
How Bummer lifts order value 24% with 84% of support resolved by AI
Bummer's AI-built carts are 24% bigger than the site average, and 84% of conversations across Instagram, WhatsApp, and email are resolved by AI at a 4.6/5 CSAT.
+24%
higher order value on AI-built cartsAverage order value of carts Myra builds in chat, compared with the site-wide average for the same period.
84%
AI resolution rateCustomer conversations resolved end to end without a human handoff.
4.6/5
CSAT on AI-handled conversationsAverage post-conversation rating across conversations Myra resolved.
Challenge
Bummer's shoppers find the brand on Instagram and ask on WhatsApp, usually in the evening. The support team worked 10 to 6, Monday to Saturday, so most questions waited until morning. Carts stopped just short of gift tiers, sold-out sizes ended the conversation, and the team spent its day on tracking questions.
Solution
Myra, Bummer's AI sales and support specialist, answers on Instagram, WhatsApp, and email at any hour. She shows the full in-stock range in the shopper's size, builds the cart with sizes selected, nudges it past the next gift tier, and handles tracking, exchanges, and COD confirmations end to end.
Results
- Carts 24% bigger when Myra builds them.
- 84% of conversations resolved by AI, at a 4.6/5 CSAT.
- First replies in under 10 seconds, down from 14 hours.
- Zero support hires through 3x sale-week volume.
Bigger carts, built in the chat
When a cart is close to a free-gift tier, Myra says so, shows the sock and perfume options as images, and adds the chosen gift before sending the checkout link. Couples get a matching men's and women's set in both sizes in one cart. Carts Myra builds are 24% bigger than the site average, and 21% of shopping conversations become paid orders within seven days.
The nudge a good store associate would make, in every conversation, at the moment of decision.
The leak: shoppers ready to buy, with nobody there
Innerwear is a considered buy. Shoppers want to know the size, the fabric, and whether their print is in stock, and most of them ask in the evening. With support open 10 to 6, those questions waited until morning, and many shoppers bought elsewhere. The ones who did buy often stopped just short of a gift tier. Meanwhile the team spent most of its day answering “where is my order”.
One specialist on Instagram, WhatsApp, and email
Myra works Instagram DMs, WhatsApp, and email as one desk, with the same catalogue, offers, and order history behind every reply. A shopper can ask about a print on Instagram and check out on WhatsApp without repeating a thing.
- Instagram DMs now produce 1 in 3 of the carts Myra builds
- 41% of AI-driven orders come from conversations after 6 PM or on Sundays
- COD orders confirmed on WhatsApp and tagged for the warehouse to dispatch or hold
- English, Hindi, or Hinglish, matched to how the shopper writes
The right size, the first time
Myra checks stock at the size level and shows four or more prints and solids in the shopper's size, each with an image and its colour. She settles fit with Bummer's size charts before the order, so fewer orders come back as exchanges. When a size or style is sold out, she says so plainly and shows the closest in-stock picks, and 1 in 5 of those requests still ends in an order.
Support that runs itself
Myra reads the live courier scan rather than the storefront's status, so customers get the truth about their parcel the first time. She tracks exchanges through pickup to the replacement order in one reply. The cases that reach Bummer's team arrive with the order, the courier status, and the conversation attached, so people resolve instead of investigate.
- 84% of conversations resolved end to end by AI, at a 4.6/5 CSAT
- First replies in under 10 seconds, down from 14 hours
- Size-related exchanges down 18%
- Handling time per escalated case down 40%
- Zero support hires through 3x sale-week volume
Gift tiers, mentioned at the right moment
Myra tells shoppers when they are close to a free-gift tier, shows the options as images, and adds the gift before sending a cart with every size already selected. Couples get matching sets in both sizes in one cart. Carts Myra builds are 24% bigger than the site average.

Trunks & Hipster Set · Noir
Matching set · ₹699
Cart Built · Free Socks Added
Instagram to WhatsApp, without starting over
Myra works Instagram DMs, WhatsApp, and email with the same catalogue, offers, and order history behind every reply. A shopper can ask on Instagram and check out on WhatsApp without repeating a thing.
- Print question in DMs, cart sent back
- Same shopper finishes checkout on WhatsApp
- COD order confirmed, tagged for dispatch
- Order question closed by email
Sold out, still sold
Most shoppers ask in the evening, when the team is offline. Myra answers at any hour, and when a size or style is sold out she says so plainly and shows the closest in-stock picks. 1 in 5 sold-out requests still ends in an order.
Cart Built · Size M Selected
The courier's word, not the storefront's
When the storefront says fulfilled and the courier says a delivery attempt failed, Myra goes with the courier. Customers get the truth the first time, which is part of why 84% of conversations close without a person, at a 4.6/5 CSAT.
- Live scan read from the courier
- Storefront flag ignored when the two disagree
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