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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. AI budgeting and expense trackers12 entriesfirst seen 2018-12-11These are mobile budgeting and expense-tracking apps that connect accounts and transactions with AI-based receipt scanning and a spending assistant. Dated entries appear sporadically from January 2015 to June 2026, with two entries in both September 2025 and March 2026. All three traction leaders (PocketGuard, Zohu, Boop) show zero star activity, so no clear leader emerges.
  2. Calendar-based budgeting apps12 entriesfirst seen 2018-12-01This cluster consists of calendar-based budgeting apps that forecast cash flow from income, bills, and spending to help users avoid overdrafts. The dated history shows sparse and irregular entries from March 2017 through July 2026, with the most dated entries (2) occurring in July 2026. Horizon leads on activity signal with 3 stars, while kriket and Vade have 0 stars.
  3. all-in-one productivity suites12 entriesfirst seen 2018-11-29This cluster comprises all-in-one productivity apps that combine tasks, habits, goals, calendars, timers, journaling, and sometimes finance tracking. The dated entry timeline (five entries before the index start) is sparse and irregular: single entries in late 2018 and late 2020, then three entries between late 2025 and mid-2026. Among traction leaders, habitfy has the highest activity signal with 1 star, while the others show 0 stars.
  4. Mobile sportsbook and casino apps12 entriesfirst seen 2018-08-03This cluster consists of mobile apps for sports betting and casino games, primarily focused on real-money wagers, parlays, futures, and live in-play betting. The dated entries show an early concentration from 2018-08 to 2019-08, followed by sporadic additions in 2023-03, 2023-11, and 2024-03. BetMGM, Borgata, and FanDuel lead the cluster on activity signal, though they have zero stars.
  5. Daily crossword word puzzle apps12 entriesfirst seen 2018-07-25This cluster comprises daily-challenge-driven crossword and word puzzle games, often with themed levels, trivia, and reward systems. The dated history before the index start is thin but spans over a decade, with single entries scattered from 2013 to 2025 and the only month with multiple entries being January 2020. Traction leaders include Word Craze, Everyday Puzzles, and Crossword Explorer, based on the highest activity signals.
  6. Cross-platform game engines12 entriesfirst seen 2018-07-02This cluster covers cross-platform game development tools, including engines, runtimes, and reimplementations, aimed at creating 2D and 3D games. Entries are dated sporadically from July 2018 to June 2026, with most months having a single addition and May 2026 seeing two, giving a thin and irregular timeline. Godot Engine, OpenJKDF2, and TheXTech lead on activity signal.
  7. Terminal torrent clients12 entriesfirst seen 2018-04-20This cluster comprises terminal- and CLI-based torrent clients and managers, including tools that control daemons like Transmission and qBittorrent, and some that add search or remote control via Telegram. Dated entries show sporadic releases starting April 2018, with a concentration of new projects between January and July 2026. Tornedo leads traction with 10 stars, while torlink and transmission-tui show minimal engagement.
  8. Server monitoring agents12 entriesfirst seen 2018-02-06This cluster consists of lightweight background agents that collect system performance, availability, and telemetry data from servers, hosts, and applications, and forward it to central monitoring dashboards or services such as Panopta, Bitrix24, or custom backends. The dated history is sporadic, with a single entry in most years and a gap from 2021 to early 2026, when a few more entries appear. Traction is minimal, with only hermes-dashboard showing any activity (4 stars) while the rest have none.
  9. Warehouse barcode inventory apps12 entriesfirst seen 2017-11-29This cluster consists of mobile apps for warehouse staff to scan barcodes for receiving, transferring, and counting inventory, syncing with POS or enterprise systems. The dated entries span from November 2017 to May 2026, spread thinly across that period with no clear pattern. Traction is minimal, with G-udang leading at 2 stars, while the other two members show 0 stars.
