UserLoop brings survey creation, automatic answer grouping, AI analysis, and conversational access to your data into one $19 unlimited-response workflow.
Free plan · No credit card · Native Shopify integration
Your customer data, now conversational
UserLoop MCP answers from responses and order data.
KnoCommerce is a strong option for teams that need benchmarks, advanced audiences, and a broad integration stack. UserLoop delivers the most important AI, MCP, and multi-channel workflows at a dramatically lower plan price.
UserLoop includes MCP access with Unlimited, alongside the AI tools that create the survey, prepare the responses, and organize the data first.
See how UserLoop AI worksQuery UserLoop from Claude, ChatGPT, Cursor, and other MCP-compatible clients, not only one assistant.
Give UserLoop a research goal and get a draft survey, then refine the questions before publishing.
Turn inconsistent write-ins into clean acquisition channels automatically, with every grouping available to inspect.
Generate question-level summaries and scheduled reports across your own surveys, rather than relying on a standardized study.
Both products reach beyond the thank-you page. UserLoop emphasizes quick multi-channel deployment, automated translation, and customer-created proof.
Collect an actual video response inside the survey flow, not simply show image or video choices inside a question.
Translate one survey automatically and review every string, without rebuilding a separate survey and audience for each language.
Launch checkout, email, popup, app-block, link, QR, and other feedback workflows from one account.
Use every survey type and the core AI workflow without moving through $119 and $299 feature gates.
Plan gates, beta labels, and workflow differences are shown explicitly, not flattened into a misleading row of ticks.
| Capability | UserLoop | KnoCommerce |
|---|---|---|
| Native Shopify post-purchase surveys | Included | Included |
| AI-assisted question design | AI drafts from your goal | 60+ survey templates |
| AI insight summaries | Across your surveys | Automated Insights study (beta), Analyst+ |
| Open-text channel grouping | Automatic AI grouping | External Make/OpenAI workflow documented |
| Native MCP connection | Claude, ChatGPT, Cursor + MCP clients | Limited beta on a higher plan |
| Customer-recorded video responses | Included | Not documented |
| Survey surfaces | 7 types: checkout, email, popup, link, QR + more | Checkout, link, email/SMS delivery + embeds |
| Order-linked revenue analytics | Revenue, AOV + product context | Order Attribution report, Analyst+ |
| Translations | AI-assisted, 50+ languages | Separate surveys/audiences, 22 languages, Analyst+ |
| Automatic single-use discount rewards | Included | Analyst plan+ |
| Published starting price | Free; Unlimited $19/mo | $19 Starter; $119 Analyst; $299 Pro |
Last fact-checked 15 July 2026. Product details change. We reviewed the public documentation below and will keep this page updated.
Best for Shopify teams that want broad surveys, automatic analysis, and MCP access without an enterprise-style plan ladder.
Best for larger research programs that will use KnoCommerce's audience controls, benchmarks, integration catalog, and warehouse options.
Both apps are free to start and live in minutes.
