This tool builds a city-level driver recruitment plan for rideshare service. Enter your weekly on-road hours target and average driver hours — the calculator derives how many drivers you need, then works backward through the funnel to show how many leads to generate and what it will cost.
Run one plan per city or market. Select your state to auto-populate your actual pull-through rate for that market — the % of candidates who make it all the way from top of funnel to active driver, accounting for compliance failures and dropout. Each channel can be adjusted independently.
The tool separates two distinct cost decisions: your Day 1 launch cost (what it takes to recruit and activate your opening driver pool) and your ongoing steady-state cost (monthly backfill spend to replace drivers who churn). Both matter for the P&L — but they're different conversations with leadership.
How to use this calculator
1
Identify your plan — enter city / project name, select state (auto-sets pull-through rate), and set launch date.
2
Set hours target — enter weekly on-road hours and average hours per driver. Active drivers required is calculated automatically.
3
Configure channels — toggle paid channels on/off, set CPL, hire-through rate, driver mix %, and pull-through rate. Add referral and SP driver targets if applicable.
4
Set compliance costs — pre-filled from operational actuals (TrustLine, drug test, EPN, training). Update if negotiated terms change.
5
Read Day 1 results — funnel summary, CAC breakdown, and total program budget update live. Green = on budget. Amber = watch. Red = over.
6
Check ongoing costs — set monthly attrition rate to see steady-state backfill cost. Kept separate from Day 1 so leadership sees two distinct numbers.
7
Export — downloads a formatted Excel workbook with a summary sheet, channel breakdown, and a 12-week actuals tracker pre-populated for your scenario.
Executive Summary · Recruitment Plan
Sacramento — Base Case
Target launch: June 30, 2026 · Adjust inputs below to update
True Cost to Activate One Driver
—
recruitment + compliance costs
Active Drivers Required
—
active drivers on platform at launch
Total Program Budget
—
recruitment + compliance
Recruitment CAC
—
marketing + referral spend
Compliance Cost / Driver
—
TrustLine · BGC · drug test · EPN
Leads Required
—
paid pipeline needed
——
OpenCompliance costs borne by operator — confirm reimbursement terms in negotiations.
NoteRecruitment CAC and True CAC diverge as compliance costs scale with driver count. Both numbers matter.
1 Set Your Targets & Assumptions
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Hours Target → Driver Need
Total service hours needed per week across all drivers in this market at launch.
Expected average weekly hours per active driver. Lower this if most drivers work part-time shifts.
Active Drivers Required
—
enter hours above
Blended all-in cost to acquire one active driver. Pre-populated from CAC range above.
2 Direct Channels — Cost Per Lead (CPL)
You pay per lead generated. Each channel has its own hire-through rate and compliance fail rate — reflecting that cold paid leads fail TrustLine/BGC at higher rates than referred candidates.
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Paid Social — Meta / IG
CPL
40%
% of direct-channel active drivers to source here. All enabled direct channels should sum to 100%.
Benchmark $28–$35 · highest volume in suburban markets
17%
Benchmark: 15–20%
74%
CA rate: 74% · auto-set by state
Cold social leads — use state rate as baseline. Operational pull-through by state — set automatically when you select a state above.
G
Google Search & Display
CPL
30%
% of direct-channel active drivers to source here. High-intent candidates searching "driving jobs near me".
Benchmark $35–$50 · highest hire-through of paid channels
22%
Benchmark: 20–25%
74%
CA rate: 74% · auto-set by state
Conversion from top of funnel to active driver, accounting for compliance failures and dropout. Adjust per channel if lead quality differs.
In
Indeed & Job Boards
CPL
30%
% of direct-channel active drivers to source here. Highest application volume; screener questions pre-qualify before the lead is charged.
Conversion from top of funnel to active driver, accounting for compliance failures and dropout. Adjust down if Indeed lead quality is lower than other channels.
3 Indirect Channels — Per-Hire / Flat Fee
No CPL — you only pay when a driver activates. Each channel has its own compliance fail rate; referrals and SP placements typically fail at lower rates than cold paid leads since candidates arrive pre-qualified.
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Driver Referrals
Flat / Hire
Existing drivers refer candidates. Bonus paid only on activation — not on application. Highest trust path; fastest conversion. Builds self-reinforcing supply network. Note: referral drivers are also more likely to retain (internal benchmark, April 2026) — lower steady-state attrition cost.
