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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. AI music video generators8 entriesfirst seen 2018-12-21This cluster consists of AI tools that transform a song and a user's story (often with a photo) into a music video by automatically generating and editing scenes. Its dated history shows a single entry in December 2018, then a pause until a series of entries from August 2025 to February 2026, so the shape is a sparse early entry followed by a recent cluster. Traction leaders are Sondo, InMe, and Dropbeat, though all show zero stars.
  2. Persistent IRC clients8 entriesfirst seen 2018-11-17The cluster consists of IRC clients that keep users continuously connected via server-side bouncers or persistent cores, providing session sync, push notifications, and cross-device message history. The dated history is too thin to read a shape from, with only 3 dated entries before the index start, so the cluster either predates the index or most members are undated. Traction is led by motd, Quasseldroid, and IRCCloud, each with 0 stars, indicating early-stage activity.
  3. Amateur radio exam prep apps8 entriesfirst seen 2018-07-02These products form a cluster of mobile study apps for amateur radio license exams, offering practice questions, mock exams, flashcards, and progress tracking across U.S. FCC and German license classes. The cluster's dated history is too thin to read a shape from, with only four dated entries predating the index start. Traction leaders, based on activity signals, are Ham Test, KC3ICT Ham Study, and Funktrainer, all showing minimal engagement.
  4. Transgender dating and health apps8 entriesfirst seen 2018-07-01This cluster consists mostly of dating and social apps for transgender, genderqueer, and LGBTQ+ singles, plus one local-first hormone-monitoring app for transgender women. Before the index began, entries appeared slowly and irregularly from June 2016 through August 2023, with several months to years between each new product. HRT-Monitor leads on traction with 1 star, while My Transgender Date: TS Dating and Trans Dating, Live Chat: TranX trail at 0 stars.
  5. Black hole growth collection games8 entriesfirst seen 2018-06-24This cluster comprises mobile casual puzzle/arcade games where players guide a growing hole or ball to swallow objects, grow larger, and complete goals such as collecting targets or earning money. Entries appeared sparsely: one each in mid-and late-2018, then a gap of nearly four years before one in mid-2022, followed by single entries in late-2022, mid-2024, early-2025, and late-2025. The traction leaders, by activity signal, are Hole Stars: Puzzle Game, All in Hole: Black Hole Games, and Hole Em All: Collect Master, each with 0 stars.
  6. Vocal training and coaching apps8 entriesfirst seen 2018-06-13This cluster contains mobile and web applications for vocal practice, singing instruction, and voice coaching, offering features like pitch detection, personalized exercises, and AI feedback. The dated history before the index start spans from June 2018 to August 2025, with a concentration of three entries in mid-2025. Among the traction leaders listed, all exhibit 0 stars, so no single product stands out in activity signal.
  7. medical exam prep apps8 entriesfirst seen 2018-04-22This cluster is made up of mobile and web apps that help medical students and junior doctors prepare for clinical exams via practice questions, mock exams, flashcards, and simulations. The dated history shows only sparse entries: 2015-12, 2018-04, 2022-02, 2025-04, and 2025-10, yielding no readable trajectory. The traction leaders by activity signal are eMedici Medical Education, modular-medico, and Geeky Medics - OSCE revision, each recording 0 stars.
  8. Interactive fiction creation platforms8 entriesfirst seen 2018-03-27This cluster spans tools and platforms for creating, playing, and co-writing interactive fiction and text-based narrative games, from mobile libraries of branching stories to desktop authoring editors and collaborative AI writing spaces. The dated history before the index is thin and irregular—nine entries scattered across 2014–2026 with no consistent trend, often several years apart. On traction, storied leads with a single star, while story-weaver and bydebut trail at zero stars.
  9. game memory editing tools8 entriesfirst seen 2018-02-28This cluster comprises desktop utilities for scanning and modifying the virtual memory of running processes, primarily to alter game behavior or build cheats. The dated history is too thin to read a shape from, as only 4 dated entries exist before the index start. Traction leaders by activity are dolphin-memory-engine-bin, game-cheetah, and varedit, each with 0 stars.
  10. Wedding preparation games8 entriesfirst seen 2018-02-26This cluster consists of wedding-themed dress-up and planning games where players style brides, organize ceremonies, or prepare a wedding. The dated entries are sparse, appearing in five separate months between December 2017 and August 2022, showing no observable pattern. The traction leaders by activity signal are 'Wedding party planner game new', 'Wedding Stylist: Dress Up Game', and 'Dream Wedding Planner Game', all with zero stars.
