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WHITESPACE · CLUSTER INDEX · 10,202 CLUSTERS

Clusters

Every group of products the index has found building the same thing. Biggest collisions first, or newest first — all 10,202 of them, 50 to a page.

  1. Personal finance tracking apps7 entriesfirst seen 2026-03-12This cluster comprises personal and microfinance tracking apps built with React or React Native and a Supabase backend, covering expense, income, budget, and debt management. Entries appear sporadically from March 2025 through July 2026, with the pre-index period showing eight dated creations concentrated in 2026. The highest-activity projects (expense-tracker, contafacil, fcl-microfinance) all have zero stars, indicating early-stage traction.
  2. Hair oil brand websites7 entriesfirst seen 2026-03-12This cluster comprises websites for hair oil brands, ranging from informational marketing pages to full e-commerce stores with features like hair quizzes, order tracking, and admin dashboards. The cluster's dated history is too thin to interpret a growth pattern, as fewer than five dated entries exist before the index start. Among the members with activity signals, virgincoconutoil.id, vitalis, and zulfcare-shine-site lead, though each currently shows zero stars.
  3. Chit fund management platforms7 entriesfirst seen 2026-03-09These products cover web and mobile platforms for managing chit funds and rotating savings groups, including auctions, contributions, disbursement, KYC, and compliance; one also enables collective NFT investments. The cluster's dated history is too thin to read a shape from, as only 3 dated entries exist before the index start. The traction leaders are -cheetu, VSYK_APP-DEP, and chitfund-os, each with 0 stars.
  4. Discover Event Hub7 entriesfirst seen 2026-03-07
  5. Music playlist sync tools7 entriesfirst seen 2026-03-04This cluster consists of tools that synchronize playlists and music libraries between streaming services and local files, often with deduplication and fuzzy matching. The dated history before the index is too thin to read a shape from—only four dated entries exist, so the cluster's early timeline is unclear. Among members with activity signals, music-transit leads with two stars.
  6. Gym management web apps7 entriesfirst seen 2026-03-03These products are web applications for gym administrative operations and member data management, with some offering role-based access for administrators, instructors, and members. 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. The traction leaders, each with zero stars, are gritbase-releases, Revira-gym-project, and Offline-GYM-Management-System.
  7. Waitlist landing page platforms7 entriesfirst seen 2026-02-23This cluster comprises web platforms for building waitlist and launch pages, collecting email signups, and managing subscriber growth for upcoming products. Entries appeared steadily from December 2025 through April 2026, with two entries in December and March and one in each other month, indicating a consistent but low level of activity. Traction leaders include waitbee and waitless, each with 1 star, while SaaSWaitlist has 0 stars.
  8. Vertical-specific CRM platforms7 entriesfirst seen 2026-02-22This cluster comprises vertical-specific CRM and operations platforms for travel agencies, immigration consultants, hospitality venues, film production companies, and transportation brokers, all focused on managing clients, bookings, and workflows. The dated entry history before the index covers six months (July 2025–July 2026) with entries occurring in five of those months, including two in February 2026, but the overall counts are too low to discern a clear trajectory. Traction leaders are LaneTool, Yuzu_Immigration, and MyConsultant, each with zero stars, indicating minimal early engagement.
  9. VRChat OSC companion apps7 entriesfirst seen 2026-02-22This cluster consists of desktop and Linux companion applications for VRChat that use the OSC protocol to send chatbox messages, display system stats, translate conversations, or stream RTSP/VRCDN content in-game. Dated entries appeared roughly monthly from February through May 2026, with a gap in June and one entry in July, showing a steady trickle of releases. The traction leaders (proton-cachyos-rtsp-bin, osc-dreamchatbox, openchatbox) all have 0 stars, indicating minimal community engagement so far.
  10. Personality assessment web apps7 entriesfirst seen 2026-02-22This cluster comprises web-based personality and behavioral assessment tools, including DISC, Big Five, MBTI, and Jung-based typologies, that generate reports for career guidance, hiring, and self-reflection. The dated history is too thin to read a shape from—only two dated entries predate the index, and most members lack source dates. Traction leaders by activity signal are kleurenprofiel-web, disc-profil, and disc-test, each with zero stars.
