VIBE CODING · 2026-04-20 · 8 MIN READ
Writing a Description When You're Not Technical
Most non-technical founders freeze when they get to the listing description.
BY BIREXIT TEAM
·2026-04-20
·
Writing a Description When You're Not Technical
Most non-technical founders freeze when they get to the listing description.
Building the app was the fun part. Writing about it feels like a trap. You don't want to sound fake, overpromise, or get exposed by a buyer who knows more than you do.
Here's the good news: buyers are not looking for you to sound like an engineer. They're looking for clarity. If your app solves a real problem, shows real usage, and can be handed over cleanly, a plain-English description often sells better than a technical one.
This guide will show you how to write a strong Birexit-style listing description, even if you didn't write a single line of code yourself.
First, understand what the description is actually supposed to do
Your description is not there to prove you're technical.
It's there to answer five buyer questions:
- What does this app do?
- Who is it for?
- Why is it valuable right now?
- How does it make money, or how could it make money?
- What would a new owner need to operate it?
That's it.
If your description answers those five clearly, you're already ahead of a lot of sellers.
The biggest mistake non-technical sellers make
They try to hide behind vague language.
You see listings like this all the time:
- AI-powered productivity platform
- modern SaaS solution for businesses
- smart workflow automation tool
- built with cutting-edge tech
None of that tells the buyer anything useful.
A better description sounds like this:
- An AI meeting note tool for recruiters who need candidate summaries after calls
- A lead qualification dashboard for small agencies running Meta ads
- A proposal generator that helps freelance designers create branded PDFs in 5 minutes
Specific beats impressive.
Always.
Use this 6-part structure for your listing
If you don't know where to start, use this format.
1. One-line summary
Start with one clean sentence:
[App name] helps [specific audience] do [specific job] without [specific pain].
Examples:
- This app helps real estate agents turn listing photos into social captions without hiring a copywriter.
- This tool helps small e-commerce brands analyze support tickets and spot repeated customer complaints.
- This AI assistant helps solo lawyers draft client intake summaries in minutes.
If a buyer only reads that line, they should still understand the business.
2. Problem + solution
Now explain the pain point in plain English.
A good formula:
Users currently do this manually / badly / expensively. This app makes it faster, simpler, or cheaper.
Example:
"Most small agency owners collect leads from forms, DMs, and spreadsheets, then manually sort them. This app pulls leads into one place, scores them with simple AI prompts, and highlights which ones are worth following up on first."
That is much stronger than saying "AI-driven lead optimization platform."
3. What the product actually includes
This section matters because buyers want to know what they are getting.
List the practical assets:
- web app or dashboard
- landing page
- database
- admin panel
- automation flows
- prompt system
- email sequences
- Stripe integration
- user analytics
- documentation
- social accounts or SEO pages, if included
Don't inflate it. Just list what exists.
For example:
- User-facing web app
- Admin dashboard for editing prompts and viewing submissions
- Supabase database
- Stripe checkout for monthly subscriptions
- Email onboarding flow
- Basic setup documentation and prompt library
That instantly reduces buyer uncertainty.
4. Traction and proof
Even small proof matters.
You do not need huge revenue to write a good description. But you do need evidence.
Include things like:
- number of users
- active subscribers
- MRR or total sales
- email list size
- organic traffic
- repeat usage
- pilot customers
- testimonials
- response rate from outbound
Examples:
- 47 users have signed up organically
- 9 paying customers currently on monthly plans
- $380 MRR with no paid acquisition
- Used weekly by a niche Facebook group community
- 3 customer testimonials available
If the numbers are small, that's fine. Just be honest.
Honest small numbers beat vague big energy.
5. Why someone would buy it
This is where you shift from product to opportunity.
A buyer is not only buying what exists. They're buying what they can do with it next.
Spell out the opportunity clearly:
- expand into adjacent niches
- improve onboarding
- add outbound sales
- increase pricing
- package as white-label
- grow via SEO or content
- upsell services around the tool
Example:
"The current version is focused on freelance recruiters, but the same workflow can be adapted for agencies, internal HR teams, and executive search consultants. A buyer with distribution in recruiting could scale it much faster than I can."
