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WHITESPACE · CLUSTER INDEX · 9,788 CLUSTERS

Clusters

Every group of products the index has found building the same thing. Biggest collisions first, or newest first — all 9,788 of them, 50 to a page.

  1. AI crypto chat assistants16 entriesfirst seen 2021-02-17This cluster consists of conversational AI tools for cryptocurrency users, covering natural-language wallet management, token swaps, payments, exchange queries, and blockchain education. Dated entries show a lone 2021-02 member, then a gap until 2025-02, followed by single entries in 2025-06 and 2026-03 and two in 2025-12. Traction leaders are Nomad, bingx-buddy-bot, and MiniRemit, each showing 0 stars as the highest activity signal.
  2. ML experiment tracking platforms16 entriesfirst seen 2021-01-21This cluster consists of tools for tracking, managing, and evaluating machine learning experiments and models, including hosted platforms, self-hosted toolkits, and client libraries. The cluster's dated history is too thin to read a shape from, as only 3 dated entries exist before the index start. Traction leaders based on activity signal are epochdeck, rittik-evalops-ai, and r-vetiver, each with 0 stars.
  3. crypto wallet and exchange apps16 entriesfirst seen 2020-08-27This cluster comprises mobile-first cryptocurrency finance apps offering trading, wallets, and related services such as borrowing, staking, bill payments, and node rewards. Dated entries are sparse, with single launches scattered from December 2015 to September 2022, showing no discernible pattern. Nodle, CEX.IO, and Apex lead on activity signal despite all having zero stars.
  4. Plex media streaming clients16 entriesfirst seen 2020-06-28This cluster comprises desktop and home-theater client applications for streaming personal media libraries, primarily from Plex servers, with some supporting Jellyfin and one unofficial client for Amazon Prime Video. Dated entries appear sparsely from April 2019 through June 2026, with no clear temporal pattern. All traction leaders (plex-tui, plexamp-beta-appimage, plexamp-bin) show zero stars, indicating no significant community traction.
  5. Desktop PDF page manipulation tools16 entriesfirst seen 2020-05-01These desktop applications focus on page-level PDF operations such as merging, splitting, rotating, cropping, and reordering. Dated entries are irregular, with single releases scattered across 2020 to 2026, showing no clear growth pattern. Traction leaders are PDFolio and CorelMate with 1 star each, followed by PDFRev with 0 stars.
  6. Wine cellar and tasting apps16 entriesfirst seen 2020-03-03This cluster covers wine-focused apps for cellar management, tasting logs, label scanning, and wine investment. Dated entries appear sporadically from June 2012 through May 2026, with most dated entries concentrated in 2025 and early 2026. Traction leaders are InVintory, taster, and vinventory, each with 0 stars.
  7. AMD Zen CPU monitoring apps16 entriesfirst seen 2020-02-23Cluster of hardware monitoring applications for AMD Zen processors that display sensor readings like temperature, voltage, current, and power consumption, with some reading the SMU power management table. Only 4 dated entries exist, so the cluster's dated history is too thin to read a shape from. Traction leaders include zenmonitor, zenpower5-dkms, and ryzen_monitor, based on activity signal.
  8. Terminal rain and weather animations16 entriesfirst seen 2020-02-23This cluster consists of terminal and web-based ASCII/ANSI animations centered on rain, Matrix-style digital rain, and weather effects like clouds, thunder, and snow, often presented as screensavers or entertainment tools. Dated entries before the index start show an isolated entry in 2020-02 and another in 2022-05, followed by a mostly monthly presence from 2025-05 through 2026-07 with one or two entries per month, including two entries in both 2026-04 and 2026-05. rusty-drizzle leads traction with 1 star, while raind and cool-rain have 0 stars.
  9. Mobile squad battler games16 entriesfirst seen 2019-12-31This cluster comprises mobile games centered on recruiting and upgrading units, customizing or unlocking heroes, and combat against monsters or other players, with some also featuring base building and territory control. The dated history is a sparse sequence of single entries spaced across many months from 2013-03 to 2026-05, showing no clear shape or concentration. Traction leaders are Combat Cruiser, Top Lords, and Whiteout Survival, though all show zero stars in activity signal.
  10. household item inventory apps16 entriesfirst seen 2019-11-26This cluster consists of mobile and desktop apps that catalog household belongings by room or property, storing photos, receipts, warranty details, and maintenance reminders. The dated entries appear sporadically from January 2015 through 2026, with a concentration in the second quarter of 2026. Traction leaders, based on the activity signal, are Home Inventory: Whateren, Itemtopia Inventory, and Sorven: Home Asset Inventory, each currently showing zero stars.
