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01 / Executive Summary

When 80% of EV Enquiries Disappear Before a Test Drive

A growing electric vehicle OEM receiving 9,200+ monthly website and aggregator enquiries across 68 showrooms was converting only 20% to test drive bookings. The OEM's showroom sales advisors were calling back enquiries manually - often 7+ hours later. ByteVox Convert was deployed to intercept these enquiries within 4 minutes and complete test drive scheduling in a single AI conversation.

Engagement Profile

ClientDomestic EV Manufacturer
Showrooms in Scope68 across 22 cities
Monthly Enquiry Volume~9,200 (website + CarDekho + 99acres)
Deployment PeriodDecember 2025 - February 2026
LanguagesHindi, English, Tamil, Telugu, Gujarati, Marathi
IntegrationDealer DMS + Salesforce + CarDekho API

Outcomes vs. Targets

Test Drive Booking Rate20% → 67% (target: 45%)
First Contact Speed6.8 hrs → 4 minutes
Test Drive Show-Up Rate58% → 82%
Booking-to-Purchase Rate22% → 34%
Retail Revenue Influenced₹214 Crore (90 days)
ROI8.7× on platform investment
02 / The Challenge

EV Buyers Research Fast and Decide Faster

EV buyers are digitally native, cross-channel researchers who form opinions quickly. A 7-hour callback window is not a sales problem - it is a structural incompatibility with the buyer's decision timeline.

6.8-Hour Average Lead Response

Showroom sales advisors averaged a 6.8-hour callback lag. EV buyer research windows are typically 90–120 minutes - the period during which a competitor's call or a sharper website experience could permanently redirect purchase intent.

Lead decision window: 90–120 minutes

20% Test Drive Booking Rate

Only 1 in 5 enquiries converted to a scheduled test drive. Industry leaders achieve 45–60% on comparable EV lead quality. The gap was purely attributable to response speed and language capability, not product or pricing.

Industry EV test drive benchmark: 45–60%

58% Test Drive No-Show

Of the 20% who booked, 42% actually showed up for their test drive - giving an effective test drive rate of 8.4% on all enquiries. No structured pre-test-drive reminder or preparation sequence existed.

Effective test drive rate: 8.4% of enquiries

No Language Match for Regional Buyers

Tamil, Telugu, and Gujarati-speaking buyers - representing 38% of enquiries - received callbacks exclusively in Hindi or English. These cohorts showed 71% lower test drive booking rates than metro Hindi/English buyers.

Regional buyer booking rate: 71% below average

Spec Questions Blocking Booking

46% of enquiry follow-up calls ended without a booking because prospects had product specification questions (range, charging time, variant comparison) that the sales advisor either could not answer quickly or transferred to technical staff - breaking the booking momentum.

46% of calls blocked by unanswered spec questions

No Post-Test-Drive Follow-Up

No structured follow-up existed for buyers who completed a test drive but did not book on the same day. Research shows 64% of EV buyers take 3–5 days to decide post-test-drive. Zero nurture capability meant this entire segment was lost.

Post-test-drive conversion: 0% systematic nurture
03 / Solution

ByteVox Convert: Enquiry-to-Booking in 4 Minutes

01

4-Min Enquiry Intercept

All enquiry sources trigger ByteVox within 4 minutes. 24/7 including weekends. Lead data pre-loaded.

02

Language + Spec AI Call

6-language agent calls. Handles top-20 spec questions (range, charging, variants) from built-in product knowledge. Reduces spec-block by 91%.

03

Test Drive Booking

Prospect offered 3 showroom slots. Booking confirmed during call. Calendar invite + pre-drive route map sent via WhatsApp instantly.

04

Day-Of Reminders

T-24hr and T-2hr voice reminders. T-2hr reminder also sends nearby charging station guide - personalised to prospect's home address.

05

Post-Drive Nurture

3-day, 7-day follow-up sequence for non-converting test drivers. AI captures objections and routes hot leads to sales advisor with full context.

