Loop Voice Ecommerce Benchmark, September 2026
How AI phone calls and texts perform across ecommerce use cases: who picks up, who converts, and how much of that revenue would not have happened without the contact.
18,361 shoppers contacted61,389 calls8,459 shoppers texted7 online stores2 of 5 use cases liveSep 1 to 30, 2026About 98% of calls to US numbers
Key numbers
- Answer rate
- 15.9%of shoppers called picked up at least once95% CI 15.4 to 16.4 · n 18,361
- Call conversion
- 10.2%of shoppers who picked up converted with the call as last touch (5 days)95% CI 9.1 to 11.5 · n 2,474
- SMS click rate
- 5.3%of shoppers who got a text with a link opened it95% CI 4.8 to 5.8 · n 8,459
- SMS conversion
- 8.1%of shoppers texted converted with a text as the credited touch, no answered call (5 days)95% CI 7.5 to 8.7 · n 8,459
- Contacted conversion
- 8.7%of shoppers we reached hit the goal within 5 days of first contact; not the lift95% CI 8.3 to 9.1 · n 18,361
- LiftEstimate
- +2.8 ptsvs 6.2% for enrolled shoppers we never reached, same 6 stores; not a randomized holdout95% CI 1.9 to 3.7 pts
- Incremental revenueEstimate
- $35K153 extra conversions estimated against shoppers we never reached; $1.99 per call
- Opt-out rate
- 9.5%of answered calls asked not to be called again95% CI 8.4 to 10.7 · n 2,474
Findings
Each finding is one sentence with its number, written to be quoted as it stands.
- 01
Against enrolled shoppers the flows never reached in the same stores, AI calls and texts added an estimated +2.8 points of 5-day conversion (95% CI 1.9 to 3.7), about $35K in incremental revenue. An estimate, not a randomized holdout.
Use casesn 18,361 contacted, 52,072 not reached, 6 stores - 02
Abandoned checkout generated $11.76 of incremental revenue per shopper contacted.
Use casesn 14,036 shoppers contacted - 03
Texts were the credited touch on 78.6% of attributed conversions and answered calls on 21.4% (an answered call in the window takes the credit).
Use casesn 660 attributed conversions - 04
Checkouts abandoned after calling hours and called the next day converted at 6.5%, more than daytime checkouts that waited 1 to 4 hours for a first call (4.7%).
Speed to calln 3,973 and 793 shoppers - 05
A plain dedicated number was answered 7.3% of the time, a local-presence Super Number 5.3%.
Caller IDn 63,273 calls - 06
Answer rates ranged from 2.1% in Montana to 12.7% in New Hampshire.
Statesn 60,621 US calls
Use cases
Two of the five use cases ran this month. Abandoned checkout is the largest by volume and converts best: 13.7% of the 14,036 shoppers contacted ordered within 5 days. No store runs a randomized holdout yet, so lift is estimated against enrolled shoppers the flows never reached in the same stores.
Results by use case
Call and SMS conversion credit each sale to its last touch within 5 days: an answered call or a click on a Loop Voice text. Lift is estimated against enrolled shoppers the flows never reached.
| Use case | Shoppers contacted | Answer rate | Call conversion | SMS click rate | SMS conversion | Contacted conversion | Lift (estimated) | Incremental revenue (estimated) | Per shopper contacted | Avg order value |
|---|---|---|---|---|---|---|---|---|---|---|
| Abandoned checkoutShoppers who started checkout and leftGoal: Order placed | 14,036 | 16.5% | 15.1% | not tracked | 13.9% | 13.7% | +5.7 pts4.4 to 6.9 | $44K | $11.76 | $234 |
| Post-purchase upsellCustomers after an orderGoal: Add-on accepted | 4,325 | 15.0% | 1.3% | 5.3% | 1.5% | 1.5% | +0.3 pts−0.6 to 1.3 | $1K | $0.41 | $176 |
| All use cases | 18,361 | 15.9% | 10.2% | 5.3% | 8.1% | 8.7% | +2.8 pts1.9 to 3.7 | $35K | $5.64 | $230 |
Abandoned checkout
Shoppers who started checkout and left
Goal: Order placed
Post-purchase upsell
Customers after an order
Goal: Add-on accepted
All use cases
Win-back not live
Customers with no order in 90+ days
No win-back enrolments this month.
