
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.
Matterbase records 4,450 monthly visits with -3.4% month-over-month growth and Freemium, Free Trial, Contact for Pricing pricing. TinyFish records 1,124,952 monthly visits with +199.7% growth and Freemium, Contact for Pricing pricing.

Find, save, and spec interior products in one workflow
| Dimension / Metric | ![]() | ![]() |
|---|---|---|
| Official Domain | matterbase.com | tinyfish.ai |
| Pricing Model | Freemium, Free Trial, Contact for Pricing | Freemium, Contact for Pricing |
| Monthly Visits | 4.45K (4,450) | 1.12M (1,124,952) |
| MoM Traffic Delta | -157 (-3.4%) | +749.57K (+199.7%) |
| Primary Market & Share | 🇺🇸 United States (60%) | 🇺🇸 United States (27.4%) |
| Direct Visits / mo | 1.75K | 401.32K |
| User Rating | 4.2 | 4.4 |
| Supported Platforms | Website | Website |

Find, save, and spec interior products in one workflow
Search by room type, colour, or a natural-language prompt to find interiors and the individual products credited inside them, with photographer and designer attribution.
Drag-and-drop boards for products, finishes, and materials that you can share with clients and teammates for comments and approval.
Turn a board into a real-time schedule your studio can price, with product data carried over instead of retyped into spreadsheets.
Lasso or pin a region of a rendering to swap finishes and adjust lighting, from day to night, without leaving the platform.

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.

Generate, edit and visualize floor plans in your browser
Generate, edit and visualize floor plans in your browser

SpecialistAI rendering studio that turns sketches, photos and SketchUp, Revit or Rhino views into client-ready architectural images
SpecialistAI rendering studio that turns sketches, photos and SketchUp, Revit or Rhino views into client-ready architectural images

SpecialistAI interior design, floor plans and 3D models for every home project
SpecialistAI interior design, floor plans and 3D models for every home project

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.

SpecialistAI architecture platform for instant interior, exterior and 3D renders
SpecialistAI architecture platform for instant interior, exterior and 3D renders

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.
SpecialistClient-ready interior renders in under a minute
SpecialistClient-ready interior renders in under a minute