Reader
The reader is not a finance analyst. They are an AI tool user, founder, operator, developer, investor, or curious builder who wants to understand why a popular AI/product company is valuable.
They do not want a generic company profile. They want the answer to one question:
This product looks hot. Where is the actual business?
House Style
- Chinese main body. English product names and pricing terms are fine.
- Start with a sharp thesis, not background.
- Write like a teardown, not a school report.
- Keep paragraphs short.
- Prefer concrete business mechanisms over abstract labels.
- Use
[VERIFIED:url],[INFERRED], and[MISSING]visibly. - Make missing data a feature of the article, not an apology.
- OpenBusiness appears near the end as the method/tool behind this kind of analysis.
Article Shape
- Title
- AI123Box metadata
- Opening hook: why this company is misunderstood
- One-sentence thesis
- How it makes money
- The business model in one table
- What we know, what we infer, what is missing
- Stress test
- OpenBusiness CTA
CTA Rule
Bad CTA:
OpenBusiness is great. Please star us.
Good CTA:
The point of this teardown is not to sound certain. It is to separate public facts from business assumptions. OpenBusiness is built to generate exactly this kind of evidence-labeled Markdown report.
Quality Bar
Before publishing, check:
- Would a reader understand the business without knowing the company?
- Is the first paragraph strong enough to keep reading?
- Does each verified claim have a source URL?
- Are private metrics marked missing instead of guessed?
- Does the OpenBusiness mention feel earned?
- Could this headline work as a search query?