Help & guide
How Squsha turns a business idea into a market research report, what each of its 20 sections tells you, and how to get the sharpest results.
Stop guessing your niche — validate it first
Most indie founders pour weeks into a product for a niche they don't actually understand yet — the competition, the audience, or where the real opportunity sits. Researching all of that by hand means hours across dozens of tabs.
Squsha compresses that research into a single report. Describe an idea in plain words and, in about eight minutes, you get a 20-section market report: a 0–100 Opportunity Score with a Build / Refine / Avoid verdict, market size, competitors traced to their own pages, who the audience is and what they're asking for, and where to focus first — readable in the app, downloadable as a PDF. See a sample report →
Describe what you're researching
Go to Generate report. There's one box: start with the topic — "personal finance for Gen Z" is enough — then add who it's for, what you'd publish or sell them, and what you'd do differently. Three words or three paragraphs both work; the ceiling is 2,500 characters.
Check it with a free review
Click Review my input (or just hit Generate — the first click on unreviewed text runs the review for you). You get a verdict, what's already clear, the questions that would sharpen the report, and the short search phrase it will be filed under. Reviewing never uses one of your reports, and you can always generate anyway.
We build the report
Squsha pulls live data — Google Trends, search, YouTube, Reddit, Quora, Hacker News, Indie Hackers, X, G2, Trustpilot, Product Hunt, GitHub, the App Store, TechCrunch, SEC filings, US and Canadian government statistics, and each competitor's own pricing page — then hands it to the model for analysis. Usually about eight minutes for a full report, about four for the free preview. Stay and watch the progress, or leave and come back to My Reports; on a paid report we also email you when it's ready.
Read, download, act
The report opens in seven chapters — Overview, Market, Competition, Community, Opportunity, Go-to-market and Plan; what each section tells you is below. Every report is saved to My Reports for 21 days, where you can search, reopen or delete it. In its last five days it shows how long is left and we email you; after that it's marked Expired and its content is deleted, so download the PDF of anything you want to keep. Reports on a niche you track never expire while it's tracked. Paid reports come with the PDF one click away, and a one-page Lean Canvas beside it: the findings laid out on the nine boxes, each naming the section it came from. On Consultant you can share them with a client.
What each section of a report tells you
Every full report has the same 20 sections, in seven chapters, so two reports can be compared side by side. The free preview includes Market overview, Audience persona, Risk factors, Top competitors, Moat analysis, Opportunity gaps, Trending topics and Recommended angles, plus the top two pain points from Community.
Overview
- Opportunity Score and verdict
- A 0–100 score with a Build, Refine or Avoid verdict and the honest read behind it. It isn't one of the 20 sections: it sums them up. How it is worked out.
Market · 5 sections
- Market overview
- What is happening in the market right now, as short points that each cite the source they came from, plus a one-word pulse: growing, steady or cooling.
- Audience persona
- Who would buy, what they are trying to get done and why they would pay, with each reason checked against what real people wrote.
- Category timing
- Whether the category is early, peaking or crowded, read from five years of Google Trends and recent funding and press coverage.
- Market size & reach
- A bottom-up count of the businesses that would buy, from US and Canadian government statistics. When it can't be measured, the section says so instead of printing a guess.
- Risk factors
- What could sink the idea, each risk rated by how severe it is.
Competition · 3 sections
- Top competitors
- Up to ten real competitors from the live search results, each with its strengths, gaps, threat level and pricing read from its own site. A competitor the sources didn't confirm is labelled Unverified.
- Moat analysis
- How easy the idea would be to copy, and what could make it hard to copy.
- Build feasibility
- What building it would take: the hard parts, the likely stack and a realistic time to a first version.
Community · 1 section
- Community
- The pain points, objections and requests people post on Reddit, Hacker News, Quora, YouTube and review sites, with every quote checked word for word against the source.
Opportunity · 5 sections
- Product-market fit
- Signals for and against fit, written as hypotheses to test rather than a measurement.
- Opportunity gaps
- Needs the competitors leave unmet, each one traced to a measured search or a real thread.
- Trending topics
- The rising searches and subjects around the niche.
- Recommended angles
- Concrete ways into the market that the evidence supports.
- Suggested positioning
- One line on where to stand against the competitors above.
Go-to-market · 5 sections
- Distribution channels
- Where the audience actually gathers, ranked by how much it talks there.
- Search difficulty
- How hard the main search terms would be to rank for.
- Content plan
- The first pieces worth publishing, built on what people search for and ask.
- Monetization paths
- The ways the idea could make money, and what each needs to work.
