AI Visibility Scorecard
evilmartians.com · Technology
Somewhat visible. AI bots can read Evil Martians, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 8 times
ChatGPT · Amazon Alexa · Claude · Apple Intelligence
#10,584 of 2,705,013 in Technology for AI visibility
100
6
AEO Visibility
iVisible · 6.1/10
50
Muse Index Score
iAI agent readiness
Agent-ready · 50/100
27
AI Adoption
iActive · 27/100
from our crawl and measurement
Evil Martians is a Brooklyn, New York business whose own site puts it this way: "Evil Martians is a developer tools consultancy that helps startups build AI agents, AI-native products, scale infrastructure, and reach product-market fit." 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 (Organization, FAQPage) and an llms.txt file for AI models. It is missing a sitemap and a heading structure that lays out what it offers.
AI crawlers have visited 4 times in our tracking, including ClaudeBot (Anthropic), GPTBot (ChatGPT) and Applebot (Siri).
Strong · Good · Fair · Weak
Structured Data
Strong
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Strong
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
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
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
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
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, Evil Martians has a working base to build on - fixable, and the signals above are where to start.
What is Evil Martians?
Evil Martians is a product development consulting firm for developer tools. We work with ~40 early-stage startups every year, many backed by Y Combinator, and help them find product-market fit. 65% of our clients raise their next round within 1–3 years.
How does product development consultancy work for devtools?
Product development consultancy for devtools is a collaboration between your in-house technical team and external experts who support you in complex tasks. When you pair with Martians, you get a team that handles highly complex tasks but also gives you clarity, explains trade-offs, and challenges you to find the best possible solution.
What does Evil Martians do?
Evil Martians helps startups ship developer tools, AI-native products, infrastructure, and security—from first commit to product-market fit. We embed with your team and work across Go, TypeScript, Ruby on Rails, Rust, Python, and React. We maintain 100+ open source projects with 25B+ total downloads. Companies hire us to go from PoC to MVP, iterate to PMF, and scale through explosive growth—8 of our clients grew from seed to unicorn.
Where is Evil Martians located?
We have offices in San Francisco, New York, Porto, and Osaka, but our team operates remotely, serving clients across all major time zones.
How much does product development consulting cost?
Every engagement is scoped based on your product's stage, complexity, and goals. Our rate is $8,000/week per Martian. Reach out to discuss your project and get a tailored estimate.
What developer tools has Evil Martians built?
We've worked on hundreds of devtools, including bolt.new, Teleport, NATS, Rootly, HTTPie, Aptos, and many more.
Does Evil Martians work with AI developer tools startups?
Yes, AI-native development is one of our core verticals. We help AI startups build AI agents, LLM integrations, tool-use and MCP infrastructure, and AI-native product patterns. We've shipped agent orchestration, agent observability, and agentic coding tools. We also build AI Harnesses—open source skill sets that encode architectural patterns into AI coding tools like Claude Code, Cursor, and Copilot, making agentic coding more productive for Rails and TypeScript/React teams. Our engineers helped scale bolt.new from a browser IDE into the AI-powered tool that hit $20M+ ARR in 2 months.
Does Evil Martians work with cybersecurity companies?
Yes, we work with cybersecurity startups like Teleport, Tines, Wallarm, and Daylight Security. We help security companies build dashboards, agent infrastructure, and developer-facing security tools that integrate into existing workflows. Tines, a leading security orchestration platform, runs on Ruby on Rails—we helped them with core product design, frontend, and backend.
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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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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/evilmartians
Cite this score: Engagemii (2026). "AEO Score for Evil Martians." Retrieved from https://engagemii.com/aeo/brands/evilmartians
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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