  10. Family location & SOS safety apps12 entriesfirst seen 2017-10-05The cluster consists of family safety applications centered on real-time location sharing, SOS alerts, and child-monitoring features such as safe zones and check-ins. The dated history spans from December 2015 to June 2026, with entries appearing sporadically across that period—one each in 2015, 2017, 2021, 2024, early 2025, late 2025, and early 2026, and two in mid-2026—a thin, irregular pattern rather than a clear trend. All three traction leaders (Findmykids: GPS Phone Tracker, SafeChildAI, Family) show an activity signal of 0 stars, indicating minimal traction so far.
  11. Recipe meal planning assistants12 entriesfirst seen 2017-07-19This cluster comprises mobile apps that centralize recipe saving from social media, websites, photos, and handwritten notes, then generate weekly meal plans and shopping lists. The dated entry timeline shows a slow, steady pace, with a single new product appearing in each month from July 2016 to July 2026, never exceeding one per month, indicating a long-tail distribution rather than a concentrated launch pattern. Among the known members, Tumsy, Herbi, and Yumix tie for the leading activity signal, though all three show zero stars on their repositories.
  12. binaural beats meditation apps12 entriesfirst seen 2016-10-29This cluster comprises meditation and relaxation apps that generate binaural beats and related frequency audio, often with guided meditations, chakra tones, or sound libraries. The pre-index entry history spans October 2016 to June 2026 with sporadic monthly entries, including consecutive months in late 2016 and mid-2026. Traction leaders are BinauralPlayer, Overtone Sound Meditation, and Expand: Beyond Meditation, all currently showing zero activity stars.
  13. Restaurant chain loyalty apps12 entriesfirst seen 2016-07-11This cluster comprises loyalty apps for restaurant chains that let customers earn and redeem points, place orders, and locate stores. The dated entries appear sporadically from 2011 through 2026, with a minor grouping in late 2020; some members lack source dates. Traction is minimal, with the leader 'The 1: Rewards, Points, Deals' at 0 stars, followed by similar low-activity apps.
  14. Ad-free YouTube clients12 entriesfirst seen 2016-02-27This cluster comprises open-source or self-hosted YouTube clients that remove ads and support playback, downloads, subscriptions, and playlists across web, desktop, and TV interfaces. The dated entry history is sparse, with single entries in 2015-16, then again in 2022, 2024, 2025, and 2026, exhibiting a multi-year gap between 2016 and 2022. All three tracked products show zero stars, though LT_Vitube leads the activity signal.
  15. Live-stream community commerce platforms12 entriesfirst seen 2016-02-22This cluster spans 12 products that combine live streaming, community interaction, AI assistance, and often commerce or monetization features such as referral codes, marketplaces, and paid memberships. Dated entries before the index start show a single product in 2016-02, a long gap, then a concentration of entries in late 2025 and early 2026 (2025-10, 2025-11, 2026-03), with two members lacking source dates. Traction leaders by activity signal are favorited, LiveProductPrompter, and Mighty Networks, each with 0 stars.
  16. Clothing store management sims12 entriesfirst seen 2015-11-25This cluster consists of management simulation games where players run clothing stores, handle stock, serve customers, and grow the business. The dated history before the index start is too thin to read a shape from — only four dated entries exist. Traction leaders include Clothing-Store-Simulator-Full-Version, BoBo World: Shopping Mall, and Garments Wear - Manage A Shop, all currently at zero stars.
  17. Personalized strength training apps12 entriesfirst seen 2015-09-26This cluster consists of fitness apps and web apps that generate personalized strength and conditioning workout plans, typically factoring in user fitness level, available equipment, exercise history, and goals. Dated entries appear sporadically from mid-2015 to late 2023, with multi-year gaps between sparse releases. Traction leaders by activity signal are Gym Workout Alpha Progression, Centr: Strength & Fitness App, and Fitbod: Gym & Fitness Planner, all currently at 0 stars.