  11. Offline KJV Bible apps8 entriesfirst seen 2018-02-20These five products form a cluster of offline Bible apps centered on the King James Version, emphasizing study tools such as commentaries, cross-references, and note-taking. The cluster's dated history is too thin to read a shape from, with only four dated entries before the index start. Traction is led by Scofield Reference Bible, Bibleside, and SunBible, each with an equal activity signal of 0 stars.
  12. Robot motion planning libraries8 entriesfirst seen 2017-11-29This cluster comprises robot motion planning and pathfinding libraries, spanning global planners (A*, Theta*, lattice search), trajectory generation (Gaussian processes, motion profiles), and local obstacle avoidance. Their dated entries before the index start run from 2017-11 to 2023-10, with a sparse early period (2017–2020) and a small concentration of three entries in 2023-03. Traction leaders are meta-pathfinder-ai, pathplanner-beta-bin, and ros2-humble-nav2-theta-star-planner, each with zero stars, indicating minimal community adoption.
  13. Weather-aware route navigation apps8 entriesfirst seen 2017-10-20This cluster comprises mobile, web, and CarPlay apps that integrate live weather data, radar, and hazard alerts into driving route planning and navigation. The dated history shows sporadic entries from 2013 to 2026, with a small concentration in 2018 and then a long gap until 2023 and again in 2026. Route-weather leads on traction with 1 star, while Drive Weather with Live Radar and inRoute have 0 stars.
  14. Music-driven language learning8 entriesfirst seen 2017-10-13This cluster consists of apps that teach languages through music, using synced lyrics, vocabulary building, spaced repetition, and pronunciation feedback. Dated entries appear sporadically from 2017 to 2026, with a gap in the middle, indicating no consistent release pattern. The only traction leader showing any activity is lexuri with 1 star, while other listed apps have 0 stars.
  15. Podcast player apps8 entriesfirst seen 2017-10-10These are podcast player apps with overlapping core features such as queue management, playback speed, sleep timers, and downloads, often with cloud sync and additional angles like minimalism, privacy, or AI summaries. The dated history shows one entry per month scattered across 2017, 2018, 2021, 2024, 2025, and 2026, with no month having more than one entry. Traction leaders are Up Next - Podcast client, TubePod-Video&Audio Streaming, and HearHere: Podcast Player, each with 0 stars.
  16. image reassembly puzzle games8 entriesfirst seen 2017-09-19This cluster consists of mobile puzzle games focused on reassembling images, shapes, or artworks from fragmented pieces via dragging, rotating, sliding, or merging mechanics. The dated entries appear sporadically from September 2017 to June 2026, with only one month (June 2026) having two entries, otherwise each month has a single entry. The traction leaders are Jewel Color Sort: Diamond Game, Jigsolitaire, and Art Master: Jigsaw Puzzle, all showing 0 stars but ranking highest in activity signal.
  17. Gamified road safety education8 entriesfirst seen 2017-08-25This cluster comprises interactive gamified platforms and driving simulation games that teach traffic rules and road safety through lessons, quizzes, challenges, and realistic driving scenarios, including multiplayer and license-test preparation. The dated history is too thin to read a shape from, as only 4 dated entries exist before the index start. Traction is led by Car Driving 2026: School Game, Driving Academy: Car Games, and hipodromo-del-estatuto, each with 0 stars.
  18. Social book club apps8 entriesfirst seen 2017-07-17This cluster covers social reading apps for sharing thoughts, tracking books, and coordinating book club discussions. The dated history before the index start is thin: one entry in November 2014, one in July 2017, one in February 2025, and three in June 2026, showing sporadic early activity and a small clustering in mid-2026. Traction leader is 'bookwithyou' with 7 stars, while the other two members have zero stars.
  19. Merge adventure puzzle games8 entriesfirst seen 2017-06-28These games combine merge-and-match mechanics with adventure, story progression, and building or restoration, typically set in fantasy, tropical, or island worlds. Entries appear sparsely from 2017 to 2020, then more frequently from 2022 to 2026, suggesting a renewed release cadence in recent years. Merge Magic!, Adventure Island Merge, and Merge Dragons! appear as traction leaders, though all currently show zero-star activity signals.
  20. Encrypted mobile vault apps8 entriesfirst seen 2017-06-26This cluster comprises mobile apps that provide encrypted vaults for storing passwords, notes, documents, and other sensitive data, protected by PIN, biometrics, or a master passcode. Entries are dated from 2017 to 2026, with three of the six appearing between March and June 2026, indicating a slight concentration in early 2026, though the overall history is sparse. Traction leaders by activity signal are Password Manager - SecureKit, Truvark, and KeyMate – Password Manager, though all have zero stars.
