Clay vs TinyFish

SpecialistAutomate work across thousands of apps — no code required

Features a massive marketplace of ready-to-run scrapers, though it operates more as an actor platform than a raw API.

Combines cold email campaigns with verified leads, but focuses more on outreach execution than deep enrichment.

Free / Open-sourceProvides cleaner LLM-ready markdown conversion and crawling, but lacks TinyFish's interactive cloud browser automation capabilities.

Offers superior neural web search designed for AI agents, but provides less comprehensive raw browser automation tools.

AI agents that work the revenue lifecycle alongside your sellers

Excels at cold email deliverability and automation, but offers fewer options for complex multi-source data enrichment.

Delivers enterprise-grade proxy networks and scraping infrastructure, but involves a steeper learning curve than TinyFish.

Offers lead generation and email warmup features, but lacks the deep data orchestration and scraping flexibility.

SpecialistBuild, share, and control AI agents that actually do the work

Provides unified sales prospecting workflows, but is less flexible for custom spreadsheet-based data enrichment.

Excels at converting URLs into clean markdown and embeddings, but lacks dedicated browser actuation and live search endpoints.