AI sample approvals
Send samples to creators who post, not creators who collect them.
Send samples to creators who post, not creators who collect them.
Every sample request gets an AI decision based on your rules: approve, reject, or flag for a person to review. Set a caution level, auto-approve rules and plain-English instructions per shop. Approved requests go straight to ready-to-ship.
Every sample request gets an AI decision based on your rules: approve, reject, or flag for a person to review. Set a caution level, auto-approve rules and plain-English instructions per shop. Approved requests go straight to ready-to-ship.
THE DECISION
THE DECISION
Approve, reject, or ask a person
Approve, reject, or ask a person
Each request is scored on PPS, post rate, GMV and your rules. Uncertain ones are flagged for review, never decided automatically.
Each request is scored on PPS, post rate, GMV and your rules. Uncertain ones are flagged for review, never decided automatically.
YOUR RULES
YOUR RULES
A caution level plus plain-English instructions
A caution level plus plain-English instructions
From conservative to aggressive, with auto-approve thresholds and instructions like "never approve a second request within 30 days".
From conservative to aggressive, with auto-approve thresholds and instructions like "never approve a second request within 30 days".
STRAIGHT TO SHIPPING
STRAIGHT TO SHIPPING
Approved means ready to ship
Approved means ready to ship
Approved requests move to the ready-to-ship tab with creator, product and address. Shipped samples are tracked through to the video.
Approved requests move to the ready-to-ship tab with creator, product and address. Shipped samples are tracked through to the video.
Set the rules once. Every request is scored against them.
Set the rules once. Every request is scored against them.
Change the caution level, add an auto-approve rule or type an instruction, and every request in review is re-scored against the new rules.
Change the caution level, add an auto-approve rule or type an instruction, and every request in review is re-scored against the new rules.
Follow up automatically when a sample ships without a video
Follow up automatically when a sample ships without a video
Describe the follow-up once in plain English and Operator builds it. From then on, when a sample ships and three days pass with no video, the creator gets a message and your team gets a line in the Slack summary. Every video is linked back to its sample.
Describe the follow-up once in plain English and Operator builds it. From then on, when a sample ships and three days pass with no video, the creator gets a message and your team gets a line in the Slack summary. Every video is linked back to its sample.
- 1Trigger · sample marked shipped—
- 2Wait 3 days—
- 3Check · has the creator posted?—
- 4No → nudge DM · Yes → tag VIP—
- 5Post a summary to #growth—
Built as Sample follow-up. Check the steps, then switch it on. Nothing runs until you do.
Sample follow-up: nudged @maya.eats — shipped 3 days ago, no video yet. 11 of 14 creators posted this week.
Get started in three steps
STEP 1
STEP 1
Set your rules
Set your rules
Caution level, auto-approve thresholds and custom instructions, per shop, in minutes.
Caution level, auto-approve thresholds and custom instructions, per shop, in minutes.
STEP 2
STEP 2
Let AI decide
Let AI decide
Every request gets a decision with the signals behind it. Uncertain ones go to a person.
Every request gets a decision with the signals behind it. Uncertain ones go to a person.
STEP 3
STEP 3
Ship and track
Ship and track
Approved requests move to ready-to-ship; videos and GMV are linked back to each sample.
Approved requests move to ready-to-ship; videos and GMV are linked back to each sample.
Questions about AI sample approvals
What is the PPS score?
Can AI approve samples without me?
What happens to rejected requests?
Related
More SellerOS features.
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© 2026 Dimension Studios Inc. All rights reserved.
© 2026 Dimension Studios Inc. All rights reserved.
© 2026 Dimension Studios Inc.
All rights reserved.