Failed payment not live
Customers whose charge or renewal failed
Failed-payment events are not connected from store platforms yet, so no flow enrols these shoppers.
Subscription check-in not live
Subscribers before their next shipment
Subscription events (upcoming shipment, skip, cancel) are not connected yet, so no flow enrols these shoppers.
Estimated lift by use case
Contacted shoppers against enrolled shoppers the flows never reached, store by store. Whiskers show 95% intervals. Not a randomized holdout.
Show the numbers
| Use case | Lift | 95% CI | Comparison rate | Comparison n |
|---|---|---|---|---|
| Abandoned checkout | +5.7 pts | 4.4 to 6.9 pts | 7.9% | 49,491 |
| Post-purchase upsell | +0.3 pts | −0.6 to 1.3 pts | 1.5% | 1,715 |
Who closed the sale
Share of attributed conversions credited to each channel by last click within 5 days. Sales with no touch in the window are left out here but still count in conversion and lift.
Show the numbers
| Use case | Call | Text | Call share | Text share | Attributed |
|---|---|---|---|---|---|
| All use cases | 141 | 519 | 21.4% | 78.6% | 660 |
| Abandoned checkout | 135 | 474 | 22.2% | 77.8% | 609 |
| Post-purchase upsell | 6 | 45 | 11.8% | 88.2% | 51 |
Speed to call
The clock counts calling-hours minutes only (8 am to 9 pm in the shopper's time zone), so a checkout abandoned at 11 pm and called at 8:04 am counts as 4 minutes. 72% of checkouts were abandoned during calling hours and got a first call a median 31 minutes later; the rest get their own bar.
Abandoned checkout: answer rate and 5-day order rate, by calling-hours wait before the first call
Abandoned during calling hours: 72%
median 31 minutes to the first call
Abandoned after hours: 28%
first call a median 13 hours later on the clock
Under 5 minutesn 165
5 to 15 minutesn 4,486
15 to 60 minutesn 1,322
1 to 4 hoursn 793
Abandoned after hours, called the next dayn 3,973
Post-purchase upsells and failed payments are also called within minutes; win-backs and subscription check-ins are scheduled, so speed does not apply to them.
Show the numbers
| Wait | n | Answered | 95% CI | Ordered within 5 days | 95% CI |
|---|---|---|---|---|---|
| Under 5 minutes | 165 | n<200 | n/a | n<200 | n/a |
| 5 to 15 minutes | 4,486 | 20.5% | 19.3 to 21.7 | 22.9% | 21.7 to 24.2 |
| 15 to 60 minutes | 1,322 | 9.3% | 7.9 to 11.0 | 4.1% | 3.2 to 5.3 |
| 1 to 4 hours | 793 | 15.2% | 12.9 to 17.9 | 4.7% | 3.4 to 6.4 |
| Abandoned after hours, called the next day | 3,973 | 15.0% | 13.9 to 16.1 | 6.5% | 5.8 to 7.3 |
When shoppers pick up
Thursday at 1 pm was the best hour of the month, with 13.6% of calls answered. On weekdays, calls placed between 5 pm and 9 pm were answered more often than calls between 8 am and noon (7.0% against 5.4%).
Answer rate per call, by hour and weekday
Shopper's local time. The outlined cell is the best hour of the month.
