Social Creator Scraper — daily LinkedIn + X discovery of partnership candidates
Every day, find creators posting about your space on LinkedIn + X — filter for 1k+ followers and topic-relevance, enrich with verified emails, save to a deduped partnerships table. Pair with the creator outreach writer to actually pitch them.
The outcomes on their scorecard
LLM-driven topic-relevance gate after profile + recent posts fetch — drops people whose actual content is off-topic even if they surfaced in keyword search.
Multi-vendor email-finder waterfall runs only on candidates that pass the cheap filters. people_email_verifier gates the final write — undeliverable creators don't land in the table.
Same creator on LinkedIn AND X? Merged into one row with both handles tracked. No duplicate outreach.
Filters early, enriches late. The expensive email waterfall only runs on candidates that already passed follower + topic + language gates.
How the work gets done
Creators with audiences in your space are one of the most underused outbound surfaces in B2B. They already explain the problem you solve to your buyers — they just don't know you exist. This agent finds them daily: it searches LinkedIn and X for posts about your topic terms, walks the top-engaging results, fetches profile data + recent posts for each candidate, filters by follower count + topic relevance + language, and runs an email-finder + verifier waterfall on the survivors. New creators land in `social_creators` with `status='new'`, ready for the downstream outreach writer to pitch. The whole motion runs once a day on cheap filters first (dedup, follower count) before any paid email-finder calls. Pair with `social-creator-outreach-writer` for personalized free-account / sponsorship / partnership pitches.
Creators in your space are already explaining your category to your buyers. This agent finds them — daily scrape across LinkedIn + X by topic, with cheap filters first (dedup, followers) and expensive ones last (email verification). Output is a deduped table of partnership candidates ready for the downstream outreach agent.
Your new teammate
Social Creator Scraper
Daily scheduled agent that searches LinkedIn + X for creators posting about my topics, filters for meaningful audiences and topic-relevance, enriches with verified emails, and writes new creators to social_creators. Pairs with the social-creator-outreach-writer blueprint downstream.
How setup works
- 01
Claim the hire
One click opens a setup session preloaded with this hire's full spec — agents, tools, schedules and database schema. Nothing to configure by hand.
- 02
Answer a few questions
A few short questions about your product, your customers and your channels personalize the hire to your business.
- 03
Your hire deploys itself
Agents, schedules, memory and hand-off queues are provisioned into your workspace automatically. It starts working on day one — and reports back where you already are.
Other hires that pair well
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