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Floor CoachAI conversation QA & coaching for store associates
Interactive prototype

A coach in every associate's pocket

Priya Sharma sells appliances at the Indiranagar store. Walk through one working day: she records conversations on the floor, gets them scored against the store's best sellers, and practises what she fumbled before her next shift.

2:11
PS

Good afternoon, Priya

Mon, 19 Oct · Indiranagar, Bengaluru · BLR-014

74of 100
Today's coach score
Better than 68% of your store
▲ 6 vs your 7-day avg
11Conversations
4 · 36%Converted
₹24.6kAvg bill value
Fix this today

In 3 of your last 5 price objections you gave a discount before mentioning exchange offers or no-cost EMI.

Try: “Sir, online price sahi hai. Lekin purane AC pe ₹4,000 exchange aur 12 mahine no-cost EMI milega — effective price usse kam padega.”
Today's conversations
Review all
#3
3rd in your store this week
2.9 points behind Kavya · #41 in Bengaluru
View
RECORDING
02:47
Walk-in · Air conditioners · Hindi + English detected
Capture source
📱 Phone mic + 🎙️ Pocket mic Q-Mic 07Clear
Customer informed about recording
Category
Air conditionerRefrigeratorTelevisionWashing machineMobilesLaptops
Uploads on store Wi-Fi · AI breakdown ready in about 4 min

Split AC · 2:32 PM

Walk-in customer · 2 min 31 s · Hindi + English
58
score
Lost · went to check online price

Strong discovery and product pitch. The sale slipped at the price objection — you discounted ₹1,000 first and never asked for the close.

Skill breakdown
vs store top 10%
Key moments
Tap time to listen
RK
How Ramesh Kumar handles this
#1 in store · converts 41% of price objections
“Sir, online pe ₹43,900 hai, sahi baat hai. Par yahan aapke purane AC pe ₹4,000 exchange milega, installation aur stand free, aur 12 mahine no-cost EMI — ₹3,580 per month. Kal subah tak lag jayega. Aaj book kar dein?”
Transcript
Auto-transcribed · speaker separated

My coaching

Week 42
This week's plan
Built from 63 of your conversations
1 of 3 modules doneDue Sat, 24 Oct
Your 3 focus areas
✓
Discovering the real needAsked room size in 9 of 11 AC chats this week · 10 min
Done
34
“Online is cheaper” objectionLost 6 sales at this moment · 2 lessons + roleplay · 12 min
Next
41
Asking for the closeCustomer left without a next step in 5 chats · 8 min
Locked
Lesson 2 of 2 · Stack the offers
4 min

Before touching the price, stack what the customer gets only in store. Order matters:

  1. Agree the online price is real — don't argue it.
  2. Exchange value on the old unit (₹2,500–₹4,500 for ACs).
  3. No-cost EMI with the monthly figure, not the total.
  4. Free installation + stand (worth ~₹1,800 online).
  5. Then ask: “Aaj book kar dein?”
Score trend · last 8 weeks

Roleplay

Medium
SI
Suresh Iyer, 48 · AI customer
Wants a 1.5T inverter AC · has an online price open on his phone · polite but firm
Yeh 5-star wala achha hai. Lekin Amazon pe yahi ₹43,900 dikha raha hai. Aap ₹46,990 bol rahe ho?
Sir, online price sahi hai. Aapke ghar pe abhi koi purana AC hai?
✓ Good — you agreed instead of arguing, then moved to exchange
Haan, ek 8 saal purana window AC hai.
Toh uspe ₹4,000 exchange milega, installation aur stand free hai, aur 12 mahine no-cost EMI — sirf ₹3,580 mahina.
✓ Offers stacked in the right order · monthly figure used
Hmm, EMI ka processing fee kitna hai?
Tip: answer briefly, then ask for the booking
Live score 793:12

Leaderboard

Week 42 · 7-day avg
Store vs store
Indiranagar is #2 of 18 stores in Bengaluru · 0.8 pts behind Phoenix Marketcity

Programme overview

Week 42 · 12–18 Oct 2026 · 86 stores · 1,248 associates

Last 7 days All regions ▾ All categories ▾
Conversations analysed51,380▲ 4.2% vs last week
Avg coach score71.6▲ 9.8 since launch (61.8)
Walk-in conversion25.8%▲ 1.9 pp vs holdout
Avg bill value₹24,180▲ 3.4% vs holdout
Training completion87%559 of 642 associates
Capture coverage78%of billed walk-ins recorded

Conversion: coached vs holdout stores

44 coached stores vs 42 matched holdout stores · weekly walk-in conversion

CoachedHoldout

Needs attention

Auto-flagged this week

Andheri West, Mumbai (MUM-019)Score down 6.1 pts in 2 weeks · 4 associates below 50 · conversion now under its holdout pair
Lulu Mall, Kochi (KOC-003)Capture coverage 52% · 3 pocket mics not charged on Fri and Sat
37 associates behind on trainingMostly Hyderabad and Pune · nudges sent Thursday
14 conversations flagged for reviewPossible mis-stated warranty or EMI terms
Kavya Shetty jumped +11.4 ptsFinished all 3 modules + 9 roleplays · worth a shout-out

Skill heatmap by city

Average score per skill · coached associates

Where sales are lost

Share of lost conversations by moment of loss

Store league table

Coached stores · Δ is conversion vs each store's matched holdout pair

All 86 stores →
DesignMatched-store holdout
Coached / holdout44 stores / 42 stores
Matched onCity, format, footfall, 12-wk sales
Running8 weeks · since 24 Aug

Net sales per store per day

Indexed to the 4-week pre-launch baseline (= 100)

CoachedHoldout

Attributable lift

Difference-in-differences, adjusted for seasonality (Navratri/Dussehra in both groups)

+8.7%
net sales per store per day
−5%095% CI 6.1% – 11.2%+20%
Incremental sales, 8 wks
₹6.6 Cr
Per coached associate / day
₹1,850

Outcome metrics

Last 4 weeks, coached vs holdout, change vs each group's own baseline

Associates

642 coached · sorted by 7-day score · trend is last 8 weeks

Search name or ID

Conversation QA

Today · click a row to review · flagged rows need a manager look

Flagged only ▾

Priya Sharma · Split AC

BLR-014 · 2:32 PM · 2 min 31 s

58
Modules assigned1,9263 per associate · week 42
Completed1,51278.5% · ▲ 6 pp
Roleplay sessions2,9144.5 per associate
Avg roleplay score74.2▲ 3.9 vs week 41
Median time / week31 minmostly before shift
Skill gain after module+7.3pts, 2 weeks later

Biggest weak spot per associate

Drives what goes into each person's weekly plan

Skill scores: launch vs now

Coached associates, avg score

Wk 34Wk 42

Roleplay scenarios this week

Generated from real lost conversations in your stores

Stores live8644 coached · 42 holdout (recorded, no feedback)
Associate phone app1,248all associates
Pocket mics41231 stores
Ceiling mic zones9612 large-format stores
CCTV audio feeds589 stores
Consent signage86 / 86audited 10 Oct

Stores & capture setup

Coverage = share of billed walk-ins with a matched recorded conversation