Real-time AI answer engine and research workspace combining live web citations with frontier reasoning models.
Real-time AI answer engine and research workspace combining live web citations with frontier reasoning models.
Octen records 11,653 monthly visits with +7.6% month-over-month growth and Free Trial, Paid pricing. TinyFish records 1,124,952 monthly visits with +199.7% growth and Freemium, Contact for Pricing pricing.
Real-time web search and retrieval APIs built for AI agents
| Dimension / Metric | ![]() | |
|---|---|---|
| Official Domain | octen.ai | tinyfish.ai |
| Pricing Model | Free Trial, Paid | Freemium, Contact for Pricing |
| Monthly Visits | 11.65K (11,653) | 1.12M (1,124,952) |
| MoM Traffic Delta | +828 (+7.6%) | +749.57K (+199.7%) |
| Primary Market & Share | 🇸🇬 Singapore (80.3%) | 🇺🇸 United States (27.4%) |
| Direct Visits / mo | 5.89K | 401.32K |
| User Rating | 4.4 | 4.4 |
| Supported Platforms | Website | Website |
Real-time web search and retrieval APIs built for AI agents
Returns ranked, LLM-ready results with highlights and optional full content, designed to hold steady latency even under very high query concurrency.
Automatically splits one complex question into parallel sub-queries and merges the results, giving agents broader coverage from a single call.
Dedicated embedding families for text and for vision-language retrieval, letting teams embed pages, images, video, and documents into a shared vector space.
Turns any URL into clean Markdown with intent-focused highlights and a classified page type, so downstream models receive structured, noise-free input.

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.
Real-time AI answer engine and research workspace combining live web citations with frontier reasoning models.
Real-time AI answer engine and research workspace combining live web citations with frontier reasoning models.

A free, AI-powered academic search engine for 240M+ papers across every scientific field
A free, AI-powered academic search engine for 240M+ papers across every scientific field

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.
The real-time web access layer for AI agents and deep research

Search 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.
AI search and retrieval platform for modern apps and commerce

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.