Find software gaps and app ideas with proven demand

Speculora is the demand × saturation × gap map for software opportunities — think Jungle Scout, but for app and software ideas instead of Amazon products. It shows solo developers and indie hackers where software demand is crowded versus where exploitable gaps sit.

It is not another idea generator. Every grade is computed from hand-curated, real-world data — real user reviews mined from the app stores, the problems developers raise on technical forums, and each incumbent app’s rating, review count, and price — refreshed weekly and shown raw, quotes and counts included, so the picture never goes stale.

The unit is a task, not a market

Speculora breaks software down into discrete tasks — concrete things people want done, like “split a restaurant bill among friends” or “track a budget across multiple bank accounts.” Each task is scored on demand, competition, and how badly the existing apps serve it.

Every task is graded on a gap gradient

Prime GapHeavily used and done badly — the most disruptable.
Lacks FeaturesApps exist but miss features users ask for.
Poorly ExecutedRight features, bad UX, bugs, or outdated.
Too ExpensiveSolved, but priced beyond a segment.
Fully ServedGood apps already cover what people want.

The opportunity map — 15 domains

Every grade is computed from raw market data: real user reviews mined across the App Store, Google Play, Hacker News, and Stack Exchange, plus each incumbent app’s rating, rating count, and price. Explore the live, interactive map above, or jump into a domain:

Health & Fitness

33 tasks · top opportunity 100 · Activity & Steps, Sleep & Recovery, Nutrition & Diet, Health Tracking, Mind & Meditation, Workouts & Exercise, Habits & Goals

Food & Cooking

28 tasks · top opportunity 99 · Recipes & Discovery, Grocery & Shopping, Meal Planning, Sharing & Community, Pantry & Inventory, Cooking & Technique

Shopping & Deals

25 tasks · top opportunity 99 · Delivery Tracking, Deals & Savings, Discovery, Buy & Sell, Lists & Wishlists, Checkout & Payments

Productivity & Organization

29 tasks · top opportunity 98 · Notes & Documents, Calendar & Scheduling, Focus & Time, Tasks & To-dos, Planning & Goals

Entertainment & Streaming

25 tasks · top opportunity 98 · Subscriptions, Live & Sports, Track & Log, Discover, Family, Social

Money & Finance

30 tasks · top opportunity 97 · Banking & Accounts, Bills & Subscriptions, Transactions, Business & Taxes, Budgeting & Expenses, Travel & Currency, Investing, Credit & Debt, Saving & Goals

Music & Audio

24 tasks · top opportunity 96 · Podcasts, Playlists, Music Listening, Library & Sound, Discovery, Audiobooks

Social & Communication

26 tasks · top opportunity 93 · Messaging, Safety & Control, Groups & Communities, Voice & Video, Social Feeds, Sharing & Presence

Photo & Video

28 tasks · top opportunity 92 · Photo Editing, Video Editing, Organize & Manage, Design & Collage, Capture

Utilities & Tools

24 tasks · top opportunity 90 · Privacy & Security, Network, Scan & Documents, Files & Storage, Device Tools, Convert & Compute

Sports & Outdoors

29 tasks · top opportunity 86 · Scores & Fantasy, Teams & Coaching, Outdoor & Hiking, Field & Court Sports, Endurance Performance, Water & Snow

Travel & Local

25 tasks · top opportunity 85 · Travel Logistics, Flights, Navigation & Maps, Planning & Itinerary, Stays, Local Discovery

Lifestyle

31 tasks · top opportunity 81 · Habits & Routines, Journaling & Mood, Dating & Relationships, Pets, Home & Living, Parenting & Baby

Education & Learning

26 tasks · top opportunity 63 · Exams & Homework, Language Learning, Study & Memory, Kids Learning, Courses & Skills, Reference & Reading

Business & SMB

29 tasks · top opportunity 63 · Scheduling & Booking, Time & Team, Invoicing & Payments, Inventory & Operations, Clients & CRM, Field Service & Trades

Explore

All gaps ranked by opportunity · Browse by domain · Ships — vetted indie projects · What is Speculora? · Privacy · Terms