AI Visibility Scorecard
Mozilla New Products
future.mozilla.org · Technology
Somewhat visible. AI bots can read Mozilla New Products, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 7 times
ChatGPT · Amazon Alexa · Meta AI · Claude
#126,429 of 2,704,685 in Technology for AI visibility
6
AEO Visibility
iVisible · 6.1/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
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." Its AI visibility score is 6.1 out of 10: the engines can find it, but they do not have much to hold on to.
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 6.1/10, Mozilla New Products has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Mozilla New Products
Which AI engines already crawl you
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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 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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