Dose
Seven concepts, ordered by
what we can start now.
Seven independent bets: AOV expansion, checkout reassurance, pricing perception, landing-page messaging, expectation-setting and engagement. The two at the top are first because checkout and post-purchase are untouched by the redesign, so they can go into design straight away. Two more need one page question answered. Three are ready spares, queued rather than dropped. Every figure traces to 20,059 Shopify orders, 20,641 post-purchase survey responses, the DD01, DD02 and live DD05 results and the 24 August call.
the taste
one paid product
name cholesterol
post-purchase
One sequencing note
The redesign test is paused, so nothing is collecting right now. A decision is expected around 8 September. That is a decision point, not a launch date, and the one constraint it puts on this board is test cleanliness: do not run a separate CRO test on a surface the redesign is also changing.
The cart is one of those surfaces, so concept 5 is a spare. Checkout and post-purchase are not, which is why they lead. DD05 has been live in the checkout since 26 August, and concept 2 is built on what it finds. Jurni LPs run throughout. For the other landing pages it depends on the page, and we do not have a complete current map, so concepts 3 and 4 name it as something to confirm.
What August actually told us
2 concludedTwo tests finished. One is a win we can build on. The other has been read too broadly, and the correction matters for how we treat the buy box from here.
| Test | Result | What it teaches |
|---|---|---|
| DD02 · Cart Drawer RedesignWinner · V2 deploying | Dose's first winning test. +2.9% RPV sitewide, +3.5% among drawer-openers. Every one of the four variants beat Control. 22 days, ~508k visitors per variant. | Adding reassurance to the cart lifts revenue. Reviews (V2) and trust signals (V3) both beat a cleanup alone, and sitewide V3 was the stronger of the two. Both elements work, so the obvious next question is whether they stack. That question is now on this board twice: in the checkout, where DD05 is testing the same kind of elements one at a time (concept 2), and in the cart itself once the surface clears (concept 5). V2 is being deployed to both themes so it becomes the shared control the redesign is read against. |
| DD01 · PDP Buy BoxControl held | Every variant lost on CR and RPV. The only conversion loss that reaches significance is V4 at −5.8% (CI −11.1% to −0.3%). 19 days, 145k visitors, five variants. | The signal is about clinical proof, not about redesigns. V4 was V3 with the 81% / 85% clinical block removed, and it came in below V3 on both conversion (7.29% vs 7.41%) and revenue ($6.82 vs $6.95). Keep the clinical proof in anything we build on that page. V3 lost to Control as well, so the removal is not the whole story, and this is not a case for leaving the buy box alone. |
Start with the untouched surfaces
2 concepts Outside the redesignNeither surface is being changed by the redesign, so neither depends on how that decision goes. Concept 1 can start now. Concept 2 goes into design as soon as it is approved and launches once DD05 has run its course. They are first on buildability, not on upside.
Sell the travel pack after the buy button, and test Dose for your Skin against it
Dose sells a 2oz 24-Pack. Almost nobody buys it: 124 one-time orders in three days, against 915 for the Liver 3-Pack. It is not a bad product. It is a product nobody meets, hidden behind a 16oz / 2oz toggle most shoppers never touch.
Meanwhile the reviews keep raising the exact problem it solves. Customers love the ritual and then hit a wall the moment they leave the house. One of them says it plainly: "I can't figure out how to travel with it, so my consumption will be interrupted a bit for the next several weeks." A customer who breaks the habit stops renewing.
A post-purchase offer costs nothing to test. The order is already banked, and the redesign does not touch this surface. Today the confirmation page says thank you and stops; no post-purchase offer is running at all. If they decline, Dose keeps the sale and we learn.
Because nothing runs today, there is no point spending a variant on an empty page. The control is the simplest offer: the travel pack on its own. V1 keeps the travel pack and adds Dose for your Skin if it is declined. V2 offers Skin on its own. One question, three answers: which offer earns most per order, and is a second chance worth asking for.