  18. Terminal dual-pane file transfer clients12 entriesfirst seen 2015-09-21This cluster comprises terminal-based file transfer clients with dual-pane interfaces, supporting SFTP, FTP, and FTPS, and typically include transfer queues. The dated entries are sparse from September 2015 through January 2025, with a slight concentration in late 2025 (two in October and one in November). amberbeam leads on activity signal with 1 star, while the other dated members have 0 stars.
  19. Anxiety relief and breathing apps12 entriesfirst seen 2015-09-09This cluster consists of mobile and web apps focused on anxiety and stress relief through breathing exercises, grounding techniques, CBT tools, and panic attack support. The dated entries show sporadic early launches in 2015, followed by a long pause until 2019 and 2021, then a denser set of entries from 2025 through early 2026. Traction is led by BreatheBox with two stars of activity signal, while other members show no activity signal yet.
  20. AI background removal photo editors12 entriesfirst seen 2015-05-24The cluster consists of AI-powered photo editing tools focused on automatic background removal, with some also offering ID photo creation and background templates. The dated history shows sporadic entries from 2013 to 2025, with long gaps and no consistent pattern of activity. Among traction leaders, unbagrnd stands out with 101 stars, followed by Muse-Image (13) and photocraft-companion (2).
  21. FFmpeg media converter apps12 entriesfirst seen 2015-04-10This cluster consists of desktop applications, primarily for macOS, that convert audio and video files between formats using FFmpeg, often emphasizing simplicity. The dated entries are sparse, with single recordings in 2015, 2017, 2020, 2024, 2025, and 2026, showing no evident concentration or growth pattern. Among members with activity signals, VidAudio leads with 2 stars, while Agave-src and convertisseur-medias have none.
  22. Flight simulator games12 entriesfirst seen 2015-02-23This cluster consists of 13 flight-simulator games spanning mobile and desktop, from realistic physics models to arcade-style tap-to-keep-floating gameplay. Entry counts before the index start show a steady, low-volume addition of products across more than a decade, with most months having a single entry and occasional months with two. However, the traction leaders (Flight Pilot Simulator 3D, Infinite Flight Simulator, Plane Simulator: Plane Games) all show 0 stars, indicating no member has gained notable user traction yet. The dated history is sufficient to read a shape—a long tail of incremental releases rather than any concentrated burst.
  23. Optical disc utility apps12 entriesfirst seen 2014-11-13This cluster consists of desktop applications for ripping, burning, converting, and managing optical discs (CD, DVD, Blu-ray). The dated entries appear as isolated months spread from Nov 2014 to Apr 2025, with no consecutive months, indicating sporadic creation. All three traction leaders (dvdrip, MakeMKV, qdvd) show zero stars, so no clear leader emerges from activity data.
  24. Mobile TriPeaks solitaire games12 entriesfirst seen 2014-08-13This cluster comprises mobile TriPeaks solitaire games, each layered with a distinct theme such as cruise travel, farming, detective stories, or licensed characters. The dated history, spanning 2014 to 2025, shows a thin and sporadic entry pattern, with a single month (March 2020) seeing two entries and all other months having one. Traction leaders, based on the highest activity signal, are Solitaire Sunday: Card Game, Solitaire Farm Adventure, and Solitaire TriPeaks Journey, each at 0 stars.
  25. Mobile projectile puzzle games12 entriesfirst seen 2014-08-12This cluster consists of mobile puzzle games built around aiming and launching projectiles (balls, marbles, bullets) to clear bricks, chains, structures, or enemies, often with physics-based mechanics and level-based progression. The dated entry history shows a single game appearing in each of seven months spread from May 2013 to February 2025, never more than one in a month, indicating a slow, irregular cadence of new members rather than any concentrated period of activity. Traction leaders by activity signal are Marble Master, aa, and Angry Birds Friends, each with zero stars.