  11. AI custom dress design apps7 entriesfirst seen 2026-02-22This cluster consists of AI tools that generate personalized clothing and dress designs from user preferences, spanning dream closets, wedding dresses, and bridal planning. The dated history is too thin to read a shape from—only two dated entries exist before the index start, and three members lack source dates. Traction is led by Ai-Bag-Design, COSPLAY-AI-Intelligent-Costume-Customization-Using-LLM-CNN-and-NLP, and Bride View: Wedding Dress, all with zero stars but the highest activity signals in the cluster.
  12. AI livestream clip generators7 entriesfirst seen 2026-02-22These tools help streamers and content creators automatically extract, edit, and publish highlight clips from live video, often using AI for highlight selection, transcription, captioning, and trimming. The cluster's dated history is too thin to read a shape from — only two pre-index dated entries exist and one member is undated. Among traction leaders, Auto-YT-Clipper shows the highest activity signal with 3 stars, followed by replaycut (2 stars) and clippashippa (0 stars).
  13. AI-judged debate platforms7 entriesfirst seen 2026-02-18This cluster covers real-time platforms where users engage in structured, often 1v1 debates that are evaluated by AI, sometimes including ELO rankings, tournaments, and coaching. The dated history is too thin to read a shape from—only 2 dated entries exist before the index start, so the cluster predates the index or its members are undated. Among traction leaders, The_Socratic_Arena shows the highest activity signal (2 stars), followed by debate-coach (1 star) and debate-arena (0 stars).
  14. Eco-friendly transport comparison tools7 entriesfirst seen 2026-02-16This cluster consists of web and mobile applications that compare the carbon footprints of different transportation options and recommend the most sustainable choice. The cluster's dated history is too thin to read a shape from, as only one dated entry exists before the index start, with the rest of the members undated. Among traction signals, Carbvium stands out with 4 stars, while Ecostream and Comparez l'empreinte carbone de vos voyages have 0 stars each.
  15. Live broadcast graphics overlays7 entriesfirst seen 2026-02-15This cluster comprises tools for creating and controlling real-time graphics—lower-thirds, tickers, overlays—for live video production and streaming. The dated history before the index start includes only 3 entries, too thin to read a timeline shape from; the cluster likely predates the index or has undated members. On traction, holographics leads with 27 stars, followed by DaroEngine2 (4 stars) and FDNvsLauchang (0 stars).
  16. Restaurant food ordering web apps7 entriesfirst seen 2026-02-11This cluster consists of web applications for browsing restaurant menus, managing a cart, checking out, and tracking order status in real time. The dated entry history is too thin (only three dated entries) to infer a timeline shape, so the cluster either predates the index or most members are undated. Among traction leaders, Food-Express shows the highest activity signal with 2 stars, while zomato-clone and RaftEats each have 0 stars.
  17. Wedding gift registry platforms7 entriesfirst seen 2026-02-06This cluster consists of web applications for wedding gift registries, enabling couples to create lists of gifts and guests to view, select, or contribute funds. The dated history is too thin to read a shape from, with only one dated entry before the index start, so no trend can be inferred. Traction leaders among these members are netro_register, kdovie, and wedding-wishlist, all currently at zero stars, indicating minimal activity.
  18. Viral waitlist growth tools7 entriesfirst seen 2026-02-06This cluster consists of waitlist tools that add referral codes, viral loops, leaderboards, and analytics to grow product waitlists. Entry dates before the index show no clear pattern, with five members appearing across 2025-03, 2026-02, 2026-03, 2026-06, and 2026-07. Traction among dated members is minimal, with waitloop leading at 1 star, while others have 0 stars.
  19. Islamic modest fashion stores7 entriesfirst seen 2026-02-05This cluster comprises online stores selling Islamic clothing, hijabs, modest fashion, gifts, and home décor, primarily targeting Muslim shoppers. The dated history is too thin to read a shape from, as only three members have pre-index source dates, and the remaining members are undated. Traction leaders are Al-Hadi-Store, hijabiyan, and Hijab-Zaayluma, each with zero stars, indicating minimal observable activity.
  20. Webcam AI fitness form coaching7 entriesfirst seen 2026-01-28This cluster consists of AI fitness apps that use webcam pose tracking to automatically count exercise reps, score form, and provide real-time feedback during workouts. Members also track workout history, and one additionally covers nutrition and body metrics. The dated history before the index start is too thin to read a shape from — it predates the index or its members are undated. Traction is led by shapeAI, followed by grooveform and promptups, though all show zero stars.
