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AI Visibility Scorecard
friendlyscienceorchestra.bandcamp.com · Media & Entertainment
Well-positioned for AI search. The breakdown below shows where Friendly Science Orchestra is still leaving points on the table.
AI engines read this profile 3 times
ChatGPT · Claude
#3,120 of 1,864,764 in Media & Entertainment for AI visibility
7.4
/10
AEO Score
from our crawl and measurement
Friendly Science Orchestra describes itself simply: "Originally released in 1998 as a 500 copy edition 7 single, and which made 'Single of the Week' in N.M.E. (a scan of which is the bonus item with this download)." Measured against the twelve signals AI engines rely on, it scores 7.4 out of 10, a strong showing.
On the page it is passable on a workable page structure and partial sitemap and link coverage. What holds it back is structured data describing the business, a clearly stated business identity, the technical files AI engines look for, such as llms.txt or an open robots.txt and credibility markers like credentials or reviews.
Off the page, other sites link to it, the domain reads as established, AI engines recognise it as a distinct business, it turns up in press coverage, people discuss it in places AI engines read and it comes up on Reddit.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). The site links to no social profiles, so there is nothing tying the brand to a wider presence.
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
Clear headings and answer-style content.
Entity Clarity
3
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
3
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Trust
7
Established authority for your domain.
Entity Presence
10
Recognized in AI knowledge graphs.
News Mentions
9
Press and news coverage.
Community
7
Forum and community discussion.
10
Reddit mentions and discussion.
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 7.4/10, Friendly Science Orchestra has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Friendly Science Orchestra
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/friendlyscienceorchestra-bandcamp
Cite this score: Engagemii (2026). "AEO Score for Friendly Science Orchestra." Retrieved from https://engagemii.com/aeo/brands/friendlyscienceorchestra-bandcamp
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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