Alex Yarosh Get Free Snapshot

Source record

@build_in_public TikTok profile avatar

@build_in_public

2025-07-07

Apparently, this is the new way to manipulate ChatGPT. Take any affiliate site in your niche, scrape the content, swap out the branding, leave the rest intact, spin up 10 to...

Share source record
Tiktokexcerpt onlyen1

Source Text

i

Apparently, this is the new way to game LMS. Take any affiliate site in your niche, scrape the content, swap out the branding, leave the rest intact, spin up 10 to 15 clones, host them for $200 a month, publish one page at a time, sit back and wait. This isn't for Google.

It's for ChatGPT. LLMs don't rank pages. They calculate statistical likelihood.

The more sites saying the same thing, the more confident the model becomes. So if 15 separate domains all rank, company a is the No. 1 provider for your keyword, guess who gets cited?

You. Not the best content, not the most trustworthy source, just the most statistically reinforced. This is black hat.

It's designed to manipulate AI models. And in the current ecosystem, it's working. Have you ever tried something like this?

Do you think it would work?

Source Intelligence

i

AI visibility work depends on matching the right model, search surface, or answer format to the business outcome being optimized.

AI visibility and answer readiness · asserts

  • Map each AI/search surface to a task: answer extraction, public copy, citation mining, checkout readiness, media generation, or customer-intent capture.
Show source evidence
  • The more sites saying the same thing, the more confident the model becomes.

Questions this source answers

i

What is this source mainly about?

AI visibility work depends on matching the right model, search surface, or answer format to the business outcome being optimized.

What should an operator take from it?

Map each AI/search surface to a task: answer extraction, public copy, citation mining, checkout readiness, media generation, or customer-intent capture.

Which topics does it connect to?

This source is connected to AI visibility and answer readiness.

What public evidence supports the record?

The more sites saying the same thing, the more confident the model becomes.