AI Visibility Scorecard
backtalks.city · Media & Entertainment
Borderline visible. AI bots can crawl The City Talks Back, 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
#1,787,720 of 1,966,334 in Media & Entertainment for AI visibility
6
AI Naming Predictability
iRarely named · 6/100
Media & Entertainment average 17
Top 61% of Media & Entertainment
See what's behind this score →4
AEO Visibility
iNear-invisible · 3.5/10
Media & Entertainment average 4.2
See what's behind this score →-
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
Media & Entertainment average 15
See what's behind this score →0
0
from our crawl and measurement
The City Talks Back describes itself simply: "The projects and pieces presented here aim to question who is (and isn’t) heard in the city and how the audibility of voices changes across its varying public spaces." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.5 out of 10.
What holds it back is structured data describing the business, a clearly stated business identity, credibility markers like credentials or reviews, the first things an answer engine looks for.
Off the page there is almost nothing to corroborate it: almost no other sites link to it, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on. That half of the score is earned elsewhere on the web, not on the site itself.
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
Fair
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
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.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 3.5/10, The City Talks Back is crawlable but under-signaled - fixable, and the signals above are where to start.
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When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Scored by Engagemii on September 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/backtalks-city
Cite this score: Engagemii (2026). "AEO Score for The City Talks Back." Retrieved from https://engagemii.com/aeo/brands/backtalks-city
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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