Micro-SaaS & AI ProductsSource date: October 16, 2023Last reviewed October 17, 2026

A $185 AI report tool that made $66,000 and sold for $150,000

Two founders built a business-idea validation report generator in four days and later sold it.

Subject: DimeADozen (Sal Aiello and Monica Powers)Paid AI-generated reports ($39 each)

Read original source1 source linked below
DimeADozen.ai social preview: "Validate a business idea before you build it."
Image: DimeADozen.ai (official site). View source (opens in a new tab)

Case Overview & Background

Sal Aiello and Monica Powers built DimeADozen, a site that turns a business idea into an AI-generated validation report. They built it in four days, charged $39 per report, made more than $66,000 in about seven months, and then sold the business for $150,000.

How AI Is Used

Customers fill in a form about their idea. The answers are sent to a language model that produces a structured market validation report for the buyer.

Step-by-Step Process

Step 01Build a narrow product fast

The first version took four days and cost $185.

Step 02Charge per report

A single $39 price point kept the offer simple.

Step 03Sell the business

The founders sold DimeADozen for $150,000.

Customer Acquisition & Distribution

Not described in detail in the source.

Limitations, Risks & Failure Modes

What may not apply to you, and what could go wrong:

  • A thin layer over a general AI model is easy for competitors to copy
  • Report quality depends on the underlying model
  • Revenue was earned over a short period before the sale

Key Takeaways

  • A focused, paid output can be built and validated in days
  • Selling a small AI product is a realistic exit path
  • Low startup cost does not mean low effort in marketing

Sources

News PublicationOctober 16, 2023

CNBC Make It: inexpensive AI side hustle DimeADozen sold for thousands

Note: Revenue based on documents reviewed by CNBC Make It; gives startup costs and sale price.

Open Source
Advertising slot availableAdvertise on AI Side Hustles

Category page banner: Reach readers researching one specific AI business model.

One clearly labelled banner on a category page such as Micro-SaaS or AI Agencies, shown next to the documented cases your product is relevant to.

Sponsored placements are always labelled and never change how cases are researched, labelled, or ranked.

Commercial disclosure: We currently have no affiliate or sponsorship relationship with any tool or person on this page. If that changes, affiliate links and sponsored content will be clearly labelled, and evidence labels will never be changed for commercial reasons.

Case ID: cs-dimeadozen
Compare

Related Case Studies

Cal AI social preview showing the app scanning a plate of pancakes and listing calories and macros.
Image: Cal AI
September 6, 2025
1 source

Cal AI: a teen-founded photo calorie tracker with about $1.4 million monthly gross profit

Cal AI (Zach Yadegari and Henry Langmack)

Cal AI lets users photograph a meal and get an AI estimate of its calories. Launched in May 2024, it is priced at $2.49 a month or $29.99 a year. CNBC reported about $1.4 million a month in gross profit and about $274,000 a month in net operating income, with a team of 30.

Reported figure
About $1.4M/mo gross profit
Evidence levelIndependently Documented
Tools:none named in the source
Inspect Case
SiteGPT social preview: "Make AI your expert customer support agent", with a chat widget mockup.
Image: SiteGPT
May 9, 2023
1 source

SiteGPT reached $10,000 MRR in its first month after a viral launch

SiteGPT (Bhanu Teja Pachipulusu)

SiteGPT lets businesses create AI chatbots trained on their own website content. Founder Bhanu Teja Pachipulusu says it reached $10,000 in monthly recurring revenue within a month of launch.

Reported figure
$10,000 MRR(recurring revenue)
Evidence levelSelf-Reported
Tools:none named in the source
Inspect Case