Smarter Lead Qualification with AI
Generating and qualifying leads is a pain point many brands face. Outsourcing to third-party agencies often adds complexity and inconsistency. The need to unify and automate lead qualification is clearer than ever.
VocalLabs offers multi-lingual, voice- and chat-based Virtual Assistants for end-to-end lead qualification and management.
- 01Outbound call campaigns to potential customers for credit cards, loans, deposits, etc.
- 02Describe product features and benefits in natural language
- 03Gather insights on interest levels to identify quality leads
- 04Post-purchase walkthroughs and seamless transfer to onboarding
What the funnel costs you, band by band
The same four bands, drawn to scale. Each band's width is the share of the original cohort still in play when that stage ends, so the taper you see is the drop-off itself. Figures below are a representative month on a consumer-lending campaign.
- 01
Raw inbound
10,000100%Every form fill, missed call, ad click and WhatsApp ping lands in one queue.
Dwell 0sEntry cohort
- 02
Reached
8,60086%Dialled back within seconds. Three retries across the day on a no-answer.
Dwell 19sDrop-off −14 pts
- 03
Qualified
4,10041%Budget, authority, need and timeline captured and scored on the call.
Dwell 3m 12sDrop-off −45 pts
- 04
Sales-ready
1,70017%Warm-transferred live, or booked into a named rep’s calendar.
Dwell 4m 40sDrop-off −24 pts
The five-minute rule, in one column
91%
Contact rate when the callback lands inside a minute
Intent decays faster than any staffing model can keep up with. A lead who filled your form is, at that moment, also filling three competitors' forms. The assistant dials while the tab is still open — no queue, no shift pattern, no “first thing tomorrow”.
Measured across VocalLabs consumer-finance campaigns; a contact is a lead who answered and stayed on past the opening line.
| Callback delay | Contact rate | |
|---|---|---|
| Under 1 min | 91% | |
| 1 – 5 min | 78% | |
| 5 – 30 min | 46% | |
| 30 – 60 min | 27% | |
| Next day | 9% |
Four criteria, asked the way a person would
Nothing is read off a form. The assistant works the four qualification criteria into the conversation, in any order the lead leads it to, and writes each answer into a structured CRM field before the call ends.
Budget
“Roughly what ticket size are you working with — under five lakh, or above?”
loan_amount_band · own_contribution · existing_emi
Authority
“Will the application be in your name, or jointly with someone?”
decision_role · co_applicant · company_designation
Need
“What is the loan for — a property, a vehicle, or working capital?”
product_intent · use_case · competing_offer
Timeline
“Are you looking to close this month, or is it a few months out?”
close_window · urgency_score · callback_slot
One call, from form fill to warm transfer
- 00:00SYSTEMWeb form submitted — home loan, Pune. Dialled 11 seconds later.
- 00:00AGENTHi, am I speaking with Ritika? This is Ira from Meridian Finance — you just enquired about a home loan on our site. Is now an alright moment?
- 00:07LEADOh — yes, that was just now. Go ahead.
- 00:10AGENTThank you. Two or three quick questions so I put you with the right person. What is the property value you are looking at?
- 00:18LEADAround 82 lakh. We have about 20 saved up for the down payment.
- 00:26AGENTUnderstood — so roughly 62 lakh of financing. Will the application be in your name alone, or jointly?
- 00:33LEADJointly, with my husband. We both work.
- 00:38AGENTThat usually helps the eligibility. And the timeline — have you registered the property, or is that still ahead?
- 00:46LEADWe have paid the token. Registration is in about three weeks, so we need the sanction before that.
- 00:52SYSTEMScore 87 / 100 — budget ✓ authority ✓ need ✓ timeline ✓. Above transfer threshold (70). Routing to Home Loans · Pune West.
- 00:54AGENTThree weeks is workable. I have Anand from our Pune home-loans desk free right now — let me bring him on so you are not repeating any of this. One moment.
- 01:09REPRitika? Anand here. I have your 62 lakh joint application and the three-week registration date in front of me — let us start with the income documents.
An illustrative transcript. Names and figures are fictional; the turn structure, scoring event and transfer handoff match a live consumer-lending deployment.
Every source lands in the same queue
- 01
Web form
A webhook on your form fires the call before the thank-you page finishes rendering.
Median 11s from submit to ring
- 02
Missed call
Every abandoned or after-hours call is dialled back with the caller’s own context restored.
Includes IVR drop-offs
- 03
Ad click / landing page
Meta and Google lead forms stream in; campaign and creative IDs ride along to the CRM.
utm_* preserved end to end
- 04
WhatsApp & SMS
An inbound message opens a chat thread, and the bot offers a voice call when the lead is warm.
Chat and voice share one memory
- 05
Marketplace & aggregator feeds
Bulk lead files from partners are de-duplicated against your CRM before a single dial goes out.
CSV, SFTP or API drop
- 06
Dormant CRM lists
Old “no response” and “not now” records are re-worked on a schedule to surface revived intent.
Re-qualification cadence
Where each score goes
The score is not a report you read on Monday — it is a routing decision taken before the call ends. Thresholds are yours to move, per campaign and per region.
| Band | Score | Action | Destination |
|---|---|---|---|
| Hot — all four criteria met | 80 – 100 | Warm transfer, live | Named rep’s softphone |
| Warm — timeline soft | 55 – 79 | Book a slot on the call | Calendar + task owner |
| Nurture — need clear, budget unclear | 30 – 54 | Drip sequence, recall in 14 days | Marketing automation |
| Cold — wrong product or region | 0 – 29 | Closed with a reason code | Reporting only |
| Do-not-call / opt-out | — | Suppressed immediately | Consent register |
Writes back to
- Salesforce
- HubSpot
- Zoho CRM
- LeadSquared
- Freshsales
- Microsoft Dynamics
- Pipedrive
- Webhook / REST
Fields are mapped once during onboarding. Transcript, recording, score, reason code and every captured attribute are written to the lead record mid-call — not batched overnight.
A manual desk, and the same desk with the assistant on it
| Measure | Manual desk | With VocalLabs |
|---|---|---|
| First-touch latency | 4 hrs 20 min, business hours only | Under 30 seconds, every hour |
| Leads actually called | 62% — the tail never gets dialled | 100%, with three retry attempts |
| Qualification consistency | Depends on who picked up the sheet | The same four criteria on every call |
| Rep time on unqualified leads | ≈ 21 hrs a week per rep | ≈ 4 hrs — the rest arrive pre-scored |
| Data reaching the CRM | Free-text notes, entered next morning | Structured fields, written mid-call |
| Coverage on nights & weekends | Queued until Monday | Answered in the lead’s own language |
