AI Visibility Scorecard
ClumpScope
clumpscope.com · Other
At 1.15/10, ClumpScope is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Structured Data, Entity Clarity and E-E-A-T Signals. That is fixable, and the signals below show where to start.
AI engines read this profile 1 times
Claude
3
1.15
-
Network Authority
iNot connected yet
0 relationships on record. Businesses average 3. Claim your page and Engagemii is your first.
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About ClumpScope
from our crawl and measurement
ClumpScope describes itself simply: "Help astronomers find star-forming clumps in Euclid Hα emission-line maps." When AI engines look at it, they find little to work with. It scores 1.15 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 read this profile once in our tracking, including ClaudeBot (Anthropic).
- Company ·
- ClumpScope
- Website ·
- clumpscope.com
- Industry ·
- Other
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Nov 9, 2026
The 6 on-page 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
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
Good
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
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 read your site and name it in answers. At 1.15/10, ClumpScope is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Frequently Asked Questions
Why star-forming clumps?
Galaxies at earlier cosmic times looked different from the smooth spirals around us today. Many were gas-rich and lumpy, forming their stars in a handful of giant clumps rather than evenly across a disk. These star-forming clumps can be a thousand times more massive than typical star-forming regions in the Milky Way, and together they can supply a large fraction of a galaxy's new stars.
How to classify — a quick tutorial?
Step 1 — Find the galaxy. Flip to the last two greyscale frames (VIS and NISP-Y) to see where the galaxy sits, then come back to the Hα frame. Real clumps sit on the galaxy, so knowing where it is makes everything easier. The VIS blend slider fades the starlight image in underneath the Hα map if you want to see both at once. Step 2 — Circle every clump.
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.
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Source & Attribution
Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/clumpscope
Cite this score: Engagemii (2026). "AEO Score for ClumpScope." Retrieved from https://engagemii.com/aeo/brands/clumpscope
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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