AI Fake Filler — Smart Form Autofill for Developers & Testers

#productivity #tooling #testing #ai

TL;DR:
AI Fake Filler is a free Chrome extension that uses AI to auto-fill forms accurately — saving time for developers, testers, and teams working with multilingual or complex input validation forms.

The Problem

If you’ve ever tested a large form with 20–30+ fields — especially in another language (like Japanese) — you know how repetitive and time-consuming it can be.

At our outsourcing team for the Japanese market, we constantly face:

Testers spending too much time entering fake data.
Auto-fill extensions filling irrelevant data (like names into address fields).
Validation errors because of wrong formats (e.g., phone numbers, Furigana fields).
Inaccurate fake data that breaks demo sessions or slows QA cycles.

The Solution: AI Fake Filler

AI Fake Filler is a Chrome extension that leverages AI to understand the context of each field — generating fake but valid and semantically relevant data.

✅ Key Features

💡 Context-aware AI generation — understands labels like “Furigana”, “Phone”, “Email”, etc.
🌏 Multi-language support — not limited to English; works on Japanese and other forms.
⚙️ Validation-safe — fills only valid formats based on input type.
🧩 Works anywhere — from internal QA sites to Google Forms or signup pages.
🆓 100% free to use — no registration required.

🔗 Try it now: AI Fake Filler on Chrome Web Store

Under the Hood (Tech Peek)

(Add from website once available — e.g., OpenAI API, DOM analysis, schema detection, or prompt engineering details.)

Example:

AI Fake Filler analyzes the form’s DOM structure and field labels, then uses a lightweight AI model to infer what type of data belongs there. It adapts dynamically — generating context-aware entries that pass validation checks.

Real-World Impact

In real testing scenarios:

Reduced form-filling time by up to 90%.
Enabled non-native QA teams to test Japanese forms without translation barriers.
Streamlined demo sessions — no more slow manual data entry.

Future Improvements

We’re exploring:

🧠 Fine-tuning AI models for domain-specific data.
🧰 Adding “testing profiles” (e.g., short/long text validation).
⚡ Integrating with Selenium or Playwright pipelines.

Feedback & Contribution

AI Fake Filler started as an internal painkiller — and it’s now free for everyone.
We’d love to hear your feedback, ideas, and real-world cases to improve it further.

👉 Try it out here: AI Fake Filler