
07Example test
B2B software company, London: a ChatGPT test judged on pipeline.
Google Ads stayed the core channel. Once CRM data was steering bids towards sales-qualified leads, we ring-fenced a small share of budget for ChatGPT Ads, aimed at software-comparison conversations, with context hints written from questions prospects asked on sales calls.
Every ChatGPT lead was matched in the CRM and judged on the same pipeline measure as Google, so the end-of-test decision (extend, with tighter context hints) rested on qualified pipeline, not clicks.
- 10%Of media budget ring-fenced for ChatGPT
- 8 wksFixed test window, then a decision
- +58%Sales-qualified leads across the programme
Illustrative example. ChatGPT Ads is a new channel; results depend on sector, eligibility, budget and starting point.