Source mix matters
A shared aggregator lead, branded search appointment, and neighborhood referral should not be assumed to behave the same way.

Match roof-replacement and repair appointments to the eligible sales rep with the strongest predicted fit—without replacing the CRM or buying more leads.
When each inspection can represent significant booked revenue, the rep-prospect pairing is worth measuring.
Use roofing sales assignment software to rank eligible reps for each appointment using lead source, project, market, prospect, and agent performance context.
Roofing appointments arrive from referrals, aggregators, paid search, canvassing, storm activity, insurance relationships, and repeat customers. Those channels create different prospect expectations and sales conditions.
Reps also differ across financing conversations, insurance complexity, homeowner profiles, project types, and markets. Lithium Six tests whether those differences are stable enough to improve assignment while preserving territory, availability, and capacity rules.
A shared aggregator lead, branded search appointment, and neighborhood referral should not be assumed to behave the same way.
Retail replacement, storm restoration, repair, and commercial opportunities place different demands on the sales conversation.
Storm cycles, pricing, staffing, competition, and rep development can change who is strongest in a segment.
Useful context should be available before the inspection is assigned.
Recommendations should operate inside the rules of the roofing business.
| Measurement | Why it matters for Roofing | How to use it |
|---|---|---|
| Closed appointment win rate | Core conversion outcome after consistent maturity rules | Compare current, baseline, and recommended-assignment cohorts |
| Revenue per appointment | Captures both conversion and deal value | Monitor booked revenue with and without alignment |
| Source-by-agent performance | Reveals heterogeneous fit | Use smoothed estimates and model validation |
| Recommendation alignment | Shows whether teams use guidance | Segment realized outcomes by adoption |
Connect lead source, inspection date, assigned rep, address, project context, and mature outcome to a consistent appointment-level record.
Measure whether agent performance changes across lead sources, project types, homeowner contexts, and service areas rather than relying on one global close rate.
Estimate the opportunity while respecting eligibility, availability, territory, and realistic workload limits.
Return a ranked list of eligible agents where the team already makes the assignment decision.
Isotope Labs provides a complimentary CRM integration and historical evaluation before recommending a live rollout. You receive the evidence, limitations, operating requirements, and a clear next step.
No. Lithium Six works as an assignment intelligence layer. The CRM remains the system of record while Lithium Six evaluates the eligible agent options for an appointment.
The answer depends on appointment volume, outcome quality, team size, and how often agents appear across different prospect types. Isotope Labs begins with a complimentary data-readiness and historical fit review.
Yes. Recommendations can be limited to agents who meet the client's eligibility, availability, territory, licensing, and other operating rules.
That is the objective: make a better assignment decision with the appointments already being generated. The historical evaluation determines whether the client's data supports a credible opportunity before rollout.
Continue with practical guidance, evaluation criteria, and next steps.
CalculatorContinue with practical guidance, evaluation criteria, and next steps.
Data guideContinue with practical guidance, evaluation criteria, and next steps.
Share a representative CRM export or connect your data. Isotope Labs will evaluate data readiness, agent-performance variation, and the potential value of model-guided assignment at no charge.