  21. Virtual pet screen time blockers7 entriesfirst seen 2026-01-27The cluster consists of screen-time control apps that block distracting apps during focus sessions or usage limits, using a virtual pet that grows or evolves with progress to encourage adherence. The dated entry history (six entries, all before index start) appears sporadically: one each in Dec 2025 and Jan ............, a gap until May with two entries, then one each in Jun and Jul ............, Budli leads on traction among named leaders, though all listed leaders show zero stars.
  22. Minecraft mod and shader launchers7 entriesfirst seen 2026-01-25This cluster comprises Minecraft launchers focused on managing mods, shaders, and resource packs, with both graphical and command-line interface options. The dated history is too thin to read a shape from, with only four dated entries predating the index start, indicating the cluster predates the index or its members are undated. Traction is minimal, with the leading products all at zero stars.
  23. AR product configurators7 entriesfirst seen 2026-01-24This cluster consists of web apps that let users view and configure products using augmented reality. Dated history is too thin to read a shape from, as only one entry has a source date predating the index. All traction leaders have zero activity stars, so no product leads on traction.
  24. Wellness business admin platforms7 entriesfirst seen 2026-01-22Cluster of business-management platforms for wellness businesses, offering admin dashboards for client loyalty, inventory, sales, and daily operations. The dated history is too thin to read a shape from — only one dated entry precedes the index start, and two members lack source dates entirely. Traction leaders by activity signal are lagunaleaf-admin, akon-langga-bms, and serene-oasis, each at 0 stars.
  25. Private offline music players7 entriesfirst seen 2026-01-20The cluster comprises privacy-focused, offline/local music players for mobile and desktop that emphasize local file playback, playlist management, and no cloud dependence. With only 4 dated entries before the index start, the dated history is too thin to read a shape from; the cluster predates the index or its members are largely undated. Traction leaders are tempo-player, Lotus, and omniwave-portfolio, each with 0 stars on the activity signal.
  26. Bareos backup system plugins7 entriesfirst seen 2026-01-17This cluster consists of contributed plugins and extensions for the Bareos backup system, adding utilities, Python plugins for the File Daemon and Director, storage backends via Libcloud, LDAP integration, and database backup support for Percona and MariaDB. All 7 entries have source dates in January 2026, with no other pre-index months, so the dated history is concentrated in that single month. Traction leaders, based on activity signal, are the three plugins with zero stars each, indicating no significant traction among the cluster.
  27. AI brain MRI tumor classifiers7 entriesfirst seen 2026-01-13This cluster consists of web-based AI tools that analyze brain MRI scans to detect, classify, and assess brain tumors, with some providing visual explanations and diagnostic reports. The dated history before the index start is too thin to read a shape from—only one dated entry exists, so the cluster's early activity cannot be characterized. Among the identified members, NeuroScan-AI leads on traction with 1 star, while WDC-Cerebra and Brain Tumor X-Ray Classifier have 0 stars.
  28. CSV data profiling apps7 entriesfirst seen 2026-01-10These web apps profile uploaded CSV and Excel files, generating per-column statistics, distributions, missingness, and data quality reports with visualizations. The cluster's dated history is too thin to read a shape from – it predates the index or its members are undated. The traction leaders are eda, chatgpt-quality-lab, and tabular-lens, all with zero stars.
  29. Live video interview platforms7 entriesfirst seen 2026-01-04This cluster consists of web platforms for conducting live technical interviews with video collaboration, role-based workflows, and evaluation tools. The dated history is too thin to read a shape from, as only two pre-index entries exist, predating the index or leaving many members undated. Among the dated members, InterviewHub shows the most activity with 1 star, while the other two have 0 stars.
  30. shift scheduling and workforce management7 entriesfirst seen 2025-12-29This cluster comprises workforce and shift scheduling platforms for businesses across restaurants, gas stations, healthcare, and other regulated industries, offering features like shift creation, payroll calculation, and communication. The dated entries show one in 2016, then a gap until December 2025, with several entries from December 2025 through July 2026. The traction leaders by activity signal are cacao-route-staff-panel, Immploy_Locum_Booking, and turnospro-payroll, each at 0 stars.
  31. Startup legal compliance platforms7 entriesfirst seen 2025-12-29This cluster consists of online services that help entrepreneurs and founders handle company formation, licensing, compliance filings, and related legal administrative tasks. The cluster's dated history is too thin to read a shape from, as only one dated entry exists before the index start and several members have no source date. Traction leaders are startup-os, legalitas-pro-hub, and Startup Center | Zecca Ross Law, each with a 0-star activity signal.
