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AI Visibility Scorecard
Spark — Find your people. Build something real.
sparkyourstartups.com · Education
Borderline visible. AI bots can crawl Spark — Find your people. Build something real., 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#583,557 of 860,635 in Education for AI visibility
4.1
/10
AEO Score
About Spark — Find your people. Build something real.
from our crawl and measurement
Spark — Find your people. Build something real. is a business whose own site puts it this way: "Spark is where university students in the UK and US come together to start projects and startups. Post an idea to find collaborators, lend your skills to someone else's, and...." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.1 out of 10.
Almost none of the machinery AI engines read is present, including structured data describing the business, an llms.txt file, a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 4.1/10, Spark — Find your people. Build something real. is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Spark — Find your people. Build something real.
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 Spark — Find your people. Build something real..
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/sparkyourstartups
Cite this score: Engagemii (2026). "AEO Score for Spark — Find your people. Build something real.." Retrieved from https://engagemii.com/aeo/brands/sparkyourstartups
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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