Evidence
| Signal | Source | Supporting data |
|---|---|---|
| Travel pack: a customer names the exact problem it solves | Reviews, Okendo corpus, month to 16 Jul 2026 | A customer who likes the product and still cannot keep taking it:"I have no idea if it's doing me any good or not, but I like the flavors and I'm willing to keep using it. My only problem is that I can't figure out how to travel with it, so my consumption will be interrupted a bit for the next several weeks."Another, unprompted: "Great for travel." |
| Travel pack: the product exists and nobody is shown it | Shopify, 4,682 web orders, 3 days to 20 Aug 2026 + PDP capture | The 2oz 24-Pack ($99.00 one-time / $69.30 subscribed) drew 124 one-time orders in three days against 915 for the Liver 16oz 3-Pack. Only 6.9% of web orders contain any 2oz item. The PDP hides it behind a 16oz / 2oz toggle that most shoppers never touch. |
| The surface: nothing happens after the buy button today | Intelligems, all 44 experiences, pulled 31 Aug 2026 | Zero post-purchase experiences have ever been configured, and no post-purchase offer is running today. Meanwhile every web order reaches the confirmation page and is shown nothing. Post-purchase revenue is currently zero by definition, so every variant here is incremental and the control is a floor, not a risk. |
Run all three checkout blocks instead of choosing between them
DD05 has been live in the checkout since 26 August. It is the first checkout test Dose has ever run, and it tests three reassurance blocks one at a time against a bare checkout: the brand promise, the customer voice, and the clinical proof. Each sits in its own slot on the page.
The early pattern is not that one of them wins. At the stage these blocks can actually act on, checkout completion, all three sit about 1.5% above the bare control and level with each other: 69.18%, 69.22% and 69.16% against 68.15%. Five days is not a decision and we are not treating it as one. But if the full read still looks like this, then "pick the winner" is the wrong follow-up question.
So the follow-up asks whether they add up. The winning block gets deployed and becomes the new control, exactly as DD02's V2 is being deployed so the redesign is read against it. V1 carries two blocks, V2 carries all three, spread down the page in the slots they already use rather than piled into one. The risk is the reason to test it rather than just ship it: three reassurance blocks on one page can start to read as noise, and each one adds length on mobile, which is 90.7% of traffic.
Evidence
| Signal | Source | Supporting data |
|---|---|---|
| Every block is ahead of a bare checkout at the stage it can act, and they are level with each other | Intelligems DD05 analytics, pulled 31 Aug 2026. Live 5 days, ~135k visitors per variant | Read on checkout completion, orders divided by checkouts started, because that is the only stage a block inside the checkout can act on. Control 68.15% (1,778 of 2,609), V1 69.18%, V2 69.22%, V3 69.16%. Every block is ahead of the bare page and none is clearly ahead of the others. Early read, not a decision. Nothing gets locked until DD05 has run its course. |
| The three blocks sit in three different slots, so running all of them is configuration, not a build | Intelligems experience definition, DD05, pulled 31 Aug 2026 | V1 "The Dose Promise" at slot ig-DD05-1: Trusted by 1M+ Customers, 30-Day Risk Free Guarantee, Fast Shipping. V2 at ig-DD05-2: 10,000+ five star reviews plus three named customer quotes. V3 "Results Backed by Clinical Research" at ig-DD05-3: measurable results, selected botanicals, 90-day double-blind placebo-controlled study. They occupy three separate positions on the page, so all three can run at once without competing for the same space.
|
| Dose has already seen that added reassurance beats a tidy-up | DD02 archive + Fairing, n=2,563, 7 days to 20 Aug 2026 | In the cart drawer a cleanup alone was roughly flat at +0.65% RPV, while adding reviews took it to +2.9% and trust signals to +4.7%. Reviews are also a top purchase driver: 26.2% name ingredients and reviews as the main factor. And DD01 showed the clinical block is load-bearing on the PDP, since the variant that removed it lost the most conversion. |
The two bigger swings
2 concepts One page question to settleThe larger opportunities on this board, and both are landing-page tests. Both run across whichever landing pages sit outside the redesign, so the open question is which pages we get, not whether the work happens. Jurni LPs run through the redesign, so there is always somewhere to put them.
Make the price per serving the number that leads
Per-serving pricing already exists on some Dose landing pages and not others, and nowhere is it the number that leads. The buy box leads with $90.00 struck through and $63.00. The hypothesis is hierarchy, not price: make the per-serving figure the primary anchor and keep the billed price plainly readable underneath.
There is more than one way to lead with that number, so this runs as several variants rather than one. The lightest changes the buy box and nothing else. A heavier one carries the framing into the imagery around it, so the per-serving figure belongs to the page rather than sitting in a price row on its own. Each variant moves one thing: the copy angle, or how much of the page carries it.