  32. Student opportunity discovery platforms7 entriesfirst seen 2025-12-22This cluster consists of platforms that help students discover, compare, and manage opportunities such as hackathons, coding contests, internships, and campus events. These platforms range from aggregators to contest hosts and skill-based recommenders. The cluster's dated history before the index is too thin to read a shape, with only four dated entries. Among traction leaders, Opportune shows the highest activity signal with one star.
  33. SheerID discount Telegram bots7 entriesfirst seen 2025-12-15This cluster consists of Telegram bots that automate SheerID student and teacher identity verification to unlock educational discounts on services like Google One, Spotify, YouTube, and AI/streaming platforms. Dated entries appear from December 2025 (3), January 2026 (2), and April 2026 (1), spanning a few months without a clear trend. The traction leader is 'sheerid' with 1 star, while 'rza__555' and 'telegram-bot' have 0 stars.
  34. Legal document drafting SaaS7 entriesfirst seen 2025-12-09This cluster consists of SaaS platforms that automate legal document drafting, petition generation, and case-law analysis for legal professionals, with some targeting niches like social security, landlord-tenant, or Brazilian law. The dated history before the index start shows entries in November 2025 (1), December 2025 (2), and May 2026 (3), indicating a gradual increase across three months with a gap in early 2026. Traction leadership is held by lex-intel-visual-design with 4 stars, while other members show no activity signal.
  35. Offline meditation timer apps7 entriesfirst seen 2025-12-09This cluster consists of offline meditation and pranayama timer apps designed for solo practice, featuring interval bells, session tracking, streaks, and presets, with some adding journaling, ambient sounds, and iCloud sync. The dated entry pattern before the index start shows one entry in 2015, a gap until September 2024, then five entries between December 2025 and July 2026, an irregular and sparse timeline. Traction is minimal, with MeditationPal: Unwind Tranquil leading, followed by Zazen and Pause, all with zero stars.
  36. Peer-to-peer synchronized video playback7 entriesfirst seen 2025-12-03These products synchronize video playback across viewers without uploading files, using peer-to-peer connections, WebSocket event relay, or torrent-based delivery. The cluster's dated history before the index start consists of only 3 entries, too few to read a shape from, so it either predates the index or its members are largely undated. On traction, Viewpoint leads with 1 star, followed by WatchSync and FreeTube with 0 stars each.
  37. Cash-for-ads reward apps7 entriesfirst seen 2025-12-01This cluster consists of mobile and web apps that pay users cash for watching video advertisements, with some offering referral bonuses, leaderboards, and withdrawals via UPI or bank transfer. The cluster's dated history is too thin to read a shape from—only two dated entries exist before the index start, and three members have no source date. Traction leaders include XD_Rewards with 1 star, followed by Earn and bharat-cash-gold with 0 stars each.
  38. AI personal life organizers7 entriesfirst seen 2025-11-27This cluster comprises AI-powered personal organization platforms that consolidate finances, tasks, calendars, and documents into a single hub, often with natural-language chat or voice input. The cluster's dated history is too thin to read a shape from — with only 3 dated entries before the index start, it predates the index or its members are undated. Traction leaders on activity signal are Chaos Control 2: AI Organizer, echo_planner, and Life-Pilot, though all show 0 activity stars.
  39. Multi-tenant helpdesk platforms7 entriesfirst seen 2025-11-22Members of this cluster are multi-tenant helpdesk web apps that organize support tickets, teams, and customer data across separate tenant accounts. The cluster's dated history is too thin to read a shape from (only 3 dated entries predate the index). All traction leaders show zero activity stars, indicating no dominant player yet.
  40. Cloud spend analysis dashboards7 entriesfirst seen 2025-11-15This cluster consists of web dashboards for visualizing and analyzing cloud infrastructure spending, with some also covering cost modeling and security posture. The dated history is too thin to read a shape from, as only one dated entry exists before the index start—suggesting the cluster predates the index or has undated members. Traction is minimal, with all three products showing zero stars, so none clearly leads.
  41. Chinese desktop app localizers7 entriesfirst seen 2025-11-14This cluster consists of small tools that localize Windows desktop applications into Chinese, covering a launcher, a Google app, and a security tool. The dated history is too thin to read a shape from—only two entries predate the index. CompressO-rebuild leads traction with 32 stars, followed by codex-plugin-store-localizer and raycast-windows-zh-CN with 2 and 1 stars respectively.
