Start here
LookLook looks at a product you saw online and says skip, wait or buy, using what you already own, your budget, the price history and the store's return policy. Five steps, about five minutes. Your browser gets its own sample shelf.
Sandbox login and test card: see the testing instructions on the submission page. No real money moves.
How often skip is right
On 30 products it had never seen, LookLook's skip was right 28 times. Skipping anything in a category you own gets 19, and saying skip to everything gets 13.
Step 1
Hand it your week
On the week page, tap Use the sample week: four posts are checked at once, and this week's order lists what needs paying: the peptide serum and the cleanser that's running out. The first item goes through PayPal checkout: tick save and pay with the login or card in the testing instructions on the submission page. Back on the week, one yes pays the rest.
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The two skips show what they kept, and the retinol's price watch starts with the yes. Each item is its own PayPal payment, shown with its PayPal order ID and receipt. Tap yes again and nothing is charged twice.
Step 2
Open the sunscreen skip
On Check, open the sunscreen post: skip, you own one that does the same job.
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The sample week has two skips, three waits, a buy and a cleanser due for a reorder. The week page hands over the four posts with screenshots. See why shows the rule, the shelf item and the store's cited return policy, and the same product at other stores. Four sample posts are on Check too, or upload your own screenshot or paste a store link.
Step 3
Reorder with one yes, then a decline
On Reorders, move a week ahead: the next staples come due. Tap Yes on one to pay with the saved method. Then tick Make the next reorder decline and tap Yes on the other.
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Staples show up five days before they run out. The receipt shows the PayPal order and capture IDs. Send the same yes again: still one order, charged once. On the decline, PayPal answers INSTRUMENT_DECLINED, nothing is charged, and LookLook asks you to pay with another card or PayPal account. The retinol's watch is on Reorders too: Try a price drop shows how a drop arrives, and with this month's skincare budget spent it waits for next month's.
Step 4
See your decisions in AG Studio
On a laptop, open the dashboard: checks, reorders, shelf and budgets together. Tap Group my waits and Studio's agents build a table of what each wait is waiting for.
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Tap Yes on a reorder there to pay with the saved method. The shelf row updates in place. The table takes about 30 seconds. Customize opens the Studio editor.
Step 5
See the webhooks and the accuracy test
Webhook events lists what PayPal and Channel3 sent and whether each was verified. The accuracy test lists every miss.
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It leads with 28 of 30 on products the app had never seen, then the 65 products the matching was built on, which you can re-run on the server.

From a phone: share a store link or a screenshot straight to LookLook with the “Look twice” Shortcut (iPhone) or the share sheet (Android). How to set it up (tested on desktop, phone test after deploy).
What's real and what's a test
- Real: products, prices and 90-day price history (Channel3), the screenshot reading (Claude), and store return policies, each with its source page.
- Sandbox: every PayPal payment. No real money moves.
- Simulated: the Reorders date control, the price drop you can try after paying, the forced decline and the sample week.