Show the numbers
| Day | Hour | Calls | Answer rate per call | 95% CI |
|---|---|---|---|---|
| Monday | 8 am | 574 | 6.6% | 4.8 to 8.9 |
| Monday | 9 am | 623 | 3.2% | 2.1 to 4.9 |
| Monday | 10 am | 525 | 6.5% | 4.7 to 8.9 |
| Monday | 11 am | 424 | 5.9% | 4.0 to 8.6 |
| Monday | 12 pm | 324 | 7.3% | 4.9 to 10.7 |
| Monday | 1 pm | 543 | 5.4% | 3.8 to 7.6 |
| Monday | 2 pm | 509 | 6.6% | 4.8 to 9.1 |
| Monday | 3 pm | 352 | 9.4% | 6.8 to 12.9 |
| Monday | 4 pm | 239 | 7.8% | 5.0 to 11.9 |
| Monday | 5 pm | 284 | 7.9% | 5.3 to 11.6 |
| Monday | 6 pm | 180 | n<200 | n/a |
| Monday | 7 pm | 368 | 7.2% | 5.0 to 10.3 |
| Monday | 8 pm | 248 | 5.7% | 3.4 to 9.3 |
| Tuesday | 8 am | 979 | 4.6% | 3.5 to 6.1 |
| Tuesday | 9 am | 1,370 | 3.3% | 2.5 to 4.4 |
| Tuesday | 10 am | 1,648 | 3.9% | 3.1 to 4.9 |
| Tuesday | 11 am | 1,469 | 3.2% | 2.4 to 4.2 |
| Tuesday | 12 pm | 936 | 7.8% | 6.2 to 9.7 |
| Tuesday | 1 pm | 767 | 5.9% | 4.4 to 7.8 |
| Tuesday | 2 pm | 1,151 | 6.3% | 5.0 to 7.9 |
| Tuesday | 3 pm | 1,252 | 6.9% | 5.6 to 8.4 |
| Tuesday | 4 pm | 634 | 5.0% | 3.6 to 7.0 |
| Tuesday | 5 pm | 435 | 8.6% | 6.3 to 11.6 |
| Tuesday | 6 pm | 617 | 7.2% | 5.4 to 9.5 |
| Tuesday | 7 pm | 330 | 4.4% | 2.7 to 7.2 |
| Tuesday | 8 pm | 177 | n<200 | n/a |
| Wednesday | 8 am | 1,230 | 5.2% | 4.1 to 6.6 |
| Wednesday | 9 am | 1,506 | 6.8% | 5.6 to 8.2 |
| Wednesday | 10 am | 1,326 | 3.2% | 2.4 to 4.3 |
| Wednesday | 11 am | 1,292 | 4.1% | 3.1 to 5.3 |
| Wednesday | 12 pm | 1,091 | 7.8% | 6.4 to 9.5 |
| Wednesday | 1 pm | 925 | 6.0% | 4.6 to 7.7 |
| Wednesday | 2 pm | 1,270 | 7.2% | 5.9 to 8.8 |
| Wednesday | 3 pm | 1,189 | 7.1% | 5.8 to 8.7 |
| Wednesday | 4 pm | 676 | 3.9% | 2.7 to 5.6 |
| Wednesday | 5 pm | 571 | 7.9% | 6.0 to 10.4 |
| Wednesday | 6 pm | 569 | 5.7% | 4.1 to 7.9 |
| Wednesday | 7 pm | 352 | 5.3% | 3.4 to 8.2 |
| Wednesday | 8 pm | 194 | n<200 | n/a |
| Thursday | 8 am | 1,536 | 10.6% | 9.2 to 12.2 |
| Thursday | 9 am | 1,763 | 4.8% | 3.9 to 5.9 |
| Thursday | 10 am | 1,313 | 6.0% | 4.8 to 7.4 |
| Thursday | 11 am | 1,507 | 5.3% | 4.3 to 6.5 |
| Thursday | 12 pm | 926 | 8.1% | 6.5 to 10.0 |
| Thursday | 1 pm | 290 | 13.6% | 10.1 to 18.0 |
| Thursday | 2 pm | 398 | 9.0% | 6.6 to 12.2 |
| Thursday | 3 pm | 344 | 9.2% | 6.6 to 12.7 |