Evidence
| Signal | Source | Supporting data |
|---|---|---|
| A direct competitor anchors its buy box on the per-serving number | IM8 product page, checked 29 Aug 2026 | Every subscription tier carries a per-serving figure directly beneath its headline price: "$2.61 USD / serving" on the 90-day plan, "$2.97 USD / serving" on the 30-day. The site banner leads with "Start from $2.61/day". The real charge is still shown, "$235.00 USD every 12 weeks", but it is not the number the eye lands on. This is an established pattern in the category, not an experiment. |
| The framing exists, inconsistently, and never leads | Site captures 20 Aug 2026 + landing-page review | The Liver PDP buy box leads with $90.00 → $63.00 and carries no per-serving figure. The cart drawer says "3 bottle pack (24 servings)" with no price against it. Per-serving copy appears on some landing pages and not others. On none of them is it the leading number. |
| Price is a real driver, but not the first one | Fairing, n=2,563, 7 days to 20 Aug 2026 | 20.8% say price or promotion was the main factor, third behind lifestyle and recovery (32.0%) and ingredients and reviews (26.2%). |
/pages/16-2oz-3 is outside the redesign we lead there. Otherwise we run it across the Jurni LPs, which are available either way.Lead with what customers rave about, then tell them when to expect results
Taste is the most common thing Dose customers say. We counted every review published in the last 30 days: 139 of 395, 35%, mention it. It was 35% in July too, so this is the steady state, not a good month. The PDP already owns the asset with a "Tastes like Orange Juice" tile. The landing page hero does not lead with it.
Underneath it runs the opposite theme. 12 of those 395 volunteer some version of "too early to tell" without being asked, and behind them sits the bigger number: 73.4% of buyers are here for something they cannot observe day to day, a health marker (40.6%) or general prevention (32.8%).
So the test isolates both halves and then combines them. V1 leads the hero with taste, the thing that makes the habit stick. V2 leaves the hero alone and adds a plain expectations timeline, so the wait has a shape. V3 runs both. Read this way, we learn whether a win comes from the appetite, the reassurance, or only from having both. Variants shown are illustrative; the real build gets specced if this is approved.
Evidence
| Signal | Source | Supporting data |
|---|---|---|
| Taste is the most common thing Dose customers say, and it is why they stay consistent | Okendo reviews, all 395 published 30 Jul – 29 Aug 2026, counted individually | 139 of 395 (35.2%) mention taste or flavour, the same share as July. One customer joins the two halves without being asked:"I have no idea if this is helping my liver or not. I have not gone in for bloodwork again BUT I can say that I am able to be consistent because the Dose doesn't taste bad as it taste like orange." |
| The doubt sits right next to the praise | Okendo reviews (395, 30 days) + Fairing (n=2,911, 7 days to 20 Aug) | 12 of 395 raise it unprompted, against 73.4% buying an outcome they cannot see (40.6% a health marker, 32.8% prevention). The reviews name the moment the doubt resolves:"Taste wonderful. My husband and I take it everyday. Dont know if it really works yet, I will report back after my bloodwork in October." |
| Subscribers step down early, which is a reason to look, not a proof | Shopify subscription order tags, 20,059 orders, 3-day cross-section | First orders 3,551 → 2nd 2,797 → 3rd 2,224 → 4th 1,659 → 5th 1,122. Roughly a fifth leaves at each early renewal, and by the fifth order about a third of the starting count is left. A live 3-day cross-section, not a cohort. |
Ready spares
3 concepts Queued, not droppedThree different waits, all specced now so they are ready the day a slot opens. The redesign is changing the cart, so concept 5 waits for the surface. The popup is untouched by the redesign, but concept 6 is a net new test rather than the second Postscript round already agreed, so it lines up behind that work. Concept 7 is third in the checkout queue, behind DD05 and concept 2.
Put the second system in front of a single-product cart
The redesign is changing the cart, so this is a hold. It is here because it should be ready the day the surface clears. Today the drawer carries line items, a discount field, a total and a button. There is no cross-sell and no upgrade in it at all.
Customers take both systems as one decision, never as two. Two product families land in the same web basket 2.1% of the time. The bundle, sold as one thing, lands in 9.9% of web orders. Packaging beats assembling, which is why the upgrade leads.
So put it in front of them two ways and let the cart tell us which it prefers. V1 upgrades the Liver 3-Pack to the Liver & Cholesterol Bundle 6-Pack, a +$49 step from $63 and the same price as a Liver 6-Pack. V2 simply adds the second product alongside what is already there. Variants shown are illustrative; the real build gets specced if this is approved.
