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WHITESPACE · CLUSTER INDEX · 9,676 CLUSTERS

Clusters

Every group of products the index has found building the same thing. Biggest collisions first, or newest first — all 9,676 of them, 50 to a page.

  1. Browser puzzle games19 entriesfirst seen 2025-02-17This cluster comprises 25 puzzle games and apps that are almost entirely browser-based, with a strong focus on Sudoku and other number puzzles, plus a few color-by-number, crossword, arithmetic, and solver tools. The dated entries are sparse early—two in 2020 and 2021—then show a steady trickle from 2025-02 through 2026-07, including a two-entry month in 2026-05. The highest traction is utility-puzzles (1 star), while sudoku_app and Pudoku lag with 0 stars, showing only faint early adoption signals.
  2. Kanban task management apps19 entriesfirst seen 2025-02-14This cluster consists of task management applications built around Kanban-style boards, covering personal organization, team workflows, terminal-based CLI use, and mobile or desktop interfaces. Entry counts before the index start were low and uneven, with months of 1-3 new products appearing sporadically, and slightly higher counts in May 2025 and July 2026. Traction is very low across the board, with SprintGrid leading at 1 star, while Task-Flow and ouijit-bin have 0 stars.
  3. AI customer support chatbots19 entriesfirst seen 2025-01-31This cluster consists of chatbots that deliver automated customer support through real-time chat sessions on websites. The dated history before the index start is too thin to read a shape from—only 4 dated entries exist, and the cluster predates the index or its members are undated. The traction leaders are nex-chatbot, park-booking-bot, and grokbotapp-web, each showing 0 stars as their activity signal.
  4. Personal wellness tracking web apps19 entriesfirst seen 2025-01-31This cluster comprises web applications that help users track symptoms, medications, wellness goals, and progress to support personal health management. Dated entries show a sparse timeline from January 2025, with a small concentration in December 2025 and a lone entry in February 2026, indicating an early but irregular flow of new products. Traction leaders among dated members are adwitiya-wellness, haman-health-companion, and Biohacked-Wellness-System-Website, all with zero stars, suggesting no clear activity leader.
  5. AI voice call dashboards19 entriesfirst seen 2025-01-27This cluster comprises dashboards and platforms for managing, monitoring, and analyzing AI voice calls and call center operations. Dated entries appeared sporadically from January 2025 to May 2026, with no clear growth pattern. Zerde109 leads on traction with 2 stars, while other members have no stars.
  6. Fake news detection tools19 entriesfirst seen 2025-01-26This cluster comprises tools for detecting misinformation and verifying content credibility, spanning web apps, browser extensions, and mobile apps that use AI, NLP, and fact-check cross-referencing. With only four dated entries before the index start, the cluster's dated history is too thin to discern a timeline shape. Activity leaders are HaCha-BroweserExtention (4 stars), with truthlens and vnews at 1 star each.
  7. Business performance dashboards19 entriesfirst seen 2025-01-09This cluster comprises analytics dashboards for tracking business performance metrics across multiple domains, including telecom, workforce, and programme delivery. The dated entry history before the index start spans from February 2024 to July 2026 with only eight entries, showing a sparse distribution and a notable concentration in January 2025. Among dated members, programme-monitor has the highest traction with five activity stars.
  8. AI voice journaling apps19 entriesfirst seen 2024-12-30This cluster comprises voice-first journaling apps that record spoken thoughts, transcribe them, and apply AI for summaries, sentiment analysis, or pattern discovery. Dated entries appear sporadically from October 2023 to June 2026, showing no clear trend across that period. Traction leaders, based on activity signal, are landonkea-soliloquy-rails, Mori Journaling AI, and Multimemo, each with 0 stars.
  9. Composing Desktop Midi19 entriesfirst seen 2024-12-04
  10. AI photo and video organizers19 entriesfirst seen 2024-11-05This cluster comprises AI-powered applications for organizing, tagging, searching, and managing personal photo and video libraries, with many tools operating locally or self-hosted to keep data private. The dated entries begin in 2015-05, then appear sporadically with most entries arriving from 2024-06 onward, though the overall pre-index history is sparse. On traction, ai-photo-manager leads with 17 stars, followed by TIOL and TIOL-Image-Manager at 12 each.
