Product Market Fit

Product Market Fit

AI Agent Templates

Marketing agents for LLMs

How to show up in LLMs' answers without spending a dollar on ads

Guillermo Flor's avatar
Guillermo Flor
Apr 23, 2026
∙ Paid

Organic traffic to B2B software sites is down 30-50% year over year across most categories.

LLM-referred sessions, the visits that land on your site from a ChatGPT, Claude, or Perplexity answer, have grown by an order of magnitude over the same period. The variable that actually moves the number is whether an LLM can pull a quotable sentence from your page in the three seconds it scans it.

LLMs don’t rank pages, they cite sources.

📚 By the end of this guide you’ll have a working GEO system: a set of Claude Projects that audit where you currently show up in LLM answers, produce content built to get quoted, retrofit the pages you already have, generate a Reddit presence that compounds into your pretrained visibility, and tell you every Monday whether you’re gaining or losing ground in the answer layer.

A quick note on scope. There’s a separate newsletter in this series on rebuilding your SEO strategy inside Claude. This one is the layer above: getting cited by the LLMs that are absorbing the clicks SEO used to earn. You can run GEO as a standalone play, or stack it on top of the SEO system if you already have one.


Inside you will find:

  1. How LLMs Actually Decide Who to Cite

  2. The 6 Strategies to Run GEO on Claude

    1. Prompt Taxonomy

    2. Citation Audit

    3. Answer-First Content

    4. Page Upgrade

    5. Reddit Presence

    6. Technical Setup

  3. How to Track Your Citations Without Paying for Expensive Tools

  4. The CLAUDE.md That Ties the Whole System Together


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👋 Just a quick note before you continue!

Building great AI systems and agents is quickly becoming one of the most important advantages a startup can have. So we’ve been building non-stop and this will become a much bigger part of PMF going forward.

From now on, as a premium subscriber, you’ll get access not just to the best resources on fundraising and growth (160+ Playbooks, 65+ Success Stories, 30+ Pitch Deck Collections, 25+ Investor Resources), but also:

  • 🤖 3+ New AI agent Templates Every Week

  • 📚 A Growing Library of 20+ AI Agents

Here, few examples:

  • The McKinsey Slide Playbook for Claude

  • Claude x Clay Playbook

  • The Ultimate Guide to Building Skills for Claude

  • Claude For Finance: The CompIete Guide

  • The Claude Playbook for Reddit Prospecting

  • Claude for AI SDR: The Complete Guide

  • Linkedin X Claude Agent Playbook

  • The Claude Code Founder Guide

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1. How LLMs Actually Decide Who to Cite

The mental shift is this. Search engines rank pages. LLMs quote passages.

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