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AI Visibility Scorecard
Retrospekt
retrospekt.com · Media & Entertainment
Somewhat visible. AI bots can read Retrospekt, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 7 times
ChatGPT · Claude · Apple Intelligence · Meta AI
#21,645 of 1,915,736 in Media & Entertainment for AI visibility
7
AEO Visibility
iVisible · 6.8/10
10
Muse Index Score
iAI agent readiness
Basic · 10/100
0
AI Adoption
iNone detected · 0/100
About Retrospekt
from our crawl and measurement
"The best in vintage Polaroid instant film cameras, cassette players and vintage gaming, faithfully refurbished and restored to original working condition." That is how Retrospekt introduces itself. Its AI visibility score is 6.8 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found an llms.txt file for AI models, a sitemap and a readable heading structure. It is missing structured data describing the business.
AI crawlers have visited 5 times in our tracking, including GPTBot (ChatGPT) and ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
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
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Authority
4
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
1
Press and news coverage.
Community
0
No community discussion yet.
Social Mentions
7
Social discussion and mentions.
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 6.8/10, Retrospekt has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Retrospekt
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The AEO Checklist Every Small Business Owner Needs Right Now
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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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/retrospekt
Cite this score: Engagemii (2026). "AEO Score for Retrospekt." Retrieved from https://engagemii.com/aeo/brands/retrospekt
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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