Whitespace.
See who already built your idea — and the space they left open.

WHITESPACE · CLUSTER INDEX · 9,969 CLUSTERS

Clusters

Every group of products the index has found building the same thing. Biggest collisions first, or newest first — all 9,969 of them, 50 to a page.

  1. Live streaming interaction apps10 entriesfirst seen 2026-08-21This cluster consists of mobile apps focused on real-time live video streaming, allowing users to broadcast, watch, and interact with viewers during streams. Dated entries before the index start appear sparsely from October 2021 to July 2026, with single entries in several months, becoming slightly more frequent in late 2025 and 2026. Traction leaders are Brix and Device-Donation-Controller-2026, both at 1 star, while Pulse-Live-Streaming-App trails at 0 stars.
  2. Code review and diff tools10 entriesfirst seen 2026-08-20This cluster consists of web apps that help developers review code changes, including merging, diff visualization, and quality checks. The dated history before the index start has only 4 entries, too thin to read a shape from. In terms of traction, jarvis-code-reviewer leads with 4 stars, while others have 0.
  3. Real estate developer project websites10 entriesfirst seen 2026-08-20This cluster consists of websites for real estate and property development companies, designed to present residential projects, listings, and sales information to prospective buyers. The dated history is too thin to read a shape from—only a single entry predates the index start, so no timeline pattern can be determined. Traction leaders, based on activity signals, include Bharwana-Estates-Developer, abrajdevelopment, and tallfast, each currently at 0 stars.
  4. AI 3D creation tools10 entriesfirst seen 2026-08-19This cluster comprises web-based tools for 3D modeling and scene creation, leveraging AI to generate images, videos, and models. The dated entry history is too thin to read a shape from, with only one dated entry prior to the index start. Among the members, openreality shows the highest traction with 118 stars, followed by Open3DStudio with 86 and SMART-3D with 2.
  5. Chargeback dispute automation tools10 entriesfirst seen 2026-08-18This cluster focuses on software that helps merchants manage payment chargebacks and disputes, often by automating evidence gathering, drafting responses, and analyzing reason codes. The dated history is too thin to read a shape from, with only two dated entries before the index start. Traction is led by stripe-dispute-auto-answer with 2 stars, while other members have 0 stars.
  6. AI social media schedulers10 entriesfirst seen 2026-08-18This cluster consists of apps and tools that automatically schedule and publish social media posts, often using AI for content generation and analytics. Their dated history is too thin to read a shape from—only three entries predate the index, so the cluster's earliest trajectory is unclear. On traction, Releases leads with one star, while two other members have zero stars.
  7. Discord community management bots10 entriesfirst seen 2026-08-17This cluster consists of Discord bots that automate community operations such as support tickets, role assignment, moderation, applications, rank tests, case tracking, and contest leaderboards. The dated history before the index start is too thin to read a shape from—only 0 dated entries exist, indicating the cluster either predates the index or its members are undated. Among traction leaders, ZscriptBot has the highest activity with 3 stars, while Tierlist-Discord-Bot- and habab-tracker each have 0 stars.
  8. macOS speech transcription and synthesis apps10 entriesfirst seen 2026-08-16This cluster consists of macOS applications that convert spoken audio—whether dictated live or from audio files—into text, and in some cases also generate synthesized speech from that text. The cluster's dated history before the index start is too thin to read a shape from, with zero dated entries, so the cluster either predates the index or its members are undated. Traction leaders by activity signal are nockerl-voice (11 stars), VoxWeft (6 stars), and naxvoice (1 star).
  9. School lab management platforms10 entriesfirst seen 2026-08-16This cluster consists of web apps that manage various operations for school laboratories, including participant accounts, reservations, equipment inventory, project assignments, catering, and budgets. The dated entry history before the index start is too thin to read a shape from—only 0 dated entries exist, meaning the cluster predates the index or its members are undated. Among traction leaders, labsch leads with a 5-star activity signal, while the other members show minimal traction.
  10. JEE exam prep web apps10 entriesfirst seen 2026-08-16These web apps assist students preparing for the JEE engineering entrance exam, offering mock tests, practice questions, progress tracking, and scheduling tools. The cluster's dated history is too thin to read a shape from—only 0 dated entries exist before the index start, indicating members predate the index or are undated. Traction leads with 'joule' at 3 stars, followed by 'SLOPE' at 1 star and 'jee-prep-app' at 0 stars.