| Thursday | 4 pm | 176 | n<200 | n/a |
| Thursday | 5 pm | 138 | n<200 | n/a |
| Thursday | 6 pm | 186 | n<200 | n/a |
| Thursday | 7 pm | 109 | n<200 | n/a |
| Thursday | 8 pm | 124 | n<200 | n/a |
| Friday | 8 am | 1,184 | 6.1% | 4.9 to 7.6 |
| Friday | 9 am | 1,883 | 5.4% | 4.5 to 6.5 |
| Friday | 10 am | 1,703 | 7.2% | 6.1 to 8.5 |
| Friday | 11 am | 1,748 | 5.2% | 4.3 to 6.3 |
| Friday | 12 pm | 1,628 | 4.9% | 4.0 to 6.1 |
| Friday | 1 pm | 1,099 | 5.7% | 4.5 to 7.2 |
| Friday | 2 pm | 1,104 | 8.3% | 6.8 to 10.1 |
| Friday | 3 pm | 1,084 | 10.1% | 8.4 to 12.0 |
| Friday | 4 pm | 809 | 8.1% | 6.4 to 10.2 |
| Friday | 5 pm | 530 | 7.7% | 5.7 to 10.3 |
| Friday | 6 pm | 425 | 8.4% | 6.1 to 11.4 |
| Friday | 7 pm | 317 | 7.1% | 4.8 to 10.5 |
| Friday | 8 pm | 96 | n<200 | n/a |
| Saturday | 8 am | 998 | 6.4% | 5.0 to 8.1 |
| Saturday | 9 am | 1,478 | 3.9% | 3.0 to 5.0 |
| Saturday | 10 am | 837 | 5.8% | 4.4 to 7.6 |
| Saturday | 11 am | 198 | n<200 | n/a |
| Saturday | 12 pm | 223 | 4.5% | 2.5 to 8.1 |
| Saturday | 1 pm | 169 | n<200 | n/a |
| Saturday | 2 pm | 229 | 8.7% | 5.7 to 13.1 |
| Saturday | 3 pm | 276 | 4.9% | 2.9 to 8.1 |
| Saturday | 4 pm | 136 | n<200 | n/a |
| Saturday | 5 pm | 50 | n<200 | n/a |
| Saturday | 6 pm | 45 | n<200 | n/a |
| Saturday | 7 pm | 22 | n<200 | n/a |
| Saturday | 8 pm | 36 | n<200 | n/a |
| Sunday | 8 am | 369 | 1.9% | 0.9 to 3.9 |
| Sunday | 9 am | 385 | 6.3% | 4.3 to 9.2 |
| Sunday | 10 am | 332 | 4.9% | 3.1 to 7.8 |
| Sunday | 11 am | 238 | 7.1% | 4.5 to 11.1 |
| Sunday | 12 pm | 391 | 5.6% | 3.7 to 8.3 |
| Sunday | 1 pm | 342 | 7.5% | 5.2 to 10.8 |
| Sunday | 2 pm | 298 | 4.3% | 2.5 to 7.2 |
| Sunday | 3 pm | 211 | 7.3% | 4.5 to 11.6 |
| Sunday | 4 pm | 129 | n<200 | n/a |
| Sunday | 5 pm | 59 | n<200 | n/a |
| Sunday | 6 pm | 64 | n<200 | n/a |
| Sunday | 7 pm | 39 | n<200 | n/a |
| Sunday | 8 pm | 20 | n<200 | n/a |
Answer rate by state
Placed by the area code of the shopper's phone number. Shoppers in New Hampshire picked up most often (12.7% of calls) and shoppers in Montana least often (2.1%). Outside the US, Australia led at 12.2%.
Answer rate per call, US states
Each square is a state, placed roughly where it sits on the map. Grey states had fewer than 200 calls.
