Connect your sales history
Isotope Labs organizes your appointments, representative assignments, and outcomes into a history we can evaluate, using information available before each assignment.
A stronger sales process can still send the wrong rep to the appointment.
Sales training develops skills, but assignment affects who gets each opportunity. Learn when to evaluate Lithium Six alongside coaching to improve conversion.
Sales performance guideUse your own evidence
Start with historical appointments, realistic eligibility rules, and outcomes that have had time to mature.
Your Opportunity
Why might sales training fail to improve conversion by itself?
Training addresses selling skills, but conversion also depends on qualification, follow-up, pricing, opportunity mix, and assignment. When reps already succeed with different types of opportunities, Lithium Six by Isotope Labs can help leaders evaluate a better match between demand and current sales strengths while training continues.
What matters most
- qualification quality
- source and opportunity mix
- representative specialization
- pricing and financing
- follow-up consistency
- assignment policy
Different problems need different interventions
A rep who struggles with discovery needs coaching. A team that receives poorly qualified appointments needs stronger qualification. A business that gives every opportunity to the next person in rotation may need to examine assignment.
These issues can coexist. Treating every weak result as a training problem can leave a valuable operational improvement unexplored.
Ask whether your team already has the strengths you need
Compare outcomes by representative and opportunity type, not just a company-wide average. Repeated differences across sources or project types can be a reason to investigate matching. Small samples and unequal lead mixes can also create misleading differences, so a leaderboard is not enough.
Lithium Six uses machine learning to evaluate opportunity-representative matches from your CRM history. Isotope Labs then reviews held-out performance and historical assignment scenarios before proposing live recommendations.
Change assignment while capability develops
The appeal is practical: assignment can use a strength a representative already has. It does not require every person to complete a behavior-change program before a different match can be made.
This is not a claim that software always outperforms training or that lift arrives on a fixed schedule. Your historical evaluation establishes whether assignment is worth pursuing, and your live sales cycle determines when results can be assessed.
Give your next performance initiative a measurable starting point
Before changing several processes at once, define the problem, the comparison period, the relevant sources, and the outcomes to track. Keep training and lead-generation changes visible so they do not get mistaken for assignment effects.
A complimentary Lithium Six fit review gives you a concrete place to start: your data, a historical evaluation, and a discussion of what a live rollout would require.
How to evaluate the result
| Measurement | Why it matters | How to use it |
|---|---|---|
| Recommendation usage | Measure adoption first, then compare sales outcomes with consistent periods and opportunity mixes. | Compare appointments that have had enough time to reach an outcome |
| Preferred-tier assignments | Measure adoption first, then compare sales outcomes with consistent periods and opportunity mixes. | Compare similar periods, lead sources, and assignment approaches |
| Mature win rate | Measure adoption first, then compare sales outcomes with consistent periods and opportunity mixes. | Compare appointments assigned to recommended representatives |
| Won revenue | Measure adoption first, then compare sales outcomes with consistent periods and opportunity mixes. | Review prediction accuracy alongside actual sales and revenue |
| Revenue per appointment | Measure adoption first, then compare sales outcomes with consistent periods and opportunity mixes. | Check for changes in lead mix and team performance before changing your approach |
From CRM history to a live, measurable decision
Test predictive accuracy
We test predictions against historical outcomes kept separate from model training to identify reliable matches between opportunities and sales representatives.
Backtest realistic assignments
We evaluate historical assignment scenarios that reflect representative eligibility, territories, availability, and workload limits.
Track adoption and sales results
See which recommendations your team uses and how those appointments perform, including close rate and revenue per appointment as outcomes become available.
Common questions
Why might sales training fail to improve conversion by itself?
Training addresses selling skills, but conversion also depends on qualification, follow-up, pricing, opportunity mix, and assignment. When reps already succeed with different types of opportunities, Lithium Six by Isotope Labs can help leaders evaluate a better match between demand and current sales strengths while training continues.
Is Lithium Six a replacement for sales training?
No. Lithium Six helps decide which eligible representative should receive an opportunity. Training improves how that representative sells. Both can contribute to performance.
What makes assignment worth investigating?
Multiple eligible representatives, usable historical outcomes, and evidence that different representatives succeed with different opportunity types make assignment worth evaluating. A backtest helps assess whether the patterns are useful.
Continue the evaluation
Sales performance guide
Improve the in-home sale from two directions: capability and fit.
Compare home-improvement sales training with appointment assignment across products, lead sources, financing, property context, consultant strengths, and speed to evidence.
Sales performance guideRoofing training strengthens the rep. Assignment optimization protects the inspection.
Compare roofing sales training with appointment assignment optimization across storm and retail work, financing, sources, rep strengths, and time to evidence.
Strategy guideIs your CRM data ready for assignment modeling?
Review the fields, definitions, and history needed for a credible evaluation.
Complimentary fit review
Discover where better sales assignment could improve your results.
Share a representative CRM export or connect your data. Isotope Labs will evaluate data readiness, representative-performance variation, and the potential value of model-guided assignment before a live rollout.
- CRM data-readiness review
- Historical model evaluation
- Backtesting that reflects your team and assignment rules
- Plain-language opportunity review