  21. Screen lock utility apps8 entriesfirst seen 2017-04-30The cluster comprises mobile apps that lock the device screen, either instantly, after a timer, via missed tap detection, or through gestures, serving uses like parental controls and kiosk mode. Their dated history is thin: entries appear in six months from April 2017 to July 2026, with at most two in a single month and long gaps between, so no clear shape is discernible. Traction is led by SleepGuard, Pineapple Lock Screen, and TapLock, each with 0 stars, indicating minimal community engagement.
  22. Drum practice and groove apps8 entriesfirst seen 2017-04-26This cluster consists of drum practice apps that offer grooves, tempo control, looping, and progress tracking for drummers and teachers. Dated entries show an isolated entry in 2017, followed by two entries in 2023 and two in 2025. a-rhythm-trainer leads traction with 18 stars.
  23. Music notation editors8 entriesfirst seen 2017-04-10This cluster covers software for creating, playing, and printing sheet music, with support for lyrics, scores, and MIDI files. Dated entries appear sporadically across 2011, 2015, 2017, 2020, 2023, 2024, and 2026, showing an intermittent pattern. Traction leaders are otf-bravura, musescore-bin, and MuseScore, each with 0 stars.
  24. On-demand human assistant services8 entriesfirst seen 2017-03-30This cluster comprises on-demand services that pair users with human virtual assistants for tasks such as research, scheduling, calls, and errands. Entries appear sporadically from November 2014 through July 2025, with the highest monthly count of 2 in July 2025. BuildYourTeam leads on traction with 4 stars, while SHERAH and MyTasker have 0 stars.
  25. Family GPS safety apps8 entriesfirst seen 2017-02-06This cluster comprises family safety and locator apps that provide real-time GPS tracking, geofence alerts, and emergency notifications. Entries span from 2011 to 2026, with the most dated activity concentrated in early 2025 and early 2026, following long stretches with little to no new members. Findmykids, FamilyGo, and mLite lead on activity signal, though all show zero stars.
  26. QR code capture and decode utilities8 entriesfirst seen 2017-01-08A cluster of desktop and command-line tools that capture QR codes from screen or camera, decode them, and copy the resulting text to the clipboard, with one also generating new QR codes. The dated history before the index start is too thin to read a shape from, as only 4 dated entries exist. Traction leader is quickscan with 176 stars, while ClipQR and qrx have 0 stars.
  27. Desktop PDF editors8 entriesfirst seen 2016-12-05This cluster comprises desktop applications for viewing, creating, editing, converting, and managing PDF documents, with tools for modifying text, images, forms, and page layouts. Before the index start, the dated history is sparse: seven entries appear across months from December 2016 to July 2026, with the largest single-month count being two in June 2026 and one in July 2026. Traction leaders are pdfcraft_studio, masterpdfeditor-qt6, and masterpdfeditor-qt6-bundled, all tied with 0 stars, so no single product stands out.
  28. Virtual pet simulation games8 entriesfirst seen 2016-11-23This cluster comprises virtual pet care simulation games where players adopt, feed, train, dress, and play with puppies in 3D or town environments. The dated history shows a sparse, steady trickle of entries from December 2011 to December 2023, with single entries appearing at irregular yearly intervals, indicating a niche but persistent category. Traction leaders include Animal Jam, Dog Town: Pet & Animal Games, and DogWorld - My Puppy, though all three currently show zero stars on the activity signal.
  29. QR/barcode price comparison apps8 entriesfirst seen 2016-10-10This cluster consists of QR and barcode scanner apps that identify products and compare prices, while often including code generation, product details, and some AI or extra features. Dated entries are sparse, beginning with one in 2016 and then resuming in 2022 with roughly annual releases through 2026, so the timeline shows a long jump followed by steady but infrequent additions. Traction is led by 'QR Code & Barcode Scanner app.', 'Scan QR Code&Barcode Scanner', and 'Barcode Scanner: Price Checker', all currently having zero stars.
  30. Match-3 restoration games8 entriesfirst seen 2016-10-04This cluster consists of match-3 puzzle games that combine level-solving with restoring or renovating a specific location, such as a tropical island or a hurricane-damaged mansion. Dated entries appear sporadically from September 2014 to August 2020, with gaps of one to two years and no regular release pattern. The traction leaders are Gummy Drop! Match 3 Puzzles, Jellipop Match, and Jewels of the Wild West Match3, each with an activity signal of 0 stars.