  11. Collaborative group trip planners16 entriesfirst seen 2019-11-13This cluster consists of collaborative trip-planning apps that let groups save places, build itineraries, and organize flight, hotel, and activity reservations, with shared voting and AI suggestions. The dated history shows sporadic entries in 2017, 2019, and 2020, then a gap until late 2023, with more consistent entries through 2026 including multiple in May 2026. Traction leaders—Pogo: AI Trip Planner, t-log, and tabiori Trip Planner & Photos—each have 0 stars, suggesting limited user traction.
  12. Retro game emulator frontends16 entriesfirst seen 2019-10-09This cluster consists of frontend applications that unify retro game emulation, letting users browse, organize, and launch classic games across multiple systems. The dated history is sparse, with one entry each in August 2008, October 2019, March 2020, December 2024, April 2025, August 2025, and February 2026, showing no strong growth pattern over that span. Traction leaders by activity signal are RetroArch, Lutris, and RetroDECK, though all show zero stars.
  13. Zombie survival strategy games16 entriesfirst seen 2019-08-30This cluster comprises zombie survival strategy games featuring shelter building, resource management, and combat. The dated entry timeline before the index shows sporadic entries from 2013 through 2023, often with gaps of years, and only one month (September 2021) recorded two entries. Traction leaders all report 0 stars, indicating no differentiated activity yet.
  14. Privacy-first ad-blocking browsers16 entriesfirst seen 2019-07-13This cluster consists of privacy-focused web browsers that block ads and trackers, often including private search, customization, and on-device data retention. Entries appeared intermittently from December 2013 to July 2026, with a few in 2019 and a more concentrated set from late 2024 through mid-2026. Among them, LibreWolf, Waterfox, and FireDragon lead on traction, each with 0 stars in activity signal.
  15. Mobile document scanner apps16 entriesfirst seen 2019-04-20This cluster consists of mobile scanner apps that capture documents and convert them to PDF or JPEG for saving, sharing, and organizing. Pre-index entries appear sporadically from February 2016 to March 2026, with no clear directional trend. All three tracked members show zero activity signal, meaning no traction leader emerges.
  16. Desktop system monitors16 entriesfirst seen 2018-11-09This cluster consists of desktop system monitor applications that display real-time CPU, memory, disk, network, and sometimes GPU usage, and include process management capabilities. The dated entries are sparse: one each in November 2018 and February 2019, one in May 2025, and two in early 2026 (February and March), with a long gap from 2019 to 2025. claritytop leads on traction with 2 stars, followed by SysMon-One with 1 star and ActivityMonitor with 0 stars.
  17. Sliding tile puzzle games16 entriesfirst seen 2018-09-24This cluster of 16 products covers sliding-tile puzzle games, including classic 15-puzzle variants, block-sliding challenges, and number-merge mechanics. Dated entries appear sporadically from May 2015 through July 2026, with August 2020 being the only month with multiple (three) entries. All traction leaders—Color Block Jam, Game15ReactNative, and Roll the Ball®—show zero stars, indicating minimal outward traction.
  18. Network monitoring and scanning tools16 entriesfirst seen 2018-09-04This cluster covers network monitoring, scanning, and packet analysis tools for security professionals, homelab operators, and network administrators. Dated entries stretch from 2011 to 2026 with a sparse, steady release cadence, including four dated members in 2026 before the index start, and two members have no recorded source date. Traction leadership by activity signal is network-doctor (3 stars), followed by portguard (2 stars) and MapMyLAN (1 star).
  19. Book summary microlearning apps16 entriesfirst seen 2018-08-13This cluster consists of mobile apps that condense non-fiction books into bite-sized learning formats—summaries, audio lessons, short stories, quizzes, and videos—for on-the-go microlearning. Entries appeared sporadically from August 2018 to November 2024, with long gaps and no consistent cadence, indicating a diffuse but persistent interest in the niche. Traction leaders based on activity signals are Yuno, StoryShots, and 4books, though all show zero stars.
  20. Daily Mobile Word Puzzle Games16 entriesfirst seen 2018-08-03This cluster comprises mobile puzzle games centered on word, crossword, and word-search mechanics, often offering daily challenges, hints, and collections spanning logic, number, and picture puzzles. The 13 dated entries appear sporadically from March 2009 to March 2025, showing a thin but persistent trickle of similar products over more than a decade rather than any concentrated release pattern. Traction leaders, based on activity signal, are Puzzle Page - Daily Games!, NYT Games: Wordle & Crossword, and Word Life - Crossword puzzle.
