An intake metric does not predict retained clients or revenue merely because it appears earlier in the funnel. It becomes useful when the firm defines the unit, preserves the cohort, tests the relationship against later outcomes, and changes a decision based on what it learns.
That is why this draft uses connect rather than the supplied title’s stronger word, predict. A firm can build and validate a forecasting model. It should not call a contact rate or consultation count predictive before that work exists.
The practical goal is a scorecard that shows three things at once: work needing action now, movement through defined stages, and financial outcomes that mature later.
Start with a definition sheet
Write definitions before formulas.
Scroll sideways to review every column.Each row is shown as a labeled card.
| Term | Working definition | Keep separate from |
|---|---|---|
| Contact event | One call, form, chat, text, email, or other interaction | Distinct inquiry |
| Eligible distinct inquiry | One deduplicated request included under a stated rule | Every event or existing-client contact |
| Contacted inquiry | Human contact established under a stated standard | Attempt or automated acknowledgment |
| Preliminary qualified inquiry | Meets written operational fit criteria | Attorney-reviewed opportunity |
| Attorney-reviewed opportunity | Appropriate reviewer advanced it under firm procedure | Preliminary label |
| Consultation scheduled | Appropriate appointment booked | Consultation held |
| Signed agreement | Required agreement completed | Opened matter |
| Opened matter | Firm created and accepted active work | Signature alone |
| Expected fee value | Scenario or estimate with assumptions | Gross or collected fees |
| Gross fees | Fees recognized under the firm’s definition | Collected cash |
| Collected fees | Cash collected in the period/cohort | Contribution after costs |
| Contribution | Defined revenue less named variable/direct costs | Firm profit |
Version the sheet. If “qualified” changes in March, comparisons across February and April need that context.
Keep a reason code and a short source note for excluded inquiries too. A cluster of out-of-scope requests may expose stale positioning, a referral misunderstanding, or unmet demand. That is evidence to investigate, not a reason to redefine qualification after the fact.
Put live work above conversion rates
The first scorecard block should help today’s team. Show:
- eligible inquiries received today and this week;
- open records by stage and age;
- unassigned inquiries;
- overdue next actions;
- failed transfers or integration exceptions;
- records awaiting attorney review;
- scheduled consultations needing confirmation; and
- outcomes still unknown.
This block prevents an attractive monthly conversion rate from hiding current work that has no owner.
Build one nested cohort
Suppose a mature, hypothetical acquisition cohort contains:
- 100 eligible distinct inquiries;
- 70 contacted inquiries;
- 50 preliminary qualified inquiries;
- 30 held consultations; and
- 12 signed agreements.
The useful calculations are:
Scroll sideways to review every column.Each row is shown as a labeled card.
| Measure | Formula | Result |
|---|---|---|
| Contact rate | 70 ÷ 100 | 70% |
| Preliminary-fit rate among contacted | 50 ÷ 70 | 71.4% |
| Held-consultation rate among preliminary qualified | 30 ÷ 50 | 60% |
| Engagement rate from eligible inquiries | 12 ÷ 100 | 12% |
| Engagement rate from preliminary qualified | 12 ÷ 50 | 24% |
| Engagement rate from held consultations | 12 ÷ 30 | 40% |
The last three rates all use the same numerator and answer different questions. A report that says “40% conversion” without the denominator is incomplete.
If included acquisition cost for the cohort is $18,000, cost per signed agreement is $18,000 ÷ 12 = $1,500. State which costs are included. Do not call that cost per opened matter unless all twelve became opened matters under the firm’s definition.
Add the attorney-reviewed stage when it matters
The example above moves from preliminary qualified to held consultation because it is compact. Many firms need a separate attorney-reviewed opportunity stage. Add it rather than letting intake staff’s preliminary fit label stand in for a legal or merits decision.
Then diagnose movement with named denominators:
- attorney-reviewed opportunities ÷ preliminary qualified inquiries;
- consultations held ÷ attorney-reviewed opportunities;
- signed agreements ÷ consultations held; and
- opened matters ÷ signed agreements.
A lower rate is not automatically bad. A practice leader may tighten service boundaries or a team may document appropriate declines more accurately.
Show maturity and pending outcomes
Compare cohorts by acquisition period, not a mixture of newly received and old closed records. Add an “as of” date and a maturity view.

