# Firecrawl vs Miligram

Firecrawl records 1,828,239 monthly visits with -1.9% month-over-month growth and Freemium, Contact for Pricing pricing. Miligram records 0 monthly visits with 0% growth and Freemium pricing.

| Metric | [Firecrawl](https://openaitools.app/tool/firecrawl-dev) | [Miligram](https://openaitools.app/tool/miligram) |
| :--- | :--- | :--- |
| Website URL | https://www.firecrawl.dev | https://miligramai.com |
| Categories | AI Data Mining, AI API, Large Language Models (LLMs), Open Source AI Models | AI Lead Generation, AI Agent, AI Sales |
| Pricing Model | Freemium, Contact for Pricing | Freemium |
| Monthly Visits | 1,828,239 | 0 |
| MoM Growth Rate | -1.9% | 0% |
| Primary Market | United States | Global |
| Direct Visits | 740,258 | 0 |
| Review Score | 4.7 | 4.1 |
| Saved Count | 2 | 0 |
| Supported Platforms | Website | Website |

## Firecrawl

Firecrawl positions itself as the infrastructure layer that helps AI systems find, read, and act on the live web. Instead of wrestling with headless browsers, proxy rotation, JavaScript rendering, and messy HTML, teams send Firecrawl a URL or a query and receive clean, token-efficient content that a model can consume directly. The platform bundles search, scrape, map, crawl, and interact endpoints so an agent can discover sources, pull their contents, and then click, type, or navigate within a page.

The product is developer-first: official Python and Node.js SDKs, a REST API, a CLI, and an MCP server make it easy to plug into frameworks such as LangChain, LlamaIndex, or any agent runtime. Reliability engineering is a headline claim, with published benchmarks for scrape coverage, latency, and token savings, plus smart waiting for dynamically loaded content and support for structured extraction schemas.

Firecrawl also maintains an open-source core alongside its hosted, usage-metered service, and it has expanded beyond raw scraping toward curated, licensed web content through its Alexandria program. Typical adopters include AI chat products, deep-research tools, agent builders, sales-intelligence teams, and onboarding flows that need fresh web context.

**Pricing & Plans:** Freemium: a free tier lets you start without a card, paid plans scale by credits/usage, and enterprise or high-volume deals are handled through contact sales.

- **Search, scrape, crawl, map:** Multiple endpoints cover discovery, single-page extraction, whole-site crawling, and URL mapping from one API.
- **LLM-ready output:** Returns Markdown, structured JSON, HTML, links, and screenshots while stripping navigation, ads, and footers to cut token usage.
- **Interact with pages:** After scraping, drive clicks, typing, scrolling, and navigation with prompts or code to reach data behind interaction.
- **Developer integrations:** Python and Node SDKs, REST API, CLI, and an MCP server let agents and IDEs connect in minutes.
- **Open-source core and reliability benchmarks:** A publicly developed core plus published coverage, latency, and token-efficiency benchmarks back the reliability claims.

**Strengths:** Handles JavaScript rendering, smart waits, and anti-bot complexity so you avoid maintaining your own scraper fleet; Token-efficient Markdown output reduces LLM input costs substantially; Rich integration surface: SDKs, REST, CLI, and MCP server for agent frameworks; Open-source core and published benchmarks improve transparency and trust

**Limitations:** Usage-based credits mean costs can grow quickly on large crawl jobs; Full feature depth may be overkill for teams that only need occasional single-page scraping; Coverage gaps remain on highly protected or login-gated sites

[Profile (Markdown)](https://openaitools.app/tool/firecrawl-dev.md)

## Miligram

Miligram positions itself as "contact intelligence for AI agents." Instead of working inside yet another standalone prospecting dashboard, you install a single connector into the AI tools you already use — Claude or ChatGPT — and then ask natural-language questions such as "How do I reach the founder of this company?" or "Find the team at this firm." The assistant calls Miligram's tools behind the scenes and returns sourced emails and direct phone numbers.

Under the hood there are two capabilities: a people-search function that surfaces everyone at a given company or domain, and a lookup function that resolves real emails and phone numbers for the names you care about. Every result carries a confidence mark, and the company says you are only charged when it actually finds something. This pay-for-results model plus a low entry price are the core of its pitch against larger sales-intelligence incumbents.

Pricing starts with ten free contacts and no credit card, then a Pro plan aimed at solo users who need a steady monthly volume of verified contacts, with an Enterprise tier for teams running bulk outreach, shared seats, priority throughput and SLAs. Note that Miligram is an independent product and is not affiliated with, endorsed by, or produced by Anthropic or OpenAI, even though it integrates with their assistants.

**Pricing & Plans:** Freemium. Start with 10 free verified contacts (no card required). Pro is $9/month for 250 verified contacts, emails and direct phone numbers, company-wide people search and access from Claude and ChatGPT. Enterprise pricing is custom, with high-volume bulk lookups, team seats, priority throughput and SLAs. You only pay when a contact is found.

