Tool profile
Qrvey: cost, fit and limits
Qrvey is an embedded analytics platform made by Qrvey, Inc. that gives SaaS companies multi-tenant dashboards, reporting, workflow automation and embedded AI, offered with flat-rate packaging described as unlimited for users and data. Pricing is requested through a form.
What to know first
Qrvey sells two plans, Pro and Ultra, and publishes no prices. A Request Pricing form promises an answer within 24 hours. Pro suits teams that bring their own analytics database, and Ultra adds Qrvey's own data engine and transformation layer. The site describes unlimited users, dashboards, instances, data and connections under flat-rate packaging. No free plan is published, though a Developer Playground and demos are linked.
Qrvey at a glance
| Maker | Qrvey, Inc., United States |
|---|---|
| Free plan | No |
| Entry price | Quote only |
| API access | Yes |
| Category | Best AI Embedded Analytics Software in 2026, rank 8 of 13 |
| Website | qrvey.com |
Who Qrvey is best for
SaaS teams wanting flat-rate scaling
Unlimited users, dashboards, instances, data and connections are described under a flat rate, so cost need not track customer count.
Teams with their own analytics database
Qrvey Pro is built for companies that bring their own analytics database and want dashboards, reporting and automation layered on top of it.
Companies running in a private cloud
Multi-cloud deployment is listed, with Azure and GCP shown, and enterprise scale described as hosted in the customer's own cloud.
Qrvey plans and pricing
| Plan | Price | What it includes |
|---|---|---|
| Qrvey Pro | Not published | Embedded dashboards, reporting and automation on your own analytics database, with self-service analytics, no-code automation, a semantic layer and multi-tenant security. |
| Qrvey Ultra | Not published | Everything in Pro plus Qrvey's built-in data engine and data transformation layer. Ultra is the plan for teams that want Qrvey to hold the data itself instead of connecting an outside warehouse. |
| Pricing request | Answer promised within 24 hours | A form leads to a quote. Flat-rate packaging and perpetual licensing are described without amounts. |
Checked November 2026.
What Qrvey does
- Pixel-perfect reporting
- Sits beside self-service analytics, so a product can offer formatted reports for printing or sending as well as interactive dashboards that customers explore themselves. The site pairs it with self-service analytics on the same plan page.
- No-code workflow automation
- Triggers actions from analytics events without custom code, which lets a product team add alerting or follow-up steps to the embedded experience. The pages checked do not list which triggers are supported.
- Semantic layer and multi-tenant security
- Keeps each customer's data separated while sharing definitions, and automated content deployment pushes dashboards and content across tenants and environments. The feature list names both multi-tenant security and the semantic layer.
- Data engine on Ultra
- Qrvey's built-in data engine and data transformation layer come with Ultra, while Pro assumes you bring your own analytics database. The data engine and transformation layer appear only in the Ultra description.
- Embedded AI
- Includes an MCP server, natural-language prompts, an AI assistant and custom agents, though the models behind them are not named on the pages checked. The site names the MCP server first among these AI features.
How Qrvey handles your data
Qrvey's US privacy statement was the source opened. It states a retention period only for website-improvement statistics data, kept until the service is terminated. It does not say whether customer data trains AI models, and no hosting region is named: the site shows Azure and GCP logos under Deploy on and describes hosting in the customer's own cloud. No security certification is listed on the pages checked, which show awards from Dresner Advisory and Nucleus Research instead.
Where Qrvey falls short in practice
- No published price. Currency, billing structure and plan amounts are absent, so there is no way to compare Qrvey with vendors that print rates before asking for a quote.
- Plan details unclear. Per-plan feature checkmarks were not readable in the captured page, so only the Ultra additions over Pro are confirmed from what was opened. Treat Pro as the base plan and ask for the Ultra differences.
- No trial terms. No free plan or trial is published, only a Developer Playground and demos, so hands-on testing starts with a vendor conversation or the playground. The site links demos for evaluation, but no trial period or limits are stated.
Works with
Alternatives to Qrvey
Qrvey: common questions
How much does Qrvey cost?
Qrvey does not publish prices. A Request Pricing form promises an answer within 24 hours, and the site describes flat-rate packaging and perpetual licensing without amounts. The pages checked show no currency or billing structure, as of November 2026. A vendor quote is the only way to see an amount.
What is the difference between Qrvey Pro and Ultra?
Pro is for teams that bring their own analytics database. Ultra includes everything in Pro plus Qrvey's built-in data engine and data transformation layer. The pages checked confirm only the Ultra additions, since the per-plan checkmarks were not readable. Ask Qrvey which database types Pro supports.
Does Qrvey have unlimited users?
The site is quoted as describing unlimited users, dashboards, instances, data and connections with flat-rate pricing. Confirm in your quote whether any limits apply to a specific plan, since the pricing page does not show amounts. Qrvey describes flat-rate packaging, so ask what triggers an upgrade.
Does Qrvey include AI features?
Yes. Qrvey names embedded AI with an MCP server, natural-language prompts, an AI assistant and custom agents. The pages checked do not say which models power them or whether customer data trains them. Qrvey does not name the model providers behind these tools on the pages checked, so ask before sending data.
Which certifications does Qrvey list?
None on the pages opened. The site shows awards from Dresner Advisory and Nucleus Research, which are not security certifications. A buyer should ask directly for SOC 2 or ISO 27001 reports before relying on Qrvey with customer data. Request a SOC 2 report if the buyer's own customers require one.