SGE Logo

LLM-as-a-(third-party-authority-and-)social-proof

You’ve probably noticed that you, and most of us (everyone), tend to treat LLM answers as more “authoritative” than othe…
SGE Team
LLM-as-a-(third-party-authority-and-)social-proof

You’ve probably noticed that you, and most of us (everyone), tend to treat LLM answers as more “authoritative” than other search alternatives.

It’s hard to explain, but there’s usually less verification/fact-checking of the information coming from them.

So, one “LLM” – foundational modal or one of its incarnation – is seen as a “neutral” third party, if not direct social proof.

That’s something we, as marketers, can exploit.

On X, for instance, the new Grok bot acts as a “What’s the app” responder, but better, since the answer comes from an LLM.

A good recent example is Maria’s post:

She baits people into asking “What’s the app?” exactly like it’s done on TikTok (same algorithmic social logic, same strategies).

Except now you don’t even have to answer—LLM-as-a-(third-party-authority-and-)social-proof does the work for you.

You could even trigger the @grok “What’s the app” comment yourself.

That’s a simple and straightforward strategy that can be used anywhere LLM output is visible, allowing you to use it as a way to delegate authority.

Premium preview

All You Need to Go Viral

Pro View

Your growth strategy command center

Detailed Analysis

Advanced viral breakdowns

Hundreds of Apps

Competitors & viral formats

Newcomers

Early access to rising stars

Opinions

Deep dives from growth hackers

1000s of Accounts

Competitive analysis database

The Growth Lab

Exclusive newsletter and live events

Niche-Specific Growth Guides

Delivered every month

Cancel anytime.