That helps the buyer imagine upside without you making unrealistic claims.
6. Handoff and support reality
This is where non-technical founders often gain trust.
Say clearly what transition will look like:
- how the app will be transferred
- whether documentation exists
- whether the original builder or freelancer is reachable
- whether you can help for 1-2 weeks after sale
- what tools the buyer needs accounts for
Example:
"The product can be transferred with domain, codebase access, database, Stripe, and documentation. I can support the buyer for two weeks during handoff. The freelance developer who helped with initial setup is also available for paid support if needed."
This instantly calms buyer anxiety.
What to do if you don't understand the stack deeply
You do not need to fake technical fluency.
Instead, write around what you confidently know.
You can say:
- Built using modern no-code / AI-assisted workflows
- Hosted and currently running with documented accounts
- Backend, database, and automations are already configured
- Product is functional and transferable
You should avoid saying:
- Clean scalable architecture
- Enterprise-grade infrastructure
- Fully optimized backend
- Highly maintainable codebase
Unless a technical expert has reviewed it, those claims are risky and unnecessary.
A smart buyer will respect this sentence more:
"I'm not a developer, so I'm describing the business and product from an operator perspective. Full account access, workflow overview, and documentation are included for buyer review."
That reads as honest, not weak.
A simple fill-in-the-blanks template
Use this if you're stuck.
Overview
[App name] helps [target user] solve [specific problem]. It is designed for people who want to [desired outcome] without [time cost / hiring / manual effort].
What it does
The product currently allows users to:
- [feature 1]
- [feature 2]
- [feature 3]
Current traction
So far, the business has:
- [users / revenue / traffic / customers]
- [proof point]
- [distribution channel or market validation]
Why it has value
This is valuable because [market need]. A buyer could grow it further by [clear growth path 1], [growth path 2], or [growth path 3].
Included in the sale
The sale includes:
- [domain]
- [product/app]
- [database / backend]
- [payment setup]
- [docs / assets]
- [socials / email list / SEO content if relevant]
Transition
I can support the handoff for [time period]. Documentation is [available / partial / being finalized]. [Builder/freelancer] support is [available / not included / optional].
Before and after example
Weak version
"AI SaaS platform for businesses. Built with modern tools and lots of future potential. Can be used in many industries. Great opportunity for the right buyer."
Strong version
"This app helps small marketing agencies turn client intake answers into ready-to-send strategy briefs. Instead of manually rewriting call notes and questionnaire responses, agency owners can generate a structured brief in minutes. The current product includes a landing page, web app, admin dashboard, Stripe checkout, and a prompt system for generating briefs. It has 63 signups, 11 paying users, and is currently doing $420 MRR through organic traffic and founder outreach. A buyer with agency distribution could expand this into onboarding, reporting, and proposal generation. The sale includes the domain, app, database, Stripe setup, and operating documentation, plus 2 weeks of transition support."
See the difference?
The strong version doesn't sound more technical. It sounds more real.
The best tone to use
Aim for:
- clear
- direct
- specific
- calm
- factual
Avoid:
- hype
- jargon
- startup buzzwords
- fake certainty
- giant claims without proof
You're not pitching venture capital.
You're helping a buyer evaluate a digital asset.
A final rule: describe outcomes, not implementation
Most buyers care more about what the product does than how it was built.
They want to know:
- Does this solve a real problem?
- Is there traction?
- Can I operate it?
- Can I improve it?
- Can I trust this seller?
If your description answers those questions, you do not need to sound technical.
In fact, for many buyers, a clean operator-style description is better than a technical wall of text.
Clarity sells.
Not complexity.
Final takeaway
If you're a non-technical builder, your job is not to impersonate a developer.
Your job is to make the business legible.
Write like an owner who understands the customer, the workflow, the traction, and the handoff. That's what serious buyers care about.
And if you can do that well, your listing description becomes more than a summary.
It becomes proof that this app is actually ready to change hands.
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