# Firecrawl: what AI models say (September 2026)

Source: Memetik Index, https://www.memetik.ai/vendors/firecrawl
Website: https://www.firecrawl.dev

Firecrawl was named in 60 of 100 AI answers across 2 categories. Best position: Web search and scraping APIs for AI, 92% answer share, ranked #3, named first in 28%.

## What Firecrawl is

Firecrawl is an API for AI systems to search, scrape and interact with the web. It is built for AI agents and MCP clients. It offers 1,000 free credits per month, alongside paid self-serve plans using monthly credits and $5 auto-reload batches.

It searches the web and returns full content from results, then converts website content into LLM-ready Markdown, JSON and screenshots. Firecrawl supports JavaScript rendering, smart waits, media parsing, search and page actions. It can also interact with pages through AI prompts or code.

Pricing: It offers 1,000 free credits per month, with paid self-serve plans that use monthly credits and $5 auto-reload batches.
(From Firecrawl's own website, read 2026-09-02.)

## By category

| Category | Rank | Answer share | Named first | Models |
|---|---|---|---|---|
| Web search and scraping APIs for AI (https://www.memetik.ai/index/ai-search-apis) | #3 of 17 | 92% | 28% | GPT-5.6 Sol, ChatGPT, GPT-5.6 Luna, Claude Opus 5, Claude, Claude Fable 5, Gemini, Gemini 3.5 Flash, Perplexity, Sonar Reasoning Pro |
| Browser automation for agents (https://www.memetik.ai/index/browser-agents) | #10 of 15 | 28% | 2% | Claude Opus 5, Claude, Claude Fable 5, Gemini, Perplexity, Sonar Reasoning Pro |

## What the models said

> "My practical recommendation: if you're prototyping an agent and want the least friction, start with Tavily or Firecrawl."
> — Claude, Web search and scraping APIs for AI

> "Choose Firecrawl if your agent needs to browse pages, extract content, and operate on webpages, not just search them."
> — Perplexity, Web search and scraping APIs for AI

> "Choose Firecrawl or Olostep if your agent needs to read, analyze, or extract structured data from specific URLs."
> — Gemini 3.5 Flash, Web search and scraping APIs for AI

> "Choose Brave Search plus Firecrawl when you want control Use Brave to find pages, then selectively pass the best URLs to Firecrawl."
> — GPT-5.6 Sol, Web search and scraping APIs for AI