Firecrawl vs Middleware

Side-by-side comparison of AI visibility scores, market position, and capabilities

Middleware leads in AI visibility (56 vs 39)
Firecrawl logo

Firecrawl

EmergingInfrastructure

IT Operations

YC-backed web scraping API converting websites to clean Markdown/JSON for AI and RAG pipelines; $16.2M Nexus Venture Partners Series A at 350K users with Fire-Engine delivering 40% higher scraping success.

AI VisibilityBeta
Overall Score
D39
Category Rank
#226 of 305
AI Consensus
79%
Trend
stable
Per Platform
ChatGPT
40
Perplexity
41
Gemini
35

About

Firecrawl is a San Francisco-based web data infrastructure platform providing an AI-optimized web scraping and crawling API that converts websites into clean, structured data (Markdown, JSON, HTML) for AI applications, retrieval-augmented generation (RAG) pipelines, and autonomous agents. Founded in 2024 by Caleb Peffer and Eric Ciarla and backed by Y Combinator with $16.2 million raised including a $14.5 million Series A led by Nexus Venture Partners, Firecrawl serves 350,000+ users including Zapier, Shopify, and Replit while achieving profitability — rare for a company at this stage.

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Middleware logo

Middleware

ChallengerInfrastructure

IT Operations

Cloud-native observability platform with APM, traces, logs, and metrics; OpenTelemetry-native cost-effective Datadog alternative targeting DevOps teams at growing companies.

AI VisibilityBeta
Overall Score
C56
Category Rank
#96 of 305
AI Consensus
81%
Trend
stable
Per Platform
ChatGPT
54
Perplexity
60
Gemini
59

About

Middleware is an observability and monitoring platform providing application performance monitoring (APM), distributed tracing, log management, and infrastructure metrics in a unified view for engineering teams running cloud-native applications. Founded in 2021 and headquartered in San Francisco, Middleware raised approximately $6 million and targets DevOps and SRE teams at growing companies who need comprehensive observability without the cost and complexity of enterprise platforms like Datadog or New Relic.

Full profile

AI Visibility Head-to-Head

39
Overall Score
56
#226
Category Rank
#96
79
AI Consensus
81
stable
Trend
stable
40
ChatGPT
54
41
Perplexity
60
35
Gemini
59
44
Claude
60
42
Grok
54

Key Details

Category
IT Operations
IT Operations
Tier
Emerging
Challenger
Entity Type
brand
brand

Capabilities & Ecosystem

Capabilities

Shared
IT Operations

Integrations

Only Middleware

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