MARKET RESEARCH
Geographic-Expansion Watch
Monitors the job locations a competitor is hiring for, detects new cities or countries appearing in postings, and emails an expansion alert with the roles driving it.
How it runs
The automated pipeline, trigger to output.
- TriggerDaily schedule fires
- ActionScrape roles with location fieldsApify
- ActionLoad known-locations baselineAirtable
- LogicDiff locations, isolate new geos
- ActionJudge market-entry vs remote hireOpenAI
- ActionSave new locations to baselineAirtable
- OutputSend expansion alert emailGmail
What it does
Where a company hires reveals where it is expanding. This workflow scrapes a competitor's open roles, extracts every location, and compares the location set against what you have recorded. When a new metro or country shows up — especially paired with sales, ops, or GM roles — it flags a likely market entry and tells you which postings triggered it.
When to use it
Use it when geographic moves matter to your planning: a rival opening its first EU office, pushing into a new US region, or standing up a local team ahead of a launch. Ideal for go-to-market and corp-dev teams tracking territorial overlap.
How it works
- 1A daily schedule fires the run.
- 2Apify scrapes the competitor's open roles with location fields.
- 3The pipeline loads the known-locations baseline from Airtable.
- 4A logic step diffs locations and isolates any new city or country.
- 5For each new location, it groups the driving roles and OpenAI judges whether the mix signals a real market entry versus a remote hire.
- 6New locations are saved to the baseline, and an expansion alert email is sent via Gmail.
Set it up
What you configure once, before turning it on.
- 1Connect ApifyActors, scrapers, datasets.
- 2Connect AirtableBases, tables, views, automations.
- 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.

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