Inspiration – Test whether a post‑add cross‑sell slide‑in increases attach rate and AOV
Overview
Goal: Boost AOV by suggesting 1–2 relevant add‑ons immediately after an item is added to cart.
Build time: 6–8 minutes.
Expected impact: 8–18% lift in attach rate; 4–12% AOV increase.
Hypothesis
Showing a timely, highly relevant cross‑sell right after add‑to‑cart leverages shopping momentum. A lightweight slide‑in with one‑click add reduces friction and improves attach rate without derailing the checkout flow.
Assumptions
- Timing: Post‑add moments have high purchase intent and receptivity to complements.
- Relevance: Curated, context‑aware add‑ons outperform generic “related items.”
- Cognitive Load: Limit to 1–2 choices to avoid decision fatigue.
- UX Continuity: Slide‑ins preserve context better than full modals or page redirects.

Setting up the experiment in Personizely (Widget)
Run a widget test with:
- Control: No post‑add cross‑sell (or legacy confirmation).
- Variant: Slide‑in cross‑sell offering 1–2 add‑ons with one‑click add.
Use clear labels (e.g., “Frequently added with this”), show price and total impact, and include a small “No thanks” link. Cap to 1 impression per session.
For step‑by‑step creation, see: Cross‑sell widget tutorial → (Widget Creation Steps)
Recommended configuration:
- Trigger: Fires on Add to Cart event for selected SKUs.
- Targeting: Exclude carts with ≥3 items; prioritize high‑margin/compatible add‑ons.
- Goals: Purchase
- Layout: Vertical slide‑in with image, title, price, and 1‑click add button.
- Frequency cap: 1 per session; suppress after converting or dismissal.
Additional notes:
- Keep choices ≤2; preselect quantity = 1.
- Avoid discounts initially to measure pure merchandising impact.
- Ensure images are consistent and text wraps cleanly on mobile.
- Respect inventory and prevent adding duplicates if already in cart.
This widget test will reveal whether a post‑add slide‑in cross‑sell improves attach rate and AOV without harming progression to checkout.
Updated on: 15/12/2025
Thank you!
