AI Visibility Scorecard
madebyfirstlight.com · Media & Entertainment
Borderline visible. AI bots can crawl FirstLight, 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.
AI engines read this profile 1 times
Claude
#1,518,185 of 1,966,627 in Media & Entertainment for AI visibility
4
AEO Visibility
iNear-invisible · 3.7/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
FirstLight describes itself simply: "FirstLight is a multidisciplinary design studio crafting distinctive brands, immersive spaces, and meaningful experiences that leave a lasting impression." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.7 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.
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
Fair
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.
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 3.7/10, FirstLight is crawlable but under-signaled - fixable, and the signals above are where to start.
Got a brand, a space, or a moment worth getting right?
Tell us what you're building. We'll bring the light. Start a project A multidisciplinary design studio crafting distinctive brands, immersive spaces, and meaningful experiences. Studio Work Services Studio Work Branding Stall Design Event Spatial Event Identity Contact [email protected] Instagram © 2026 FirstLight. All rights reserved. Mumbai, India
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The exact fixes for FirstLight
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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.
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Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/madebyfirstlight
Cite this score: Engagemii (2026). "AEO Score for FirstLight." Retrieved from https://engagemii.com/aeo/brands/madebyfirstlight
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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