  11. Self-hosted VPN admin panels10 entriesfirst seen 2026-08-16This cluster consists of self-hosted admin panels for managing VPN proxy servers, with features like user subscriptions, usage analytics, Telegram notifications/ordering, and multi-admin roles. The dated history before the index is too thin to read a shape from, as only 1 entry exists. Traction is led by SE7O-SNA-panel with 5 stars, followed by vpanel with 3 stars.
  12. Vercel-hosted web apps10 entriesfirst seen 2026-08-16This cluster consists of seven web applications deployed on Vercel, most with unclear or unspecified purposes and minimal descriptions. The dated history is too thin to read a shape from, as no dated entries exist before the index start; the cluster predates the index or its members are undated. Traction leaders are hue-crafted-pages, 2asda, and task25, each with zero stars, indicating negligible community activity.
  13. nutritionist practice management platforms10 entriesfirst seen 2026-08-15This cluster consists of SaaS practice-management platforms built for nutrition professionals, covering appointment scheduling, anthropometric tracking, anamnesis/clinical follow-up, and meal-plan building. The cluster's dated history is too thin to read a shape from -- only one dated entry exists before the index start, so it predates the index or its members are undated. On traction activity signal, Poshan-app, nutricion_nuevo, and nutrix lead the cluster.
  14. AI pipeline visual builders10 entriesfirst seen 2026-08-15These are visual workflow builders for designing, validating, and running AI pipelines via drag-and-drop nodes, covering text, image, video, and language model steps. With only one dated entry before the index start, the cluster's dated history is too thin to read a shape from—it predates the index or its members are undated. Traction is led by dsh-deepseek-flow (71 stars), followed by CogniBlock (10 stars) and LocalNodeAI (1 star).
  15. Dessert shop ordering platforms10 entriesfirst seen 2026-08-15This cluster consists of online ordering storefronts paired with admin dashboards for dessert businesses, covering menu browsing, cart checkout, order management, and sometimes customer or financial oversight. The cluster's dated history is too thin to read a shape from – it predates the index or its members are undated. Activity signals among the traction leaders are minimal, with cheesecake_store_website at one star and the others at zero.
  16. Receipt scanning expense trackers10 entriesfirst seen 2026-08-15A cluster of web apps that let users photograph receipts to automatically extract and categorize expenses, search spending history, and generate statistics or budgeting tips. Only one dated entry exists before the index start, so the dated history is too thin to read a shape from—the cluster predates the index or its members are undated. Traction leaders all show zero stars, with receipt-scanner, ev-charge-log, and Personal-Finance-for-Abroad tied at the top.
  17. Encrypted macOS clipboard managers10 entriesfirst seen 2026-08-15These are native macOS clipboard managers that store encrypted history, offering search, keyboard shortcuts, PIN protection, automatic secret detection, and encrypted sync between devices. The dated history before the index start is too thin (only 2 entries) to discern a growth shape. Traction leaders are LibrePaste (7 stars), Klipvault (3 stars), and Floatcut (1 star).
  18. AI chat apps with history10 entriesfirst seen 2026-08-15This cluster comprises web-based chat applications focused on AI conversations, all offering persistent conversation history and user accounts. The dated entry history before the index start is too thin to read a shape from, with only four dated entries. Traction leaders, based on activity signal, are Patchbay, tengra, and Chat_Bot, each with zero stars.
  19. Fashion e-commerce management platforms10 entriesfirst seen 2026-08-15This cluster comprises web platforms that pair a fashion storefront with an admin dashboard for managing products, categories, inventory, collections, and orders. The dated history is too thin to read a shape from: there are no dated entries before the index start, indicating the cluster predates the index or its members are undated. Traction leaders, each currently at 0 stars, are painel-estoque-streetwear, local-distributors, and PandaWorld-Admin.
  20. Email management chat bots10 entriesfirst seen 2026-08-14These are chat-platform bots that generate temporary email addresses, automate Gmail account creation, or consolidate newsletter emails, typically forwarding incoming messages and verification codes to users via Telegram or Discord. The cluster's dated history is too thin to read a shape from — it predates the index or its members are undated. Among members with activity signals, tempmail-telegram-bot leads with 23 stars.
  21. AI text summarization apps10 entriesfirst seen 2026-08-14This cluster consists of web applications (plus one React frontend) that use AI to summarize reading materials, documents, or books, with one tool also highlighting parts of speech for language learning. The dated history before the index start is too thin to read a shape from, as only 2 dated entries exist. Traction is led by agente-leitura-sumarizacao-react-frontend with 2 stars; the other tracked products have 0 stars.