  21. Anonymous encrypted messengers16 entriesfirst seen 2018-03-30This cluster comprises private messengers that use encryption and allow signup without a phone number or email, offering text, calls, and file sharing, with some additions like a wallet or multi-device support. The dated entries span from 2012 to 2026, with single entries in 2012, 2018, 2021, 2022, and 2025, and a higher number of monthly entries in 2026, including four in June 2026. SimpleX Chat is the top traction leader, followed by Vutalk and Zyphr, all with zero stars.
  22. Markdown notebook note-taking apps16 entriesfirst seen 2017-11-18This cluster consists of note-taking applications that store notes as plain-text markdown files, organize content into notebooks with folders, tags, icons, and colors, and offer features like rich-text editing, search, and cross-note linking. The five dated entries appear singly across February 2020, February 2023, August 2024, November 2024, and March 2026, showing a thin, irregular timeline with multi-year gaps. The traction leaders—Marknote, Folio, and Notes—each show zero activity signals, so none stands out as dominant.
  23. Habit tracking with health sync16 entriesfirst seen 2017-11-16This cluster comprises mobile apps and a couple of companion tools that track daily habits and routines, synchronize with health platforms (e.g., Apple Health, Google Health), and typically offer reminders, streaks, widgets, and statistics. Entries appear steadily from March 2013 through July 2026, with no concentrated period of launches. The leading member by traction is obsidian-health-connect with 20 stars, while the mobile apps show little to no activity signal.
  24. AI keyboard writing assistants16 entriesfirst seen 2017-11-02This cluster comprises mobile keyboard extensions and writing assistants that use AI to check grammar, rewrite text, adjust tone, translate, and draft messages across apps. Entries appear sporadically from 2017 to 2026, with a single entry in 2017, a small grouping in early 2023, another in mid-2025, and one in mid-2026, but no sustained monthly pattern is visible from the dated history. Traction leaders by activity signal are aigo, Grammarly: AI Keyboard & Notes, and Keyboard AI, though all show zero stars.
  25. Pet care tracking apps16 entriesfirst seen 2017-09-28This cluster comprises pet care tracking apps that manage health records, medications, routines, and reminders for pet owners, with some supporting multiple pet profiles. The dated history shows single entries at irregular intervals from September 2017 to July 2026, including four entries in the first half of 2026. On the traction signal, all three members report zero stars, with LoveMyPets: Pet Care Tracker listed as the top member.
  26. Mobile password manager apps16 entriesfirst seen 2017-09-01This cluster consists of password manager applications, predominantly for iOS and mobile, that focus on secure credential storage, autofill, password generation, and biometric or passcode-based access. The dated entries are sparse and spread across 2011 to 2026, with no consistent pattern of releases. Helm leads on traction with 7 stars, while the other members show no star activity.
  27. Karaoke and lyric tools16 entriesfirst seen 2017-07-27This cluster comprises karaoke playback, lyric editing and synchronization, vocal synthesis, and sing-along presentation tools for desktop and web use. Dated entries show a sporadic pattern of single releases scattered across 2017-2026, with no concentration in any period. Traction is minimal, with desktop-karaoke leading at one star, while all other tracked products have zero stars.
  28. Academic reference management apps16 entriesfirst seen 2017-01-30These products help researchers collect, organize, cite, and share bibliographic sources and papers, often by searching databases like PubMed, arXiv, and Google Scholar or by scanning barcodes and generating citations. The cluster's dated history is too thin to read a shape from – it predates the index or its members are undated. On activity signal, Zotero, References On Tap, and PubMed On Tap lead, though all show zero stars.
  29. X.Org hardware video drivers16 entriesfirst seen 2017-01-14This cluster comprises X server video drivers targeting specific graphics hardware, including VIA, Intel, NVIDIA, 3dfx, ATI, VMware, S3, and others. The dated history shows an initial concentration of 8 entries in January 2017, followed by sparse single entries through 2026, with a small group of 3 in June 2025. Traction leaders, all with 0 stars, are xlibre-video-nouveau, xlibre-video-intel, and xlibre-video-nested.
  30. Private media vault apps16 entriesfirst seen 2017-01-03This cluster consists of mobile apps that encrypt and hide photos, videos, audio, and notes inside passcode- or biometric-protected local vaults. Dated entries before the index start are sparse, with single entries scattered across months from 2011-08 to 2026-07, showing no consistent pattern. Traction leaders are kryvo and myVideo (1 star each), with kagaz-pwa at 0 stars.
