Vision-AI Testing

Step 3: Vision-AI Interaction

Once all workflows are ready, Testafly’s Vision-AI executes them one by one - just like thousands of real people using your site.

Unlike code-based test runners, Vision-AI sees your website as humans do.
It clicks, scrolls, types, waits for things to load, reads text, looks at images, and even reasons about prices and totals.

What Vision-AI Actually Tests

As it runs each workflow, Vision-AI automatically validates every step with smart human-like assertions:

• E-commerce / Price & Cart Check
  “Looking for something under $600 … ❌ this one is $689 … ✅ this one is $599 → add 3 bags → cart total expected $1,797 → bug: shows $1,800.”

• Image Consistency
  Booking a flight San Francisco → Barcelona ✈️ – headline says Barcelona ✅ but photo shows Paris ❌ → visual bug caught.

• Smart Calculations
  Hotel suite $299×2 nights = $598 → add $50 tax → should be $648 → ❌ site shows $698 → mismatch bug found.

• Dynamic Form & Checkout Flow
  Fills multi-step forms, validates field logic, tests all payment paths.

• AI-Chatbot Responses
  “Best pizza nearby?” → good answers ✅
  “Vegan options?” → ❌ bot suggests chicken wings → bug flagged.

• UI / UX Visual Integrity
  Poster shows “Avengers” 🎬 but title says “Frozen” ❌ → fixed to match ✅.

Why It’s Different

• Vision-based: detects layout shifts, hidden overlays, broken CTAs, and content mismatches that code tests miss.

• End-to-end & cross-journey: covers checkout, booking, onboarding, search, filters, promotions, chatbots, and more.

• Human-like reasoning: checks numbers, labels, visuals, tone, and flows as a real user would.

By the end of Step 3 you get true user-experience validation at scale - thousands of workflows executed and every visual or functional issue captured with video-proof.