When ChatGPT Talks, Do They Mention Your Brand?

Discover how brands can measure and influence mentions in ChatGPT, Gemini and other LLMs. Learn Anvil’s playbook for getting cited using targeted Reddit, Wikipedia and content strategies.

David Stepania
03 Oct 2025
6
min read

Welcome to Homebase AI - A weekly newsletter where we share our interviews with founders & leaders building next-gen AI companies and curate interesting news, insights & trends in the AI space for our community members.

What’s on tap today:

  • Podcast

  • Our interview with Barak Ben

  • Weekly Headline Recap

  • What's trending in AI this week

  • Community Update

  • How Homebase Helps You

🎙️ This Week’s Interview

AI Founder Story

Building Brand Visibility for the LLM Era

Quick Background

What happens when Google traffic plummets, AI dominates search, and traditional SEO can’t keep up? This was the burning question for Barak Ben Noon, veteran software engineer (ex-Google, BlackRock), who, together with Daniel Siryakov, set out to give brands the missing keys to LLM visibility.

Why LLM Visibility Now?

Every CMO fears a blind spot: 80%+ of searches today are “zero-click” — users get answers, but brands don’t even know they’ve been mentioned. With ChatGPT, Gemini, Claude, and others leading the new search paradigm, most brands have no way to measure, influence, or optimize what LLMs are saying about them.

The Anvil Playbook

Barak’s answer: Anvil — a suite that lets teams monitor brand mentions in LLMs, benchmark against competitors, and orchestrate content strategies tailored for this new kind of “search engine.” Reddit and Wikipedia become more than forums: they’re strategic battlegrounds where small brands can outsmart giants, if they know exactly where to strike.

Key Achievements & Insights:

The Problem Today →

Most companies are invisible at the very moment AI models answer their customers’ questions. Brands don’t know when or why they appear in ChatGPT or Gemini responses — or, worse, why their competitors do instead.

The Breakthrough →

Anvil flips this script: it scans millions of LLM queries, shows which brands are getting cited, and reveals the precise posts or wiki pages driving those citations. Suddenly, influence is measurable. Small “golden eggs” — one post, one wiki edit — can level the playing field against massive competitors.

The Proof Story →

Barak shared how one client leapt from a 1% to 10% LLM mention rate in weeks by fine-tuning content and targeting authors whose blogs influence AI answers. Anvil made those invisible levers visible — and actionable.

The Big Example →

Forget buying 100K backlinks; now, strategic Reddit and Wikipedia engagement can sling a niche player past household names in AI-generated recommendations. Classic SEO rules—volume and backlinks—are no longer king; high authority, quality, and true expertise win the LLM game.

Why It Matters

In a world where your product is invisible unless an AI says your name, Anvil promises that influence is no longer a black box reserved for the biggest budgets. Every product team gains an edge in LLM visibility, armed with data and strategy, not guesses.

Watch the full interview below! 👇