Workflow guide

How to generate documents from Google Sheets data

When spreadsheet rows need to turn into letters, certificates, PDFs, packets, or templated files, manual copy-paste quickly becomes a fragile process. DocForge is built for teams that already manage source records in Google Sheets and want consistent document generation on top of that data.

Best-fit document generation scenarios

This workflow is strongest when a sheet row needs to become a reusable, reviewable output file.

Certificates and letters

Use a template to generate repeatable documents from row-level data.

Invoices or packets

Keep file generation tied to the source records without rebuilding the document every time.

Review-ready PDFs

Create editable Google Docs, PDF exports, or both depending on the workflow.

Batch processing

Generate many files from the same template while keeping naming and structure consistent.

Recommended setup path

  1. Build the source sheet so each document field maps cleanly to a column header your team can recognize.
  2. Create or choose the Google Docs template you want to use as the layout for the generated output.
  3. Launch DocForge, connect the template, map the fields, and run preflight before any full batch.
  4. Generate one test file first, then confirm the output format, naming, and any PDF conversion behavior are correct.
Preflight is especially valuable in document workflows because a small mapping mistake can multiply across a full run of files very quickly.

What to evaluate before launch

Template discipline

Keep the template fields aligned with the actual spreadsheet headers so replacement works reliably.

Output format

Decide whether operators need editable Docs, final PDFs, or both in the same workflow.

Naming and filing

Plan how generated files should be named and reviewed so they do not become hard to manage later.

Email delivery needs

If documents are sent after generation, test that step separately from the merge itself.

Next steps