  42. Flower shop management tools7 entriesfirst seen 2025-11-14This cluster consists of web-based tools for flower shops—some enable shop staff to manage product listings, track incoming orders, and view customer information, while one focuses on letting customers browse and place orders. The dated history is too thin to read a shape from: only one dated entry exists before the index start, so the cluster likely predates the index or its members are largely undated. On traction, florhouse.app leads, followed by Clubdeflores and stock-fleurs, all currently showing 0 stars.
  43. AI home inventory apps7 entriesfirst seen 2025-11-14This cluster consists of mobile apps that use AI and OCR to catalog household belongings, track warranties and receipts, estimate values, and provide reminders for maintenance or memory purposes. The dated history before the index start shows a sparse, intermittent pattern, with single entries appearing in January 2025, June 2025, October 2025, November 2025, January 2026, and February 2026, spanning 13 months without any concentrated activity. Traction leaders are HiJenny: Home Manager, MononoMori - Home Inventory, and HomeIQ: Home Inventory, each currently at 0 stars.
  44. Christian AI chatbots7 entriesfirst seen 2025-11-11These products are AI chatbots that provide biblical guidance and answer questions on Christian and Adventist theology. The cluster's dated history is too thin to read a shape from, with only one dated entry before the index start, and most members undated. BibleGPT leads on traction with 1 star, followed by Bible ChatBot and 7Chat.ai, each with 0 stars.
  45. Luxury jewelry storefronts7 entriesfirst seen 2025-11-02This cluster consists of online storefronts selling high-end jewelry such as rings, necklaces, bracelets, and earrings, with a focus on curated collections and direct purchase. The cluster's dated history is too thin to read a shape from, as only 3 dated entries exist before the index start and the rest are undated. Traction leaders are evenly matched at 0 stars each: lux-shoping-store, maison-perle-ecommerce-site, and visista-luxury-jewel.
  46. NFL pick'em league apps7 entriesfirst seen 2025-10-27This cluster consists of web apps for running NFL pick'em leagues—where users make weekly picks, track standings, and compete with friends—plus adjacent fantasy football utilities like game forecasting and humorous news recaps. The dated history before the index start is too thin to read a shape from, as only 2 dated entries exist, indicating the cluster predates the index or its members are undated. Among traction leaders, nfl-pickem, cutman, and touchdown-tells each show 0 stars, reflecting early-stage activity.
  47. Connect 4 multiplayer games7 entriesfirst seen 2025-10-19This cluster consists of Connect 4 games offering AI opponents with multiple difficulty levels and multiplayer modes, including local, online, and room-based matchmaking. The dated history is too thin to read a shape from, as only two dated entries exist before the index start, with two members having no source date. Traction leaders show zero stars, with Four In A Row - Classic Games leading the activity signal.
  48. IoT water quality and level monitoring7 entriesfirst seen 2025-10-18This cluster consists of IoT systems that monitor water quality and liquid levels in tanks, reservoirs, and aquaculture tanks, delivering real-time telemetry and alerts to users such as farm workers, administrators, and property owners. The cluster's dated history is too thin to read a shape from, as only 2 entries predate the index start and the remaining members are undated. Traction leaders, based on activity signal, are aqua-sense, Aquawatch, and Smart-Water-Tank-Monitor, each with 0 stars.
  49. Beauty salon admin dashboards7 entriesfirst seen 2025-10-14These products are admin dashboards that centralize a beauty business's operations, covering appointments, clients, staff schedules, payments, bookings, services, and website content. The cluster's dated history is too thin to read a shape from, with only 4 dated entries before the index start, so it predates the index or its members are undated. Traction is minimal, with all three leaders—Lyna-Beauty-admin, touched-by-mandy, and rosea-admin-panel—showing zero stars.
  50. Exact age calculators7 entriesfirst seen 2025-10-14This cluster consists of 7 products that calculate a person's exact age from a birthdate, displaying it in years, months, and days (some add hours, minutes, seconds, or even seasons, full moons, and sunsets). They span mobile, desktop, and web platforms. The dated history is too thin to read a shape from—only 2 dated entries exist before the index start, so the cluster's growth cannot be characterized. Traction is led by aiagecalculator, calculadora-idade-react-native, and Tkinter-Age-Calculator, each with 0 stars.

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.