Attribution
Marketing Attribution Survey: Calculate Channel ROI From the Data
Turn marketing attribution survey responses into real channel ROI: weight by revenue, compare to platform numbers, and export to CSV. A worked example.
8 min readAttribution
Zero-Party Data for Shopify: What It Is and How to Collect It
Zero-party data for Shopify is information customers hand you on purpose. Here is what it is, why it beats pixels, and how to collect it with surveys.
7 min readPost-Purchase Surveys
Shopify Thank You Page Survey vs Order Status Survey: Where Should It Live?
A Shopify thank you page survey and an order status survey ask different things at different moments. Here's which goes where, with a decision table.
7 min readStrategy
Survey Response Rate Benchmarks for Ecommerce (2026)
What's a normal survey response rate benchmark for ecommerce? Real ranges by survey type, the factors that move the number, and how to set your own baseline.
7 min readShopify How-Tos
Shopify App Permissions: Collecting Feedback Without Extra Scopes
Why Shopify app permissions matter for survey tools, and how native extensions read order context without broad data scopes or extra privacy risk.
7 min readNPS & CSAT
NPS for Shopify Stores: How to Measure It Post-Purchase
A practical guide to measuring Shopify NPS post-purchase: where to place the survey, how to branch by score, and how to act on detractors fast.
8 min readPost-Purchase Surveys
Post-Purchase Survey Templates You Can Launch in 5 Minutes
Four ready-to-use post-purchase survey templates with exact question wording, answer options, and targeting. Copy, paste, launch in five minutes, no code.
7 min readPost-Purchase Surveys
25 Post-Purchase Survey Questions That Actually Get Answered
25 post-purchase survey questions grouped by goal, with the OrderSurvey question type to use for each and how to pick the one question that matters.
7 min readPost-Purchase Surveys
12 Post-Purchase Survey Examples for Shopify Stores
12 post-purchase survey examples by use case (attribution, NPS, sizing, gifting, subscription) with the exact question types and branching to build each.
8 min read