Web Search Built for AI, Not Clicks
API for embedding web search into AI agents, monetized through usage-based pricing.
Every artifact below transfers to your accounts on day one. The whole engine.
Custom scope to take SearchDocs for Agents from MVP shell to operating business.
Forty thousand companies actively building AI agents need external search for RAG pipelines and autonomous decision-making. The GTM targets these builders through proven distribution: Discord, GitHub integrations, and Hacker News. A usage-based free tier capitalizes on existing developer adoption patterns in adjacent tools. The market is real, the need is structural, and your buyers are already spending on similar infrastructure.
Tavily has six million in funding and owns developer mindshare as the default search layer for agents. OpenAI and Anthropic are embedding native web search into their APIs, which could commoditize the entire independent search category. Infrastructure costs spiking unpredictably will compress your already thin fifty-eight percent margins. Most importantly, developers face zero switching cost, meaning a single GitHub issue about lower pricing can trigger churn waves across your entire customer base.
This suits a technical founder experienced with developer tools and SaaS scaling. You need existing credibility in AI or infrastructure, plus bandwidth to compete against Tavily through pricing and community presence. The business rewards relentless iteration on conversion rates and aggressive community engagement over big-spend marketing. Solo operators with prior API product launches perform better than first-time founders here.
From contract signing to operating business.
Three ways in, depending on how much you want to build yourself.
Read the full buyer brief on every product in the catalog. All Fermi math, all agent specs, all sales kits, all skeptic memos. Cancel any time.
The full asset bundle transfers to your accounts. Brand, domain, landing, agent spec, financial model, sales kit, founder persona, video. You own it.
A Roll Digital chief operator builds SearchDocs for Agents for you. AI-amplified: unlimited Claude + Codex tokens. What used to take weeks, days at our speed.