Topic evidence page

Prompt reconstruction

Source-backed creator statements and evidence excerpts related to Prompt reconstruction.

1public insight cards
1source records
1creators

Top Creators

Public Insight Cards

These are deterministic, source-backed cards from the offline export. They are not live AI answers.

Recreating the customer's ChatGPT prompt can help identify why a brand was recommended and which sources influenced the answer.

@@tjrobertson52 · asserts

In the last week, I've had several clients tell me that they got their first customer from ChatGPT and it's always so fun when that happens. Most of the clients I work with make a thousands of dollars for every customer they get so it's a big deal. But honestly, in most cases, it's probably not the first customer they got from ChatGPT. It's just the first...

Open

Related Source Records

My clients are getting customers from ChatGPT and we're reverse-engineering why 🔍 Only 2% of...

@@tjrobertson52 · 2025-10-27

In the last week, I've had several clients tell me that they got their first customer from ChatGPT and it's always so fun when that happens. Most of the clients I work with make a thousands of dollars for every customer they get so it's a big deal. But honestly, in most cases, it's probably not the first customer they got from ChatGPT. It's just the first...

Open

Evidence Passages

In the last week, I've had several clients tell me that they got their first customer from ChatGPT and it's always so fun when that happens. Most of the clients I work with make a thousands of dollars for every customer they get so it's a big deal. But honestly, in most cases, it's probably not the first customer they got from ChatGPT. It's just the first customer that told them they found them on ChatGPT. And when the customer is willing to tell them what they type in the ChatGPT, the most fun part is to go bac...
stment in AEO, but I would guess it's something like 2%. There's really not a lot of direct competition right now but I think it's safe to say that in the next few years that's gonna change very quickly. So I can completely understand why someone might want to wait until more people are using large language models to find businesses or wait until best practices have emerged. Just know that that's what all your competitors are waiting for too. I wouldn't be surprised if that 2% grew to 50% within the next few yea...