AI Visibility Scorecard
Localize Mozilla
pontoon.mozilla.org · Technology
Somewhat visible. AI bots can read Localize Mozilla, but it is missing signals that would get it named ahead of competitors.
AI engines read this profile 22 times
Meta AI · Claude · ChatGPT · Apple Intelligence
#196,497 of 2,704,561 in Technology for AI visibility
22
AI Naming Predictability
iRarely named · 22/100
Technology average 28
Top 5% of Technology
See what's behind this score →5
-
Network Authority
iNot connected yet
Technology average 0.0
0 relationships · Technology average 4
See what's behind this score →0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
Technology average 17
See what's behind this score →0
About Localize Mozilla
from our crawl and measurement
"Start Localizing Now or Take a Tour Learn more Here's why localizing Mozilla matters." That is how Localize Mozilla introduces itself. Its AI visibility score is 5.2 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 21 times in our tracking, including Meta AI, ClaudeBot (Anthropic) and GPTBot (ChatGPT).
- Company ·
- Localize Mozilla
- Website ·
- pontoon.mozilla.org
- Industry ·
- Technology
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 2026).)
- Last scored ·
- Oct 23, 2026
The 6 signals AI reads
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
Weak
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Weak
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
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
Strong
Social discussion and mentions.
What this score means
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 5.2/10, Localize Mozilla has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Localize Mozilla
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
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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Source & Attribution
Scored by Engagemii on October 23, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/pontoon-mozilla-org
Cite this score: Engagemii (2026). "AEO Score for Localize Mozilla." Retrieved from https://engagemii.com/aeo/brands/pontoon-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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