01

Measure your real response latency.

15 min

Pull 500 random inquiries from the last 30 days. For each one, compute the delta between lead-created timestamp and first outbound human touch timestamp — not “assigned to rep”, not “opened in CRM”. Actual call placed or message sent.

What you’re looking for

  • Median latency — half your leads are worse than this number
  • p90 latency — the tail that quietly loses the most revenue
  • % of leads with zero touches in 24 hours — the pure leakage number

Industry benchmarks

IndustryGood (p50)Typical (p50)Leakage signal
Automotive< 2 min35–50 min> 30 min
Real estate< 5 min2–6 hours> 2 hours
Insurance< 3 min20–40 min> 30 min
BFSI< 5 min1–3 hours> 1 hour
Field note

If your CRM doesn’t log the first-outbound-touch timestamp, that’s your first finding.

You can’t manage what you can’t measure. Before you chase the rest of the audit, fix the instrumentation — ideally via events, not rep-entered fields.

02

Map your channel coverage.

10 min

Draw a 5-column table: Phone · WhatsApp · Email · SMS · Web chat. For each one, answer three questions:

  1. What % of outbound attempts use this channel?
  2. What’s the connect-rate (someone responded) on this channel?
  3. What’s your max attempts policy before you give up?

Most teams discover two things: (a) 85% of their outbound is phone calls — when 62% of buyers prefer WhatsApp or email for first contact; and (b) “give up” happens after 3 attempts over 5 days, when buyers typically take 8–12 touches over 18 days to convert.

Warning sign

If a single channel handles > 70% of outbound, you’re leaking the rest.

Buyers self-segment by channel. Covering only phone means you can only convert phone-preferred buyers — typically 30–40% of the modern funnel.

03

Inspect your after-hours window.

15 min

Histogram your inquiries by hour-of-day over the last 30 days. Overlay your human team’s actual active hours. The gap between those two curves is your after-hours leakage zone.

What to calculate

  • % of inquiries that arrive outside your support/sales working hours
  • Conversion rate for those inquiries vs. in-hours ones (usually 30–50% lower)
  • Estimated lost revenue = (out-of-hours inquiries) × (in-hours conv rate − out-of-hours conv rate) × (avg deal value)

For most B2C funnels, after-hours inquiries are 28–42% of total volume — and convert at roughly half the rate of in-hours ones. That’s usually the largest single number in the audit.

04

Score your qualification quality.

20 min

Pull 50 random “qualified” leads from the last 30 days. For each, answer: did the rep actually capture intent, timeline, budget and channel preference — or did they mark it qualified because someone picked up the phone?

Scoring rubric

  • Gold — 4 of 4 fields captured, with specifics (not “yes, interested”)
  • Silver — 2–3 fields, usable
  • Tin — 0–1 fields, effectively just a “connected” event dressed up

Typical result: 18% gold, 34% silver, 48% tin. Your “48% tin” is why your closers are complaining about lead quality — and they’re right. But the root cause isn’t the lead source; it’s the qualification step.

05

Audit the hand-off friction.

15 min

Shadow one qualified-to-closer hand-off end-to-end. Start at the moment a lead is marked qualified. Stop when the closer places the first substantive call.

Count

  • Tools touched (CRM, spreadsheet, WhatsApp, email, phone system…)
  • Fields re-entered between systems
  • Elapsed wall-clock time
  • Context lost (notes, recordings, prior conversation transcripts)

If the hand-off takes more than 90 seconds of rep-time and involves more than 2 tools, you have hand-off friction that’s eroding conversion. Most enterprises we audit come in at 4–7 minutes per hand-off, across 3–5 tools.

06

Model the dollar delta.

15 min

You now have five leakage sources quantified. Convert each into dollars using the same formula:

Formula

Lost revenue = (# leaking leads) × (avg deal value) × (realistic conversion uplift %).

Realistic uplift: 20–40% for response latency, 15–25% for after-hours coverage, 10–20% for qualification depth, 8–15% for hand-off friction.

Add the five numbers. That’s your annualized leakage — the money currently on the floor. Most mid-market funnels audit in at 18–35% of pipeline. Enterprise funnels: 12–22%. If you’re running > $10M in pipeline, the dollars get uncomfortable fast.

What next

Bring the number to your next QBR.

Don’t bring a vendor pitch. Bring the leakage number. The conversation about what to do about it becomes obvious once the number is on the table.