Show every state
| State | Calls | Answer rate per call | 95% CI |
|---|---|---|---|
| New Hampshire | 258 | 12.7% | 9.2 to 17.3 |
| Nebraska | 316 | 10.6% | 7.7 to 14.5 |
| Colorado | 803 | 9.5% | 7.7 to 11.7 |
| West Virginia | 464 | 9.1% | 6.8 to 12.1 |
| Connecticut | 384 | 9.0% | 6.5 to 12.3 |
| Iowa | 538 | 9.0% | 6.9 to 11.7 |
| New Jersey | 1,175 | 9.0% | 7.5 to 10.8 |
| New York | 3,498 | 9.0% | 8.1 to 10.0 |
| Missouri | 1,357 | 8.8% | 7.4 to 10.4 |
| Virginia | 1,220 | 8.8% | 7.3 to 10.5 |
| Kentucky | 1,126 | 8.0% | 6.6 to 9.7 |
| Michigan | 2,042 | 7.9% | 6.8 to 9.2 |
| South Carolina | 1,322 | 7.8% | 6.5 to 9.4 |
| New Mexico | 306 | 7.7% | 5.2 to 11.2 |
| Oregon | 787 | 7.3% | 5.7 to 9.3 |
| Washington | 899 | 6.9% | 5.4 to 8.7 |
| Florida | 3,387 | 6.8% | 6.0 to 7.7 |
| Alabama | 1,197 | 6.7% | 5.4 to 8.3 |
| California | 5,122 | 6.7% | 6.0 to 7.4 |
| Kansas | 573 | 6.7% | 4.9 to 9.0 |
| Texas | 5,723 | 6.7% | 6.1 to 7.4 |
| Idaho | 274 | 6.5% | 4.1 to 10.1 |
| Massachusetts | 809 | 6.4% | 4.9 to 8.3 |
| Oklahoma | 899 | 6.1% | 4.7 to 7.9 |
| North Carolina | 1,927 | 6.0% | 5.0 to 7.2 |
| Arizona | 836 | 5.9% | 4.5 to 7.7 |
| Mississippi | 800 | 5.9% | 4.5 to 7.8 |
| Nevada | 475 | 5.6% | 3.9 to 8.0 |
| Utah | 334 | 5.5% | 3.5 to 8.5 |
| Georgia | 1,704 | 5.1% | 4.2 to 6.2 |
| Illinois | 3,993 | 4.9% | 4.3 to 5.6 |
| Ohio | 3,028 | 4.7% | 4.0 to 5.5 |
| Wisconsin | 763 | 4.6% | 3.3 to 6.3 |
| Maryland | 1,002 | 4.3% | 3.2 to 5.7 |
| Indiana | 2,432 | 4.2% | 3.5 to 5.1 |
| Arkansas | 758 | 4.1% | 2.9 to 5.8 |
| Pennsylvania | 2,761 | 4.0% | 3.3 to 4.8 |
| Minnesota | 1,702 | 3.8% | 3.0 to 4.8 |
| Louisiana | 2,016 | 3.7% | 3.0 to 4.6 |
| Tennessee | 1,344 | 3.6% | 2.7 to 4.7 |
| Montana | 267 | 2.1% | 0.9 to 4.6 |
| Alaska | 107 | n<200 | n/a |
| District of Columbia | 98 | n<200 | n/a |
| Delaware | 105 | n<200 | n/a |
| Hawaii | 176 | n<200 | n/a |
| Maine | 185 | n<200 | n/a |
| North Dakota | 112 | n<200 | n/a |
| Rhode Island | 121 | n<200 | n/a |
| South Dakota | 105 | n<200 | n/a |
| Vermont | 52 | n<200 | n/a |
| Wyoming | 129 | n<200 | n/a |
Outside the US
| Country | Calls | Answer rate per call | 95% CI |
|---|---|---|---|
| India | 89 | n<200 | n/a |
| Canada | 396 | 8.7% | 6.3 to 11.9 |
| Australia | 384 | 12.2% | 9.3 to 15.9 |
| United Kingdom | 253 | 9.7% | 6.6 to 14.0 |
Caller ID
Calls from a brand's own dedicated number were answered 7.3% of the time, against 5.3% for Super Number calls, which show a number from the shopper's own area code.
Answer rate per call, by the number shoppers saw
Caller ID names are not recorded on dedicated numbers yet, so no call can be classed as branded.
- Super Number:
- Loop Voice's local-presence pool: the call shows a number from the shopper's own area code
- Dedicated number:
- One number reserved for the brand
- Branded dedicated number:
- A dedicated number that also shows the brand's name on supported phones
Show the numbers
| Number type | Calls | Answer rate per call | 95% CI |
|---|---|---|---|
| Super Number | 30,578 | 5.3% | 5.1 to 5.6 |
| Dedicated number | 32,695 | 7.3% | 7.0 to 7.6 |
| Branded dedicated number | 0 | not tracked yet | n/a |
Order value
Converted abandoned checkouts averaged $234, above the $210 average order across the same stores. Accepted post-purchase add-ons averaged $176.
