I made an LLM visibility tool that doesn't suck

LLM Eagle is an AI visibility optimization tool for SaaS, built for developers and indie hackers.

Why This Problem

I took on this project not just because:

• The GEO (Generative Engine Optimization) industry is booming
• VCs are funding similar startups
• The idea is validated
• Product-market fit is proven

But it's also because I am genuinely excited for this under-explored opportunity.

The Tech Stack

I used:

• React with Remix/React Router V7
• TypeScript
• Tailwind with DaisyUI (I discovered DaisyUI and fell in love)
• PostgreSQL with Neon

From Simple to Unavoidably Complete

It started with a simple plan: a rudimentary, minimally viable program that provided a basic GEO report once you entered your domain.
Nothing too shiny, just something that works.

However, as is often the case with MVPs, I kept building.

I fell into the "feature creep" trap - continuously iterating without feedback, stuck in an endless cycle of building and repeating.
Multiple buronouts, sleepless nights, headaches, mindlessly coding and adding features.

This time however, I didn't regret the cycle as much as I usually would. Because that extra work resulted in a more complete product that is actually useful. Since I knew the idea was already validated, I was comfortable putting more effort into the MVP before hitting the market.

The Product

So what features did I actually build?
You can add multiple websites to optimize them for GEO.
There are 4 main sections:

• Overview - Visibility and sentiment of your website
• Prompts - What prompts are being asked by your target audience
• Content - Recommended article titles to maximize reach (you can generate articles as well)
• Competitors - Top performers in your industry and their strength

I am iterating on this structure as I get feedback.

The Marketing

I’m still trying to figure out what works. I am currently finding my niche and dialing in my outreach methods by experimenting across X and LinkedIn.

If you are checking the product out, do comment here or message me at [e-mail] with feedback. I'd really appreciate it!

Product Link: llmeagle.com

Thank you for reading.