04 / Implementation - December 2025 to February 2026
PHASE 01
December 2025

Pilot: 20 Showrooms

DMS integration and 6-language build with full product spec knowledge base. 20 metro showrooms piloted. Test drive booking rate: 58% in first 3 weeks vs. 20% manual. Show-up rate: 74% with voice reminders vs. 58% control. Spec-block rate on AI calls: 5% vs. 46% manual.

PHASE 02
January 2026

Scale: 50 Showrooms, Regional Languages

Rollout to 50 showrooms. Tamil, Telugu, and Gujarati agents deployed - regional booking rates rose from 6% to 59% in the first month. Post-test-drive nurture sequence launched for December test drivers: 18% of non-purchasing test drivers converted within 7 days of nurture follow-up.

PHASE 03
February 2026

Full Network: 68 Showrooms

All 68 showrooms live. Charging station guide added to pre-test-drive WhatsApp. End-of-quarter booking rate: 67%. Show-up rate: 82%. Booking-to-purchase rate rose from 22% to 34% - partially attributable to better pre-qualified leads arriving for test drives.

05 / Results

EV Sales Velocity Fundamentally Changed

+235% improvement
67%
Test Drive Booking Rate
Baseline: 20%
-99% reduction
4 min
Time to First Enquiry Contact
Baseline: 6.8 hours
+41% improvement
82%
Test Drive Show-Up Rate
Baseline: 58%
8.7x ROI
₹214Cr
Retail Revenue Influenced
90-day period

Test Drive Booking Rate - Monthly (Oct 2025 – Feb 2026)

Enquiry-to-test-drive booking rate (%) - showing ByteVox impact from December 2025

Booking Rate by City Tier

Test drive booking rate (%) by showroom city tier - Feb 2026

Regional Language Impact on Booking

Test drive booking rate (%) before vs. after ByteVox - by buyer language

Post-Test-Drive Conversion Funnel

% of test drive completers at each funnel stage - February 2026
"Our EV buyers were doing 90 minutes of research and expecting us to call back in 90 minutes. We were calling back in 7 hours. ByteVox Convert fixed that mismatch, and our sales numbers showed it within 3 weeks."
- VP Retail Sales, Electric Vehicle Manufacturer (name withheld)
06 / ROI

₹214 Cr Retail Revenue on SaaS / Subscription Based Platform Investment

Financial Summary - 90 Days
Platform investment (ByteVox Convert)SaaS / Subscription Based
Sales advisor time recovered₹38 L
Retail revenue influenced (₹214 Cr × 2.4% margin)₹5.1 Cr
Post-test-drive conversions (nurture)₹1.2 Cr
Return on Platform Investment8.7x
27,600+
EV enquiries handled by AI (90 days)
18%
Post-test-drive nurture conversion rate (non-buyers)
5%
Spec-block rate on AI calls (from 46% manual)
07 / Key Findings

What EV Manufacturers and Dealers Should Know

FINDING 01

EV Buyers Are the Most Speed-Sensitive Automotive Segment

Enquiries contacted within 5 minutes had a 71% test drive booking rate. Enquiries contacted after 2 hours had a 28% booking rate. The decay was steeper than any other automotive segment in ByteVox's dataset - reflecting the digitally native, research-intensive EV buyer journey where intent is formed and can be lost very quickly.

FINDING 02

Spec Knowledge in the AI Eliminates the Largest Conversion Blocker

46% of manual advisor calls ended without a booking because of unanswered technical questions. ByteVox's built-in product knowledge base resolved 95% of spec questions in-call - without any transfer or hold. This alone accounts for a 24-percentage-point improvement in booking conversion.

FINDING 03

Regional Language Access Unlocks a New Buyer Segment

Tamil, Telugu, and Gujarati buyers went from a combined 6% booking rate to 59% average - not because the product changed, but because they were contacted in their language within 4 minutes. These buyers have higher average vehicle configuration values than metro buyers, making this segment commercially disproportionate in impact.

FINDING 04

Post-Test-Drive Nurture Is the Most Underused Revenue Lever in Auto Sales

18% of non-purchasing test drivers converted within 7 days of receiving a structured follow-up sequence. No OEM in ByteVox's automotive sector deployments had a systematic post-test-drive nurture process before implementation. This conversion cohort had zero cost of acquisition - the marketing investment was already sunk.

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