Idea inspection tool
Is your micro-SaaS worth building?
Answer 10 questions. Get a 0–100 score against a proven validation methodology — before you spend months and thousands on the wrong idea.
10 questions · 10–60 minutes of honest thinking · no signup
77,425 ideas inspected so far
See the aggregate trends →Calibrated against 276,000+ founder ideas.
The pattern
Most micro-SaaS die from the market, not the code.
You can build a flawless product for a pain nobody pays to solve. The code was never the risk — the niche was.
The cost
Six months of evenings. $10,000 in tools and ads. Zero paying users.
Every month spent building the wrong idea is a month a competitor spends on the right one. Guessing is the most expensive validation method there is.
The fix
One honest hour before you commit six months.
We turned a battle-tested micro-SaaS validation methodology into a scoring engine: pain, willingness to pay, niche focus, benefit vs price, feasibility. Deterministic checks — not AI vibes.
How it works
Chat → Score → Verdict.
Answer 10 questions
Ten questions about your idea, customer and pricing. Take 10–60 minutes — honest thinking beats speed.
Get your score
A 0–100 score across 8 axes with red-flag detection, computed by fixed methodology rules.
Decide with a verdict
GO, CAUTION or NO-GO — plus a full paid report with market research and a go-to-market plan.
Why trust the score
Not an AI opinion — a methodology you can defend.
Deterministic, not improvised
The same answers always produce the same 0–100 score — fixed rules, not a language model improvising a verdict.
8 weighted axes + red-flag gates
Every score runs across 8 weighted axes with automatic red-flag gates, from a battle-tested micro-SaaS validation methodology.
Calibrated against 276,000+ ideas
The scale is calibrated against an industry analysis of 276,000+ founder ideas — the same benchmark referenced across this page.
The paid report runs live research
The $14 report adds live market research with real, named competitors — not generic AI-generated text.
A free-form AI validator can score the same idea differently on a different day. This one does not.
Inside the paid report
One free score. A ten-page inspection if you want the full picture.
The $14 report re-scores your idea after live market research and turns the diagnosis into a plan: real competitors, a build estimate, a go-to-market plan — the kind of homework that usually takes a weekend.
- 01Verdict & watch-outs
- 02Axis deep-dive: Pain
- 03Axis deep-dive: Customer focus
- 04Axis deep-dive: Benefit vs price
- 05Red flags & market reality
- 06Competitive landscape
- 07Industry benchmarks
- 08Go-to-market plan
- 09Build estimate & market size
- 10Your launch order
Sample: invoice-reminder idea scored 73 free → 76 paid · 5 real competitors found · $4,320 build estimate.
What builders are inspecting
ideas inspected here
average score here
scored GO here
founder ideas analyzed industry-wide
SaaS is the #1 validated category
of founders act on their idea after validating
Industry data: ValidatorAI, 2026
The methodology, in numbers
What the numbers behind this score look like
77,425 ideas inspected so far
Tap to view
The methodology, in numbers
Reality check: where micro-SaaS products actually land
stay under $1k MRR
median MRR of the profitable ones
top 1% MRR
RockingWeb, 1,000+ products · As of 2026-07
How the score itself is built
scoring axes behind every score
automatic red flags that can force a No-Go
score needed for a Go verdict
deterministic score range — same answers, same score
What structured validation adds
Guessing
A gut feeling, a few conversations with friends, and months of building before the market gives its real verdict.
This report
A 0–100 score against a fixed methodology, the riskiest axes flagged by name, and a concrete plan for what to fix before you write code.
Our methodology built on industry analysis of 276,000+ founder ideas.
Pricing
Start free. Pay only if you want the full picture.
Free score
$0
- 10 questions
- 0–100 score
- GO / CAUTION / NO-GO verdict
- No signup required
Full report
$14one-time
- Live market research
- Go-to-market plan
- Build estimate
- Serviceable obtainable market (SOM)
- Mom Test-style follow-up questions
The report is built from your answers: 10 chat questions first, checkout right after your free score.
Get the full report3-report pack
Save 31%$29for 3 reports
- Three full reports
- Tied to your email — no account, no dashboard
- Use them on three different ideas
- Valid for 30 days
Buy after your free score. Reports unlock instantly with the same email you used in the chat.
Get the 3-report packOne-time purchases, no subscription. Every report is generated automatically and arrives by email within minutes of being unlocked.
14-day guarantee: if the report does not help you make a decision — we refund it.
Questions builders ask
Frequently asked questions
How do I validate a SaaS idea before building it?
Answer a structured set of questions about the pain, your customer, pricing and feasibility, then compare the pattern against ideas that already succeeded or failed. That is what this tool automates: 10 questions, scored by a fixed methodology across 8 axes, with automatic red-flag detection — in minutes instead of weeks of guessing.
What is a good validation score?
On this scale, 80+ is a Go, 40–79 is Caution, and below 40 is a No-Go. For context, the industry average sits around 78 across 276,000+ founder ideas analyzed (ValidatorAI Founder Intent Index) — so a score meaningfully above that average signals a stronger-than-typical idea, not just an average one.
How much does it cost to build a micro-SaaS MVP?
A typical full-cycle build runs $3,000–$15,000 for a working MVP in about 4 weeks. But cost is only half the picture: across 1,000+ products, 70% stay under $1,000 MRR and the median profitable product sits near $4,200 MRR (RockingWeb) — so validate the market before you spend the build budget.
What are red flags in a SaaS idea?
Four patterns predict failure often enough to gate a score automatically: an entrenched monopoly competitor, no paying analogues (unproven demand), a perceived benefit below the price you would charge, and low usage frequency (a product needed only a few times a year). Two or more of these together tends to force a No-Go verdict outright.
How is ScoreMySaaS different from AI idea validators?
The score comes from a fixed, deterministic methodology — the same answers always produce the same score, and every result traces back to explicit rules, not a language model improvising an opinion. There is no free-form AI judgment to hallucinate a verdict; the paid report adds live market research on top of that same deterministic base score.
Is the idea score free?
Yes. The 0–100 score and GO / CAUTION / NO-GO verdict are free, with no signup required — just answer the 10 questions. If you want the full picture, a $14 report re-scores the idea after live market research and adds competitors, benchmarks, a go-to-market plan and a build estimate.
Is it safe to share my idea here? Could it be stolen?
Your idea is never published or resold: the public Trends page shows only anonymous percentages, never idea text. The AI reads your answers solely to compute your score and report — it is not trained on them. There is no signup for the free score, data travels encrypted, and you can request full deletion at any time. The operator is a named, verified person (see Contact), not an anonymous form.
How is the 0–100 score actually calculated?
Your ten answers are turned into a score by a fixed methodology, not by a language model. The same answers always produce the same number, because it comes from explicit weighted rules. AI only reads your answers to classify them and, for the paid report, runs live market research.
What do GO, CAUTION and NO-GO mean?
On this scale, 80 and above is a GO — the idea is worth building. 40–79 is a CAUTION: there is something real here, but specific weaknesses need fixing first. Below 40 is a NO-GO. Six automatic red flags — no paying alternatives, an entrenched platform monopoly, benefit below price, rare usage, a pain never verified with real people, and a build this team cannot realistically ship — can cut the score on their own.
What are the eight scoring axes?
Every idea is scored across eight weighted axes: pain, frequency, customer focus, geo focus, benefit vs price, feasibility, launch type and market. Each axis carries a different weight, and axes without data are excluded with their weight redistributed, so the total always adds up to 100.