Here's something that should terrify every agency owner:
A potential client opens ChatGPT and types: "I need a WordPress developer for my healthcare startup. Who should I hire?"
ChatGPT recommends three agencies. Yours isn't one of them.
You've spent $50K on SEO. Your site ranks #1 for "WordPress development agency." You have 47 five-star reviews on Clutch.
But you don't exist in the AI recommendation layer.
This is happening right now. And the agencies that figure out AI visibility will own the next decade. Those that don't will compete for the shrinking pool of clients who still use Google.
Why Traditional SEO Doesn't Matter to LLMs
ChatGPT, Claude, and Gemini don't crawl your website and check your keyword density. They don't count your backlinks.
They care about one thing: real online activity around your brand.
Specifically:
- Reddit threads where people recommend you
- GitHub repos where your code is referenced
- Technical discussions where your expertise appears
- Industry conversations where your agency is mentioned as a solution
When someone asks an LLM for a web agency recommendation, it doesn't search Google. It pattern-matches against the brands that have authentic presence in the training data—and the conversations happening right now.
The Reddit-to-LLM Citation Flow
Here's the part most agencies miss: LLMs weight Reddit heavily.
Why? Because Reddit has authentic, unfiltered discussions about specific problems and solutions. A thread in r/webdev or r/WordPress with 50 comments about "who handled our migration" carries more signal than your polished case study.
The flow works like this:
- Someone asks: "Need a Shopify developer who understands checkout optimization for high-AOV brands"
- Reddit responds: Multiple people mention agencies they've actually worked with, including specific details about the engagement
- LLM ingests: This conversation becomes part of the training data (or RAG context)
- Future query: "Who's good at Shopify checkout optimization?" → Your agency surfaces
The key insight: LLMs don't recommend agencies with the best websites. They recommend agencies with the most authentic, specific mentions in problem-solution contexts.
The 4-Phase Process for AI Visibility
Phase 1: Audit Your AI Competitors
Before you build presence, understand who's winning. Run queries like:
- "Best WordPress agency for healthcare"
- "Drupal developers who understand HIPAA"
- "Shopify experts for subscription businesses"
Note which agencies appear. These aren't necessarily the biggest—they're the most cited in AI-accessible sources.
Phase 2: Authentic Presence in Target Conversations
You need 2-3 relevant mentions per day in conversations where your ideal client is asking for recommendations.
This isn't spam. This is:
- Answering technical questions with genuine expertise
- Mentioning your agency only when directly relevant
- Contributing context that helps the asker make a decision
Reddit, Stack Overflow, GitHub Discussions, Indie Hackers—wherever your clients hang out.
Phase 3: Expand Platform Presence
LLMs trust brands that appear across multiple platforms. If you're only on Reddit, you have a single data point. If you're on Reddit, GitHub, Twitter/X, LinkedIn, and specialized forums, the pattern-matching confidence increases.
3-4 platforms minimum. Each should show authentic engagement, not just promotional posts.
Phase 4: Monitor and Iterate
Track when your agency starts appearing in LLM recommendations. This is your new north star metric—not search rankings, but AI citations.
What This Looks Like in Practice
Instead of: Publishing another generic blog post about "10 Web Design Trends"
Do this: Answer a specific Reddit question: "Migrating from WooCommerce to Shopify Plus—what should I watch out for?" with detailed, experience-backed guidance. When relevant, mention: "We handled a similar migration for a $5M health brand last quarter. Happy to share what we learned."
The result: That thread becomes training data. Future queries about "Shopify Plus migration agencies" have a chance of surfacing your specific mention.
The difference: One is content marketing. The other is authentic expertise that LLMs can cite.
Why This Works (And Why It's Hard)
Most agencies won't do this because:
- It requires genuine expertise contribution — You can't outsource generic responses
- It takes 3-6 months to see results — LLMs don't update in real-time
- It's unmeasurable in traditional metrics — No "AI citations" dashboard (yet)
But the agencies that commit early will build an invisible moat. When a prospect asks ChatGPT for recommendations, your agency will be the answer—not because you gamed the system, but because you contributed real value where LLMs learn.
Getting Started: Three Actions This Week
1. Identify your high-value query patterns
What specific questions do your best clients ask before they find you? "WordPress agency" is too broad. "Agency that understands headless WordPress for media companies" is specific enough to win.
2. Find the conversations happening now
Search Reddit, Stack Overflow, industry forums for those exact queries. Where are people asking?
3. Contribute, don't pitch
Answer with genuine expertise. Mention your agency only when it's the honest, relevant response. Be the person who knows the answer—not the person who shows up to sell.
AI visibility isn't about advertising spend. It's about authentic presence in the conversations where AI learns.
The agencies that build this presence now will be the default recommendations for the next decade.
Adapted from: "How to get your company mentioned by ChatGPT" by Timo Guylian.