  26. Non-custodial crypto wallets12 entriesfirst seen 2014-06-22This cluster consists of non-custodial crypto wallet applications emphasizing user control of private keys, with features spanning staking, privacy coins, offline transactions, and social login. The dated history from 2012 to mid-2026 is sparse but shows a slow cadence until 2025, when three entries appear in January, July, and October, followed by one in June 2026. Traction leaders by activity signal are Solana Wallet - Tokens & Sol, Freedom Privacy Wallet, and Jiggle: Crypto Wallet, all showing 0 stars.
  27. Offline map and navigation apps12 entriesfirst seen 2014-04-24This cluster comprises offline map and navigation applications that provide downloadable maps, geocoding, routing, and tracking without internet connectivity, often emphasizing privacy and remote-area use. The dated entries span from July 2009 through April 2026, with a sparse but steady distribution across those 17 years—no notable clustering or acceleration is evident. Traction leaders, based on activity signal, are ParkTrack, Karter-der-Herumtreiber, and Guru Maps Pro - Offline Nav, each holding 0 stars, indicating equally low engagement across the top products.
  28. Privacy-focused location backends12 entriesfirst seen 2014-03-22This cluster comprises privacy-focused Android location backends and apps that derive position from Wi-Fi, cell towers, and Bluetooth beacons, often uploading to open geolocation databases. The dated entries are spread irregularly from 2012 to 2025, with no clear pattern of acceleration or clustering. NeoStumbler, WiGLE WiFi Wardriving FOSS, and Déjà Vu lead on activity signal, though each has 0 stars.
  29. Personalized weight loss planners12 entriesfirst seen 2014-03-12This cluster consists of mobile and app-based weight loss solutions that combine personalized workout and meal plans with manual progress logging and habit challenges. The dated history runs from 2009 to early 2026, but entries appear at irregular intervals—usually a single one per year, with two in February 2026—so no clear growth pattern can be read. Traction leaders (Results Wellness Lifestyle, leanguard, and BetterMe: Health Coaching) each show zero stars, indicating no standout product has emerged yet.
  30. Creative mobile photo editors12 entriesfirst seen 2014-01-13This cluster comprises mobile photo editors that offer creative tools such as filters, stickers, text, drawing, blur, frames, and effects for personal and social sharing. Entry dates run from January 2014 to June 2023, with isolated occurrences in 2014, 2015, two in 2017, and a final one in 2023—too sparse to read a clear shape. The top traction signals belong to Avatan – Photo Editor, Blur Photo Editor Pro, and aesthetic photo editor - R4VE, all tied at 0 stars.
  31. Cloud POS for restaurants and retail12 entriesfirst seen 2013-10-22This cluster comprises cloud-based point-of-sale systems for restaurants, cafes, and retail stores, covering sales, inventory, billing, reporting, and payment processing via iPads or mobile companions. Dated entries before the index start span 2013 to 2026, with an early clustering in 2013, a long gap until 2019, then sporadic entries through 2026. All traction leaders (gyeol, hickey, restaurant-pos) have zero stars, so no member distinguishes itself on traction.
  32. Field service management platforms12 entriesfirst seen 2013-09-01The cluster consists of field service management platforms for home services, covering scheduling, dispatching, work orders, invoicing, and payments. Dated entries before the index show an early entry in 2013 and 2015, then a long gap until 2025–2026 when most entries appeared, including two in March 2026. Activity signal is led by Housecall Pro, Jobber, and Everything-Job, though all show zero stars.
  33. Coordinate conversion and sharing tools12 entriesfirst seen 2013-07-01This cluster includes utilities that convert, display, share, or navigate geographic coordinates, map links, and place names, spanning GPS readouts, geocoding, waypoint exports, and map-link redirection. Entries before the index start were sporadic and thin, appearing roughly every one to three years from 2013 to 2026 with no strong acceleration. The top activity-signal members are what3words: Navigation & Maps, GeoShare: Jump Between Maps, and sahayata-atlas, each showing 0 stars in the activity signal.
