MARKET RESEARCH
Instant Competitor Changelog Change Alert
Watches competitor changelog and pricing pages for changes and, the moment new content appears, posts an alert with a plain-English summary of what shipped to a Slack channel.
How it runs
The automated pipeline, trigger to output.
- TriggerWebhook: page-change detectedHTTP webhook
- ActionRe-scrape changed pageFirecrawl
- ActionSummarize what changedPerplexity
- LogicFilter out cosmetic / non-product edits
- OutputPost real-time alert to SlackSlack
What it does
Monitors a set of competitor changelog, release-notes, and pricing pages and fires the instant any of them changes. It summarizes exactly what was added or modified and pushes a real-time alert to Slack so your team hears about a competitor move within minutes, not next week.
When to use it
Use it for high-stakes rivals where timing matters: you want to respond to a pricing change or headline feature the same day it lands. Pair it with the weekly briefing for slower-moving competitors.
How it works
- 1A webhook trigger receives a change-detection ping for a watched page.
- 2Firecrawl re-scrapes the page to capture the current full content.
- 3Perplexity diffs the new content against context and writes a concise summary of what actually changed.
- 4A logic step confirms the change is a real product or pricing update, not a cosmetic edit, and discards false positives.
- 5The alert posts to Slack with the page link and summary.
Set it up
What you configure once, before turning it on.
- 1Connect FirecrawlCrawl, scrape, structured extract.
- 2Connect PerplexitySearch-grounded answers with citations.
- 3Connect SlackChannels, DMs, threads, mentions.
- 4Connect HTTP webhookTrigger any URL on agent actions.
- 5Set each agent's modelWe leave models unset so you pick the tier — fast + cheap, or top-quality.
- 6Tune it to your dataEdit the prompts, filters, and field mappings so it matches how your team works.
- 7Test, then turn it onRun once against a sample, confirm the output, then enable the trigger.
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Run it inside a business
This workflow drops into a full company template. Import the org, and this is one of the playbooks its agents run.

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