  11. Political insider trade trackers19 entriesfirst seen 2024-10-26This cluster consists of apps and web tools that track stock trades by politicians, corporate insiders, fund managers, and major shareholders, using SEC filings and public disclosures to alert users to potential conflicts of interest. Entries appear sporadically before the index start, with isolated launches in 2018, 2022, 2024, and 2025, followed by three dated entries in early-to-mid 2026 (April, May, July). Traction leaders show minimal activity, with all three cited examples (congress-trade-tracker, Whalex: Insider & 13F Tracker, StockInsider: Stock Tracker) having zero stars.
  12. meal decision apps19 entriesfirst seen 2024-10-01The cluster comprises 13 similar products that help users decide what to eat via random selection, preference-based suggestions, or interactive tools. The dated history before the index start shows sporadic single entries across seven months (Sep 2024, Oct 2024, Feb 2025, Mar 2025, May 2025, Sep 2025, Jun 2026), with no clear trend. Traction leaders are what-to-eat, sandwich-ponderer-deluxe, and What to Eat: Meal Planner, each with 0 stars.
  13. Discord-style community chat apps19 entriesfirst seen 2024-09-04This cluster consists of real-time community chat applications inspired by Discord, ranging from open-source desktop clients to decentralized messaging platforms. Dated entries before the index start span August 2021 through July 2026, with a single entry in 2021 and the remaining six scattered from September 2024 onward, including multiple in 2026. drocsid leads traction with 47 stars on its activity signal, while other dated members show no stars.
  14. AI meeting note apps19 entriesfirst seen 2024-08-25This cluster comprises mobile apps that record meetings, lectures, and calls, then use AI to transcribe, summarize, and generate study aids such as flashcards, quizzes, and action items. The dated entry history spans April 2020 to March 2026, with a steady trickle of one or two new members per month and no pronounced growth trend. The leading traction members are Notella, HyNote, and Notee, all showing 0 stars, indicating minimal user adoption.
  15. Offline note-taking apps19 entriesfirst seen 2024-07-26This cluster consists of note-taking applications that emphasize offline functionality, letting users capture, organize, and sync notes without continuous internet access. The dated history before the index shows sporadic entries spread from March 2015 through May ief, with no sustained pattern; the largest single-month entry count is 2. Driftnote leads traction with 5 activity stars, followed by snotes (2 stars) and suur (1 star,
  16. Belongings inventory and decluttering apps19 entriesfirst seen 2024-05-28This cluster comprises mobile and web apps for inventorying, organizing, and decluttering physical belongings across homes, moves, and storage spaces, including one app focused on digital hoarding habits. Entries appear sporadically from 2017-08 through 2026-07, with no discernible acceleration pattern given the sparse distribution. Traction leaders are moving-box-tracker, App-Appart, and Nook: Home Inventory, all showing equal activity signals of zero stars, so no single leader stands out.
  17. AI mental wellness apps19 entriesfirst seen 2024-05-07This cluster consists of mental wellness apps that combine AI chat or mentorship with mood tracking, journaling, and structured therapeutic content (e.g., CBT) to address anxiety and stress. Dated entries appear sporadically from July 2015 through July 2026, with no consistent pattern or clear growth trend. Traction is negligible across the cluster; the three highest-signal products each show zero stars, indicating no meaningful user engagement signal.
  18. Parametric CAD applications19 entriesfirst seen 2024-05-01This cluster comprises parametric CAD applications, many open-source, for designing mechanical parts, models, and layouts, targeting engineers, hobbyists, and makers. The dated history before the index start shows sporadic entries from late 2019 through mid-2026, with a slight recent clustering in June and July 2026. The traction leaders, Materializr, FreeCAD, and SolveSpace, each currently have zero stars, indicating limited public visibility.
