# How Zapier transformed core marketing processes with ChatGPT Work

Zapier's enterprise marketing team automated lead QA/QC, campaign asset building, and reporting with ChatGPT Work, recovering seven figures in pipeline value monthly.

- ChatGPT Work automates QA/QC on thousands of leads per month, replacing manual reviews that took 35–45 minutes per lead.
- The system identified lead problems, patched issues, and quantified impact as seven figures in pipeline handed to sales monthly.
- It also builds campaign assets in minutes and produces an executive dashboard with recurring lead issues and weekly trends.
- Zapier's team plans to expand to always-on loops and a 'shared brain' using meeting, customer, and market context.

## Why it matters

Enterprise marketing teams can now automate lead funnel QA, campaign creation, and reporting, freeing staff for strategic work and recovering significant pipeline value.

## Sources

- [OpenAI: How Zapier transformed core marketing processes with ChatGPT Work](https://openai.com/index/zapier)

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Summarized by dstilled on 2026-08-10. https://dstilled.ai/story/c3afb54c-42c0-4dd9-8bc5-96b5a7bd4819