This content originally appeared on DEV Community and was authored by PiPyL
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
This content originally appeared on DEV Community and was authored by PiPyL
PiPyL | Sciencx (2025-11-02T09:11:08+00:00) AI Fake Filler — Smart Form Autofill for Developers & Testers. Retrieved from https://www.scien.cx/2025/11/02/ai-fake-filler-smart-form-autofill-for-developers-testers-2/
Please log in to upload a file.
There are no updates yet.
Click the Upload button above to add an update.