← Every exhibit

Table Table 1 Revenue operations & AI

Candidate shared numbers, and how each one fails

The failure mode column is the one to read first: it is how the number behaves once someone is paid on it.

CandidateWho can move itHow it gets gamedVerdict
Marketing-qualified leadsMarketing aloneLoosen the definitionFails condition 1 and 2
Win rateSales aloneDisqualify hard deals earlyFails condition 1 and 2
Pipeline createdMarketing, mainlyCreate pipeline that does not closeFails condition 4
Activity per repSales aloneDo more of the cheapest activityFails 1, 3 and 4
Meetings bookedBoth, weaklyBook meetings that should not happenFails condition 4
RevenueBoth, eventuallyDiscount to closeFails condition 4, and it is too lagging to steer by
Qualified pipeline that converts, by segmentBoth, genuinelyOnly by picking better segments and serving themWorkable
New customers in the target segment, this quarterBoth, genuinelyOnly by agreeing what the target segment isWorkable

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Reference & Evidence

Source: Author's own assessment, applying the five conditions set out in this piece. Not a survey finding.