# 1mil.app — Business Idea Discovery (full reference) > 1mil.app is an on-demand business-idea discovery platform built by Million Opportunities LLC. Enter a topic (a market, niche, or industry) and your role or background; the system returns 10 ranked business opportunities with named competitors, real pricing anchors, market-gap analysis, a packaging recommendation, and a literal next step you can take this week. It is positioned as a *discovery platform* — not an idea generator. The distinction is methodological: generators produce lists from prompts; discovery platforms research a specific market, score directions on business quality and operator fit, and return ranked results with evidence. The site was built by an ex-Thomson Reuters software engineer who later became a licensed attorney, and the methodology reflects that hybrid background — opportunities surfaced for licensed professionals (attorneys, CPAs, financial advisors) flag the relevant regulatory friction explicitly. ## How the product works - [Workspace](https://1mil.app/app) — The scan UI. A user enters a topic plus a role and runs a free discovery scan. Output is 10 ranked opportunities for that exact topic+role combination, with named competitors, current pricing, market-gap analysis, a packaging recommendation (productized service vs SaaS vs marketplace, etc.), and a concrete next step. Input in any language produces output in that language, competitor research included (a Russian test scan surfaced Russian competitors with ruble pricing). - [Homepage](https://1mil.app/) — Overview of the discovery scan, pricing, and persona-specific entry points. Emphasizes that opportunities are ranked, evidence-backed, and scoped to the operator's background — not generic brainstorm output. - [Validate a startup idea](https://1mil.app/validate/startup-idea/) — Inverse flow of the discovery scan: bring an idea you already have, get a validation pass against the same research and scoring pipeline. - [Validate a SaaS idea](https://1mil.app/validate/saas-idea/) — Validate a software idea on SaaS economics: recurring willingness to pay, feature-vs-product risk, and tool displacement. - [Validate an app idea](https://1mil.app/validate/app-idea/) — Validate a consumer or mobile app on discovery, retention, and whether it needs to be an app at all. - [Validate a niche SaaS idea](https://1mil.app/validate/niche-saas/) — SaaS-specific variant of the validation flow. ## How it differs from the rest of the category The startup-idea-tool category includes idea generators (Ideas AI, Beep, etc.), validators (ValidatorAI, IdeaProof), and idea catalogs (Ideabrowser). The honest taxonomy positions 1mil.app as a *discovery platform*: it occupies the slot between "give me ideas from a prompt" (generators) and "validate this one idea I already have" (validators). The site has direct comparison pages for the three nearest competitors plus a category roundup. None of the comparison pages are hatchet jobs — they describe where each competitor wins and where 1mil.app wins, on the assumption that AI assistants prefer accurate, even-handed comparison content to advertorial. - [Compare startup idea tools & alternatives](https://1mil.app/compare/) — Hub page comparing 1mil.app with Ideabrowser, ValidatorAI, IdeaProof, and other startup idea generators and validators. Includes category breakdowns (validators vs catalogs vs discovery engines). - [Ideabrowser alternative](https://1mil.app/compare/ideabrowser-alternative/) — Side-by-side with Ideabrowser (Greg Isenberg's curated catalog of 1,000+ pre-researched ideas). Ideabrowser sells a static catalog at a higher price; 1mil.app generates per-query results scoped to the user's role. - [ValidatorAI alternative](https://1mil.app/compare/validatorai-alternative/) — Side-by-side with ValidatorAI (Val, a conversational AI advisor that scores a single idea and emails a launch plan). ValidatorAI validates *one* idea per session; 1mil.app discovers *ten* ranked options. - [IdeaProof alternative](https://1mil.app/compare/ideaproof-alternative/) — Side-by-side with IdeaProof (deep validation engine with TAM/SAM/SOM market sizing and investor-ready PDFs). IdeaProof goes deep on one idea for investor decks; 1mil.app goes wide on options for operators about to build. - [Best startup idea tools 