# AI Pricing Agent: Find Why Nobody Pays

> Tests your SaaS like a customer, compares your price with what users already pay, scores it out of 100 and ranks the fixes worth the most.

Source: https://agentaos.ai/ai-pricing-agent (canonical HTML page). Publisher: AgentaOS (Aristokrates OÜ, Estonia).

[Home](https://agentaos.ai/)/Pricing Intelligence

Pricing Intelligence · included on every plan

# Why is *nobody paying* for your SaaS?

Send your product link. Pricing Intelligence tests it like a customer, scores your pricing out of 100 and **ranks the fixes worth the most.**

[Review my pricing](https://app.agentaos.ai)

Included on every plan: Pricing Intelligence

**400+**sellers**1,400+**payments made since August 2026

Last updated: 24 September 2026

Definition

## What is an AI pricing agent?

**An Pricing Intelligence** is software that reviews your pricing the way a paying customer would. The AgentaOS agent tests your SaaS, measures the value users get and compares your price with what they already pay. It scores you out of 100 and ranks the fixes by what each is worth in euros.

How it works

## One link. *Five steps*

No setup, no calls. You send the link, it does the testing.

1.  1
    **Send your product link**That is all it needs to start.
2.  2
    **It tests your product**Like a paying customer would.
3.  3
    **It measures the value**What the job is worth to your users.
4.  4
    **It compares your price**Against what they already pay.
5.  5
    **You get your score and fixes**Out of 100, ranked by what each fix is worth in €.

[Review my pricing](https://app.agentaos.ai)

The score

## Out of 100, across *7 categories*

Each category has a weight. The heavier it is, the more it moves your score.

- Pricing structure****20%**
- Getting users to pay****20%**
- Charging your full price****18%**
- Keeping customers paying****15%**
- More money per customer****12%**
- Checkout & billing****10%**
- Billing trust****5%**

What founders score

## It works. *Nobody pays*

Where founders land**36–68**

Where you want to be**80+**

0255075100

About half of indie SaaS makes \$0. It is rarely the product. These come up again and again:

- No price on the page
- Checkout ends in “request a quote”
- Free tier gives it all away
- Heavy AI users pay the same flat price
- No refund window
- No annual plan

\$0 figure: [BoringRiches SaaS revenue benchmarks](https://boringriches.com/guides/saas-business-revenue-benchmarks/).

A real example, anonymized

## One fix. *2.9× projected*

A creator tool scored 59 out of 100. Heavy users did 250 times more work for the same price.

Projected figures from the same 1,000 signups. Not a guarantee.

Pricing Intelligence · a creator tool

**59**/100*Grade F*

Fix \#1**250× more work, same price.**Band the plan by usage.

**€200 → €574**projected MRR from the same 1,000 signups. 2.9×.

After launch

### It keeps watching your sales

Your pricing is not a one-off. Once you are live, the agent watches your sales and suggests the next change.

[How the growth Merchant of Record works →](https://agentaos.ai/growth-merchant-of-record)

From Claude or the terminal

### Ask for your score where you build

Terminal

    agenta audit request --url https://yourproduct.com

Or ask Claude or Cursor: “Score my pricing.” [Set up the Payments Intelligence](https://agentaos.ai/add-payments-with-claude-code).

Questions · straight answers

## Questions

Included on every plan. Built on 300+ products analysed.

### Why is nobody paying for my SaaS?

Usually it is the pricing, not the product. In 300+ products analysed, the same gaps keep coming up: no price on the page, a free tier that gives it all away, no annual plan. Pricing Intelligence finds which ones apply to you.

### What is a SaaS pricing audit?

A review of how your product is priced, packaged and sold. AgentaOS Pricing Intelligence scores it out of 100 across 7 weighted categories and ranks the fixes worth the most in €.

### Is it included?

Yes. Pricing Intelligence is included on every plan, including Pay as you grow at €0 a month.

### What does it need from me?

Your product link. It tests the product like a customer would and does the rest.

### What is it built on?

300+ products analysed. Founders it scores typically land between 36 and 68 out of 100.

Start today

## Review my pricing *nobody pays.*

Send your product link. Get the fixes. Take your first payment tomorrow.

[Review my pricing](https://app.agentaos.ai)

**€0 a month to start.** No card, no US company. [Compare every Merchant of Record →](https://agentaos.ai/compare)

Keep reading

[**Merchant of Record for AI apps**Usage, credits and subscriptions for AI apps and agents.*Read more →*](https://agentaos.ai/merchant-of-record-for-ai-apps)[**Add payments with Claude Code**Checkout, plans and invoices from Claude, Cursor or your terminal.*Read more →*](https://agentaos.ai/add-payments-with-claude-code)

Back to [the AgentaOS home page](https://agentaos.ai/), or see fees side by side on [the Merchant of Record comparison](https://agentaos.ai/compare).