Standard $150 bonus. Paid at activation milestone, not at application.
How many active drivers you plan to source this way. These reduce your paid channel requirement.
You pay the bonus only when a driver activates. All referred candidates enter the compliance funnel — operator bears the compliance cost regardless of outcome.
89%
Default: state rate + 15pp
Referred candidates arrive pre-briefed and self-selected — fewer TrustLine surprises and lower dropout than cold paid leads. Defaulted 15pp above state rate based on internal benchmarking (April 2026): referrals convert at ~2× the rate of cold paid leads. Adjust down if experience differs.
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SP / Partner Recruiting
Per-Driver Fee
Service Providers recruit candidates using their existing networks and hand off to the operator. SP paid a one-time fee per driver placed and activated. SPs are recruiting agents only — not operational intermediaries.
One-time fee paid to SP per driver who activates. Paid on activation, not on referral.
How many active drivers you expect SPs to source. Defaults to 0 — enable and dial in once SP agreements are confirmed.
SP fee paid only when a driver activates. All SP-sourced candidates enter the compliance funnel — operator bears the compliance cost regardless of outcome.
84%
Default: state rate + 10pp
SP candidates are pre-screened before handoff — compliance-aware sourcing leads to fewer TrustLine failures than cold paid leads. Defaulted 10pp above state rate (less uplift than referrals — no vouching relationship). Adjust based on SP quality.
4 Per-Driver Compliance Costs — Operator Bears These
These are mandatory, per-driver costs that sit on top of recruitment spend. They apply to every driver activated regardless of which recruitment channel sourced them. Pre-filled from the Project Charter and CA Strategy Briefing — update if negotiated terms change.
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TrustLine Fingerprinting
CDSS D.24-12-004 assigns ~$143/driver to the permit holder. Processing takes 3–6 weeks — start early.
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Drug Testing
Pre-service drug test. Required per operator compliance standard. Cost varies by vendor and market.
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DMV Employer Pull Notice
DMV EPN enrollment at $3/driver annually. Enables ongoing MVR monitoring.
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SafeRide Training
Per-driver training delivery cost. Excludes IP purchase/build (one-time program cost up to ~$100K). Estimate only — finalize once training model confirmed.
Total Compliance Cost per Driver
—
applied to every candidate entering the compliance funnel — pass or fail
× Candidates in Funnel
—
= Total Compliance Budget
—
% of Total Program Cost
—
5 Funnel Results
⚠ Paid channel mix doesn't sum to 100% — the model prorates automatically, but check your allocations.
Active Drivers Needed
—
active on platform at launch
Paid Leads Required
—
top-of-funnel for direct channels
Candidates in Funnel
—
enter compliance — pass or fail
Indirect Hires
—
ref + SP
True CAC
—
recruit + compliance per driver
Total Program Budget
—
recruitment + compliance — Day 1
Meta / IG
Google
Indeed
Driver Referrals
SP Recruiting
Fallout / no-convert
6 Channel Breakdown
Channel
Paid Mix %
Cost Basis
Leads In
Hire-Through
Candidates In
Pull-Through
Active Drivers
Recruit CAC
Compliance / Driver
True Cost / Driver
Total Spend
7 CAC & Cost Summary
Cost Summary — All-In
Recruitment CAC vs. True Cost to Activate
Recruitment CAC
—
marketing + referral only
True CAC (incl. compliance)
—
—
Direct Channel Spend
—
paid channels
Indirect Channel Spend
—
referrals + SP
Compliance Budget
—
TrustLine + drug + EPN + training
Total Program Budget
—
all drivers, all costs
Variance vs. Budget
—
recruitment target: —
8 Attrition & Steady-State Cost — Post-Launch
Separate from your launch plan. Once live, drivers churn and need to be continuously backfilled. This is a recurring operational cost — not part of your Day 1 CAC.
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Attrition Assumptions
10%
Expected range: 5–15%
% of active drivers who leave or become inactive each month. Applied to your active driver pool at launch.
Cost to recruit and activate one replacement driver. Defaults to your True CAC above — may be lower if referral network is active.
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Steady-State Cost (Monthly)
Drivers Lost per Month
—
at 10% attrition on — active drivers
Monthly Backfill Cost
—
drivers lost × backfill CAC
Annual Backfill Cost
—
monthly × 12
Note: This does not include the cost of service gaps while replacement drivers are being recruited and cleared. TrustLine processing alone takes 3–6 weeks.