Evidence
| Signal | Source | Supporting data |
|---|---|---|
| Buyers take two systems as one decision, never as two | Shopify, 4,682 web orders, 3 days to 20 Aug 2026 | Liver and Cholesterol together in one basket: 99 orders, 2.1%. The Liver & Cholesterol Bundle: 465 orders, 9.9%. Nearly five times as many, for the same two products. |
| The bundle and the Liver 6-Pack are priced identically | Shopify median paid unit prices, web, 3 days | Liver 6-Pack and Bundle 6-Pack are both $112 subscribed and $160 one-time. From a $63 Liver 3-Pack the bundle is a +$49 step. No copy on the PDP, the LP or the cart makes that comparison anywhere. |
| The most common cart Dose has, and it is shown nothing | Shopify, 4,682 web orders, 3 days to 20 Aug 2026 | 885 web orders in three days were a single one-time Liver 3-Pack, and the Liver 3-Pack appears in 2,306 web orders in total, roughly half of every web order Dose takes. We opened the drawer on 20 August and there is no cross-sell and no upgrade in it of any kind: line items, a discount field, a total and a checkout button. |
Keep the offer, change the game: an interactive popup
Dose's popup states its offer flat: "UNLOCK UP TO $48 OFF + FREE GIFTS", an image, an email field, a button. Every test so far has reworded that sentence. The last round came back flat to slightly down.
IM8 does something else, and it is not alone: Grüns and other supplement brands are running gamified capture too. IM8's popup is a card-match game: "Try your luck. Match 3 cards to see what you win." The cards all land on 30% off, and only then does the email field appear. The prize never varies. The game does.
So we hold the offer at exactly what Dose gives everyone today and change only the wrapper. Any lift is engagement, not a bigger discount. A card reveal, a scratch-to-reveal, or a goal picker that captures the wellness answer while it reveals. No wheel, no odds, no invented scarcity. Mechanics shown are illustrative; the real build gets specced if this is approved.
Evidence
| Signal | Source | Supporting data |
|---|---|---|
| Gamified capture is spreading across the category | IM8 popup, three captures, 29 Aug 2026 + category review | IM8: four face-down cards, all resolving to 30% off, then "You won 30% Off + FREE Gifts" and only then the email field. The reward is constant; only the interaction is new. Grüns and other supplement brands are running gamified capture flows too. We cannot see anyone else's results, so this is a signal rather than evidence, but it is spreading fast enough across the category to take seriously. |
| Dose already has the prize this mechanic would wrap | Site capture, 20 Aug 2026 | The live popup offers "UNLOCK UP TO $48 OFF + FREE GIFTS" with a gift image and a "+ More Gifts" badge. Nothing about the offer changes, which is what keeps the read clean. |
| Rewording the offer has been tried and did not move it | Client call, 24 Aug 2026, 00:13:28 and 00:15:12 | The Postscript round was flat to about 1% down across variations, the graphic variation was not a winner, and the test was stopped with the evergreen control back at 100% of traffic. The lever pulled so far is copy, and copy is not moving it. |
Offer the second system at checkout, matched to the cart
Dose sells systems that overlap, and its customers have overlapping problems. The basket does not. 4,535 of 4,682 web orders in three days held exactly one paid product. Two product families appear together on 2.1%.
Ask the buyers and it inverts. 30.5% of those surveyed say they are managing cholesterol too. Intelligems now supports conditional checkout upsells on cart rules, so the offer matches the cart: cholesterol to a liver cart, liver to a cholesterol cart. One product. Not a carousel.
The reach is limited: we can only target one-time orders and only sell one-time items, roughly 10 to 20% of checkout orders. It is a spare for one reason only: the checkout has a queue. Checkout is untouched by the redesign, and this is still the first AOV lever Dose would ever put in front of a buyer at the pay button.
Evidence
| Signal | Source | Supporting data |
|---|---|---|
| Baskets are almost always a single product | Shopify, 4,682 web orders, 3 days to 20 Aug 2026 | 4,535 orders (96.9%) contain exactly one paid item. Liver and Cholesterol appear together on 99 orders (2.1%). The apparent second item in the raw data is a $0 recipe ebook, attached automatically. |
| A third of surveyed buyers say they are managing cholesterol too | Fairing, 1,546 respondents, 7 days to 20 Aug 2026 | 471 of 1,546 (30.5%) name cholesterol, and 31.1% on the 17 August pull. Gut health (41.9%) and blood pressure (32.5%) run higher and have no product behind them. Multi-select, so shares do not sum. |
| Checkout is open all month and has never carried an offer | Client call, 24 Aug 2026 (00:20:20) + Intelligems, all 44 experiences, pulled 31 Aug 2026 | Asked what could still run alongside the redesign, Daley and Suzanne confirmed the checkout test "is still good". Across 44 experiences there has never been a checkout upsell. DD05, live since 26 August, is the first checkout test of any kind. |