- Pricing recommendation
- A price to test, anchored to competitor prices measured from their own pages, with revenue scenarios worked out from it.
Plan · 1 section
- 120-day execution roadmap
- What to do first and in what order, over four months.
- Write the idea, not a keyword. The more you write, the more precisely we can search — the review distils your brief into the short phrase the sources are queried with, so you don't have to. Topic, audience, what you'd sell them, and what's different about it is the ideal shape.
- Answer the gaps, then review again. The review lists the questions still open in your brief. Add a sentence for each, hit Review again, and generate once it reads Ready to research. It's free, so there's no reason to skip it.
- Name your features. On a paid report, Top Competitors includes a feature-by-feature grid that grades what you described against each competitor's own pages. It can only grade the features you actually mention.
- Search before you regenerate. Already researched something similar? Use the search box in My Reports — reading a report you've made is free, and it saves one of your reports.
- Schedule ahead (Consultant). Under the Generate button, pick a date and time from ten minutes to 30 days out and the report lands in My Reports at that moment — handy for weekly client research.
- White-label & share (Consultant). Upload your logo and business name under Settings so every PDF, web report and portal page is yours, then hit Share on any report to send clients a live link.
- Track a niche you care about (Satellite or Consultant). Hit Track monthly on any finished paid report in My Reports and it re-runs every 30 days — each new one opens with what moved since the last. On Satellite that's up to five niches and the re-runs are included in the plan; on Consultant it's up to ten, and each run uses one of your monthly reports. Neither ever spends a credit, and a tracked niche's reports never expire.
- One report, no card required
- Opportunity Score, verdict, 8 of the 20 sections and a Community preview
- Web preview only — no PDF, no email
- 1–5 full reports, bought outright
- All 20 sections, roadmap included
- PDF download and an email when it's ready
- A one-page Lean Canvas built from the findings
- No subscription — credits never expire
- Monthly tracking for up to 5 of your reports
- Every re-run included — never a credit
- Each one opens with what moved since the last
- An add-on: new reports still come from credits
- 100 full reports a month
- Scheduled reports, and tracking for up to 10 niches
- White-label PDFs and client portal links
How submitted content is handled
The content submitted for research typically describes a venture that has not yet been launched. The measures applied to it are set out below, together with their limits.
- Encrypted prior to storage. The topic, the brief and the completed report are encrypted by the application before being written to disk, using a key that is not held in the database. A compromised backup, database export or disk image yields ciphertext only. The PDF rendering is likewise encrypted and stored under a randomly generated identifier that does not disclose its subject.
- Not accessible to administrative staff. The internal tools used to operate Squsha display account email addresses, report counts, timestamps and completion status. They do not display the subject or content of any report; that capability has been removed rather than restricted.
- Not used for model training. Submitted content is not used to train any model, is not sold, and is not combined with any other account’s report. Reports on the same market for different accounts are generated independently, and neither account is made aware of the other.
- Kept for 21 days. A report’s content and PDF are deleted 21 days after it is generated, with an email five days before. The report stays listed in My Reports as expired, by its topic and date only. Reports on a tracked niche are kept while it is tracked, and for 21 days after tracking stops.
- Deletable by the account holder. Deletion of a report removes its stored content and PDF. Deletion of the account removes every report associated with it.
Producing a report requires disclosure of the submitted content to the processors that perform the research. The brief is transmitted to Anthropic, which generates the analysis; the derived search phrase — not the brief — is transmitted to the search and trends providers that supply market data. Each processes the data under API terms that prohibit its use for model training. No market can be researched without describing it to a third-party source.
Because encryption is performed on Squsha’s servers, those servers hold the key. The measures above constitute strong encryption at rest, protecting against a compromised database, a stolen backup and unauthorised internal access. They do not constitute end-to-end encryption, and no representation to that effect is made. The Privacy Policy identifies every recipient of data and the retention period for each category.
Can Squsha personnel access my idea?
Not through the tools used to operate the service. Submitted content is encrypted before storage, and the internal tools do not display it; the field was removed rather than hidden. Submitted content is not used for model training and is not combined with any other account’s report. See Data handling above for the measures applied and their limits, and the Privacy Policy for the full statement.
How do I sign in? I never set a password.
There isn't one. Enter your email and we send an 8-digit code; type it in and you're signed in. The code expires after ten minutes. A device stays signed in for thirty days after its last visit, so one you use regularly never asks again. Up to five devices can be signed in at once — a sixth signs the oldest one out — and Settings lists your active sessions with a Sign out from all devices button.
