Social Media

Linkedin Pages Data Extractor

Vern's Linkedin Pages extractor imports a new user's social media data — follower statistics, follower statistics time bound, organization lookup, and share statistics — into your product through a single managed migration, handling Linkedin Pages's auth, pagination, and rate limits for you. It's built for teams onboarding customers off Linkedin Pages who want their data in your app from day one.

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Linkedin Pages

SaaS API (REST)

Managed auth, retries, and throttling

Normalized JSON, CSV, and DB-ready output

Cleaned JSON, CSV, and DB-ready output

Export coverage

Know exactly what Vern pulls before you migrate.

Objects Vern extracts

Vern extracts the full set of queryable Linkedin Pages objects (6 total), including: Follower Statistics, Follower Statistics Time Bound, Organization Lookup, Share Statistics, Share Statistics Time Bound, and Total Follower Count. 2 of these support incremental change tracking, so syncs pull only what changed.

Output schema

Normalized JSON per object with referential keys preserved, so the relationships between your user's records survive the import. Timestamps are returned in ISO 8601. Delivered as JSON or CSV, or loaded straight into your own application database or pushed to your API — whatever your product expects.

Where it can land

Your own application database (Postgres, MySQL), a direct push to your API or webhook, or JSON/CSV files, plus another social media system (Blogger, Buzzsprout, Instagram) when a user is switching tools.

Source details

Built for the source type shown above, with extractor content refreshed from the collection record.

Managed by Vern

The details you normally have to build yourself.

Authentication

API key / access token. Your user pastes their Linkedin Pages API key once when they sign up; Vern stores it encrypted and attaches it to every request, handling header signing and retries so you never touch the raw credential. See Linkedin Pages's authentication guide.

Pagination

Vern detects and handles Linkedin Pages's paging model (cursor, page-number, or offset) internally and returns one consistent, de-duplicated result set — so you import a user's complete data without ever managing page tokens.

Rate limits and gotchas

Linkedin Pages enforces its own API rate limits (see Linkedin Pages's rate-limit docs). Vern queues and throttles requests internally so importing a new user's data never trips a 429 — even on a large account.

API-key sources rarely surface their true rate ceilings until you hit a 429 mid-import, and many silently cap page size. Vern throttles to stay under the limit and normalizes paging so a partial pull never lands a user in your product with missing data.

API quickstart

1. Create a migration for Linkedin Pages
curl -X POST https://app.vern.so/api/v1/migrations \
  -H "x-api-key: $VERN_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{ "name": "Linkedin Pages → Postgres", "source": "Linkedin Pages" }'
→ { "migration_id": "mig_..." }
2. Generate the extraction recipe (pulls live via the Linkedin Pages API)
curl -X POST https://app.vern.so/api/v1/migrations/$MIGRATION_ID/runs \
  -H "x-api-key: $VERN_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{ "kind": "generate", "extract_via_api": true }'
3. Run the approved extraction
curl -X POST https://app.vern.so/api/v1/migrations/$MIGRATION_ID/runs \
  -H "x-api-key: $VERN_API_KEY" \
  -H "Content-Type: application/json" \
  -d '{ "kind": "execute" }'
4. Download the normalized CSV export
curl https://app.vern.so/api/v1/migrations/$MIGRATION_ID/exports/{template} \
  -H "x-api-key: $VERN_API_KEY" -o linkedin-pages_export.csv

A cleaner way to extract without rebuilding source-specific plumbing.

View docs

Common questions

Can I keep a user's Linkedin Pages data in sync after the first import? Yes — 2 Linkedin Pages objects support incremental change tracking, so after the first full import Vern pulls only what changed on re-run.

Can I move a user from Linkedin Pages to Blogger? Yes — Vern normalizes the Linkedin Pages data model into typed tables that map cleanly onto Blogger and into your own product.

What does it cost to read the Linkedin Pages API? Linkedin Pages's own API access follows Linkedin Pages's pricing/plan; Vern is billed separately per import. Check Linkedin Pages's developer docs for their current limits.