Scroll sideways to review every column.Each row is shown as a labeled card.
| Cohort | Eligible inquiries | Signed | Pending decision | Opened matters | Observation |
|---|---|---|---|---|---|
| January | 90 | 15 | 1 | 14 | Mostly mature |
| February | 105 | 13 | 9 | 10 | Still developing |
| March | 118 | 5 | 31 | 3 | Too immature for a fair engagement comparison |
These figures are hypothetical. They demonstrate why treating every pending March record as “lost” makes a recent cohort look worse and may trigger the wrong marketing decision.
Use a maturity rule appropriate to the practice and measure. Report the share still pending instead of silently filling unknown outcomes.
Keep acquisition and finance measures on their own clocks
Connect a matter back to its inquiry cohort, but preserve the meaning of each financial field:
- acquisition spend and included internal/vendor cost;
- expected fee value and its assumptions;
- gross fees under the finance definition;
- collected fees and collection date;
- matter-specific direct costs if used; and
- contribution under a named formula.
Contingency, flat-fee, hourly, and recurring practices recognize economics differently. The finance owner should define the measures. Intake should not be asked to invent revenue, and marketing should not substitute expected value for collected cash.
In a 2025 Juris Digital conversation with Leann Pickard, Pickard discussed transparency, cases, and cost per case as planning inputs after Casey asked about metrics. That supports the need to connect marketing decisions with case outcomes. It does not supply a universal benchmark or prove that one intake measure predicts revenue.
Use segments to make a metric actionable
A firm-wide rate can hide the decision. Segment only where the firm can act and the count supports interpretation:
- practice or service requested;
- office or approved market;
- channel and governed campaign;
- new versus repeat/referral context;
- staffed versus after-hours;
- supported language path;
- intake owner or team; and
- disposition reason.
Always show the count beside the rate. A 50% engagement rate from two inquiries is one signed agreement, not a stable benchmark.
Avoid slicing until each row becomes a story. Begin with a business question such as, “Are after-hours inquiries becoming ownerless?” or “Did the new estate-planning message change service-fit mix?”
Pair lagging outcomes with operating signals
Signed matters and collected fees arrive late. Earlier signals can help manage work without being relabeled as predictions:
Scroll sideways to review every column.Each row is shown as a labeled card.
| Decision | Early operating signal | Later outcome |
|---|---|---|
| Add coverage | Unassigned and overdue work by hour | Contact and appropriate-consultation outcomes |
| Repair attorney review | Age and volume in review queue | Review decisions and held consultations |
| Change campaign message | Reviewed service-mismatch reasons | Appropriate opportunities and signed matters |
| Improve scheduling | Time to appropriate offered slot, confirmation failures | Held consultations and engagements |
| Fix integration | Missing IDs and reconciliation differences | Complete cohort and financial reporting |
Validate a signal before relying on it for forecasts. Preserve what the firm predicted, the model version, the input data, and the eventual result. Evaluate error and calibration, not only examples that worked.
Do not create incentives that corrupt the measure
If staff are rewarded only for short calls, necessary conversations may be rushed. If marketing is rewarded only for eligible-inquiry volume, service mismatch can grow. If intake is rewarded only for signing rate, records may be excluded or unsuitable requests advanced.
Review quality and appropriateness alongside rates. Include accurate explanation, approved questions, escalation, documentation, and follow-through. Recognize a correct decline or referral as useful work when it follows the firm’s procedure.
A scorecard that ends in a decision
Use three panels:
- Now: ownerless, overdue, failed, and aging work.
- Cohorts: stage counts, rates with denominators, maturity, and pending outcomes.
- Economics: included acquisition cost, opened matters, expected and collected measures on their own definitions.
Then add a decision log:
Scroll sideways to review every column.Each row is shown as a labeled card.
| Finding | Evidence and limitation | Owner | Action | Review date |
|---|---|---|---|---|
| Review queue aging after 3 p.m. | 14 records across two weeks; one reviewer absent in week two | Practice operations | Test covering reviewer for two weeks | Sept. 30 |
The example is hypothetical. Its structure forces a report to identify uncertainty and an owner instead of presenting a red arrow without a next step.
If the definition sheet cannot be reconciled across marketing, intake, CRM, case, and finance records, bring it with one mature cohort, the open-work report, and three mismatched records to a JurisOS conversation. Juris Digital can help map the measurement problem and define a proposed scope. The engagement should specify data access, system work, roles, fees, and what can actually be measured; no metric by itself guarantees retained clients or revenue.