  31. Terminal weather display apps16 entriesfirst seen 2016-11-29This cluster consists of terminal and command-line applications for displaying current conditions and forecasts, often with extras like radar, tides, or maps. Dated entries span 2007 to mid-2026, showing sporadic early releases and a denser set from 2022 onward, including two in March 2026. All traction leaders (linecast, mausam, termrain-bin) have zero stars, so no product stands out on activity.
  32. Wildfire management and monitoring tools16 entriesfirst seen 2016-09-08This cluster consists of AI-powered web tools for wildfire detection, tracking, and emergency response coordination, using satellite and weather data for situational awareness and dispatch recommendations. The cluster's dated history is too thin to read a shape from—only two dated entries predate the index start, and three members have no source date. Traction leaders are igniscontrol (2 stars), with Sipi_incendios and firewatch each at 1 star.
  33. Two-factor authentication apps16 entriesfirst seen 2016-09-06This cluster consists of mobile apps that generate two-factor authentication codes from QR codes or manually entered security keys for online accounts. The dated entries span from September 2016 to July 2026, with monthly counts of one or two; the highest counts are two entries in July 2021 and October 2022, while most other months have a single entry, indicating a scattered but persistent stream of launches. The traction leaders are Authenticator App - 2FA / OTP, G Authenticator App: 2FA & MFA, and Authenticator・2FA・MFA・OTP, each with zero stars.
  34. Video codec encoding and decoding tools16 entriesfirst seen 2015-11-28This cluster consists of open-source libraries, encoders, decoders, and utilities that implement or wrap various video compression standards, including H.264, H.265, H.266, Theora, AVS, and MPEG-5 EVC, along with hardware-accelerated encoding and simpler transcoding front-ends. The dated history shows 10 entries from 2015 through mid-2026, with a sporadic, low-frequency pattern of single or double additions each year and no clear trend. The highest traction leader is 'handbrake-alternative-simple' with 25 stars, while other dated members show 0 stars.
  35. All-in-one team collaboration platforms16 entriesfirst seen 2015-10-20This cluster consists of all-in-one team collaboration and project management platforms that unify tasks, chat, docs, scheduling, and sometimes AI capabilities. Dated entries show sparse activity from 2015 through 2024, then a denser period from early 2025 to mid-2026, with the largest number of entries in February 2025. Among dated members with traction signals, onekof-platform has the highest star count at 1, while dynamis-flow and ClickUp have 0 stars each.
  36. Text editors and editing tools16 entriesfirst seen 2015-09-04This cluster consists of desktop-oriented text editors and editing tools, including cross-platform editors, Windows/Linux compatibility layers, and specialized variants for Arabic typing, Typst, PowerShell, and AI-assisted writing. Entries appear sporadically from January 2014 through June 2026, with no consistent growth pattern before the index start. The traction leaders—nib, Katvan, and textadept—all show zero stars, indicating minimal activity signal.
  37. Gamer matchmaking and social apps16 entriesfirst seen 2015-05-28This cluster consists of platforms and apps that connect gamers through matchmaking, chat, and friend features, ranging from casual game platforms to AI-powered team finders for specific games like WoW and Fortnite. The dated entry history is sparse from 2013 through 2021, followed by a more frequent series from early 2025 to early 2026. aram-love-bot leads on traction with 4 stars, while Titanium and GamerLink LFG, Find Teammates! have zero stars.
  38. Dinosaur-themed games16 entriesfirst seen 2015-04-29This cluster comprises dinosaur-themed games spanning education for toddlers, simulation, platformers, card battles, and multiplayer PvP. The dated entries appear sporadically from 2015 through 2026, with single entries in each listed month, showing no clear pattern. Traction leaders are Dinosaur Games for Kids: Dino!, Games for Toddlers & Kids 2-5, and Jurassic World™: The Game.
  39. Calendar-integrated task managers16 entriesfirst seen 2015-02-26This cluster consists of mobile task-management and to-do apps that combine calendar views, widgets, and sometimes weather or analytics, with a few desktop or cross-platform variants. Dated entries are sporadic from 2011 to 2025, showing no strong concentration across years, though there is a slight clustering in 2015–2016 and again in late 2025; one member lacks a source date. Traction leaders are To Do List - Reminders & Tasks, Task Manager: Daily To-Do, and TaskCal, all with zero stars.
  40. Healthcare professional CE apps16 entriesfirst seen 2014-11-06This cluster consists of mobile apps that deliver accredited continuing education to healthcare professionals, including courses, documentation tools, and credit tracking. The dated members appear sporadically from 2011 to 2023, with no discernible pattern. AudioDigest, Ausmed, and Medbridge lead the cluster on traction.