  22. Personal safety & SOS alert apps10 entriesfirst seen 2026-08-14This cluster consists of mobile and web applications focused on personal safety, SOS alerts, location sharing, and community safety features. The dated history predating the index is too thin to discern a trend, with only 4 dated entries. Traction leaders by activity signal include Citizen: Safety & Live Video, safexwithcodesherlox, and yatri-rakshak, though all show zero stars.
  23. Academic conference management platforms10 entriesfirst seen 2026-08-14This cluster comprises web platforms for managing academic conferences and journals, covering submission, peer review, registration, and payments. The cluster's dated history is too thin to read a shape from — it predates the index or its members are undated. Traction leaders all register zero stars, indicating minimal activity signals.
  24. Hotel booking web apps10 entriesfirst seen 2026-08-14This cluster consists of web applications for hotel reservations, letting guests request or book rooms and manage their stays while staff or admins manage rooms, prices, and offers through dashboards. The cluster's dated history is too thin to read a shape from, with only 2 dated entries before the index start, so it predates the index or its members are undated. On traction, the listed leaders all show 0 stars: Siros_Reserva is first, followed by StayEasy-Hotel-Booking-System and De-classic.
  25. Roblox Lua script executors10 entriesfirst seen 2026-08-14This cluster consists of Windows applications that load and execute Lua scripts inside Roblox to automate gameplay, customize games, and unlock features, often including debugging, sandboxing, or multiple executors. The dated history before the index start is too thin to read a shape from — only 0 dated entries exist, so the cluster predates the index or its members are undated. Among traction leaders, Roblox-Pack-Executor-2026 leads with 77 stars, followed by Swift-Executor and Fluxus-Roblox-Executor with 1 star each.
  26. Task management web apps10 entriesfirst seen 2026-08-14This cluster consists of web apps for managing to-do tasks, all offering basic CRUD operations. Several add features like user accounts, persistent storage, real-time updates, filtering, and image uploads. The dated history is too thin to read a shape from — only three dated entries exist before the index start. Traction leaders all show zero stars: ai-task-manager, todo-app, and BigLyp-.
  27. Minecraft desktop launchers10 entriesfirst seen 2026-08-14This cluster consists of desktop launchers for Minecraft that handle game version downloads, Java runtime setup, memory configuration, and account login for both client and server scenarios. The dated history is too thin to read a shape from, as only one entry predates the index start; the cluster predates the index or its members are undated. On traction, MikoLauncher leads with 2 stars, followed by Monoryx with 1 star and launcher with 0 stars.
  28. Japan and Asia travel platforms10 entriesfirst seen 2026-08-14This cluster consists of nine travel-related platforms, with a strong focus on Japan (regional guides, nationwide booking, local experiences) and some coverage of broader Asia (India, women's community). The dated history is too thin to read a shape from — only one dated entry exists before the index start, so no trend is discernible. Traction-wise, magical_trip leads with four activity stars, while other members have none.
  29. DSH usage analytics dashboards10 entriesfirst seen 2026-08-14These products are dashboards and plugins for DeepSeek Harness that track token usage, costs, trends, provider balances, and server metrics, often with heatmaps, CSV export, and budget alerts. The cluster's dated history is too thin to read a shape from--it predates the index or its members are undated. Traction leaders are dsh-timeline(30 stars_ and DshCockpit(24 stars_, withdsh-server-deck trailingat4 stars.
  30. Disaster relief coordination apps10 entriesfirst seen 2026-08-13The cluster comprises web apps that coordinate disaster response, focusing on earthquake relief, volunteer management, and translation of regional field reports. The cluster's dated history is too thin to read a shape from, with only one dated entry before the index start, indicating it predates the index or has undated members. For traction, the leaders are alianzasporcolombia, Disaster-relief, and ResQPoute-SOS-Aid, all with zero stars.
  31. Food ordering mobile apps10 entriesfirst seen 2026-08-13This cluster comprises mobile apps for browsing food menus, searching and filtering items, customizing orders, and managing a cart to place delivery orders. The dated history before the index start includes only two entries, too few to discern a timeline shape. Traction leaders, based on activity signal, are food_ordering, food-ordering, and fast_food-app, each with zero stars.
