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De-risk your idea before wasting 6 months on it.

Before tackling a new idea for the next 6 months, de-risk it through Desy by benchmarking your idea. Desy gathers data, scores the opportunity, and tells you what to test before you spend months building.

Validate an idea

From a hunch to a number you can act on

One pass covers the customer, the money, the competition, the channel, and the timing before you spend months building.

Home

What are you thinking of building?

Start with one sentence. Desy carries it into a short intake so nothing important is left out.

New ideaThe ideaA name and one sentence a stranger could repeat.
  1. 1. The idea
  2. 2. The problem
  3. 3. Offer and price
  4. 4. You
  5. 5. Reach and review
Run analysis
Idea de-risking

De-risk your idea before you waste months building a dead idea.

Desy scores your idea based on real data across the web and uses best-in-class product opportunity practices to guide you in the right direction for your idea.

Your ideaInvoice reminders for freelance designersAutomatic, polite payment reminders freelance designers set once and forget.
$12/mo
$3,000 MRR goal
9 months
I'll code it myself
Scoring26 findings · 12 sources
  • Customer—
  • Economic—
  • Competition—
  • Channel—
  • Timing—
Desy Score—
Strong pursuit
  • RealYes
  • WinProbably
  • Worth ItYes

Evaluated by real data & best practices

Desy doesn’t just randomly score your idea. It understands your idea and goals to ultimately benchmark it against data that’s in the market and uses evaluating criteria established by best-in-class product managers and founders.

Desy Score 78Competition 56

  • Weak existing substitutes2/4

    Built-in reminders are rated poorly, but many freelancers still say they're good enough. 12

  • Defensible position2/4

    Voice-matched, designer-specific reminders are a niche, but a new entrant already targets it. 12

  • No clear market leader2/4

    No dominant player for solo freelancers, though Paywise and Chaserly hold early mindshare. 12

  • Resource-constrained competitors3/4

    Most competitors are small or bootstrapped; the largest raised a $2.1M seed. 12

  • Strong IP assetsNeeds evidence

    No proprietary data or integrations identified yet. 12

1Hacker NewsWeakensAsk HN: tools for invoice follow-ups?

“Honestly the reminder toggle in my invoicing app covers 80% of it.”

2G2SupportsBuilt-in reminders in invoicing apps rated 3.4/5

“You get one template and it sends at fixed intervals. That's it.”

RecommendationInterview users of the top substitute and list what they hate about itWeak spot in Competition Add to research plan

Every score cites a finding.

Understand fully how your idea was evaluated, but don’t just stop there. Desy provides clear recommendations and actions to take to improve or potentially pivot to get to the next step in your startup.

Research PlannerInvoice reminders for freelance designers
  1. Plan
  2. Interview
  3. Re-score
Interview scriptTalking to The solo brand designer
  1. Q1“How many times did that come up in the last month?”Tests Customer
  2. Q2“What did it cost you the last time it went badly, in time or money?”Tests Real
  3. Q3“Why did you stop using the last thing you tried?”Tests Win
Interview notes2 interviews logged
Maya, brand designer

Leo, UI contractor

Late payments happen every month with net-60 clients. I already pay for invoicing tools. A friend in my Slack group would recommend it.

Synthesize notes
What the interviews showed
  • Frequently experienced problemValidated
  • Will the customer buy?Validated
  • Is there a sustainable advantage?Still unclear
Desy Score78Recalculated: 78 → 81

Scaling your idea into something actionable

Once an idea is set, Desy doesn’t just stop there. It provides clear guidance on how to go through discovery interviews, testing plans, and pitches using best practices from the industry.

The evidence isn’t just “AI slop”

Desy obtains real market data to benchmark and evaluate your idea by running different agents to scrape the web to find real evidence. Furthermore, it contains knowledge and skills from product managers that are constantly thinking about scaling new products.

G2
GitHub
LinkedIn
Reddit
Hacker News
Product Hunt
App Store
Google Play
Desy
MCP

Your agents get the full picture

Desy connects to the tools you already work in through MCP. Cursor, Claude, ChatGPT, and the rest of your agents can read your ideas, scores, findings, and interview notes, so they build with the same context you have.

Cursor
ChatGPT
Claude
Gemini
Copilot
MCP server
Desy
Pricing

Start free. Scale when the idea holds up.

Placeholder tiers. There is no checkout. Creating an account opens the full demo, including unlimited ideas.

Free

Score one idea and read a sample report.

$0
  • 1 idea
  • De-risking report
  • Sample evidence
Start free

Pro

Most popular

For founders comparing several ideas and running discovery.

$29/month
  • Unlimited ideas
  • Re-runs when you change the inputs
  • Research planner and interview synthesis
  • Adjustable scoring weights
Choose Pro

Questions, answered

The score, the sources, and what stays on this device.

The score is only as solid as the evidence behind it. Every point cites the finding it came from, and areas without enough evidence are flagged instead of guessed. This demo replays realistic sample findings, so treat a score here as a worked example.

The product is built to read community forums, open-source repositories, product directories and review sites, search-trend data, and startup and funding news. Paid or licensed databases are not named until access is confirmed. This demo does not call those sources.

Solo founders and very small teams who want a small, profitable SaaS, enough monthly revenue to eventually leave a job. You can write the code, use AI or no-code tools, or hire a developer. The intake asks which, and the assessment takes it into account.

Desy scores the opportunity across the customer, the economics, the competition, the channel, and the timing, then rolls that into a Desy Score from 0 to 100 and a pursuit band: Strong, Promising, or Weak. A separate check on whether the idea is Real, whether you can Win, and whether it's Worth It can hold the band back even when the number looks good.

The report lists the next three things to do, a few narrower directions, and the assumptions that still need evidence. The Research Planner turns those into a customer-discovery script or a pitch. After you talk to people, you paste notes, synthesize them, and apply an update that recalculates the score.

Yes. One of the sample ideas, a generic AI note-taking app, scores in the Promising range because the timing and demand look fine. But the competition is brutal and there's no clear way to win, so Desy rates it Weak. The number alone would have been misleading.

In this demo there is no account server. Ideas, notes, and settings stay in your browser. Signing out keeps them on this device. Clearing site data removes them. A future backend can replace the service layer without changing the screens.

Put a number on the idea today.
Know what to test tomorrow.