canviq

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Measure product-market fit the way the best teams do

Canviq is the AI-native PMF platform that deploys PMF surveys, tracks your score toward the 40% PMF benchmark, identifies your best customers, and auto-creates GitHub issues from low-score feedback, without manual data wrangling.

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PMF score · sample org
37.2%
Approaching▲ 3.3 pts
40% benchmark
412 enriched responses
Last 6 months
01223354640% BENCHMARKFebMarAprMayJunJul

<50KB

SDK size

3 min

Survey setup

18

MCP tools

Free

Starting price

The definition

What is Canviq?

Canviq is a PMF (product-market fit) measurement platform built for pre-seed to Series A B2B SaaS founders. It implements the PMF survey methodology first published around 2010, the same approach used by Superhuman, Slack, and Notion to validate fit before scaling.

The platform does three things. First, it deploys PMF surveys via a lightweight JavaScript SDK (<50KB), in-app widget, or email link. Smart targeting ensures only users who have engaged with the product at least twice in 14 days are surveyed, the threshold the methodology recommends for meaningful signal.

Second, it tracks your PMF score in real time with trend analysis, auto-segmentation by persona, and a High-Expectation Customer (HXC) profiler that surfaces your most engaged users for qualitative interviews.

Third, it closes the loop automatically. Low-score responses auto-create GitHub issues. Users vote on what matters most on a public feedback board. Product decisions become grounded in evidence, not intuition.

Canviq also exposes an MCP server, enabling AI agents (Claude, ChatGPT) to deploy surveys, query PMF scores, and trigger workflows programmatically, without opening a UI.

Capabilities

From survey to shipped. No gaps.

Every competitor stops at data collection. Canviq flows insights into the tools your engineers already use.

Survey insights become GitHub issues

Automatically create tickets from low NPS scores or high-voted feature requests. No copy-paste.

Build surveys in 3 minutes

Drag-and-drop builder with 4 question types. Test mode shows results instantly with sample data.

Or let Canviq AI build them for you

Say "create a post-purchase NPS survey" and it deploys automatically via MCP. 18 tools (5 read + 13 write), zero UI.

Let users vote on what matters

Survey results surface as votable items on a public board. See what your users actually want.

Workflow

Three steps. Five minutes.

From zero to collecting feedback, with no sales calls and no onboarding sessions.

  1. 01

    Create

    Build a survey in 3 minutes, or ask Canviq AI to do it via MCP.

    Survey Builder
  2. 02

    Collect

    Embed in your app with 3 lines of code. Users respond in context.

    SDK Integration
  3. 03

    Act

    Results flow to your board and become GitHub issues. Automatically.

    GitHub Issues

Pricing

Transparent pricing. No surprises.

Start free. Upgrade when you need GitHub integration and AI-powered insights.

Compare plans in detail

Startup

$199/month

1,000/mo responses

  • 1,000 responses/mo
  • PMF score + HXC profiler
  • 1-year trend history
  • Full auto-segmentation
  • GitHub outbound
  • Up to 3 team members
  • AI analysis included
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Growth

$499/month

5,000/mo responses

  • 5,000 responses/mo
  • PMF score + HXC profiler
  • 2-year trend history
  • GitHub + Jira/Linear + Slack
  • Webhook integrations
  • Unlimited team members
  • MCP write access
  • Advanced AI analysis
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14-day free trial. No credit card required.

Developer-first

3 lines. <50KB. Done.

Embed the Canviq SDK in your app and trigger surveys on any event.

app.tsx
import { Canviq } from '@canviq/sdk'

// Initialize with your org ID
const canviq = new Canviq({ orgId: 'your-org-id' })

// Trigger on any event
canviq.trigger('post-purchase')

Stop copying survey results into Jira manually.

14-day free trial. No credit card. Set up in 5 minutes.

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