  34. Southeast Asian super apps12 entriesfirst seen 2013-05-15This cluster comprises super apps in Southeast Asia that bundle ride-hailing, food and grocery delivery, package shipping, and cashless payments into a single platform. Entry counts show sporadic records from 2012 to 2018, with no clear pattern or acceleration. Traction leadership is held by E-GetS, omw-frontend, and Gojek, which display the highest activity signals, though all recorded stars are zero.
  35. Boxing video game cluster12 entriesfirst seen 2012-11-15The cluster comprises boxing-themed games spanning arcade punch-speed tests, real-time multiplayer bouts, career sims, turn-based management, and robot customization. Dated entries appear sporadically from Nov 2012 to Aug 2018, roughly one per year with no clear trajectory. Traction is minimal—the top activity signals (punch-speed-champs, Boxing Star, and World Robot Boxing) all stand at 0 stars.
  36. Medical terminology flashcard apps12 entriesfirst seen 2012-09-25This cluster consists of flashcard apps focused on medical terminology for healthcare students and professionals, offering study modes, quizzes, and spaced repetition. Dated entries appear sporadically from February 2012 to June 2026, with long gaps between 2020 and 2025, and a fragmented overall pattern. Traction leaders—Medical Vocabulary Flashcards, Paramedic Drug List Flashcards, and Med Terminology Flashcards—all show zero stars, indicating minimal user engagement or early-stage development.
  37. Web browsers and browser clients12 entriesfirst seen 2012-06-28This cluster of 24 products includes web browsers and browser-like clients for desktop and mobile, featuring tabbed browsing, ad blocking, built-in email and calendar, encrypted sync, and platform-specific optimizations. Dated entries are sparse from 2012 to 2021, then form a denser group in early 2026 with multiple entries in January, February, April, May, and June. Traction is led by aperture-plus with 9 stars, followed by boru-mini-browser and kestrel-browser at 2 stars each.
  38. Local food delivery apps12 entriesfirst seen 2012-04-11This cluster comprises mobile apps for ordering food delivery from nearby restaurants, with couriers handling delivery. The dated entry history before the index shows sporadic additions in 2012-2016 and again in 2025, with no continuous pattern. Traction is uniformly low; the three listed leaders—meal-magic-repo, Postmates - Food Delivery, and Delivery_App—each show 0 stars.
  39. Self-hosted password and access management12 entriesfirst seen 2012-01-09This cluster consists of self-hosted tools for storing, organizing, and sharing passwords and credentials, ranging from individual password vaults to enterprise identity and access management. Their dated history is too thin to read a shape from—only four dated entries exist before the index start, so the cluster likely predates the index or many members are undated. Traction leaders by activity signal are gamevault, enterprise-authentication-saas, and nextcloud-app-passman, each at 0 stars.
  40. Tattoo industry software12 entriesfirst seen 2011-11-03This cluster covers software for the tattoo industry, including client-artist marketplaces, studio management, booking, payroll, and portfolio tools. The cluster's dated history is too thin to read a shape from—only 4 dated entries exist before the index start, so it predates coverage or is undated. Traction leaders are Nocta-v2, Nocta, and Tattoodo, though all show zero stars as an activity signal.
  41. Hotel booking loyalty apps12 entriesfirst seen 2011-11-02This cluster comprises mobile apps for booking hotel rooms that integrate loyalty programs, rewards points, and sometimes digital check-in or room keys. The dated entries are spread thinly from April 2010 through January 2026, with each month contributing a single entry, so no clear timeline shape emerges. Traction leaders by activity signal are HotelTonight, ALL Accor, and IHG One Rewards, all currently showing zero stars.
  42. Messaging apps with calls and media12 entriesfirst seen 2011-08-09This cluster comprises messaging applications focused on chat, voice/video calls, photo/video sharing, and occasional group communities. The dated entries span from 2011 to 2026 with long gaps, indicating irregular discovery rather than a steady accumulation. Traction leaders include wind, Messenger, and BAND, though all are reported with zero activity stars.
