AI Visibility Scorecard
Cluster
clusterapp.net · Technology
At 2.9/10, Cluster is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
AI engines read this profile 8 times
Claude · Meta AI · ChatGPT · Perplexity
#1,022,029 of 2,706,766 in Technology for AI visibility
0
AI Naming Predictability
iRarely named · 0/100
More likely to be named than 64% of Technology companies
3
AEO Visibility
iNear-invisible · 2.9/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
8
AI Adoption
iBasic · 8/100
About Cluster
from our crawl and measurement
Cluster is a Dover, DE business whose own site puts it this way: "Cluster is an AI-driven platform that fixes broken pharmaceutical supply chains in emerging markets." As far as answer engines are concerned it may as well not exist yet: 2.9 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 2 times 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
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Good
Inbound links from other sites.
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 2.9/10, Cluster is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why is Cluster the most convenient tech solution for pharmacies and suppliers?
With the CLuster app, pharmacists can easily refill their shortages of medicines, cosmetics, or medical supplies from suppliers with the highest discounts with just a click. On the other hand, suppliers will dramatically increase their profits by reducing their operational costs and increasing sales volume. Try for free
How does the auction/bidding feature work?
For pharmacies, to purchase a bulk amount of a specific item, a pharmacist will use that option to send a request to all nearby suppliers and start receiving offers to pick the most suitable one. For retailers, they will be notified once an auction is placed to start sending available quantities and discount percentages. Try for free
Is this your brand?
The exact fixes for Cluster
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 portalFree signup unlocks the full article plus your personalized AEO fix list for Cluster.
Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/clusterapp-net
Cite this score: Engagemii (2026). "AEO Score for Cluster." Retrieved from https://engagemii.com/aeo/brands/clusterapp-net
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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