Automated selector repair

Problem Context

Teams use web automation tools to handle critical workflows like order processing or data entry. These tools rely on fixed selectors (e.g., targeting specific pixels or text) to interact with websites. When a company updates its UI, these selectors break, stopping the automation.

Pain Points

Engineers waste weeks manually rewriting code to fix broken selectors. Teams patch problems with complex scripts, creating unmaintainable 'spaghetti code.' Fragile selectors fail silently, causing downtime that disrupts revenue-generating processes like order fulfillment or customer data updates.

Impact

Downtime leads to lost productivity, missed deadlines, and unhappy customers. Critical processes fail, costing revenue. The stress of constant fixes hurts team morale. Competitors using smarter tools gain an edge while outdated automation lags behind.

Urgency

Legacy automation can’t keep up with modern web apps. The longer teams wait to modernize, the harder it becomes. Fast-changing industries like e-commerce, banking, and SaaS face this daily, making it a high-priority issue for engineering leaders.

Target Audience

E-commerce teams processing orders, banking teams handling transactions, SaaS companies managing customer data, and QA teams running automated tests all struggle with this. Even small businesses hit these problems when their simple workflows break due to UI updates.

Solution Approach

AutoFix Selectors is a browser extension + cloud dashboard that automatically detects and repairs broken web automation selectors in real time. It learns from UI changes to prevent future breaks, reducing manual fixes to near zero. Teams install it once and forget it—no more spaghetti code or emergency rewrites.

Key Features

1. Real-Time Change Detection: Monitors websites for UI updates and adjusts selectors before they break.
2. Spaghetti Code Cleanup: Analyzes and simplifies over-engineered scripts, making them easier to maintain.
3. Cloud Dashboard: Shows automation health, failure alerts, and repair history—no dev skills needed.

User Experience

Teams install the browser extension in minutes. The tool runs silently in the background, fixing broken selectors automatically. Engineers get alerts only for critical issues, freeing them to focus on new features. The dashboard gives non-technical stakeholders visibility into automation reliability.

Differentiation

Unlike manual fixes or complex scripts, AutoFix Selectors prevents breaks before they happen. It’s lighter than enterprise tools but more reliable than open-source alternatives. The proprietary selector repair algorithm adapts to common UI patterns, reducing false positives.

Scalability

Starts with a single seat for small teams, then scales to enterprise with seat-based pricing. Adds features like team collaboration, audit logs, and API access as users grow. Integrates with existing automation tools (e.g., Selenium, Playwright) without requiring rewrites.

Expected Impact

Teams save weeks of manual fixes annually. Downtime drops to near zero, protecting revenue. Engineers spend less time on break-fix and more on innovation. The tool pays for itself in the first month by avoiding a single major outage.