Independent product intelligence · Worldwide · 2026-05-01 → 2026-07-31
An experimental Forward Deployed Agent by Firecrawl.
Traffic & engagement
Traffic and engagement were not measured for this domain. The ranking positions below were.
Search demand
Search economics, brand dependence and ranking depth expose whether demand is portable or tied to the brand.
| # | Keyword | Clicks | Organic | Paid | Share |
|---|---|---|---|---|---|
| 1 | apify | 18K | 110 | 17.9K | 5.39% |
| 2 | llms.txt generator | 5.3K | 5.3K | 0 | 1.59% |
| 3 | url extractor | 4.6K | 4.6K | 0 | 1.37% |
| 4 | bright data | 4K | 100 | 3.9K | 1.20% |
| 5 | exa | 3.7K | 0 | 3.7K | 1.11% |
AI referral visibility
AI referrals are still a minority channel, but they show which assistants and pages are becoming discovery surfaces.
The identifiable AI mix includes ChatGPT, Gemini, Perplexity, Claude, Copilot, Manus, Qwen, while the source groups 34.4% into “Others”.
| # | Page / folder | Traffic | Share |
|---|---|---|---|
| 1 | firecrawl.dev | 59.3K | 35.15% |
| 2 | other | 58.1K | 34.43% |
| 3 | firecrawl.dev/blog/best-claude-code-skills | 4.3K | 2.57% |
| 4 | firecrawl.dev/pricing | 3.7K | 2.17% |
| 5 | firecrawl.dev/blog/best-browser-agents | 2.7K | 1.60% |
| 6 | firecrawl.dev/blog/best-open-source-agent-frameworks | 1.9K | 1.14% |
| 7 | firecrawl.dev/blog/introducing-browser-sandbox | 1.8K | 1.09% |
| 8 | firecrawl.dev/blog/best-ai-resources | 1.5K | 0.88% |
| 9 | firecrawl.dev/tools/website-to-markdown | 1.5K | 0.86% |
| 10 | firecrawl.dev/blog/best-claude-code-plugins | 1.2K | 0.72% |
| 11 | firecrawl.dev/blog/best-youtube-transcript-extractors | 1.1K | 0.67% |
| 12 | llmstxt.firecrawl.dev | 1K | 0.62% |
| 13 | firecrawl.dev/blog/gemini-cli-firecrawl | 968.7 | 0.57% |
| 14 | firecrawl.dev/blog/best-vector-databases | 955.5 | 0.57% |
| 15 | firecrawl.dev/blog/best-github-repos | 945 | 0.56% |
| 16 | firecrawl.dev/tools/url-extractor | 919.6 | 0.55% |
| 17 | docs.firecrawl.dev/mcp-server | 913.6 | 0.54% |
| 18 | firecrawl.dev/blog/best-codex-skills | 848.4 | 0.50% |
| 19 | firecrawl.dev/blog/best-pdf-parsers | 836 | 0.50% |
| 20 | firecrawl.dev/app | 831.6 | 0.49% |
| 21 | app.firecrawl.dev | 739.8 | 0.44% |
| 22 | docs.firecrawl.dev/ai-onboarding | 739.8 | 0.44% |
| 23 | firecrawl.dev/signin | 646.4 | 0.38% |
| 24 | docs.firecrawl.dev/quickstarts/python | 644.2 | 0.38% |
Product profile
Traffic makes more sense when you can connect it to the actual product promise.
“Prometheus - Firecrawl”
An experimental Forward Deployed Agent by Firecrawl.
4 of 8 signal groups are available for this product: identity, authority and backlinks, AI referrals, search demand.
Not measured for this domain: traffic and engagement, audience demographics, country distribution, acquisition mix. Those sections are left out of the page rather than filled with estimates.
Canonical website: https://www.firecrawl.dev/prometheus
Observed across 2 discovery sources.
Research questions
Every answer is tied to a source we collected, and the questions with no evidence behind them are left unanswered rather than guessed.
Prometheus is an AI agent that converts natural language data requests into functional Firecrawl data collection pipelines. Users describe the data they want in plain English, and the agent generates a reproducible, versionable SDK collector, optionally deploys it on a schedule, and manages its maintenance. This turns complex data gathering into an automated workflow. Evidence supports this from the homepage h1 and main text.
Prometheus solves the problem of turning high-level, non-technical data collection requests into working, maintainable code and pipelines. It eliminates the need for manual coding and configuration for web data gathering, allowing users to define what they need in plain language and receive a ready-to-use, deployable solution. This is described as automating cross-functional data workflows. The evidence is from the homepage h1 and taxonomy reason.
Prometheus is designed for users who need to collect web data but may not have deep programming expertise. The product description refers to users who can define data requests in 'plain English,' indicating it is for a broad audience including non-developers, analysts, or teams needing automated data pipelines. The evidence is from the homepage h1 and main text.
Prometheus offers a three-step process: users define a request in plain English, receive a reproducible and versionable Firecrawl SDK collector with sample data, and can choose to keep the code or have Firecrawl deploy it on a schedule. The service also manages maintenance, healing the collector when it breaks, and delivering the data to a specified location. Evidence is from the homepage main_text.
The product listing includes a 'Free trial' tag, indicating that Prometheus is available for a free trial. No other specific pricing or packaging details are provided in the available evidence. This information comes from the product tags.
Prometheus is classified under the 'Workflow Automation' category. This taxonomy is assigned with a confidence of 0.8 because it is an AI agent that automates cross-functional data workflows. The evidence is from the taxonomy category name and reason.
Prometheus by Firecrawl is an experimental 'Forward Deployed Agent' that uses AI to translate plain-English descriptions of desired data into automated, deployable Firecrawl collection pipelines. It aims to simplify and automate the process of gathering web data for analysis or other uses. The evidence is from the homepage title and meta_description.
Behind the lock
Worldwide estimates · Data period 2026-05-01 → 2026-07-31 · AI referral period 2026-02-01 → 2026-07-31. Figures are measured estimates intended for market research. Signals we have not measured for this domain are omitted, never estimated; a measured zero is still reported as zero. How this was measured