AI Visibility Scorecard
topicora
topicora.com · Technology
Borderline visible. AI bots can crawl topicora, 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 6 times
Claude · Meta AI · Apple Intelligence
#1,894,653 of 2,705,855 in Technology for AI visibility
0
AI Naming Predictability
iRarely named · 0/100
More likely to be named than 20% of Technology companies
4
AEO Visibility
iNear-invisible · 3.6/10
35
Muse Index Score
iAI agent readiness
Transactable · 35/100
8
AI Adoption
iBasic · 8/100
About topicora
from our crawl and measurement
topicora describes itself simply: "Transform customer feedback into actionable insights with AI-powered topic analysis. Automatically identify trends, sentiments, and patterns in your feedback data." When AI engines look at it, they find little to work with. It scores 3.6 out of 10.
Our crawl found structured data on the page (WebApplication), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
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 3.6/10, topicora is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Who is Topicora for?
Topicora empowers organizations of all sizes to unlock insights from feedback and survey data. Whether you run a local shop or a global platform, Topicora adapts to your needs.Consumer Insights & CX ProfessionalsEffortlessly transform large volumes of open-ended feedback into clear, actionable insights.
Is this your brand?
The exact fixes for topicora
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for topicora.
Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/topicora
Cite this score: Engagemii (2026). "AEO Score for topicora." Retrieved from https://engagemii.com/aeo/brands/topicora
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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