Classify the failure before changing targeting
A single “bad lead” label hides several different problems. A contact may be invalid, duplicated, looking for employment, interested in another location, outside the offer’s budget or simply not reached yet.
Use one primary reason per record for aggregate reporting while preserving the contact history. Multiple reasons on one record should not be added together as different people.
On smaller screens, scroll the table horizontally to read all columns.
| Observed state | Investigate | Do not assume |
|---|---|---|
| Invalid contact | Input format and validation | Every invalid entry is deliberate fraud |
| Duplicate registration | Merge rules and acquisition source | Each CRM record is a new person |
| Project mismatch | Offer, location and price clarity | Targeting is the only possible cause |
| No response yet | Timing and recorded attempts | No response proves no purchase intent |
Check the promise made by the advertisement
Compare location, unit type and offer terms across the advertisement, capture page and sales conversation. An unavailable price or payment plan can create unsuitable inquiries even when the targeting configuration is sound.
Use approved project information and explain changing conditions. Do not invent unit prices, down payments or delivery dates. Better clarity is a testable intervention, not a guaranteed percentage reduction in waste.
Test questions that change a sales decision
Ask for information needed for the first useful follow-up: unit requirements, budget range or purchase timing. Explain the purpose where appropriate and avoid gathering details that do not serve that discussion.
Additional questions may change both completion volume and fit. Test a specific change with a comparable offer and audience, and record abandonment rather than assuming every person who leaves was unsuitable.
Contact verification is not purchase qualification
A verification message or OTP can test access to a contact method in the context for which it was designed. It does not establish budget, project fit or readiness to sign. Assess the added cost, completion friction and mobile experience.
No verification workflow guarantees removal of every fake registration. Provide a path for technical failures and avoid presenting a fixed contact-rate improvement as an automatic result.
Compare acquisition cohorts with similar maturity
Do not compare current spend with contracts from people acquired months earlier. Review raw CPL, CPQL and advertising spend per contract for the same cohort, alongside group size and follow-up time.
If there are no contracts, spend per contract is unavailable rather than zero. Describe immature follow-up explicitly and keep qualification definitions stable instead of changing them to improve a report.
Use CRM outcomes for the feedback loop
Contact, qualification and sales stages require observed sales activity. Once defined, evaluate supported platform integrations and account configuration; a WhatsApp click alone must not create a qualification event.
Start the review with aggregate counts and rejection reasons. Use the downloadable template and linked calculator to turn general dissatisfaction into specific questions before changing spend.
Primary reference: Google Ads: qualified leads and converted leads
Frequently asked questions
Choose the next step for your project review
- Compare CPQL and advertising spend per contract
- Review calculation definitions and limits
- Read the GPR Property experience in context
For a campaign, lead-quality or measurement review, begin with the project objective and aggregate figures for the same period. Deliverables, timing and fees depend on the assessed scope; outcomes are not guaranteed.
Explore the service and discuss your project