ChurnScope
Automated UX & Drop-off Diagnostics|Powered by Bright Data

See your website through the eyes of your users.

“Stop guessing why users leave.”

AI-powered website experience analysis that finds friction, explains likely churn causes, and tells you what to improve.

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Privacy Guaranteed: Uploaded behavioral data is processed temporarily in-memory and immediately deleted. Zero data retention.
100%
Fact-Checked Findings
9-Stage
Analysis Pipeline
Zero
Data Storage
Multi-AI
Grounded Advice
Optional EnrichmentStep 2 of 2

Upload User Drop-off Logs

Upload website analytics or funnel data (CSV or JSON) to correlate with your scraped website.

Drag & drop your funnel logs here, or browse

Supports CSV & JSON with page paths, drop-off counts, or bounce rates.

Supports .CSV or .JSON (e.g. page, visitors, dropoffs, bounceRate)

Zero Raw Data Retention: Data is processed temporarily in-memory to find churn patterns and is never stored.
Traceable Findings in Plain English

Every Finding Has a Clear, Traceable Source

Source → What We Found → Why Users Leave → Point Impact → Actionable Solution

1. Source
/signup
Registration Page Scanner
Scraped Target
2. What We Found
9 form fields detected on a single screen before users see product value
Measured Fact
3. Why Users Leave
Your signup form has too many boxes to fill out, increasing user completion effort
Automated CheckHigh Confidence
4. Point Impact
-12 pts
Point deduction based on drop-off severity
High Impact
5. Solution Tip
Tip: Cut your signup form down from 9 fields to 3 essential ones (Name, Email, Password) to streamline onboarding.
Actionable Fix
The 9-Stage Analysis Pipeline

How ChurnScope Audits Your Website

Scrape → Understand → Simulate → Diagnose → Explain → Improve

Interactive Pipeline Inspector:Stage 3 of 9
Validating URL
Verified

Checks website URL format and safe connectivity

Verifies the domain is reachable and safely formatted before initiating requests.

Connecting to website
Verified

Fetches live webpage via Bright Data proxy

Connects securely to the live website without exposing API keys to the browser.

3
Collecting website intelligence
Active

Gathers text, buttons, links, and forms

Extracts key page elements, headings, call-to-action buttons, and images for inspection.

4
Discovering structure
Queued

Maps user navigation hierarchy

Analyzes how easily visitors can move between key pages like pricing, products, and checkout.

5
Extracting navigation and forms
Queued

Finds signup fields and checkout steps

Counts input fields and required steps to identify unnecessary signup or checkout friction.

6
Running UX checks
Queued

Automated checks for common drop-off causes

Evaluates missing image descriptions, confusing button layouts, and mobile usability.

7
Building user journeys
Queued

Simulates visitor paths to find drop-offs

Walks through standard visitor flows to see where users get stuck or leave.

8
Analyzing evidence
Queued

Calculates score from verified data

Assigns scores strictly based on real website evidence, comparing against verified baselines.

9
Generating report
Queued

Produces clear, actionable recommendations

Provides plain-English takeaways and specific suggestions to improve conversion rates.

Built for Accurate Insights

Core Features of ChurnScope

Engineered to replace guesswork with verified website data and clear, actionable improvements.

Automated Rules

Automated UX Checks

Every score and finding is calculated through automated, testable rules—never by asking an AI to guess an arbitrary grade.

  • Signup and checkout form length checks
  • Navigation depth and broken link detection
  • Button contrast and visual clarity audits
  • Missing image labels and accessibility checks
Accurate Scoring

Evidence-Aware Scoring

If full evidence is collected, you get a verified score. If partial data exists, you get a clear warning. If data is insufficient, ChurnScope returns 'Needs More Evidence'—never a guess.

  • Score: X/100 based strictly on verified data
  • Sample baseline comparison (Above / Below)
  • Clear distinction between facts and suggestions
  • Never fills missing data with assumptions
Multi-AI Provider

AI UX Consultant

Ask questions about your audit results. The AI consultant receives only verified facts and measured friction points from your website.

  • Supports Gemini, Claude, and OpenAI
  • Grounded strictly in website evidence
  • Specific copy and design suggestions
  • Plain-English answers to drop-off questions
Continuous Progress

Before & After Tracking

Audit again after deploying fixes to see your score improvement, verify resolved issues, and ensure no new friction was introduced.

  • Score delta tracking (e.g., +14 pts improvement)
  • Resolved vs. new friction comparison
  • Historical audit logs saved locally
  • Clear before-and-after progress reports
Developer & Hackathon Demo: Bright Data Self-HealingLive Simulator

Simulate how ChurnScope detects website HTML layout changes and auto-repairs selectors with zero downtime.

Privacy & Security

Privacy & Security Guaranteed

Diagnose user friction without storing sensitive visitor data or violating compliance.

Temporary In-Memory Processing

Uploaded event files are analyzed in temporary server memory and immediately deleted. We never store your raw user data.

Zero Personal Data Retention

We automatically strip personal identifiers, email addresses, and user IDs before analyzing drop-off patterns.

Server-Side Credential Protection

Bright Data tokens and AI provider keys are securely stored on backend servers and never exposed to the client browser.

Prompt Injection Defense

Scraped website text is strictly quarantined in structured data objects to prevent malicious prompt tampering.

Instant Website Audit

Ready to find out why users leave your website?

Enter your URL to get an automated, fact-checked UX audit in under 60 seconds.

View Audit Report
No signup required Instant automated scoring