  19. Terminal audio visualizers19 entriesfirst seen 2024-03-27A cluster of terminal-based applications that render real-time audio visualizations, ranging from music players to recording dashboards and ambient sound mixers. Entries are dated sporadically from March 2024 to June 2026, with a minor concentration in April 2026. Traction leaders (lofi-atc-mixer, hypr-audio-hud, waveterm-vis) all have zero stars, indicating minimal external engagement.
  20. E-signature and document apps19 entriesfirst seen 2024-02-08This cluster of 23 apps centers on digital signatures and electronic document signing, covering mobile and web tools for creating, editing, signing, and managing documents, as well as remote notarization and qualified signatures for government and prescription use. Entries appeared steadily from mid-2014 through early 2026, with most months adding one product and two months adding two. Traction leaders are Privy - Digital Signature, eSign - Sign & Edit Documents!, and Notarize, each showing the highest activity signal at zero stars.
  21. AI tabletop RPG game masters19 entriesfirst seen 2024-01-03This cluster comprises AI applications that act as game masters for tabletop role-playing games, handling narration, combat, and persistent story choice. Entry activity shows a lone product in January 2024, a pair in August 2025, and a gradual series across February through July 2026, indicating sporadic but recurring development. The traction leaders—dnd_app, AI Game Master - Dungeon RPG, and DM ENGINE—all currently show zero stars, suggesting early-stage adoption.
  22. Offline local LLM chat apps19 entriesfirst seen 2023-11-22This cluster comprises desktop and self-hosted applications that run large language models locally on user hardware, enabling private, offline AI chat without cloud dependencies. Entries appear sporadically from November 2023 through June 2026, with low but persistent activity and a slight concentration in early 2026. The traction leader is glm-flash-offline-client, with 106 stars, while other members show negligible activity.
  23. Encrypted email and calendar apps19 entriesfirst seen 2023-09-28This cluster comprises 18 products centered on secure, encrypted email and calendar services, often adding cloud storage, contacts, and spam protection. Dated entries are sparse, appearing intermittently from 2011 through 2026 with no clear concentration other than a single month with two entries in early 2026. Traction leaders, based on activity signal, are Zoho Mail, Yandex Mail, and Proton Mail, each currently at 0 stars.
  24. Wireless device battery tray utilities19 entriesfirst seen 2023-08-25This cluster consists of Windows utilities that display battery levels of wireless peripherals (mice, headsets, controllers) in the system tray or taskbar, with some offering low-battery alerts and device-specific controls. The dated entry history before the index start is too thin (only 3 entries) to discern a trend shape, suggesting the cluster predates the index or members are largely undated. HaloBattery leads traction with 262 stars, far ahead of other members.
  25. Desktop video downloader apps19 entriesfirst seen 2023-08-06This cluster consists of desktop applications that download videos and audio from platforms like YouTube, TikTok, and Twitter. Entries before the index start appear sporadically across five distinct months (2021-01, 2023-08, 2025-12, 2026-01, 2026-04), indicating a thin and irregular dated history rather than a clear trend. The traction leader is multiplatform-downloader with 20 stars, followed by tik-tok-save (5 stars) and X-Track (1 star).
  26. Bill payment reminder apps19 entriesfirst seen 2023-05-15This cluster covers mobile apps for tracking bills, credit cards, and installment payments, with due-date reminders and calendar views, plus payment forecasting. The dated history before the index start shows intermittent entries from May 2018 to July 2026, with the most recent pre-index month (July 2026) having two entries. Traction is led by vencehojechagas with 2 stars, while yaad-vibe-bill-pro and Smart-InterestX have 0 stars.
  27. Mobile PDF e-signature apps19 entriesfirst seen 2023-03-29This cluster comprises mobile apps, predominantly for iOS, that enable users to sign, fill, edit, and share PDFs (and sometimes Word) using electronic signatures, stamps, and initials. The dated entry history spans August 2017 to July 2026, with a noticeable gap between 2017 and 2021, followed by sporadic entries that slightly concentrate in late 2025. The traction leaders by activity signal are Signature Maker - Sign Creator, PDF Sign - Signature App, and eSign - PDF Signature & Docs, all of which currently show zero stars.
