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@build_in_public

2026-06-27

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

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Reddit suspensions are going crazy. The theory is there's a behind the scenes update where Reddit implemented some automated filters to combat spam, but it's hitting really hard. Here's Reddit's auto mods blocking spam.

This is what people don't realize. Reddit is the second most clicked site in Google. It is abused non stop.

If you Google best Austin plumber, what do you see below the map right here? Reddit plumber recommendations. Here's another Reddit thread.

It's crazy. You can bet this influences AI too. Reddit discussions are constantly cited by ChatGPT, by Gemini, by all the major LLMs.

People have gone hard trying to game Reddit. This is the result. But if you do want to game Reddit, make sure your keyword is at the beginning of your post title.

Source Intelligence

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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.

Questions this source answers

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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?

Reddit discussions are constantly cited by ChatGPT, by Gemini, by all the major LLMs.