
Features a massive marketplace of ready-to-run scrapers, though it operates more as an actor platform than a raw API.
Features a massive marketplace of ready-to-run scrapers, though it operates more as an actor platform than a raw API.
Ducky records 1,966 monthly visits with -8.4% month-over-month growth and Freemium pricing. TinyFish records 1,124,952 monthly visits with +199.7% growth and Freemium, Contact for Pricing pricing.

Fully managed AI search and RAG infrastructure for developers
| Dimension / Metric | ![]() | ![]() |
|---|---|---|
| Official Domain | ducky.ai | tinyfish.ai |
| Pricing Model | Freemium | Freemium, Contact for Pricing |
| Monthly Visits | 1.97K (1,966) | 1.12M (1,124,952) |
| MoM Traffic Delta | -181 (-8.4%) | +749.57K (+199.7%) |
| Primary Market & Share | 🇺🇸 United States (100%) | 🇺🇸 United States (27.4%) |
| Direct Visits / mo | 774 | 401.32K |
| User Rating | 4.3 | 4.4 |
| Supported Platforms | Website | Website |

Fully managed AI search and RAG infrastructure for developers
Index and search across text, images and PDFs with one API, so content stays searchable regardless of format.
Ducky splits and optimizes documents for retrieval and applies multi-stage reranking so the strongest matches surface first.
Narrow results precisely by attributes such as date, category or tag to build filtered, product-grade search experiences.
Agents can ask questions and receive synthesized answers that cite their sources, with the whole search-to-synthesis pipeline automated.

One API key for agent-grade web search, fetch, browsing and automation
Real browser-rendered search that returns structured JSON with fresh, uncached results from the live web, with no search fee.
Convert any URL into token-efficient Markdown, JSON or HTML, stripping navigation bars, cookie banners and ads before they reach your model.
Full cloud browser sessions with persistent state that you drive with Playwright, Puppeteer or the Chrome DevTools Protocol.
Give an agent a goal in plain English and it navigates, fills forms and returns structured results; monitoring fires alerts when a tracked page or topic changes.

Features a massive marketplace of ready-to-run scrapers, though it operates more as an actor platform than a raw API.
Features a massive marketplace of ready-to-run scrapers, though it operates more as an actor platform than a raw API.
Free / Open-sourceProvides cleaner LLM-ready markdown conversion and crawling, but lacks TinyFish's interactive cloud browser automation capabilities.
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.

SpecialistSearch and inference APIs that give AI models real-time web data
SpecialistSearch and inference APIs that give AI models real-time web data

Delivers enterprise-grade proxy networks and scraping infrastructure, but involves a steeper learning curve than TinyFish.
Delivers enterprise-grade proxy networks and scraping infrastructure, but involves a steeper learning curve than TinyFish.
SpecialistAI search and retrieval platform for modern apps and commerce
SpecialistThe managed vector database and knowledge engine for production AI

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

Gives you robust headless browser automation and control, but requires more custom development than managed agent APIs.
Gives you robust headless browser automation and control, but requires more custom development than managed agent APIs.

SpecialistProvides independent web search and agent grounding, but lacks content fetching and browser automation features.
SpecialistProvides independent web search and agent grounding, but lacks content fetching and browser automation features.

Fully managed Vector Lakebase and vector database for enterprise AI, built by the creators of Milvus
Fully managed Vector Lakebase and vector database for enterprise AI, built by the creators of Milvus
Free / Open-sourceUses natural language prompts for open-source web scraping, but offers fewer managed enterprise cloud browser features.
Free / Open-sourceUses natural language prompts for open-source web scraping, but offers fewer managed enterprise cloud browser features.