AI Search Ranking Software from an Agency
AI SEO SaaS
In plain English
Scalerrs is turning the tools behind its search ranking agency into AI software. Companies use it to grow traffic from Google and AI answers. They pay monthly. The founder reports the revenue.
$170,000/mo operator-reported revenue (Indie Hackers product page, Oct 29, 2026)
Operator: with_jules_
A named, real operator ran this and shared results publicly. The figures are their own.
Not disclosed.
The tool stack
Payments
OpenAI API ↗LLM / vision
Anthropic API ↗LLM / agents
Prices are the vendors' published list prices as researched in Oct 2026 and change often — always check the vendor's pricing page.
Step-by-step setup
- Query major AI assistants with buyer prompts on a schedule.
- Track brand mentions and cited sources over time.
- Suggest content fixes to earn citations.
- Sell monthly plans to brands and agencies.
What's automated vs. the human 20%
The machine does
- Core AI generation/analysis
- Billing and onboarding
You still do
- Product quality and support
- Distribution and marketing
- Compliance and edge cases
Overview
AI SEO SaaS. I’m building the next leg of Scalerrs. We bootstrapped to 2M ARR in 2 years, now we’re building the backend of our services into a SaaS. It’ll be a competitor to AirOps & Profound.
Operator: with_jules_. Website: https://www.scalerrs.co/
Estimated split: about 80% of the work automated, 20% human.
Realistic income
The founder reports $170,000 per month in revenue on their Indie Hackers product page (checked Oct 29, 2026). This figure is self-reported and not verified by Stripe or any third party. This is one operator’s result, often after months or years of work, and doesn’t predict yours. Check the live source — numbers change.
Risks
- Young category; AI answers are noisy and change often.
- Hard to prove ROI to buyers.
- Startup cost and time to first dollar are not disclosed.
*Income figures are illustrative ranges based on public pricing and typical outcomes reported by practitioners, not guarantees. Most new online businesses earn little or nothing at first. Not financial, legal or tax advice.
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