We Proved LLM SEO is Real

A single PR got our product to rank #1 in Claude Code searches.

The Problem

We searched Claude Code for "best [category] tools" and got a recommendation list from a GitHub repository. Our product wasn't on it. Neither were most of our competitors.

The LLM was pulling its recommendations directly from indexed sources — GitHub repos, documentation sites, and community-curated lists. Traditional SEO didn't matter here.

The Experiment

We submitted a pull request adding our product to that GitHub repository. Legitimate addition — relevant to the category, with accurate descriptions.

Day 1 Submitted PR to the repository
Day 1 PR merged by maintainer
Day 2 Re-ran the same search query

The Result

Our product ranked #1.

The same query that previously returned a list without us now featured our product at the top. Claude was recommending us because we were now in the source it trusted.

What This Means

1
LLMs pull from indexed sources
GitHub repos, documentation, community lists, and authoritative content they were trained on or can access.
2
Inclusion = ranking boost
It's not about keywords or backlinks. It's about being present in the right places.
3
The effect is fast
Unlike traditional SEO which takes months, LLM SEO can have immediate impact.
4
You can track this
That's why we built Hive Rank. To see exactly where you rank and how it changes.

See Where You Rank

Curious if your product shows up in AI searches? Get a free audit.

Get your free LLM SEO audit →

Try It Yourself

  1. 1 Install Hive Rank and opt into the network
  2. 2 Search for something relevant in Claude Code
  3. 3 Check your rankings in the dashboard
  4. 4 Contribute to a relevant repo or documentation
  5. 5 Search again and watch your rankings change
Get started → View dashboard

The Bigger Picture

LLM SEO is a new discipline. Traditional optimization focused on keywords, backlinks, and technical factors. LLM optimization is about being present in authoritative sources that AI models trust.

The companies that figure this out first will have a significant advantage. When developers ask Claude Code "what's the best tool for X?" — you want to be the answer.