Red flag explained · Traffic and platforms
Content described as AI-generated or programmatic
Short answer: If the listing says the content is AI-generated, written with an AI tool or built with programmatic SEO, a competitor can produce the same pages quickly, and search updates have repeatedly cut traffic to sites like this. That is not a problem in itself, but it changes what you are buying. Ask what share was written or edited by a person and what the site has that cannot be generated.
When the checker raises it
Raised as medium severity when the listing text says the content is AI-generated, AI-written or created with an AI tool, or describes programmatic or auto-generated pages. High severity when the business is also under 12 months old.
Why it matters
What you pay for in a content site is traffic that keeps coming. Pages that anyone can generate in bulk are a weak reason for that traffic to last.
On a site under a year old, there has not been time to show that the pages survive search updates.
A worked example
Composite example, not a real listing
Asking price: $18,000
Average monthly revenue: $800
Average monthly profit: $700
Business age: 8 months
Owner hours: 2 hours per week
Traffic or revenue sources typed in: Organic search 90%, Direct 10%.
What the red-flag checker returns: payback of 25.7 months on average monthly profit, and this flag:
High Content described as AI-generated or programmatic on a site under 12 months old
Content that software can produce in bulk is easy for anyone to copy, and search engines have repeatedly cut traffic to such sites.
Ask: What share of pages was written or edited by a person, what does the site have that a competitor could not generate in a week, and how did traffic move through recent search updates?
The same example also raises: Organic search is about 90% of traffic, Only income source on a young site: display advertising, About 8 months of history, No connected data source mentioned, Concentration not disclosed.
What to check
- Ask what share of pages was written or edited by a person.
- Ask for Search Console clicks month by month, through recent search updates.
- Ask what the site has that a competitor could not generate in a week: data, an audience, links, a brand.
Questions to send the seller
- What share of pages was written or edited by a person, what does the site have that a competitor could not generate in a week, and how did traffic move through recent search updates?
Related flags
Useful next
- Is this listing an AI-built site?
- Free red-flag checker: paste a listing and see which flags it raises.
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The checker is a set of plain rules, not an AI model, and its flags are prompts for questions, not verdicts. Composite examples are invented. Informational screening only, not investment, legal or tax advice.