  28. home services booking apps19 entriesfirst seen 2022-10-03This cluster comprises web and mobile apps that connect users with home service providers for booking and managing services such as cleaning, repair, and maintenance. Dated entries are sparse, with single products appearing in isolated months from March 2022 to May 2026, showing no clear pattern. TOURISH-help-web leads on traction with 2 stars, while other dated members show no activity.
  29. Offline music player apps19 entriesfirst seen 2022-03-12This cluster comprises mobile apps for playing locally stored audio files offline, with features such as equalizers, synchronized lyrics, and playlist management. The dated entry history before the index start shows a low, steady rate of one to two entries per month, with a slight increase in February 2024. Traction leaders are all at zero stars, with flutter-local-music-player, Lune, and Vanced Tube-Block ads on video listed as the top three.
  30. Local Android file encryption apps19 entriesfirst seen 2022-03-10This cluster comprises Android apps for local file encryption and private storage, using passphrases, key pairs, or cover images to keep data on-device and offline. Dated entries before the index are sporadic single releases from 2012 to 2025, with three in July 2026. mingyue-encryption leads traction with 1 star, while OTG Master and quietport have 0 stars.
  31. Clock and alarm apps19 entriesfirst seen 2021-12-25This cluster consists of mobile clock apps that combine standard timekeeping features such as alarms, timers, stopwatch, and world clock, with some adding themed widgets, offline support, or countdowns. The dated history shows a few early entries in 2012–2014, a long hiatus, then a steady stream of entries from 2021 onward, with the most frequent activity in 2024. Among the members with activity signals, goalslot-mobile leads with 1 star, while relogio-android and ReteClock show 0 stars.
  32. Online Othello games19 entriesfirst seen 2021-09-20This cluster comprises 16 web-based implementations of the classic Othello board game, supporting player-versus-player or player-versus-computer matches. Variants include animated board transitions, blockchain-recorded moves, and a React/Supabase real-time multiplayer version. The dated history is too thin to infer a timeline shape, as only one member has a pre-index source date; most members are undated. Traction leaders are osero, Othello Game, and Classic Othello Game, all currently showing zero stars.
  33. AI photo-to-video generators19 entriesfirst seen 2021-01-05This cluster comprises mobile apps that use AI to turn photos into stylized videos and images, including face swaps, animations, celebrity-style portraits, and filters for social sharing. Dated entries appear sporadically from May 2013, with the majority concentrated between late 2024 and 2025, and one member has no source date. The traction leaders are Pose, Guffaw, and AI Maker, each with a 0-star activity signal.
  34. Terminal disk usage analyzers19 entriesfirst seen 2020-09-14This cluster consists of terminal-based tools that visualize disk space consumption and help users locate large files or directories. Dated entries span from 2011 to 2026, but most are concentrated in 2025-2026, with only a couple of earlier outliers. The leading project by activity signal is lumadisk, while disk-ui and aed-bin have no stars yet.
  35. Offline classic game collections19 entriesfirst seen 2020-09-13This cluster comprises mobile and web apps that bundle classic board, card, puzzle, and casual games for offline play, typically without ads or tracking. The dated history before the index is sparse but spans from September 2014 to June 2026, with entries concentrated in a few months such as April 2025, February 2026, and April 2026. Traction is led by Em_forca (2 stars), while Board Games : No ADs and Game Nest - Offline Games show zero-star activity signals.
  36. Mobile time tracking and timesheet apps19 entriesfirst seen 2020-07-09This cluster consists of mobile apps for tracking work time, managing projects and tasks, and generating timesheets or reports, aimed at freelancers, employees, and business owners. Entries appeared singly in 16 dated months from August 2014 to June 2026, typically separated by many months, producing a sparse and irregular cadence. The traction leaders by activity signal are Time Squared: Hours Tracker, Power Apps, and Tracking Time PRO, all showing 0 stars.