  41. Tax refund assistance apps16 entriesfirst seen 2013-10-16Cluster of apps and web services that help consumers and tourists identify, claim, and track tax and VAT refunds, including digital processing for tax-free shopping and cross-border e-commerce compliance. The dated history before the index start shows sporadic entries from 2013 to 2026 without a consistent pattern. Traction leaders include refund-authority, Zapptax — Shop Tax Free, and Euro-tax, all with minimal star counts.
  42. Casual mobile football games16 entriesfirst seen 2013-04-04This cluster consists of casual mobile sports games focused on American football gameplay, along with a couple of disc-based variants. Entries appear sporadically from April 2013 to September 2021, with a notable concentration in 2020. The leading products by activity signal are Madden NFL 27 Mobile Football, Football Battle - Touchdown!, and Battle Disc, all at 0 stars.
  43. Self-hosted GPS tracking apps16 entriesfirst seen 2013-03-05This cluster comprises mobile location tracking apps, many emphasizing self-hosted servers, privacy, geofencing, and outdoor activity logging. The dated entries before the index start appear sparsely from 2013 to 2019, then resume in 2025 and early 2026 with a slightly higher frequency. Traction is led by Location-Tracking-GeoPulse- with 3 stars, while all other known members show no activity stars.
  44. Fashion dress-up games16 entriesfirst seen 2012-12-16This cluster consists of fashion-focused dress-up and styling games where players customize avatars, create outfits, compete in style challenges, and sometimes decorate virtual spaces. The dated entries before the index start appear sporadically from late 2012 through early 2026, with small clusters in 2021 and 2023, but the overall pattern is too thin and spread out to read a clear shape. Traction leaders based on activity signal are Lady Popular: Dress Up Game, Aesthetic - Decorate & Design, and Fashion Famous - Dress Up Game, though all show zero stars.
  45. Mobile casino slot simulations16 entriesfirst seen 2012-12-13Mobile casino simulation games, predominantly slot-machine themed, offering virtual Vegas-style experiences with bonuses, jackpots, and social features. Entries span from 2012 to 2024 with sporadic releases, showing no consistent pattern. The traction leaders are Xtreme Slots Vegas Casino Game, NG Slot - Vegas Casino Games, and Diamond Cash Slots 777 Casino, each with 0 stars.
  46. Endless runner mobile games16 entriesfirst seen 2012-10-16This cluster comprises endless runner mobile games with varied protagonists (Sonic, a city runner, a ninja, a granny, a robot, and a crossing character) who avoid obstacles and collect items. Dated entries are heavily concentrated in 2012–2014, with isolated later entries in 2019 and early 2026, giving the cluster an early-peak then sparse later timeline. Traction leaders are Subway Surfers, swifty-mario, and Subway Surfers City, all showing zero stars, so no single product stands out on activity.
  47. Beauty appointment booking apps16 entriesfirst seen 2012-06-10This cluster covers consumer apps for discovering and booking beauty and salon appointments, with nearby search, reminders, and payments as recurring features. The dated history before the index start is a sparse, long-running stream: two entries in June 2012, then mostly single entries spread across 2014, 2017, 2019, 2020, 2021, 2024, 2025, and early 2026, with no clear acceleration. Traction leadership is led by MeGo Client, followed by Leested: Beauty & Spa Booking and Fresha for customers, though all three show 0 stars.
  48. Personal time tracking apps16 entriesfirst seen 2012-04-21This cluster consists of mobile time-tracking apps that let users log activities, start/stop timers, and view charts and reports to manage personal time. The dated entries are sparse and sporadic from March 2011 to June 2026, with single entries in most months and two in June 2026. The traction leaders among members are switch-time, Ago: Last Time Tracker, and aTimeLogger - Personal Tracker, each with 0 stars.
  49. Phone privacy and call protection apps16 entriesfirst seen 2012-03-28Cluster of mobile apps addressing phone privacy and call management, including spam/scam blocking, caller ID lookup, number masking, and second number services. Dated entries span 2012 to January 2026, with a single entry in 2012, a small group in 2015–2016, sparse singles in 2021 and 2024, and three entries in late 2025 plus one in January 2026. Traction leaders by activity signal are Burner: Second Phone Number, Sanket, and Xlines, each with 0 stars.
  50. Historical empire-building strategy games16 entriesfirst seen 2011-11-17This cluster comprises 13 strategy games centered on building settlements, cities, or empires across historical eras, with combat, resource management, and territorial expansion as core mechanics. Dated entries appear sporadically from October 2010 to August 2025, with small concentrations around 2017 and 2021. Among members with traction signals, Forge of Empires: Build a City, Rise of Cultures: Kingdom game, and Battle Nations are listed as leaders, all with zero 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.