Case I
Finding the unresolved buying discussion behind a stalled opportunity
In January 2024, a proposal to increase general market exposure was being discussed alongside a list of opportunities that had not advanced. Peiyu Qiao wanted more support for account teams, and some marketing colleagues favoured a broad campaign that could be launched quickly. I was concerned that we were treating an absence of movement as an absence of awareness. Before committing the larger programme, I authorised CNY1.8 million for a twelve-week review of thirty-two stalled opportunities selected with sales.
The review combined account records with interviews that the participating customer contacts agreed to provide. We recorded the main unresolved issue as understood at the review date, rather than claim to discover a single permanent cause. Seventeen cases involved different operational priorities within the buying group, nine involved budget timing and six lacked an agreed executive sponsor. The categories totalled thirty-two because each case received one primary classification; secondary issues remained in the notes. The selected sample was neither random nor representative of every prospect.
Those findings changed my recommendation. Instead of using the review as a new segmentation slogan, we prepared discussion material that separated the operating problem, the proposed change, the assumptions behind its value and the decisions still needed internally. Sales retained responsibility for the account conversation. I also asked for a route through which an account team could report that our classification was wrong or had become outdated. A research label should not prevent a customer from describing a changed situation.
The concession was time and a less immediately visible campaign. The broad programme did not begin during those twelve weeks, and the review required customer and account-team attention. I do not attach a subsequent conversion rate to this case because we had no comparison that would isolate the effect of the material. The recorded result is a changed marketing recommendation grounded in a bounded review. It taught me to ask what a buying group still needs to decide before assuming that another reason to notice the supplier is the missing intervention.