  43. Asian drama streaming apps12 entriesfirst seen 2011-07-15The cluster consists of streaming services and apps centered on Asian dramas, films, anime, and regional-language content, often with subtitles or dubbing, watchlists, and personalized recommendations. Dated entries before the index start show a sparse beginning in 2011, then a few in 2017–2023, followed by a denser grouping from mid-2025 through early 2026. On traction, Shortical - Stream Dramas & TV, Viki: Asian Dramas, Movies, TV, and pure-project lead the activity signal, each at 0 stars.
  44. Private photo vault apps12 entriesfirst seen 2011-02-08These products are mobile apps that hide and password-protect private photos and videos, with some adding encrypted cloud backup, duplicate cleanup, or break-in alerts. Dated entries before the index start run from May 2010 to October 2024, with a cluster of five entries in 2012 and otherwise sporadic single entries. On the traction signal, the listed leaders are Vault - Hide photos & videos, GalleryVault -Hide Photo Video, and Private Photo Vault - Pic Safe, each with 0 stars.
  45. TV station mobile weather apps12 entriesfirst seen 2011-01-06This cluster consists of mobile weather apps designed for local TV station audiences, offering forecasts, radar and satellite imagery, and severe weather alerts. Dated entries span from December 2010 to February 2017, appearing sporadically with no consistent cadence, and the pattern is too thin to discern a clear trend. Traction leaders by activity include Weather UAE, WIS News 10 FirstAlert Weather, and 7NewsDC Storm Alert Weather, though all are listed with 0 stars.
  46. Business communication apps12 entriesfirst seen 2010-01-15This cluster consists of business communication applications offering messaging, calling, video meetings, file sharing, and often AI transcription, task management, or CRM enrichment. The dated history shows one entry per month spread across 2010 to 2026, indicating a steady but sparse stream of launches rather than concentrated activity. Traction leaders (Textr Team, UUTalk, and Dialpad) all show zero stars, suggesting minimal traction signal despite their relative ranking.
  47. Corporate travel management apps12 entriesfirst seen 2009-10-29This cluster comprises corporate travel management apps that let employees book and manage trips, managers approve requests, and admins track travelers, with some also handling expenses. Dated entries appear sporadically from 2009 to 2019, with a slight concentration in 2015. Traction leaders are Zoho Expense: Travel & Expense, template-transporte-pasajeros-pasajero-app, and Navan, each with the same activity signal.
  48. Multi-sport fantasy league management apps12 entriesfirst seen 2009-08-23This cluster consists of mobile apps for managing fantasy sports leagues across football, baseball, basketball, and hockey, with features such as live scoring, player stats, drafting, and trade tools. The cluster's dated history is too thin to read a shape from, as only four dated entries exist from before the index start. In terms of traction, Sunday Money Fantasy Sports App, CBS Sports Fantasy, and Yahoo Fantasy Sports lead with the highest activity signals, though each currently shows zero stars.
  49. Secure enterprise iOS apps12 entriesfirst seen 2009-07-27This cluster consists of enterprise mobile applications that secure iOS devices and provide employees with access to corporate email, calendars, documents, and networked resources. Dated entries span from 2009 to 2021, appearing sporadically across that period with no consistent pattern, indicating a long-running but low-frequency stream of product launches. The traction leaders (IBM MaaS360, Appenate Enterprise, BlackBerry Work) all show zero activity signal, so no single product stands out as a clear market leader.
  50. Terminal novelty command toys12 entriesfirst seen 2009-07-08This cluster consists of fun, non-serious command-line utilities that add humor or whimsy to terminal interactions, such as train animations for typos, uwu-speak translators, and playful ASCII-art displays. Dated entries appear sporadically from 2009 to 2026 with no consistent pattern, indicating a niche that surfaces occasionally rather than a steadily growing market. All traction leaders (sl-patched, 67, gti) show 0 stars, so no member stands out as a clear market leader.

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.