  32. Fitness studio management apps10 entriesfirst seen 2026-08-13This cluster consists of management applications for fitness studios and gyms, covering class bookings, memberships, class credits, trainer administration, and reporting. The dated history is too thin to read a shape from, as fewer than five dated entries exist before the index start—it predates the index or its members are undated. Traction leadership is held by Sigma-Fitness-Studio, which shows the highest activity signal with 1 star, while other members have 0 stars.
  33. Coding agent desktop managers10 entriesfirst seen 2026-08-13This cluster consists of desktop apps that help developers manage, configure, and switch between local coding agents such as Claude Code and Codex. The cluster's dated history is too thin to read a shape from: it has no dated entries before the index start, so it predates the index or its members are undated. Among traction leaders, uni-switch shows the strongest activity signal with 26 stars, followed by solenta with 6 stars and agentcp with 1 star.
  34. Print shop management software10 entriesfirst seen 2026-08-13This cluster comprises software for print shops to manage orders, production workflows, quotes, billing, inventory, and customer relationships. The cluster's dated history is too thin to read a shape from — only two dated entries exist before the index start, so it predates the index or its members are undated. Traction leaders are LP, ans-orion-crm, and deleprint-sistema, each with 0 stars.
  35. Local-first note-taking apps10 entriesfirst seen 2026-08-13This cluster comprises note-taking and memo apps that prioritize local storage, automatic timestamps, and basic organization like search and folders. The five dated entries before the index show sporadic releases (2015, 2017, 2019, 2021, 2025) with no clear cadence. Traction is minimal, led by nota-workspace (1 star) and moarchy-keep and notes (0 stars each).
  36. Secure ephemeral note sharing10 entriesfirst seen 2026-08-13This cluster consists of secure note-sharing applications that enable sharing via expiring links, one-time access, password protection, and revocation. The dated entry history is too thin (only 3 entries before the index start) to discern a timeline shape, so the cluster appears to predate the index or have undated members. All three traction leaders show zero stars, indicating minimal public engagement so far.
  37. Brazilian real estate investment tools10 entriesfirst seen 2026-08-13This cluster comprises tools for analyzing Brazilian real estate and investment opportunities, including property auctions, stock/REIT screening, fund simulation, and market trend mapping. Only one member has a dated entry before the index start, and three members have no source date, so the cluster's dated history is too thin to read a shape from. Among members with activity signals, tabelainvest, Prospect-Finder-Brasil, and simulador-fii-app lead, though all show zero stars.
  38. Desktop file organizer apps10 entriesfirst seen 2026-08-12This cluster consists of desktop applications that automatically sort or organize files by user-defined rules, file extension, or type, detect duplicates by content, and offer undo for changes. The dated history is too thin to read a shape from: only 3 dated entries exist before the index start, so the cluster predates the index or its members are undated. Traction leaders are orderly-files and File-Organizer, each with 3 stars, while Organizador-archivos has 0 stars.
  39. Windows/Office KMS activation tools10 entriesfirst seen 2026-08-12This cluster consists of utilities and scripts that activate Windows 10/11 and Microsoft Office offline via KMS or hardware-based methods, often to unlock full features without a subscription. The cluster's dated history is too thin to read a shape from — it predates the index or its members are undated. Traction is led by Microsoft-Activation-Scripts (101 stars), followed by KMSAuto2026 (67 stars) and windows-after-install (1 star).
  40. Plagiarism and AI content detection10 entriesfirst seen 2026-08-12This cluster consists of web tools that detect plagiarism and AI-generated content in text and images, with some offering source matching, excerpts, and score explanations for research papers. The cluster's dated history is too thin to read a shape from, with only 2 entries dating before the index start, so it predates the index or its members are undated. On traction, credence leads the activity signal, followed by khacks4in1-Ideaspace, and plagiaright-dark.
  41. E-commerce platforms with integrated payments10 entriesfirst seen 2026-08-12This cluster comprises e-commerce websites and full-stack platforms focused on selling products online with integrated payment processing, often adding content management, forms, media storage, or niche-specific features. The dated history is too thin to read a shape from — only one dated entry exists before the index start, so the cluster predates the index or its members are undated. Traction leaders, based on activity signal, are portfolio, aurastore, and pinaki-store, each showing 0 stars.
