ABOUT US

Why we built 25 playful AI labs, how we approach viral storytelling, and what each experience unlocks for creators.

What is AI Viral Test Lab?

AI Viral Test Lab is a bundle of 25 hyper-shareable AI experiences: Toxic Score, Red Flag Radar, Crush Text Analyzer, Edge-Lord Index, and more. Each lab accepts a tiny prompt (name, situation, chat snippet) then renders a 1080x1350 card with QR, ShareCopy suggestions, and Save-ready PNGs.

Our entire design language is tuned for social screenshots — bold typography, neon gradients, and combo prompts that nudge friends toward the next lab.

How the credit system works

5 free credits drop every UTC midnight so casual users can play daily.
Sharing a result adds +3 credits (capped at +9) because viral growth should literally refill the meter.
Boost packs (5 / 10 / 20 / 50 credits) are staged for launch; credits never expire once deposited.
Credits are tracked per device client_id with IP as the fallback so roommates can each run their own meter.

Paid recharge will reopen as soon as our new payment checkout is cleared. Until then, daily freebies + share bonuses fuel the lab.

Why we rate limit

Viral surges kill small projects. Credits + device IDs throttle expensive generations, while a lightweight anti-bot quiz and global caps keep the LLM spend sane. The goal is to stay login-free without letting abuse knock the lab offline.

What makes a lab viral for us?

Speed. Input → card in ~1.3 seconds with a branded loading stage, so users feel hype before the reveal.
Clarity. Results are always 1080x1350, bold typography + 2 lines of copy + meta tags so screenshots read instantly.
Replay. Each lab suggests next combos and generates ShareCopy variations to keep threads going.
Community. Credit rewards incentivize sharing in group chats, Discords, and short-form video captions.

Roadmap highlights

Switch the paid credit checkout back on as soon as compliance clears.
Expose heat telemetry and share logs in a lightweight creator dashboard.
Ship duo-labs and localization packs (ES / PT) for cross-market creators.

Press & partnerships

Need a white-label lab, brand integration, or bulk credit invoice? Email support@aiviraltestlab.com and we reply within 1–2 business days.