- **Works inside Claude and ChatGPT:** Add one connector and query it in plain language from the AI assistant you already use — no separate app to learn or keep open.
- **Verified emails and direct phone numbers:** Results come back with sourced work emails and direct dial numbers rather than generic switchboard lines, each flagged with a confidence mark.
- **Company-wide people search:** Point it at a company or domain to surface the full roster — founders, partners, decision-makers — then resolve contact details for the whole team in one pass.
- **Pay only for what is found:** Billing is tied to successful lookups, so failed searches do not consume your contact quota.
- **Low-cost entry pricing:** A $9/month Pro tier undercuts typical seat-based sales-intelligence tools, with a 10-contact free trial before you commit.

**Strengths:** Runs inside Claude and ChatGPT, so there is no new dashboard to adopt; Charges only when a contact is actually found; Very low entry price compared with seat-based sales-intelligence tools; Company-wide search resolves a whole team in a single call

**Limitations:** Monthly contact volume on the entry tier is modest for heavy users; Verification quality ultimately depends on source coverage, which can vary by region; Bulk and team workflows require a custom Enterprise conversation

[Profile (Markdown)](https://openaitools.app/tool/miligram.md)

## Frequently Asked Questions

### How do Firecrawl and Miligram compare in monthly traffic?

Firecrawl has 1,828,239 monthly visits, while Miligram has 0. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

Firecrawl has a month-over-month growth rate of -1.9%; Miligram has 0%.

### How does pricing compare?

Firecrawl: Freemium, Contact for Pricing. Freemium: a free tier lets you start without a card, paid plans scale by credits/usage, and enterprise or high-volume deals are handled through contact sales. Miligram: Freemium. Freemium. Start with 10 free verified contacts (no card required). Pro is $9/month for 250 verified contacts, emails and direct phone numbers, company-wide people search and access from Claude and ChatGPT. Enterprise pricing is custom, with high-volume bulk lookups, team seats, priority throughput and SLAs. You only pay when a contact is found.

## Alternatives

| # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- |
| 1 | [Apify](https://openaitools.app/tool/apify) | 4,147,762 | +3.9% | Freemium, Contact for Pricing | Massive marketplace of robust web scrapers and actors, but requires more configuration than Firecrawl's simple API. | [.md](https://openaitools.app/tool/apify.md) |
| 2 | [Instantly](https://openaitools.app/tool/instantly) | 2,336,279 | +6% | Paid, Contact for Pricing | Sales engagement platform with AI agents for lead finding, outreach and deliverability | [.md](https://openaitools.app/tool/instantly.md) |
| 3 | [Clay](https://openaitools.app/tool/clay-2-0) | 1,267,465 | -2.7% | Freemium, Free Trial, Contact for Pricing | Build GTM systems that turn data into revenue | [.md](https://openaitools.app/tool/clay-2-0.md) |
| 4 | [TinyFish](https://openaitools.app/tool/tinyfish) | 1,124,952 | +199.7% | Freemium, Contact for Pricing | Combines live web search and cloud browsers for agentic automation, but less specialized in clean markdown generation. | [.md](https://openaitools.app/tool/tinyfish.md) |
| 5 | [Exa](https://openaitools.app/tool/exa-ai) | 1,062,574 | +16.8% | Freemium, Contact for Pricing | Optimized for semantic web search and AI agent retrieval, but less focused on full-site markdown crawling. | [.md](https://openaitools.app/tool/exa-ai.md) |
| 6 | [Tavily](https://openaitools.app/tool/gpt-researcher) | 989,998 | -0.8% | Contact for Pricing | Bundles deep research agents and web search APIs, but less centered on raw site-to-markdown conversion. | [.md](https://openaitools.app/tool/gpt-researcher.md) |
| 7 | [Bright Data](https://openaitools.app/tool/bright-data) | 802,752 | -5.9% | Free Trial, Paid | Enterprise proxy infrastructure with powerful scraping tools, but significantly higher complexity and pricing for simple markdown conversion. | [.md](https://openaitools.app/tool/bright-data.md) |
| 8 | [Success.ai](https://openaitools.app/tool/success-ai) | 547,073 | +6.3% | Freemium, Free Trial | AI sales platform for unlimited B2B leads and outreach | [.md](https://openaitools.app/tool/success-ai.md) |
| 9 | [Jina AI](https://openaitools.app/tool/jina-ai) | 280,782 | -16.5% | Freemium, Paid | Provides excellent URL-to-Markdown document reading and neural search endpoints, but narrower full-site crawling depth. | [.md](https://openaitools.app/tool/jina-ai.md) |
| 10 | [Salesforge](https://openaitools.app/tool/salesforge) | 236,658 | -9.9% | Free Trial, Paid | Unlimited LinkedIn and email outreach, powered by AI SDR agents | [.md](https://openaitools.app/tool/salesforge.md) |

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Source: https://openaitools.app/compare/firecrawl-dev-vs-miligram

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