
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.
Contentmaps AI records 527 monthly visits with 0% month-over-month growth and Paid pricing. TinyFish records 1,124,952 monthly visits with +199.7% growth and Freemium, Contact for Pricing pricing.

Four SEO research maps that turn raw SERPs into client-ready deliverables
| Dimension / Metric | ![]() | ![]() |
|---|---|---|
| Official Domain | contentmaps.ai | tinyfish.ai |
| Pricing Model | Paid | Freemium, Contact for Pricing |
| Monthly Visits | 527 (527) | 1.12M (1,124,952) |
| MoM Traffic Delta | +527 (0%) | +749.57K (+199.7%) |
| Primary Market & Share | 🇫🇷 France (100%) | 🇺🇸 United States (27.4%) |
| Direct Visits / mo | 213 | 401.32K |
| User Rating | 4.1 | 4.4 |
| Supported Platforms | Website | Website |

Four SEO research maps that turn raw SERPs into client-ready deliverables
Compares the topical structure of ranking pages side by side, showing consensus sub-topics, keyword density and entity coverage.
Groups large keyword lists into coherent clusters with high-level topics, sub-topics, long-tail keywords and entities.
Reviews a site's existing pages against the queries it targets so you can spot gaps and thin coverage.
Pulls discussion and question data from Reddit to surface real-world language and pain points around a topic.

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.

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.

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.

Free / Open-sourceAI SEO manager that tracks rankings and AI answers, then does the work
Free / Open-sourceAI SEO manager that tracks rankings and AI answers, then does the work

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.

Free / Open-sourceWin AI search discovery with content agents and strategy
Free / Open-sourceWin AI search discovery with content agents and strategy

Free / Open-sourceThe AI SEO agent that researches, writes, publishes, and builds links for you
Free / Open-sourceThe AI SEO agent that researches, writes, publishes, and builds links for you

AI agents that write, optimize and publish SEO content for you
AI agents that write, optimize and publish SEO content for you

Free / Open-sourceSEO and content marketing platform with AI writing built in
Free / Open-sourceSEO and content marketing platform with AI writing built in