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How Lab24 uses Orange Slice

Startup studio · March 2026 to October 2026

lookups run
47,994lookups run
sheets built
8sheets built
rows in those sheets
20,743rows in those sheets
lookups in the last 30 days
6,722lookups in the last 30 days

The company

Lab24's site says it is "addicted to building" and little else, so this comes from its sheets.

The problem

Lab24 watches for people posting about a problem it can solve.

What they built

Signal sheets that read posts from the web and LinkedIn, score each one for pain, and send a Slack alert. Much of it runs through the API.

Find
database search, web search
Enrich
LinkedIn profiles, LinkedIn company pages, website reads, LinkedIn posts, browser tasks, AI research and scoring
Connected
HeyReach, HubSpot, Slack

The result

  • 47,994 lookups from 10 March 2026 to 24 October 2026.
  • 6,722 of them in the last 30 days.
  • 8 sheets built, holding 20,743 rows and 242 columns.
  • 29% of all lookups came through the API, from Lab24's own code.

Of their last 3,000 lookups: 63% API calls, 17% AI research and scoring, 11% scraper runs.

Numbers are counts from Lab24's Orange Slice workspace on 25 October 2026.

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