For Developer Tools
Do You Know What AI Says About Your Dev Tool?
AI models recommend specific tools when developers ask for help. Some brands appear in every response. Others are completely invisible. Monitor how ChatGPT, Claude, and Gemini describe your product — and which competitors they recommend instead.
Monitor AI Visibility FreeNear-Monopolies Form Fast. Yours May Already Be Lost.
AI models show strong consistency in which products they recommend — and those preferences can shift dramatically between model updates. If your documentation isn't in the latest training data, AI may stop mentioning you entirely. And unlike Google rankings, there's no Search Console to tell you.
Perfect For
Built for teams who need to understand their AI presence
Startup Founder
Know if AI agents recommend your dev tool before investors ask
Founder / CTO
Know if AI recommends your tool or suggests alternatives, before it shows up in churn data
VP of DevRel
Track whether developer content actually translates to AI visibility, not just awareness
Product Marketing
Build competitive intel from the AI visibility layer that G2 and Gartner can't see
How It Works
Add Your Dev Tool
Enter your product, category, and key competitors. We start querying agent-style prompts across leading AI models immediately.
Monitor AI Mentions
See when AI mentions you, a competitor, or neither. Track visibility by model, version, and prompt type.
Act on Signals
Get playbooks for improving training data recency, API simplicity scores, and documentation presence in agent training corpora.
From invisible to instrumented
Know your AI visibility rate, spot recency fade before it kills your numbers, and track the build-vs-buy threat in your category.
Invisible to AI coding agents
Tracking AI visibility in real time
What you'll get
Everything you need to understand and improve your AI visibility.
- Track your AI visibility rate across Claude, GPT, and Gemini
- Get alerted when training data shifts drop your ranking
- Monitor the build-vs-buy threat in your category
- See exactly which competitors agents prefer and why
AI Visibility Rate
Your brand's mention rate across AI platforms vs every competitor. The metric that npm downloads can't show you.
Training Data Recency Tracking
Know when a model update shifts your visibility. Catch drops in AI mentions before they compound into lost market share.
Build-vs-Buy Alerts
AI models don't always recommend existing products — sometimes they suggest building custom solutions. Know where you stand.
A Blind Spot in Your Developer Intelligence
You track downloads, stars, and search rankings. But none of those tell you what AI says when someone asks for a recommendation.
Developer popularity, adoption trends
Agent selection behavior
Search visibility, keyword rankings
Coding agent recommendations
Agent selection rate, recency tracking, build-vs-buy across leading AI models
No AI visibility monitoring
Common Questions
Answers to what you're probably wondering
Do AI agents really influence tool adoption?
Yes. AI models show consistent patterns in which products they recommend. The responses are shaped by training data, documentation quality, and community presence. Monitoring these patterns over time reveals which brands are gaining or losing visibility.
What's the build-vs-buy threat?
AI models sometimes recommend building custom solutions rather than using existing tools. If your integration is complex or poorly documented, AI may suggest alternatives or DIY approaches. Monitoring your AI visibility helps you spot when this happens.
Can I actually change my AI visibility rate?
Yes. AI visibility correlates with training data recency, documentation quality, and community presence. Improving these signals can meaningfully change how often AI mentions your product.
Stop being invisible to coding agents
See your AI visibility rate across Claude, GPT, and Gemini. Know where you stand before your competitors do.
Monitor AI Visibility Free