AI Visibility Scorecard
Max34Lab — Ideas into working products
max34lab.com · Food & Beverage
Borderline visible. AI bots can crawl Max34Lab — Ideas into working products, 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
#1,184,968 of 1,393,717 in Food & Beverage for AI visibility
3
AEO Visibility
iNear-invisible · 3.2/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
8
AI Adoption
iBasic · 8/100
About Max34Lab — Ideas into working products
from our crawl and measurement
Max34Lab Ideas into working products is a business whose own site puts it this way: "Max34Lab builds thoughtful digital products, including Max Photo Frames, a free, privacy-first retro photo frame and caption app for iPhone and iPad." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.2 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
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
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
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.
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 3.2/10, Max34Lab — Ideas into working products is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Max34Lab — Ideas into working products
Which AI engines already crawl you
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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.
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Source & Attribution
Scored by Engagemii on August 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/max34lab
Cite this score: Engagemii (2026). "AEO Score for Max34Lab — Ideas into working products." Retrieved from https://engagemii.com/aeo/brands/max34lab
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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