  31. AI logo generator apps8 entriesfirst seen 2016-09-07This cluster consists of AI-powered apps that generate logos and brand identity assets from prompts, templates, or reference images, with editing and export tools. Dated entries are sparse—single appearances in 2014, 2016, 2024, and two in 2025—so no clear timeline shape emerges. The traction leaders are Logo Maker: Art Design Creator, morphy, and AI Logo Maker: Graphic Design, each at 0 stars.
  32. Vegan product scanning apps8 entriesfirst seen 2016-09-06These apps help consumers verify whether packaged goods are vegan by scanning labels or ingredient lists, covering categories such as food, cosmetics, household items, and clothing. The cluster's dated history is too thin to read a shape from—it predates the index or its members are undated. Traction leaders based on activity signals are veguide, vegsnap, and VitaVegan, all currently at zero stars.
  33. Desktop color palette tools8 entriesfirst seen 2016-08-20A cluster of desktop utilities centered on picking screen colors, extracting dominant palettes from images, and generating, mixing, and managing custom color palettes for design work, with a few adjacent tools for icon preview, GTK theming, and editing color values in racing simulation game files. Dated entries before the index start show a single entry in 2016-08, one in 2023-02, one in 2025-06, then three in early 2026 (2026-01, two in 2026-04, and 2026-05), suggesting episodic activity with no steady pattern. The traction leader is lfc-vehicle-colour-editor with 2 stars, while Rewaita and color-picker-desktop each have 0 stars.
  34. Pixel-art multiplayer social games8 entriesfirst seen 2016-07-05This cluster comprises multiplayer pixel-art games that emphasize social interaction through custom characters, lobbies, real-time chat, and multiple game modes, from platformer shooters to virtual bars. The cluster's dated history is too thin to read a shape from--only two dated entries exist before the index start, so it either predates the index or most members are undated. On traction, claudemon leads with 8 stars, while RadiantMP and multiplayer-sync-assignment have no stars.
  35. Classic Vegas slot mobile games8 entriesfirst seen 2016-07-02A cluster of mobile slot machine games that recreate classic three-reel Vegas-style slots with virtual coins, daily bonuses, and offline play for casual entertainment. Entries are sporadic from March 2016 to November 2022, with no clear growth pattern before the index start. Traction leaders, such as DoubleDown Classic Slots, Slots Slots™: 777 Casino Games, and Slots Vegas Casino, all show minimal activity signal.
  36. Medical terminology flashcard apps8 entriesfirst seen 2016-06-28This cluster consists of flashcard and quiz apps focused on memorizing medical terminology for healthcare and allied-health students. The entry history shows an early founder in June 2016, two in 2018, one in 2020, then a long gap until June 2025, followed by entries in February, May, June, and July 2026. The traction leaders are Med Terminology Flashcards, Medical Terms Flashcards, and Medical Terms Flashcards 2026, all currently reporting zero stars.
  37. unit conversion apps8 entriesfirst seen 2016-06-20This cluster consists of mobile apps that convert units and currencies across a range of categories, with features like offline support, favorites, history, and varying unit counts. The dated history shows a single entry in 2014-10, another in 2016-06, a long gap, and then entries appearing from 2025-07 through 2026-07. Traction is minimal, as the top three products each have zero stars, but they are listed in order of activity signal, with Unit Converter - ConvertIt leading.
  38. Baby photo decoration and journaling apps8 entriesfirst seen 2016-06-13This cluster consists of mobile apps that let parents decorate baby and pregnancy photos with stickers, text, filters, and collages, and often organize them into memory albums, journals, or visual histories. Entry dates are sparse, with 7 products released across 2015-2020, mostly one or two per month, showing a thin, steady trickle rather than any concentrated wave. The traction leaders, each with zero stars, are Precious - Baby Photo Art, Baby Story: Pregnancy Pictures, and Totsie – Baby Photo Editor.
  39. ZFS snapshot backup tools8 entriesfirst seen 2016-05-30This cluster consists of backup and replication tools that create, manage, and transfer ZFS snapshots to remote hosts for data protection and disaster recovery. The dated history before the index start shows sporadic entries across 2016–2026, with early ones in 2016, 2018, and 2019, then later entries in late 2025 and early 2026. Traction leaders are zrepl-d2shd2sh-bin, zfs-autobackup, and zrepl-bin, each with an activity signal of 0 stars.
