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/monitor by Firecrawl

Notify your AI agent when the web changes

/monitor notifies your agent via webhook the moment pages or sites change. Use up to 90% fewer LLM tokens by only ingesting what changes on a page.

Top comment

Hey Product Hunt 👋 We're Eric, Caleb, and Nick from Firecrawl. Today we're launching /monitor, the easiest way to keep your AI agent in sync with the web. We built /monitor because we kept hearing the same thing. A lot of our customers were already using Firecrawl to watch specific pages, re-scraping the same pricing pages, docs, changelogs, and filings on a loop just to catch when something changed. It makes a ton of sense, but doing it by hand means you either over-poll and burn tokens on pages that didn't change, or under-poll and miss the update that mattered. So we turned it into a product. Point it at a URL, describe what to track in plain English, and Firecrawl checks the page on your cadence, compares it to the last version, and pings your agent over webhook the moment something meaningful changes. Your agent only ingests what actually changed, so you can cut token usage by up to 90%. There's nothing to wire up yourself. The schema, scheduling, diffing, and delivery are all handled for you, and you see the estimated monthly cost before you flip a monitor on. Changes arrive by signed webhook or email, with a permalink for every diff you can hand straight to another agent. It runs on Firecrawl's /scrape under the hood, so JS-heavy pages get tracked reliably too. If you've got an agent re-scraping the same docs, changelogs, or competitor pages on a loop, this one's for you. You can try it out here: https://docs.firecrawl.dev/featu... Would love to hear what you think.

About /monitor by Firecrawl on Product Hunt

Notify your AI agent when the web changes

/monitor by Firecrawl launched on Product Hunt on May 29th, 2026 and earned 343 upvotes and 20 comments, earning #2 Product of the Day. /monitor notifies your agent via webhook the moment pages or sites change. Use up to 90% fewer LLM tokens by only ingesting what changes on a page.

On the analytics side, /monitor by Firecrawl competes within Developer Tools and Artificial Intelligence — topics that collectively have 983.1k followers on Product Hunt. The dashboard above tracks how /monitor by Firecrawl performed against the three products that launched closest to it on the same day.

Who hunted /monitor by Firecrawl?

/monitor by Firecrawl was hunted by Eric Ciarla. A “hunter” on Product Hunt is the community member who submits a product to the platform — uploading the images, the link, and tagging the makers behind it. Hunters typically write the first comment explaining why a product is worth attention, and their followers are notified the moment they post. Around 79% of featured launches on Product Hunt are self-hunted by their makers, but a well-known hunter still acts as a signal of quality to the rest of the community. See the full all-time top hunters leaderboard to discover who is shaping the Product Hunt ecosystem.

Reviews

/monitor by Firecrawl has received 12 reviews on Product Hunt with an average rating of 5.00/5. Read all reviews on Product Hunt.

For a complete overview of /monitor by Firecrawl including community comment highlights and product details, visit the product overview.