Introducing Intent-Aware Test Generation & Coverage Recommendations

Testing a shopping site and a blog are fundamentally different. We built intent-aware test generation that understands what your website IS and generates tests based on what real users would actually do.

The Problem

Our AI test generator was element-driven — it found buttons and links, then generated generic tests. Technically correct but missing the point.

✗ Before

Click button → assert visible
Fill form → assert exists
Click link → assert heading

✓ After

Add to cart → verify badge count
Change quantity → verify subtotal
Submit comment → verify it appears

The 4-Pass Pipeline

🔍

Pass 0

Classify

Detect site type

📝

Pass 1

Plan

Intent scenarios

🤖

Pass 2

AI Write

Playwright steps

✅

Pass 3

Validate

Fix selectors

Site Classification

After every crawl, we automatically detect your website type using URL patterns, button text, form types, and API endpoints.

🛒

E-commerce

Cart, checkout, products

📝

Blog / Content

Articles, comments, posts

💻

SaaS / Dashboard

CRUD, settings, users

👥

Social

Feed, likes, follows

✈️

Booking / Travel

Dates, reservations

🚀

Marketing

CTAs, pricing, demos

📌 Where to find it: Project → Settings → AI Configuration

Coverage Recommendations

After each crawl, we compare what was found vs. what a typical site of your type should have.

77%

Coverage Score

E-commerce • 29 pages • 1382 states

✓ Covered

Product pages Add to Cart Cart Checkout Search Categories Login

⚠ Missing

Reviews (low) Wishlist (low)

📌 Where to find it: Project → Recommendations tab • Crawl → Recommendations tab

Other Improvements

🎯

Stable Selectors

data-testid and aria-label over brittle nth-of-type

🔄

Dynamic Auto-Fix

Cart badges use partial-match selectors automatically

🔓

Robots.txt Disabled

Testing tools crawl freely by default

🗃

Deduplication

Same page with different query params = one test suite

How to Use It

Crawl your site — classification happens automatically

Check detected type — Project → Settings → AI Configuration

View recommendations — Project → Recommendations tab

Run tests — they now match real user behavior

Start a Crawl →