AI Visibility Scorecard
userjot.com · Technology
Borderline visible. AI engines can read UserJot, but E-E-A-T Signals, Reference Presence and News & Press are weak, so it is at real risk of being skipped when buyers ask ChatGPT, Claude or Perplexity for a recommendation.
AI engines read this profile 9 times
Claude · Meta AI · Perplexity · Parallel
Top 5% in Technology for AI visibility
81
AI Naming Predictability
iNamed sometimes · 81/100
Technology average 28
Top 3% of Technology
See what's behind this score →5.66
-
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 →65
Muse Index Score
iAI agent readiness
Transactable · 65/100
Technology average 17
See what's behind this score →12
from our crawl and measurement
UserJot describes itself simply: "Live chat, feedback boards, a roadmap, and a changelog, so everything your customers say reaches the people and agents building your product." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.66 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (Organization, WebSite, SoftwareApplication), an llms.txt file for AI models and a sitemap.
AI crawlers have read this profile 9 times in our tracking, including ClaudeBot (Anthropic), Meta AI and PerplexityBot.
Strong · Good · Fair · Weak
Structured Data
Good
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
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
-
Not yet measured.
News & Press
Weak
No press coverage found yet.
Community
Good
Forum and community discussion.
Social Mentions
Good
Social discussion and mentions.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 5.66/10, UserJot is borderline: readable but under-signaled. That is fixable, and the signals above are where to start.
What is a feedback board?
A feedback board is a public or private space where your users submit feature requests, vote on what they want, and see what you're building. It replaces scattered feedback from emails, Slack, and support tickets with one organized place.
How long does it take to set up?
About 30 seconds. Sign up with an email, pick a workspace name, and you already have a public board, a roadmap, and a changelog ready to share.
Do you charge per user?
Never. Every plan, including the free one, has unlimited users and unlimited posts. We charge for features like custom domains, private boards, and integrations, not for the people using them.
Can I customize UserJot to match my brand?
Yes. Paid plans include custom domains, branded logos, favicons, and a primary color that propagates through the portal, widget, and emails. Full white-label is available on the Professional plan.
How does feedback connect to the roadmap and changelog?
They're one system. When you move a feedback item to Planned, it shows up on the roadmap. When you ship it, the changelog drafts a post and notifies every user who voted or commented. You don't wire any of that together.
Does UserJot support guest or anonymous feedback?
Yes. Guest posting lets anyone submit without creating an account. Anonymous mode goes further and strips the author name from submissions that go public. Both are available on paid plans.
Can UserJot help reduce customer churn?
Teams typically see over 10% lower churn after adopting UserJot. When users see their feedback move through Planned, In Progress, and Shipped in public, they stop shopping for alternatives.
Is UserJot a fit for SaaS companies?
It's designed for them. The widget, auto-login, flat pricing, and the integrations are all shaped around how SaaS teams collect feedback and ship to paying customers.
Is this your brand?
The exact fixes for UserJot
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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 November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/userjot
Cite this score: Engagemii (2026). "AEO Score for UserJot." Retrieved from https://engagemii.com/aeo/brands/userjot
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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