  42. macOS remote file access tools10 entriesfirst seen 2026-08-12This cluster consists of macOS apps for connecting to and serving remote file systems—covering FTP servers, SFTP mounts, and WebDAV integration. The dated history is too thin to read a shape from, with zero dated entries before the index start, indicating the cluster predates the index or most members are undated. Among traction leaders, syncpoint leads with 3 activity stars, followed by sshdrive and FTPServer-macOS at 1 star each.
  43. Church management websites10 entriesfirst seen 2026-08-12This cluster is made up of church and ministry websites that pair a public-facing site with an admin dashboard for managing content such as sermons, events, prayer requests, donations, and member data. The dated history is too thin to read a shape from: only two dated entries exist before the index start, so the cluster predates the index or its members are undated. Traction leaders by activity signal are tcbchurch, fgo-ministry, and city-mega-church, all at 0 stars.
  44. AI audio/video transcription and translation apps10 entriesfirst seen 2026-08-12This cluster comprises web apps that transcribe speech from audio or video and translate it into another language, often for subtitles, dubbing, or documentation. The dated entry history is too thin to read a shape from – only one dated entry before the index start, so the cluster predates the index or its members are undated. SubGame-Lab leads on traction with 4 stars, while other members show no activity signal.
  45. Sports club websites10 entriesfirst seen 2026-08-12This cluster comprises websites for sports clubs and organizations, primarily volleyball clubs, that present club information, schedules, news, and credentials. The dated history is too thin to read a shape from, with only a single dated entry before the index start. The top activity signals are bergopwijgmaal, panthers-aqp, and isakasports, though all show zero stars.
  46. GST invoicing & tax compliance10 entriesfirst seen 2026-08-12This cluster consists of tax-compliance and billing applications, with a strong focus on Indian GST invoicing, filing, and reconciliation for small businesses, alongside a few variants for other tax regimes (Philippines, Kenya). Entries appeared sporadically from June 2025 through June 2026, with a slight concentration in May 2026. Traction is minimal across the cluster, as the leading products (CompliBot, Lekhva-ERP, gst-saathi) each show zero stars, indicating no product has yet gained significant user traction.
  47. Desktop YouTube Music players10 entriesfirst seen 2026-08-11This cluster consists of desktop music players that stream from YouTube Music, offering search, playlists, and ad-free listening. The dated history is too thin to read a shape from, with only two dated entries before the index start. Among traction leaders, youtube-music leads with 789 stars, while LumeFetch has 1 star and hearth has 0.
  48. Travel itinerary and expense planners10 entriesfirst seen 2026-08-11This cluster consists of web apps that help travelers plan multi-city trips by combining interactive map itineraries with multi-currency expense tracking and analytics. The dated history before the index start is too thin to read a shape from, with only one dated entry. In terms of traction, travel-screen leads with 1 star, while the other two members have 0 stars.
  49. Self-hosted product analytics platforms10 entriesfirst seen 2026-08-11This cluster consists of self-hosted product analytics platforms that ingest events and provide funnels, retention, dashboards, and related features. The dated history before the index start is too thin to read a shape from, as no dated entries exist. Among traction signals, candela leads with 7 stars, while the other two listed have 0 stars.
  50. Combat sports gym member portals10 entriesfirst seen 2026-08-11This cluster consists of member management and portal systems for combat sports gyms, focusing on boxing and Brazilian Jiu-Jitsu operations. The dated history is too thin to read a shape from, as there are no dated entries before the index start. The traction leaders are BOX, JiuJitsu-timer, and ahmed-mex, all tied at zero activity signal.

How to read this list

HOW TO READ THIS

A cluster is a group of products whose descriptions sit close together, redrawn from scratch every night. Groups split, merge and disappear between rebuilds, and a group's size can change without a single product changing. Read this as a map of where ideas crowd, not a census — most products sit in no cluster at all.

Many labels here are auto-generated from the group's own text rather than written, and the summaries and gap analyses lag behind the clustering: the pass that writes them has not caught up with the groups the last rebuild created. A missing summary means we have not written one, not that there is nothing to say.

“First seen” is the earliest date any member carries, which is a creation date where the source published one and a crawl date otherwise. Nothing in the index was found before 11 August 2026, and coverage broadened sharply on 14–15 August, so an early date reports how far back a member's own source dated it — not how long we have been watching. The Pulse carries the live totals.