Marketing & Sales

Marketing Says the Leads Are Good, Sales Says They Are Not: Who Is Right

The “both can be right” model, a rejected-lead reason taxonomy, and the feedback loop that ends the argument with data.

Published Updated 3 min readAYVION Intelligence

In most cases both are right, because they measure different things: marketing measures whether the lead matches declared criteria, sales measures the probability of closing now. Both definitions of quality are legitimate and they do not overlap.

There is only one way to end the argument: a shared definition of a qualified lead, a closed list of rejection reasons that is mandatory in the CRM, and a periodic review of aggregate data instead of anecdotes.

Why both can be right

DimensionMarketing viewSales view
Definition of qualityMatches targeting criteriaCloses in a useful timeframe
HorizonVolume across the periodToday's individual case
Data usedCampaign aggregateThe last five calls
RiskOptimising vanity metricsGeneralising from isolated cases

The shared definition of a qualified lead

You need a written definition with four or five verifiable criteria, approved by both sides. Anyone must be able to apply it and reach the same verdict: if two people classify the same lead differently, the definition is not ready.

  • An explicit need the contact acknowledges.
  • Scope and geography you can serve.
  • Authority to decide, or access to the decision maker.
  • A stated timeframe.
  • Fit with your typical engagement range.

Rejected-lead reason taxonomy

A free-text reason produces “not interested” 70% of the time, which is not information. You need a short, closed, mutually exclusive list.

  1. Out of area or out of scope.
  2. Not the decision maker.
  3. Timeline incompatible.
  4. Budget expectation incompatible.
  5. Expectation mismatched with what was promised.
  6. Unreachable after the full follow-up sequence.
  7. Competitor or non-commercial enquiry.

The weekly feedback loop

  1. Every rejected lead gets a reason from the closed list, no exceptions.
  2. Weekly, review aggregated reasons by source and campaign.
  3. The top two causes become the next change.
  4. Measure the effect on the next batch, not on general impressions.

Rule

No decision about lead quality is made on fewer than 30 classified outcomes.

What changes structurally

Once rejection reasons flow back to marketing as structured data, campaigns stop optimising for cost and start optimising for fit. That is the point where the conversation between the two functions stops being an opinion.

FAQ

What if sales does not fill in rejection reasons?
Make it mandatory on the CRM stage change. If it is not mandatory, it does not exist.
Who owns the final definition of a qualified lead?
Leadership, with both functions in the room. It cannot be a marketing-only document.
How often should it be revised?
Quarterly, or whenever the offer, territory or delivery capacity changes.
Do we need lead scoring?
Only after the definition and rejection reasons are stable. Before that it is a model built on unreliable data.

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