Guides · Updated August 2026

AI Culling Credits: What to Check Before You Buy Them

Credit-based pricing is pitched as pay-for-what-you-use. That sounds fair for a business with uneven monthly volume: quiet in January, five weddings in June. Two specific complaints show up repeatedly in App Store reviews, though, and both are worth checking before you buy a bundle.

"Credits paid for, and lost"

A one-star French App Store review from December 2025 raised the core frustration directly. Translated from French, it reads: "The app performs well for some AI photo edits, but the credit policy is really frustrating: unused credits expire and are lost, even though they were paid for." Expiring credits undercut exactly the flexibility credit-based pricing is supposed to offer. A slow month means the credits from your last fast month quietly disappear, and you end up paying for what you use, on a deadline you never agreed to.

"I only use it on one single device"

A second, separate French App Store review from August 2025 points at a different friction: repeated re-authentication. Translated, it reads: "Probably to prevent fraud, you have to keep re-authenticating and it quickly becomes unbearable. And I want to be clear, I only use it on one single device." Anti-fraud checks make sense in principle. The complaint is about timing: the interruption lands mid-edit, on deadline, on the one machine that's always been used.

Three questions before you buy a credit bundle

1. Do unused credits expire, and on what schedule? Assume they do if the pricing page doesn't say plainly.
2. What does a credit actually cost per wedding, at your real image count? The per-credit headline price rarely matches credits-needed multiplied by images-per-wedding.
3. Does the login experience interrupt a normal workflow? Find out before you buy. A deadline is the wrong moment to discover the answer.

None of this argues against credit-based pricing on principle. It argues for reading the fine print before a wedding season's budget rides on it — the same discipline that applies to choosing between subscription and perpetual license. And whatever the pricing model, check that your ratings land in your own catalog, in an open format: the workflow test is here.

The same three checks belong in a broader pre-renewal audit: The Wedding Culling Audit →

See BestTake's plans, stated plainly →

Further reading

• All BestTake guides
• Subscription or perpetual license: what photographers are weighing
• Does AI culling work with the catalog and presets you already have?

Sources: two independent French App Store reviews (August 2025; December 2025), translated from French. Content written with AI assistance, reviewed before publication by the publisher.