AI Prompt Refinement Platform
Micro-SaaS
AI prompt refinement SaaS that helps everyday users get better results from LLMs
Published on
September 20, 2026


$2,900
Asking Price
Main Metrics
$491
ARR
11
Customers
2026
Launched
$2,900
Asking Price
Already Sold
Main Metrics
$491
ARR
11
Customers
2026
Launched
Overview
<p>My platform is an AI prompt refinement SaaS that helps everyday users get better results from ChatGPT, Claude, and Gemini without learning prompt engineering. Users input a rough idea, answer a few guided questions, and receive a clean, structured prompt ready to use in any AI tool. It was built and launched by a solo founder, out of a personal frustration with inconsistent AI output and the lack of a simple, guided solution on the market.</p><p><b>Key Highlights </b></p><ul>
<li>MRR: $41</li>
<li>All-time revenue: $491</li>
<li>2 paying users</li>
<li>9 free-tier users</li>
<li>18% free-to-paid conversion rate</li>
<li>Low single-digit monthly infrastructure cost.</li>
</ul>
<p><b>Team</b></p><p>Solo-founded and operated by a vetted Framer Expert and SaaS developer based in Pakistan. He handles product, development, infrastructure, and marketing. Low headcount means low overhead and high margins.</p><p><b>Tech Stack</b></p><ul>
<li>Built on the Next.js App Router for the frontend</li>
<li>Supabase for auth and database</li>
<li>Paddle for subscription billing</li>
<li>NVIDIA NIM for AI processing</li>
<li>Hosted on a self-managed VPS with Docker and Caddy</li>
<li>Clean, modern, and easy for any Next.js developer to take over.</li>
</ul>
<p><b>Marketing and Growth</b></p><p>Growth has been entirely organic through the founder's existing audience on X and presence as a vetted Framer Expert. No paid acquisition has been run. Significant paid growth channels remain completely untouched.</p><p><b>Revenue and Profit</b></p><p>MRR $41, ARR $492, all-time revenue $491. Monthly infrastructure costs are minimal given the self-hosted VPS setup. Margins are high. The Unlimited plan is priced at $9/month with clear room to increase. With only 11 total users to date, revenue figures reflect the very early stage of the product rather than its ceiling.</p><p><b>Return on Investment</b></p><p>It is priced as an early-stage acquisition. The all-time revenue of $491 demonstrates real market validation with zero paid marketing. Immediate levers available to a buyer include introducing annual pricing, raising the subscription price, running paid acquisition, and launching a team or agency tier — none of which have been attempted.</p><p><b>Startup Assets</b></p><ul>
<li>Full codebase</li>
<li>.app domain</li>
<li>Supabase database with 11 registered users</li>
<li>Paddle account with 2 active subscribers</li>
<li>All brand and design assets, and social presence on X.</li>
</ul>
<p><b>Risks</b></p><p>The AI tooling space is competitive, but my SaaS occupies a specific guided-workflow niche rather than competing with AI models directly. The primary risk is its early stage — revenue is modest and the user base is small. However, the product is live and functional with paying users, and the fundamentals are sound. Monthly subscriptions carry churn risk, easily mitigated by introducing an annual plan post-acquisition.</p><p><b>Summary</b></p><p>It is a lean, early-stage SaaS in the AI productivity space with a working product, real paying users, and an 18% free-to-paid conversion rate achieved with zero paid marketing. Infrastructure costs are minimal, the stack is clean and handoff-ready, and every major growth lever — paid acquisition, annual pricing, team plans, price increases — remains untouched. It is priced as a true early-stage acquisition for a buyer who wants to take a validated product and scale it.</p><p>✅ $491 TTM revenue</p><p>✅ 11 customers</p><p>✅ Business model: SaaS</p><p>✅ Built with Node.js, TailwindCSS, Next.js</p>
$491
Annual Revenue
11
Number of Customers
Expenses
Business Model
Monthly and Yearly Subscription plans.
Target Audience
General LLM users.
Asking Price Reasoning
At $41 MRR, the asking price represents roughly 10x ARR, which is standard for early-stage SaaS acquisitions with validated revenue and strong conversion fundamentals.
Reason for Selling
The founder is shifting focus to other commitments and no longer has the bandwidth to grow the platform as it deserves. The decision to sell is about fit and timing, not product confidence — the fundamentals are strong and the opportunity is real.
Growth Opportunity
Every major growth lever is untouched — no paid ads, no annual pricing, no team tier. The product already converts at 18% free-to-paid with zero marketing spend.
30 days free support from seller
Competitors
PromptPerfect, Promptimize, PromptBase, and Promptly AI are the closest competitors. My platform differentiates itself through its guided, question-driven flow aimed at non-technical everyday users rather than developers or power users managing prompt libraries.
Tech Stack
Node.js, TailwindCSS, Next.js, Supabase, TypeScript.
Traffic Metrics
Revenue Metrics
How it works
$2,900
Asking Price
Already Sold
Main Metrics
$491
ARR
11
Customers
2026
Launched

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