  40. Tax residency tracking apps8 entriesfirst seen 2016-03-20This cluster consists of apps that track users' travels to count days spent in tax jurisdictions, alerting them to residency thresholds and visa limits. The dated history shows early entries in 2016 and 2017, a long gap, and then several entries in early 2026. Traction leaders based on activity signal are Resident Tax, iReside - Tax Residency & Visa, and TaxBird - Residency Tracker.
  41. Encrypted email services8 entriesfirst seen 2016-03-17The cluster comprises encrypted email and secure communication services that emphasize end-to-end encryption for personal and business use. The dated history shows five entries scattered from 2012 to 2025, appearing intermittently with no clear trend. Proton Mail, Atomic Mail, and PreVeil lead in traction, though all currently show zero stars.
  42. Light novel reading apps8 entriesfirst seen 2016-02-14This cluster comprises mobile and web apps for reading light novels and classical poetry, offering features like bookshelf organization, offline reading, and EPUB export. The dated history is too thin to read a shape from, as only two dated entries exist before the index start, predating the index or with undated members. Flutter leads on traction with 104 stars.
  43. Cloud infrastructure mobile managers8 entriesfirst seen 2016-01-03This cluster consists of Android and mobile clients that manage specific self-hosted or cloud platforms, including Unraid, Cloudflare, Nextcloud Deck, Linode, and DigitalOcean. Dated entries before the index show sparse activity in 2016 and 2019, then three entries in early 2026 (two in March, one in June), indicating a recent concentration after a multi-year gap. Traction is led by opsflare with 26 stars, while Nextcloud Deck and OceanNex for DigitalOcean have zero stars. The dated history is sufficient to read a shape: an initial entry, a long pause, then a group of recent launches.
  44. Terminal Pokémon sprite viewers8 entriesfirst seen 2015-12-23This cluster consists of terminal-based tools that display Pokémon sprites and related information, often for entertainment. The dated history before the index start shows sporadic entries from December 2015 to June 2025, with no clear trend. Traction leaders pokeductor, pokeget, and pokego-bin all show 0 stars, indicating minimal adoption.
  45. Mobile tax preparation apps8 entriesfirst seen 2015-12-08These apps connect clients with tax preparation services, offering appointment scheduling, document upload, office contact details, and staff communication. Entries appeared sporadically from 2015-12 through 2022-02, with two entries in 2020-12 and single entries in other months, indicating a sparse and intermittent timeline. Traction leaders are Tax Office Plus, SM Mobile Tax Service, and National Tax Preparers, each with 0 stars, showing no meaningful activity differentiation.
  46. AI Desi wedding planning apps8 entriesfirst seen 2015-11-13This cluster comprises AI-guided wedding planning apps tailored to Indian/South Asian (Desi) traditions, covering task lists, budgets, guest management, vendor discovery, e-invites, and event coordination. The dated history shows one entry in late 2015, then a gap until late 2022, followed by a concentration of entries from early 2025 through mid-2026, indicating recent activity. Traction is led by asiri-event-management with 2 stars, while AskBindi and AyeDu have zero stars.
  47. Toddler educational puzzle games8 entriesfirst seen 2015-11-13This cluster consists of educational puzzle and mini-game apps for toddlers and preschoolers, focusing on cognitive and motor skill development. The dated entries are sparse and intermittent, appearing roughly once or twice a year from 2011 to 2020, with no clear trend. The traction leaders are Keiki Learning games for Kids, Toddler Learning Games 2+ Kids, and Kids Games for 2,3,4 Year Olds, each showing 0 stars as an activity signal.
  48. 3D and VR video players8 entriesfirst seen 2015-11-10This cluster consists of video players focused on stereoscopic 3D, 360-degree, and virtual reality content, including one Linux-specific VR player. The dated entries span from 2015 to 2025 with a sparse, sporadic distribution across those years. Traction is uniformly low, as all leading products (Bino, bino, sView) show zero stars, so no clear market leader emerges.
  49. MPD client libraries8 entriesfirst seen 2015-09-09This cluster consists of client libraries that allow software to control a Music Player Daemon instance over its network protocol, with variations for specific languages like Python and Ruby, plus a terminal client. The dated history before the index start shows one entry in 2015, one in 2018, five in January 2021, and one in 2023. The traction leaders are the lua-resty-mpd libraries, each with 0 stars.
  50. Kids drawing and painting apps8 entriesfirst seen 2015-09-07This cluster comprises drawing and painting applications designed for children, featuring simplified interfaces, sound effects, parental controls, and sometimes mascots or templates. Dated entries appear sporadically from September 2015 to July 2026, with no clear trend. Splash-sketch-kids leads on traction with 3 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.