How long does a report take?
About eight minutes for a full report, and about four for the free preview. Every run first makes live requests to more than a dozen sources and opens each competitor's pricing page, then the model reasons through everything it read before writing a word; that reasoning is most of the time. You can leave the progress page — the report lands in My Reports either way — and on a paid report we email you the moment it's done. The free report isn't emailed, so check back there.
What does the review verdict mean?
Ready to research means the brief names a topic, an audience and an angle clearly enough to search well. Workable — could be sharper means it will run, but the listed gaps would make it better. Too vague to research well means the sources would be queried with a guess. The verdict is advisory: the Generate button works on any of them, and the review itself never uses a report.
What exactly does the free report include?
A web preview. It has the Opportunity Score, the verdict and eight core sections, plus the two most-evidenced pain points from Community; the rest is held back, so you see each section's title over a blurred stand-in rather than a gap. It opens in the app and stays in My Reports, but there's no PDF to download and we don't email it. A report paid for with a credit includes all 20 sections, the PDF and the email. If you hold a credit, it is used before your free report, so a report you paid for is always the full one and your free report is kept for later. Buying a credit doesn't retroactively upgrade a free report you already ran.
How is the Opportunity Score worked out?
In two parts. Three quarters is the four market dimensions, each rated 0–100 from the live data and weighted: Demand 30%, Growth 25%, Competition headroom 25% and Monetization 20%. The last quarter is evidence strength, which code counts rather than the model judging it: pain points whose quotes were found word for word in what people wrote, competitor weaknesses a real thread or review named, how much the community is talking and in how many places, opportunity gaps traced to a measured search or thread, and how severe the risks are. A source that could not be reached that run is left out rather than counted as silence, and if too few answered, the score uses the four dimensions alone. 70 and above reads Build, 40–69 Refine, below 40 Avoid.
What is the Satellite plan?
An add-on that turns on monthly tracking. Pick up to five of your finished paid reports, and each one re-runs every 30 days and opens with what actually moved since the last run — the Opportunity Score and its sub-scores, search interest, competitors who appeared or dropped out, and search terms that got harder or easier. Every one of those re-runs is included in the monthly price and never spends a report credit. What Satellite does not include is an allowance of new reports: you go on buying those with credits exactly as before, which is why it sits alongside credits rather than replacing them. The free preview report can't be tracked — tracking works on paid reports only. Cancel whenever you like: the re-runs stop at the end of the period you've paid for, your credits are untouched, and every report already produced stays in My Reports.
What counts against my quota?
Generating a report does; nothing else. Reviewing your input, viewing, searching, downloading or re-sharing a report you've already made is free. The free plan includes one report in total; Consultant includes 100 a month, which the automatic monthly tracking re-runs also draw from. Satellite includes no reports of its own — it pays for its own tracking re-runs and nothing else, so new reports on Satellite come from credits. Consultant's monthly reports are always spent before a purchased credit, so a credit is never burned while you still have one in hand; on the free plan it's the other way round, so a credit buys you the full report and your free one is kept for later. Tracking never spends a credit at all — if your monthly reports are used up when a refresh is due, that month is skipped and we email you. If a run fails, whatever it used goes straight back.
Which countries does the data cover?
Trends, search, social and competitor data are global. The measured market-size figures come from US and Canadian government statistics, so they describe those two countries; the Overview says where your audience is actually strongest, and flags it when that falls outside the measured area.
Can I share a report with someone who doesn't have an account?
Yes — on the Consultant plan. Hit Share on any report in My Reports or at the top of the report itself to get a client portal link. Anyone with the link can view it, no account needed, and you can disable the link anytime; re-enabling it restores the exact same URL, so bookmarks keep working. Portal links stop working if the Consultant plan ends and come back at the same URLs if it resumes.
Where do I buy reports or change my plan?
Billing & plan shows what you're on, how many reports you've used, and when the allowance resets or the subscription renews; it's also where you cancel. Credits and the Consultant plan are bought on the pricing page. Cancelling keeps your access until the end of the period you've paid for and deletes nothing early: each report keeps its usual 21 days, and a tracked one gets its 21 days from when tracking stops. Payments are handled by Paddle, and receipts arrive by email.
How do I rename or delete my account?
Both live in Settings. You can change your username at any time; your email address is the account itself, so it stays fixed. Deleting the account removes every report, PDF and portal link under it, forfeits any unused credits or remaining subscription period, and cannot be undone.
Still stuck?
Can't find what you need? Write to us — every message gets a reply from a person.
