Start with buying questions.
Track the use cases, alternatives, and comparisons that could put your product on a buyer’s shortlist.
A GEO agent for API & devtool teams
We're building Frog to check which tools AI recommends, spot gaps in your docs, and help you make the changes.
In early access. Built for small marketing teams.

For API, developer tools, and developer infrastructure companies.
The questions buyers ask
Buyers ask about integrations, pricing, and alternatives.
Check those answers to see which competitors get recommended and which pages AI cites.
The agent workflow
Follow an example for an OpenTelemetry product.
This is the workflow we're building.
Check the questions buyers ask when comparing tools. Compare the recommended products and cited pages with your own docs.
Discover → Diagnose → Act → Measure → Repeat

For teams selling to developers
Your buyers compare SDK support, deployment options, and pricing. We're building Frog to turn those questions into content changes your team can review:
Before you act
Track the use cases, alternatives, and comparisons that could put your product on a buyer’s shortlist.
Open the answer and its citations. Check whether a proposed fix is supported by the pages AI cited.
Review the draft and where it will go. Supported external changes need your approval before they run.
Available today
Set up your product and competitors, add buyer questions, and review AI answers with their sources. Use the evidence to decide which opportunities to work on.
Frog is in early access. The full agent workflow is still being built. Live checks use the OpenAI Responses API with web search, not the ChatGPT app. Other AI platforms are planned. You approve supported external changes.
See planned pricingBefore you sign up
Frog is for marketing and growth teams at API, devtool, and developer infrastructure companies. It is designed around products with public docs and technical buyers who compare integrations, deployment options, and alternatives. GEO means generative engine optimization: helping buyers discover your product through AI answers.
Create a project, add buyer questions, run a live check, and review answers, citations, and suggested actions. You can use that evidence to choose what to work on. The full autonomous agent workflow is still being built.
Live checks currently use the OpenAI Responses API with web search. These are API results, not conversations in the ChatGPT app. Support for other AI platforms is planned.
Your product website, public docs, a few competitors, and the questions buyers ask before choosing a tool. Add product facts and source material to help Frog evaluate the answers.
No. You review the proposed change and its destination first. Publishing, merging code, and other external actions require the relevant approval. Available actions depend on the integrations and workflows supported in your workspace.
Compare answers to the same questions over time. Look at recommendations and cited pages, then check any traffic or signups separately. An extra mention does not prove a new customer. Frog does not guarantee recommendations or revenue.
Start with your product
Add your product, competitors, and first buyer questions.