Average order value of converted shoppers, by use case
Upsell is the value of the add-on.
Show the numbers
| Use case | Average order value |
|---|---|
| Abandoned checkout | $234 |
| Post-purchase upsell | $176 |
| Average order in the same stores | $210 |
Abandoned checkout: 5-day order rate by cart value
Called shoppers. Whiskers show 95% intervals.
Show the numbers
| Cart value | Shoppers | 5-day order rate | 95% CI |
|---|---|---|---|
| Under $50 | 11,548 | 1.5% | 1.3 to 1.7 |
| $50 to $100 | 297 | 17.3% | 13.4 to 22.0 |
| $100 to $250 | 1,542 | 29.3% | 27.1 to 31.6 |
| $250 to $500 | 579 | 20.3% | 17.2 to 23.8 |
| $500 and up | 69 | n<200 | n/a |
What shoppers told the agent
824 abandoned-checkout conversations gave a reason. A third of these shoppers were just browsing (33.4%) and a quarter were waiting for a discount or checking the price (25.6%). 17% gave a reason the call could fix on the spot: a product question or a checkout error.
Main reason given, share of conversations
824 conversations where the shopper gave a reason. Tagged automatically; 200 calls a month are checked by hand.
Show the numbers
| Reason | Share | 95% CI |
|---|---|---|
| Shipping cost or delivery date | 2.9% | 2.0 to 4.3 |
| Waiting for a discount or checking the price | 25.6% | 22.7 to 28.7 |
| Just browsing, not ready to buy | 33.4% | 30.3 to 36.7 |
| Question about the product (size, fit, compatibility) | 5.5% | 4.1 to 7.3 |
| Payment failed or card declined | 0.0% | 0.0 to 0.5 |
| Site or checkout error | 11.7% | 9.7 to 14.1 |
| Comparing other stores | 9.6% | 7.8 to 11.8 |
| Other | 11.4% | 9.4 to 13.8 |
Texts
8,459 shoppers got a text after a missed call or a conversation. 5.3% opened the link, 8.1% converted with a text as the credited touch within 5 days, and 6.5% replied STOP.
- Shoppers who got a text, after a missed call or a conversation
- 8,459
- Opened the link
- 5.3%95% CI 4.8 to 5.8 · n 8,459
- Converted with a text as the credited touch (5 days)
- 8.1%95% CI 7.5 to 8.7 · n 8,459
- Replied STOP
- 6.5%95% CI 6.0 to 7.0 · n 8,459
- Delivered
- not tracked yet
Not measured yet
What this issue cannot show yet, and why. Each appears once its data stream is live and every cell has 200+ shoppers or calls.
Randomized holdout
No store runs a randomized holdout yet, so lift is estimated against enrolled shoppers the flows never reached in the same stores. Holdout results replace the estimate once stores switch it on.
Win-back
No win-back enrolments this month.
Failed payment
Failed-payment events are not connected from store platforms yet, so no flow enrols these shoppers.
Subscription check-in
Subscription events (upcoming shipment, skip, cancel) are not connected yet, so no flow enrols these shoppers.
Conversion by discount level
Each code level needs 200+ conversations where price was the objection before it is published (this month: no code allowed 191, 10% off 18, 15% off 3). Code use on the converted order is not captured yet.
Branded caller ID
Caller ID names are not recorded on dedicated numbers yet, so no call can be classed as branded.
Results by vertical
Stores do not carry a vertical on their profile yet.
Text delivery rate
Delivery receipts are not recorded yet, so texts are counted as sent.
Method
- Who is in it. Online stores on Shopify, WooCommerce, SHOPLINE or a custom platform, live on Loop Voice for at least 30 days, with 300 or more contacts in the month: 7 stores. No store makes up more than 15% of any figure.
- Use cases and goals. Each contact belongs to one use case, and each use case has one goal: order placed, add-on accepted, new order, payment went through, or next shipment confirmed. Contacted conversion counts 5 days from first contact and is descriptive.
