own site puts it this way: "Userback is user feedback software for product teams. Collect visual feedback, session replays, and bug reports u2014 all in one platform." Measured against the twelve signals AI engines rely on, it scores 7.0 out of 10, a strong showing.
Our crawl found structured data on the page (Organization, SoftwareApplication, WebSite), an llms.txt file for AI models and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Strong
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
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
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
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 7/10, Userback has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Why choose Userback as your user feedback software?
Userback has everything you need to collect more user feedback and act on it faster. It goes beyond simple bug reporting to offer a complete platform to manage feedback, integrate with your tools, and close the loop to boost satisfaction.
Is this your brand?
The exact fixes for Userback
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Userback.
Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/userback-io
Cite this score: Engagemii (2026). "AEO Score for Userback." Retrieved from https://engagemii.com/aeo/brands/userback-io
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
Powered by Engagemii - The Answer Engine Optimization (AEO) Platform