# AI suggested collections (proposals + autopilot)

> Let AI propose new collections worth creating in Awsm Collections for Shopify — grounded in your real sales and catalog. Accept one in a click, or turn on autopilot to have high-confidence collections built for you.

AI tools · 4 min read · Updated 2026-06-07

Canonical: https://awsmcollections.com/docs/suggested-collections

**Suggested collections** is the app proactively pitching you new collections worth creating — each one grounded in your real catalog and sales (top sellers, product mix, semantic clusters), not generic guesses. Every suggestion comes with a preview count so you know how many products it would include. Accept one in a click, or hand the wheel to **autopilot** and let the best ones build themselves.

## 1. Open Suggested collections

Find the **Suggested collections** card on your dashboard. Any already-generated suggestions show up when the dashboard loads.

![Open Suggested collections](https://awsmcollections.com/docs-assets/img/suggested-collections/00-proposals-card.png)

## 2. Generate suggestions

Click **Suggest collections**. The app reviews your catalogue and proposes a set of new collections, each with a title, a short rationale, and how many products would be included.

![Generate suggestions](https://awsmcollections.com/docs-assets/img/suggested-collections/01-suggest.png)

## 3. Accept or dismiss

Like one? Click **Create collection** and it's built as a live, auto-updating collection and opened in the editor. Not interested? **Dismiss** it and it won't come back on the next refresh.

## 4. Turn on autopilot (optional)

With **autopilot** on, the app auto-accepts high-confidence suggestions — those clearing a minimum product count — into live collections, capped per run. Every auto-accept is recorded so you can see what was built and why. The settings card previews what the next run would build, and anything that gets built can be undone in one click from the **AI Impact** list on the dashboard.

![Turn on autopilot (optional)](https://awsmcollections.com/docs-assets/img/suggested-collections/03-autopilot.png)

## FAQ

### Where do the suggestions come from?

Real signals: your top sellers and product-type/vendor mix, plus semantic clusters of similar products. They're grounded in your store, not generic templates.

### What does the number on each suggestion mean?

It's a live preview count — how many of your products currently match that suggestion's rules.

### If I dismiss a suggestion, will it reappear?

No. Dismissed suggestions are remembered and won't be offered again.

### What exactly does autopilot do?

It accepts the strongest suggestions automatically (above a minimum product count, capped per run) so collections get built without you lifting a finger. You stay in control of the settings.

### Can I undo a collection it created?

Yes. Every AI-built collection has an **Undo** button in the AI Impact list — it removes the collection from your store, and that suggestion won't be built again.

### Which plan includes this?

Suggestions and autopilot are part of the AI toolkit on the Pro and Enterprise plans.

## Related

- [Find merchandising gaps](https://awsmcollections.com/docs/merchandising-gaps.md)
- [The Autonomous AI Merchandiser](https://awsmcollections.com/docs/ai-merchandiser.md)
- [Demand radar & Trending Now](https://awsmcollections.com/docs/demand-radar.md)