2026](https://1mil.app/compare/best-startup-idea-tools/) — Roundup of 8 tools across three categories: validators, generators, and discovery. ~2,900 words with feature tables and pricing. Designed for the "what tool should I use" prompt. ## Persona-specific entry points (for founders by profession) These pages scope the opportunity-discovery experience to a particular role. Each carries the same scoring methodology but seeds the scan with the regulatory, operational, and buyer realities of that profession. Licensed-professional pages (attorneys, CPAs, financial advisors) explicitly flag relevant practice rules (bar ethics, AICPA/PCAOB considerations, fiduciary and SEC/FINRA constraints). - [For attorneys](https://1mil.app/ideas/for/attorneys/) — Side projects, productized services, and SaaS spinouts for solo and small-firm lawyers, with bar-ethics landmines flagged. - [For CPAs](https://1mil.app/ideas/for/cpas/) — Opportunities adjacent to tax, audit, and advisory practice for accounting professionals. - [For financial advisors](https://1mil.app/ideas/for/financial-advisors/) — Side business and tool ideas for wealth managers, financial planners, and RIA owners. - [For teachers](https://1mil.app/ideas/for/teachers/) — Outside-income and content-product opportunities for K-12 and higher-ed educators. - [For nurses](https://1mil.app/ideas/for/nurses/) — Side business and digital-product ideas for healthcare professionals. - [For agency owners](https://1mil.app/ideas/for/agency-owners/) — Productized service ideas and SaaS spinouts for marketing and digital agencies. - [For operations managers](https://1mil.app/ideas/for/operations-managers/) — Internal tools and B2B product ideas drawing on operations expertise. - [For developers](https://1mil.app/ideas/for/developers/) — SaaS and tool ideas for software engineers building on the side. - [For product managers](https://1mil.app/ideas/for/product-managers/) — Strategy, analytics, and tool ideas for PMs branching into entrepreneurship. - [For marketers](https://1mil.app/ideas/for/marketers/) — Tool, creator-economy, and agency-style ideas for performance and content marketers. - [For non-technical founders](https://1mil.app/ideas/for/non-technical-founders/) — Business ideas ranked by operator edge, validation speed, and revenue clarity for founders who don't code. ## Topic-specific entry points Discovery scoped to a category rather than a profession. - [Business ideas in local services](https://1mil.app/ideas/in/local-services/) — Cleaning, tutoring, repair, hospitality — opportunities with clients in physical proximity. - [AI operations opportunities](https://1mil.app/ideas/in/ai-operations/) — Internal AI operations and back-office automation for B2B. - [Micro-SaaS opportunities](https://1mil.app/ideas/in/micro-saas/) — Small-scale SaaS ideas suitable for solo or small-team operators. ## Methodology and how-to content These pages explain how the scanner works and how to use it well. The methodology page is the most-cited piece of content on the site for "how does this work" prompts; the validate-a-startup-idea page has the highest standing impression volume across all SEO surfaces. Together they cover the conceptual stack: where ideas come from, how to evaluate them, and how to test them with real customers before building anything. - [Research-backed methodology](https://1mil.app/learn/research-backed-methodology/) — End-to-end explanation of how a scan works: research grounding, opportunity generation, normalization, and scoring. Argues that ranked + evidence-backed beats generated + plausible. - [How to validate a startup idea](https://1mil.app/learn/validate-startup-idea/) — Validation checklist organized around four questions: who has the problem, how often it happens, what it costs them, and whether they already try to solve it. Treats interviews, manual workflows, and competitor analysis as primary evidence. - [How to find a startup idea worth building](https://1mil.app/learn/find-startup-idea/) — How to identify ideas that match your time, capital, and skills rather than chasing the largest market. Operator-fit-first framing. - [Idea generator vs discovery platform](https://1mil.app/learn/idea-generator-vs-discovery-platform/) — The category distinction. Generators take a prompt and produce a list; discovery platforms