- Lift. When a store runs a holdout, 10% of eligible shoppers are picked at random and never called, texted or emailed, and lift is everyone else's conversion rate minus the holdout's. Without a holdout, lift is estimated store by store against enrolled shoppers the flow never reached, counting only shoppers who had not bought by the store's median first-call time. It is labelled an estimate, and a holdout replaces it.
- Calls and texts. Each sale is credited within 5 days to its last touch: an answered call wins; otherwise a text (sent, or its link clicked) wins. SMS click rate counts human clicks, with link previews and bots removed. The attribution model and window are printed with every issue, so a later change never rewrites history.
- Time to first call. Counts only minutes inside calling hours (8 am to 9 pm in the shopper's time zone, or a state's tighter window). After-hours checkouts are reported on their own.
- Answered and location. Answered means a person picked up; voicemail and call screening do not count. US state comes from the area code; other countries from the country code.
- Intervals and small cells. Rates carry 95% Wilson intervals. Any cell under 200 calls or shoppers is greyed out instead of shown.
- Revenue. Order values are converted to US dollars at fixed monthly rates.
- Lift this month is an estimate: contacted shoppers against 52,072 enrolled shoppers the flows never reached, store by store in 6 stores. It is not a randomized holdout.
Metric dictionary
| Metric | What it means | Formula |
|---|---|---|
| Shoppers contacted | Eligible shoppers, outside any holdout, with at least one call placed | count |
| Calls placed | Every dial attempt, including second calls | count |
| Answer rate | Shoppers where a person picked up at least once | answered / contacted |
| Answer rate per call | The same, per call placed; used for timing, states and caller ID | answered calls / calls placed |
| Call conversion | Sales credited to a call, over shoppers who picked up | call-credited / answered |
| SMS click rate | Texted shoppers who opened the link | clicked / texted |
| SMS conversion | Sales credited to a text, over shoppers texted | text-credited / texted |
| Contacted conversion | Shoppers reached who hit the goal within 5 days of first contact, any channel; descriptive, not the lift | converted / contacted |
| Lift | Conversions the calls and texts caused, in points | reached rate minus holdout or comparison rate |
| Incremental revenue | Extra conversions implied by the lift, valued at the average converted order | extra conversions x AOV |
| Average order value | Value of converted orders, add-ons or saved charges | revenue / conversions |
| Time to first call | Calling-hours minutes from the trigger to the first ring | median |
| Opt-out rate | Answered shoppers who asked not to be called again | opt-outs / answered |
| Reason given | The main reason the shopper gave, from a fixed tag list per use case | tag / conversations with a reason |
Breakdowns we publish
| Cut | Buckets | How often |
|---|---|---|
| Use case | The five use cases | Monthly |
| Time to first call | Calling-hours minutes 0 to 5, 5 to 15, 15 to 60, 1 to 4 h, after hours on its own | Monthly |
| Hour and weekday | 8 am to 9 pm local, Monday to Sunday | Monthly |
| Location | US state by area code, other countries by country code | Monthly, states with 200+ calls |
| Number type | Super Number, dedicated, branded dedicated | Monthly |
| Cart value | Under $50, $50 to $100, $100 to $250, $250 to $500, $500+ | Monthly |
| Discount level | None, 5%, 10%, 15%, 20% | Monthly once each level has 200+ |
| Vertical | Seven groups | Monthly once every cell has 200+ |
| Platform | Shopify, WooCommerce, SHOPLINE, Magento, BigCommerce, custom | Quarterly |
| Shopper type | New or returning | Quarterly |
Publishing rules
- 200 or more calls or shoppers behind every published cell; smaller cells show grey.
- Stores count after 30 days live and 300 contacts in the month; no store is more than 15% of a figure.
- Every rate ships with its n and 95% interval in the CSV.
- Test calls, internal numbers and duplicate triggers are removed before counting.
- Holdout and comparison groups are checked for balance before publishing.
- No store names without written permission; call quotes are anonymized.
- Numbers are final at publish; corrections go in the dated changelog below.
How to cite
Free to quote and reuse with attribution under CC BY 4.0.
Loop Voice Ecommerce Benchmark, September 2026. Loop Voice. loopvoice.ai/benchmarks/2026-09
Changelog
- October 27, 2026Issue 1 published.
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