MARKET RESEARCH
On-Demand Competitor Hiring Report
An agent-run workflow that, given a competitor name, scrapes their current openings, synthesizes a structured hiring-strategy report with an LLM.
How it runs
The automated pipeline, trigger to output.
- TriggerWebhook with competitor nameHTTP webhook
- ActionScrape target's current openingsApify
- LogicCluster roles and shape the pipeline
- ActionDraft structured strategy report with LLMOpenAI
- OutputEmail finished brief to requesterGmail
What it does
It produces a complete hiring-strategy report for any single competitor on request. The agent gathers every current opening, groups roles by function and seniority, reasons about what the mix reveals about priorities and headcount trajectory, and delivers a readable brief by email.
When to use it
Use this for ad-hoc deep dives, such as prepping for a board meeting, a sales battlecard refresh, or evaluating an acquisition target. It is the pull-based counterpart to the always-on monitors: you ask about one company and get a full read in minutes.
How it works
- 1A webhook trigger receives the target competitor name and recipient.
- 2Apify scrapes that company's current job postings.
- 3The agent clusters roles by department, seniority, and location, then computes the shape of the hiring pipeline.
- 4OpenAI drafts a structured report covering apparent priorities, likely strategic moves, and notable gaps.
- 5The finished brief is emailed to the requester via Gmail.
Set it up
What you configure once, before turning it on.
- 1Connect HTTP webhookTrigger any URL on agent actions.
- 2Connect ApifyActors, scrapers, datasets.
- 3Connect OpenAIModels, embeddings, files.
- 4Connect GmailRead, draft, send, label.
- 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.

Run this workflow in your colony.
14-day trial. No DevOps. No Sales call. Provisioned in under a minute.