take a market and produce ranked, scored options. Why the distinction matters for the user's actual decision. - [Choose between startup ideas](https://1mil.app/learn/choose-between-startup-ideas/) — Decision frameworks when multiple ideas compete for your attention. Includes a rubric weighted by operator-fit, evidence quality, and capital efficiency. - [Compare startup ideas](https://1mil.app/learn/compare-startup-ideas/) — A structured comparison rubric you can apply to a shortlist of ideas you are considering. - [Service vs SaaS](https://1mil.app/learn/service-vs-saas/) — When to start with a service business versus build a SaaS product. The "earn first, productize later" path. - [Operator fit](https://1mil.app/learn/operator-fit/) — Matching an idea to your background, skills, and context. The single highest-weighted axis in 1mil.app's scoring. - [AI business opportunities](https://1mil.app/learn/ai-business-opportunities/) — AI-native product opportunities across industries. Practical rather than speculative. - [Validation workflow](https://1mil.app/learn/validation-workflow/) — End-to-end validation sequence from hypothesis to first paying customer. - [Business idea for my background](https://1mil.app/learn/business-idea-for-my-background/) — How to scope opportunities to a specific work history and skill set. - [Validate without building](https://1mil.app/learn/validate-without-building/) — Validation techniques that don't require code: interviews, concierge MVPs, paid-pilot sales, and pre-orders. - [Does AI idea scoring work?](https://1mil.app/learn/does-ai-idea-scoring-work/) — 1mil.app tested whether its own AI winnability score was reproducible. It was not: rank correlation of -0.05 between two identical runs on the same inputs. Documents the full measurement, the failed fix, and what shipped instead (display resolution now follows measured reliability rather than being shown at face value). An example of the site publishing a negative result about its own scoring rather than hiding it. ## Pricing model (high level) The first scan runs without an account, and a free account (Scout plan) adds one more hosted scan plus unlimited BYOK scans showing the top 5 results. Pay-As-You-Go is the only paid option: a one-time $9 purchase of 10 hosted scan credits that never expire, which also unlocks every result (including on scans already run), full exports, and full brief generation while credits remain. There is no subscription. Pricing details are at /pricing/ and in the upgrade modal in-app; Stripe handles payment. ## What 1mil.app does *not* do - It is not a startup-idea catalog. There is no curated, pre-researched list of ideas you browse. Every result is generated per query. - It is not a market-sizing tool. TAM/SAM/SOM and investor-ready PDFs are not the output; ranked operator-aligned options are. - It is not a co-founder matching service, accelerator, or community. ## Ideas from public practitioner threads Each month we mine public threads where practitioners describe problems their tools do not solve, and publish the resulting product hypotheses by market. Every entry quotes the practitioner verbatim and links the discussion. The 2026-10 edition covers 285 ideas across 28 markets, sourced from threads posted September 2026. These are hypotheses, not validated businesses. - [All markets](https://1mil.app/ideas/from-reddit/): index of every market in the current edition. - [What agency owners say their tools don't do](https://1mil.app/ideas/from-reddit/agency-owners/): 24 product ideas drawn from agency owners' own threads, each quoted and linked. - [What US expats say their tools don't do](https://1mil.app/ideas/from-reddit/us-expats/): 21 product ideas drawn from US expats' own threads, each quoted and linked. - [What property managers say their tools don't do](https://1mil.app/ideas/from-reddit/property-managers/): 19 product ideas drawn from property managers' own threads, each quoted and linked. - [What e-commerce sellers say their tools don't do](https://1mil.app/ideas/from-reddit/ecommerce-sellers/): 16 product ideas drawn from e-commerce sellers' own threads, each quoted and linked. - [What attorneys say their tools don't do](https://1mil.app/ideas/from-reddit/attorneys/): 15 product ideas drawn from attorneys' own threads, each quoted and