AI Web Automation · Cross-browser · Self-healing

AI Web Automation for Reliable Browser Testing

Automate browser testing for web apps with smart automation that handles UI changes, layout shifts, and logic rewrites. Keep test suites stable, coverage high, and delivery fast, even when your interface evolves.

Chrome · Firefox · Edge · Safari Self-healing locators SOC 2 Type II
Trusted by leading engineering & QA teams
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Always on

Browser Tests That Heal Themselves While You Sleep

ContextQA works like a QA engineer that never clocks out. It watches your application, repairs broken selectors the moment the UI shifts, and reruns affected flows so your suite stays green. Your team ships through fast product updates without babysitting brittle scripts.

The problem

Why Web Automation Breaks in Most Teams

Traditional browser automation is brittle by design. One small UI change can turn a green suite red overnight.

Built for the real web

Stable Across Every Surface

One automation engine that adapts to the parts of the web that break brittle scripts: dynamic UIs, APIs, and stateful journeys.

Cross-browser UI
Stable runs across Chrome, Firefox, Edge, Safari, and Chromium variations, with locators that repair themselves when the DOM shifts.
API and UI combined
API calls prepare data or clean up state so flows start from a known point, removing a common source of flaky browser tests.
State-aware journeys
Tests adjust to conditional paths, user states, and multi-step inputs, including authenticated sessions, cookies, and storage.
Capabilities

What ContextQA Automates on the Web

From locator repair to full regression coverage, ContextQA handles the work that slows browser testing down.

Locator repair

ContextQA updates selectors with high accuracy so teams avoid rewriting tests after UI updates.

Cross-browser automation

Stable runs across Chrome, Firefox, Edge, Safari, and Chromium variations.

State-aware flows

Tests adjust to conditional paths, user states, and multi-step inputs.

API and UI combined

API calls prepare data or clean up state to reduce brittle flows and keep runs reliable.

Failure clarity

Runs include notes that show what failed, where, and why. This shortens triage and keeps teams moving.

High coverage for regression

Runs cover long flows across checkout, onboarding, admin, Salesforce records, payments, dashboards, and more.

In action

Web Automation, Working in Real Time

Watch how ContextQA writes, heals, and runs your browser suite, live.

Chrome Firefox Edge Safari
01

AI-generated browser tests

Scanning checkout flow...

Point ContextQA at any flow and it reads your app, design specs, and tickets, then writes a stable browser suite covering happy paths, edge cases, and failure states without manual scripting.

02

Automatic locator repair

patch: heal selector drift in auth.spec #324
Healing
Fixes merged

Flaky tests are a productivity black hole. When selectors change and the DOM shifts, ContextQA repairs broken locators on the fly and logs every fix. Your suite stays green without anyone babysitting it.

03

Cross-browser, in parallel

Test matrix · running in parallel main
Chrome 122
macOS 14
Safari 17
macOS 14
Edge 121
Windows 11
Firefox 124
Ubuntu 22
Safari
iPhone 15 · iOS 17
Chrome
Pixel 8 · Android 14
Pipeline green · merged to main

Chrome, Firefox, Edge, Safari. Your tests run in parallel across every browser and device, and plug straight into Jenkins, GitHub Actions, GitLab, or CircleCI, so every merge ships verified without maintaining separate suites.

04

Failure clarity, not log spelunking

Running test via MCP...

No more reading raw logs. Every failure comes back with the cause, the step that broke, and the surrounding detail, so triage takes minutes instead of hours, in your IDE or your pipeline.

Features

ContextQA Web Automation Testing Features

Every capability maps to a concrete outcome for your browser test suite.

The workflow

How Automated Web Testing Works With ContextQA

A closed loop that creates, runs, diagnoses, repairs, and improves your browser suite on every release.

Under the hood

Technical Capabilities

Built to handle modern front-end stacks and the messy realities of production web apps.

Modern frameworks

Works with React, Angular, Vue, and Svelte out of the box.

Shadow DOM

Resolves elements inside shadow DOM that break standard selectors.

Iframes and nested frames

Handles iframes and deeply nested frames without manual context switching.

Authenticated sessions

Supports storage, cookies, and authenticated sessions across runs.

CI/CD integrations

Works with Jenkins, GitHub Actions, GitLab, and CircleCI.

Run logs and replay

Includes run logs, replay, reports, and stability metrics.

Explore more

The Complete AI Toolkit for Modern Testing

Each capability works in sync through agentic reasoning. AI agents test and repair with steady precision at scale.

FAQs

Our Customers Also Ask

AI web automation uses machine learning to run and maintain browser tests without manual scripting. It monitors UI changes, updates locators, repairs broken steps, and keeps tests running through fast product updates. Teams get predictable results across browsers without spending hours rewriting brittle scripts.
Traditional automation relies on fixed selectors and scripts that break when the UI changes. AI web automation understands the page, repairs locators on the fly, and adapts to layout shifts and new flows. The result is a lower flake rate, far less maintenance, and stable coverage even when your interface evolves.
ContextQA runs across Chrome, Firefox, Edge, Safari, and Chromium variations, and works with React, Angular, Vue, and Svelte. It covers shadow DOM, iframes and nested frames, and authenticated sessions using storage and cookies, then plugs into Jenkins, GitHub Actions, GitLab, and CircleCI.
They track element changes, layout shifts, and workflow updates, then apply repairs without human input. This cuts the time teams spend fixing broken tests and removes long debugging cycles. In many cases maintenance drops by more than half once the system learns patterns from each application.
No. It removes the repetitive work that drains time from testing teams. Engineers spend less time fixing broken scripts and more time on test design, analysis, and coverage planning. The tool handles upkeep while teams stay focused on higher-value testing.
Yes. ContextQA supports large multi-step flows, conditional logic, and heavy front-end frameworks, including enterprise systems like Salesforce. It learns from repeated behaviour in the browser and stays stable even when teams ship frequent UI updates, which makes it suitable for enterprise products with constant change.

Testing Built to Stay Future-Proof

Keep every release on track with web automation that stays stable as your product grows. ContextQA stabilises testing, cuts maintenance, and gives teams reliable results on every run.