Research, scraping, OCR, PDFs, and spreadsheets

Turn messy pages, PDFs, screenshots, and tables into clean usable output.

Gather & Extract is for research capture and cleanup work that needs structure. WeBot can collect source material, extract fields, organize tables, flag unclear items, and return a reviewed export with notes.

Start in StudioBook a free call

What comes back

  • PDF, invoice, OCR, screenshot, and table extraction
  • Website research packs with source notes and structured summaries
  • Spreadsheet, CSV, CRM, and format cleanup
  • Lead-list or market-research exports after source review

What to provide

  • Source URLs, PDFs, screenshots, spreadsheets, or sample files
  • The exact fields, columns, format, and final use you need
  • Rules for what to include, exclude, verify, or flag as uncertain

Review path

Small extraction jobs can start in Studio; recurring or sensitive scraping is scoped first.

1. IntakeContext and files.
2. Agent draftFocused production.
3. ReviewLead and fresh-context pass.
4. ApprovalYou review before final.