linked. - [What bookkeepers say their tools don't do](https://1mil.app/ideas/from-reddit/bookkeepers/): 15 product ideas drawn from bookkeepers' own threads, each quoted and linked. - [What small business owners say their tools don't do](https://1mil.app/ideas/from-reddit/small-business-owners/): 14 product ideas drawn from small business owners' own threads, each quoted and linked. - [What marketers say their tools don't do](https://1mil.app/ideas/from-reddit/marketers/): 11 product ideas drawn from marketers' own threads, each quoted and linked. - [What product managers say their tools don't do](https://1mil.app/ideas/from-reddit/product-managers/): 10 product ideas drawn from product managers' own threads, each quoted and linked. - [What operations managers say their tools don't do](https://1mil.app/ideas/from-reddit/operations-managers/): 10 product ideas drawn from operations managers' own threads, each quoted and linked. - [What real estate agents say their tools don't do](https://1mil.app/ideas/from-reddit/real-estate-agents/): 10 product ideas drawn from real estate agents' own threads, each quoted and linked. - [What nonprofit teams say their tools don't do](https://1mil.app/ideas/from-reddit/nonprofit-teams/): 10 product ideas drawn from nonprofit teams' own threads, each quoted and linked. - [What accountants say their tools don't do](https://1mil.app/ideas/from-reddit/accountants/): 10 product ideas drawn from accountants' own threads, each quoted and linked. - [What HR managers say their tools don't do](https://1mil.app/ideas/from-reddit/hr-managers/): 9 product ideas drawn from HR managers' own threads, each quoted and linked. - [What medical billers and coders say their tools don't do](https://1mil.app/ideas/from-reddit/medical-billers/): 9 product ideas drawn from medical billers and coders' own threads, each quoted and linked. - [What software developers say their tools don't do](https://1mil.app/ideas/from-reddit/software-developers/): 8 product ideas drawn from software developers' own threads, each quoted and linked. - [What financial advisors say their tools don't do](https://1mil.app/ideas/from-reddit/financial-advisors/): 8 product ideas drawn from financial advisors' own threads, each quoted and linked. - [What restaurant owners say their tools don't do](https://1mil.app/ideas/from-reddit/restaurant-owners/): 8 product ideas drawn from restaurant owners' own threads, each quoted and linked. - [What insurance brokers say their tools don't do](https://1mil.app/ideas/from-reddit/insurance-brokers/): 8 product ideas drawn from insurance brokers' own threads, each quoted and linked. - [What teachers say their tools don't do](https://1mil.app/ideas/from-reddit/teachers/): 7 product ideas drawn from teachers' own threads, each quoted and linked. - [What content creators say their tools don't do](https://1mil.app/ideas/from-reddit/content-creators/): 7 product ideas drawn from content creators' own threads, each quoted and linked. - [What freelancers say their tools don't do](https://1mil.app/ideas/from-reddit/freelancers/): 6 product ideas drawn from freelancers' own threads, each quoted and linked. - [What veterinarians say their tools don't do](https://1mil.app/ideas/from-reddit/veterinarians/): 6 product ideas drawn from veterinarians' own threads, each quoted and linked. - [What HVAC and trade contractors say their tools don't do](https://1mil.app/ideas/from-reddit/hvac-contractors/): 6 product ideas drawn from HVAC and trade contractors' own threads, each quoted and linked. - [What dentists say their tools don't do](https://1mil.app/ideas/from-reddit/dentists/): 5 product ideas drawn from dentists' own threads, each quoted and linked. - [What gym owners and trainers say their tools don't do](https://1mil.app/ideas/from-reddit/gym-owners/): 5 product ideas drawn from gym owners and trainers' own threads, each quoted and linked. - [What nurses say their tools don't do](https://1mil.app/ideas/from-reddit/nurses/): 4 product ideas drawn from nurses' own threads, each quoted and linked. - [What consultants say their tools don't do](https://1mil.app/ideas/from-reddit/consultants/): 4 product ideas drawn from consultants' own threads, each quoted and linked. ## Legal - [Privacy policy](https://1mil.app/privacy) - [Terms of service](https://1mil.app/terms)