AI Visibility Scorecard
Martian Software, Inc.
martiansoftware.com · Technology
Somewhat visible. AI bots can read Martian Software, Inc., but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 7 times
Claude · Meta AI · Apple Intelligence · ShapBot
#62,957 of 2,705,505 in Technology for AI visibility
73
6
AEO Visibility
iBorderline · 5.5/10
10
Muse Index Score
iAI agent readiness
Basic · 10/100
4
AI Adoption
iBasic · 4/100
About Martian Software, Inc.
from our crawl and measurement
Martian Software, Inc. describes itself simply: "Marty Lamb's Martian Software builds practical, simple, privacy-minded software that is designed to last, including ChatKeeper and open source tools, and publishes articles for users and." Its AI visibility score is 5.5 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found an llms.txt file for AI models, a sitemap and a readable heading structure. It is missing structured data describing the business.
AI crawlers have visited 2 times 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
Weak
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
Strong
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
Fair
Established authority for your domain.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Fair
Forum and community discussion.
Social Mentions
Good
Social discussion and mentions.
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 5.5/10, Martian Software, Inc. has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Working on something adjacent?
If you’re building something thoughtful around privacy, local-first tools, developer experience, or just software that both users and developers can actually understand, I’d love to compare notes.About ⋅ Contact ⋅ Martian mascot and logo design by Betsy Lamb
Is this your brand?
The exact fixes for Martian Software, Inc.
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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 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/martiansoftware
Cite this score: Engagemii (2026). "AEO Score for Martian Software, Inc.." Retrieved from https://engagemii.com/aeo/brands/martiansoftware
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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