AI Visibility Scorecard
Mozilla New Products
future.mozilla.org · Technology
Borderline visible. AI bots can crawl Mozilla New 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 8 times
ChatGPT · Claude · Amazon Alexa · Meta AI
#546,024 of 2,706,766 in Technology for AI visibility
27
AI Naming Predictability
iNamed occasionally · 27/100
More likely to be named than 96% of Technology companies
5
AEO Visibility
iBorderline · 4.7/10
20
Muse Index Score
iAI agent readiness
Basic · 20/100
12
AI Adoption
iBasic · 12/100
About Mozilla New Products
from our crawl and measurement
Mozilla New Products describes itself simply: "We’re building solutions that put people first." When AI engines look at it, they find little to work with. It scores 4.7 out of 10.
Our crawl found structured data on the page (WebPage, BreadcrumbList, WebSite) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited 3 times in our tracking, including GPTBot (ChatGPT) and ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
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.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Strong
Established authority for your domain.
Reference Presence
Strong
Recognized in AI knowledge graphs.
News & Press
Strong
Press and news coverage.
Community
Strong
Forum and community discussion.
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 4.7/10, Mozilla New Products is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Mozilla New Products
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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 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/future-mozilla-org
Cite this score: Engagemii (2026). "AEO Score for Mozilla New Products." Retrieved from https://engagemii.com/aeo/brands/future-mozilla-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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