We’re Building Clairop: An AI-Native Competitive Intelligence Tool for Product Teams

Hey Indie Hackers 👋

My brother and I have been building SaaS products for the last couple of years. After growing BigIdeasDB to ~$8k in revenue, we kept running into the same problem while talking to founders and product teams:

Everyone talks about competitors.
No one tracks them properly.

So we started building Clairop.

The Problem

Product teams are shipping faster than ever.
Features. Pricing changes. Messaging pivots. Integrations.

Competitors are updating weekly, not quarterly.

But most teams:

Manually check competitor websites

Screenshot changelogs into Notion

Use scattered alerts with no context

Or ignore it completely

By the time someone notices a change, the window to respond is already gone.

Enterprise tools exist, but they are:

Expensive ($25k+ per year)

Sales-focused

Built for large orgs, not 10 to 200 person SaaS teams

SMB product teams are stuck in spreadsheets.

What We’re Building

Clairop automatically:

Monitors competitor websites, changelogs, and product updates

Tracks customer sentiment from reviews and complaints

Understands your roadmap and positioning

Turns competitor moves into clear next actions

Instead of:

“Competitor X changed pricing.”

You get:

“Competitor X moved to usage-based pricing. Based on your roadmap and ICP, here’s what you should consider building or testing.”

The goal is not more data.
The goal is clarity.

Why Now?

Product cycles are shrinking

Competition is intensifying

AI makes real-time monitoring + contextual reasoning possible for the first time

There is no clear SMB-focused category leader

We believe competitive intelligence is shifting from:
Manual → Automated
Enterprise-only → Product-led

Traction So Far

Private beta live

10 companies actively using it

Monitoring real competitors

Shipping weekly based on feedback

Right now we’re focused on:

Improving monitoring reliability

Making recommendations sharper and less generic

Building core integrations (Slack, Linear/Jira)

Our Long-Term Vision

We want Clairop to become the intelligence layer that sits on top of product teams:

Not just “what changed?”
But “what should we do about it?”

If we hit product-market fit, we think this becomes foundational infrastructure for modern product orgs.

I’d Love Feedback On:

If you’re a founder or PM, how do you currently track competitors?

What is the most painful part of competitive tracking today?

Would you trust AI to recommend roadmap decisions? Why or why not?

We’re building this in public and would genuinely value raw feedback.

Appreciate this community a lot.
Happy to answer anything.