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Daniel Dong
Daniel Dong

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I stopped asking people to sign up for my API. I asked them to try it instead.

I stopped asking people to sign up for my API. I asked them to try it instead.

One sentence. One button. One page. That change moved every metric I care about.

Before: Sign up first

Landing page → "Get Started Free" → Email → Password →
Verify inbox → 6-digit code → API key → Dashboard
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Six steps before the developer feels a single token of value.
68% of people who registered never sent an API request. Not because
the API was bad. Because the gap between "I have an account" and
"I just made it do something" was a chasm.

After: Try first

Landing page → "Try Playground →" → Pick a model → Type a prompt →
Response in 800ms → "Want your own key? One click →"
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No email. No password. No verification. No dashboard you don't know
how to use. Just a text box and a Send button.

When they like what they see, GitHub OAuth gets them a key in five
seconds. When they register, an onboarding page hands them their key,
a curl command, and Python SDK code — all copyable — before they
ever see the dashboard.

What changed

Metric Before After
Registration → first API call 32% 35% (and climbing)
Visitor → registration 2.5% 19%
Dormant users (0 tokens) 68% 65%
Bot verification requests 2,600/day 0
Pages surfacing value 3 6

The dormant user number is the one I'm watching most closely. 65% is
still too high. But it moved. Three percentage points after deploying
the onboarding page. The prompt library was the next push — 24
ready-to-use prompts organized by task, each one showing which model
to use and pre-filling the playground in one click.

What I built to support this

The playground — 15 models, 10 free requests/day, no login. If
you use it and walk away, that's fine. If you use it and want more,
registration is one click. Not a form. Not a funnel. An invitation.

The onboarding page — after login, you see your API key, a curl
command you can paste immediately, and Python SDK code. Copy, paste,
run. 30 seconds to first response. No docs. No guesswork.

The prompt library — 24 prompts. Six categories. "Find bugs in this
code → Kimi K3." "Translate to Chinese → Qwen Max." "Write unit tests
→ DeepSeek." Every card has a "Try in Playground" button that fills
the model, system prompt, and message in one click.

The dashboard — not just numbers. A usage bar that escalates.
Polite below 50%. Orange at 80%. Red and flashing at 90% with a
full-width upgrade button. You notice it exactly when you need to act.

The anti-bot layer — 5 lines of in-memory rate limiting took
verification endpoint abuse from 2,600 requests/day to zero. Not a
feature users see, but one they benefit from every time the server
responds quickly.

The model powering it

One import openai. One endpoint. 15 Chinese AI models.

import openai
client = openai.OpenAI(
    api_key="mb-xxx",
    base_url="https://aibridge-api.com/v1"
)
client.chat.completions.create(model="kimi-k3", messages=messages)
client.chat.completions.create(model="deepseek-chat", messages=messages)
client.chat.completions.create(model="qwen-max", messages=messages)
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K3: 1M context, always reasoning. DeepSeek: $0.27/M, fast and cheap.
Qwen: multilingual. GLM-4 Plus: complex Chinese reasoning. Same SDK.
Same response format. Change one string to switch models.

The principle

Every page in my product answers exactly one question:

Landing     → "What is this?"
Playground  → "Can I try it?"
Onboarding  → "How do I start?"
Dashboard   → "How much have I used?"
Prompts     → "What should I ask?"
Pricing     → "What does it cost?"
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If a page answers zero questions, it doesn't exist. If it answers two,
I split it. Users don't read — they scan for the one thing they need.

Free tier: 500K tokens/month. No credit card.

aibridge-api.com/playground.html (try all 15 models, no signup)
aibridge-api.com/prompts.html (24 prompts, no signup needed)

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