Back to solutions3 min read

Shopify product page heatmaps: read aggregate interaction patterns

Use aggregate spatial patterns to form questions, while checking sample sufficiency and avoiding claims about attention, confusion, or causality.

What do Shopify product page heatmaps show?

A heatmap aggregates spatial activity across many measured sessions. It helps teams notice patterns by page and device, but it does not explain individual intent.

100 Rocks provides pointer movement density, click, and near-stationary hesitation pause layers for each recorded page on desktop, tablet, or mobile.

Read pointer, click, and hesitation layers

The pointer layer maps aggregate movement density. The click layer maps aggregate clicks or presses. The hesitation layer maps aggregate near-stationary pointer pauses.

None of these layers proves attention, interest, confusion, or difficulty. Use each visible pattern to ask a focused question, then inspect the live buying flow.

Heatmap layers
LayerWhat it summarizesUseful question
PointerAggregate movement densityWhere does movement gather?
ClickAggregate clicks or pressesWhich controls attract action?
HesitationNear-stationary pointer pausesWhere do pauses gather?

Read next: What to A/B test first on a Shopify product page

Compare each recorded Shopify page by device

Read each recorded product page separately. A pattern on one product does not automatically describe another page with different options, images, or content.

Switch between desktop, tablet, and mobile because layouts and controls change. Check that each page and device view has enough measured sessions before interpreting a pattern.

  • Confirm the recorded page before reading a layer.
  • Choose desktop, tablet, or mobile.
  • Check the measured-session sample.
  • Note patterns tied to a buying question.
  • Check the live page before planning a change.

Use Shopify scroll analytics separately

Scroll metrics are separate from heatmaps. Use them to study depth and movement through the page, not as a spatial scroll heatmap layer.

100 Rocks provides no session replay, scroll heatmap, or AI-generated heatmap summary. The available layers remain aggregate pointer movement, click, and hesitation pauses.

Read next: Keep Shopify product page variants consistent with your brand

Turn a pattern into a Shopify test question

Describe what the layer shows without assigning a cause. Check sample sufficiency, the live page, product facts, device layout, and separate commerce analytics before proposing a change.

A beauty store may observe clicks near a heading. It can inspect that control and test an approved alternative without claiming the heatmap proved attention or confusion.

  1. Choose the recorded page and device.
  2. Check that the sample is sufficient.
  3. Review one layer at a time.
  4. Write the visible pattern.
  5. Check the live buying flow.
  6. Create and approve one focused test idea.

Measure behavior with Shopify Customer Privacy consent

Behavior measurement follows Shopify Customer Privacy consent. Aggregate layers study measured sessions without replaying an individual shopper session.

Heatmaps support observation only. Wait for a sufficient page and device sample, then combine the pattern with merchant review and a controlled test when stronger evidence is needed.

Request a demo

Explore related guides

3 min read

Audit product pages

Separate direct fixes from testable page ideas.

2 min read

Run product page A/B tests

Test one clear page change at a time.

2 min read

Personalize with behavior

Serve approved variants with explainable rules.