  37. Virtual tabletop gaming tools19 entriesfirst seen 2019-10-05This cluster comprises digital products for tabletop role-playing games, including virtual tabletop platforms, AI-assisted storytelling modules, and companion apps. The dated history before the index start is sparse, with entries in October 2019, August 2021, August 2025, March 2026, and two in June 2026, so no clear shape can be read beyond a slow irregular trickle. The top activity signals among members are Waypoint, TheResistanceCompanion, and quest-forge, each showing zero stars.
  38. Personalized guided meditation apps19 entriesfirst seen 2019-09-03These products generate personalized guided meditation sessions based on user-selected inputs such as goals, intention, style, duration, and topic, often including sleep sounds or background music. Dated entries appear sporadically from February 2018 to July 2026, with a few months (e.g., 2024-07, 2025-11, 2026-03) showing two entries, indicating a steady but irregular flow of new products. Traction leaders by activity signal are i-LLUM, NAYRA Guided Meditation, and 365 Pause, all currently at 0 stars.
  39. Multi-monitor wallpaper utilities19 entriesfirst seen 2019-05-19This cluster comprises desktop utilities for managing wallpapers, with features like time-of-day switching, multi-monitor spanning, per-display selection, and dynamic rotation. The dated entry history (11 entries from 2019-2026) shows a sporadic, single-entry-per-month pattern with no clear trajectory. Traction is led by macos-dynamic-wallpaper, the only member with any star activity (1 star).
  40. Wayland clipboard managers19 entriesfirst seen 2019-05-13This cluster consists of clipboard managers and utilities built for the Wayland display protocol, offering features such as history tracking, GUI and CLI interfaces, and specific compositor support. The dated history shows sparse entries in 2019 and 2022, followed by a consistent flow of new members from mid-2025, with the highest monthly count (four) in July 2026. Traction leaders are rift-clipboard-bin, cursor-clip-bin, and waypin, each with zero stars.
  41. Linux fingerprint reader drivers19 entriesfirst seen 2019-01-27This cluster consists of Linux drivers, libraries, and utilities enabling fingerprint authentication on specific hardware such as Goodix, EgisTech, Elan, UPEK, ThinkPad, and Dell models. Entries appear sporadically from 2010 through 2026, with an isolated entry in 2010, a long gap until 2019, then intermittent releases and occasional months with two entries. The traction leaders, focaltech-spi-dkms, Enroll, and libfprint-goodix-55a2, each show zero stars, indicating limited community adoption.
  42. Regex testing and learning tools19 entriesfirst seen 2018-10-24This cluster consists of developer tools for writing, testing, debugging, learning, and generating regular expressions across web, terminal, and desktop environments. Dated entries begin in October 2018 and appear intermittently, with six of the nine dated entries concentrated between October 2025 and June 2026. The traction leaders by activity signal are regexplain, rexi, and txt2regex, each with zero stars.
  43. Novel writing and organization apps19 entriesfirst seen 2018-04-09This cluster comprises web and browser-based tools for writing novels, organizing chapters, characters, timelines, and tracking progress. Dated history is too thin to read a shape from: only 3 dated entries exist before the index began, so it predates the index or its members are undated. All tracked members show zero stars on their source pages, indicating no clear traction leader yet.
  44. Terminal emulator projects19 entriesfirst seen 2018-01-07This cluster comprises terminal emulator projects spanning desktop, mobile, library, and headless/AI-focused implementations. The entry timeline from July 2010 to June 2026 shows a sparse, steady stream of new projects, with no month exceeding two entries. Traction leaders are termite, shellix, and QMLKonsole, each displaying 0 stars, indicating limited user adoption.
  45. Retro arcade mashup games19 entriesfirst seen 2017-10-24This cluster comprises retro arcade games that mash up mechanics from classic titles like Pong, Pac-Man, Space Invaders, and Galaga, with some adaptations for text terminals. The pre-index entry history shows sporadically timed single entries from August 2015 to May 2026, too irregular to discern a directional trend. Among these, neon-gravity-arena leads on activity with 1 star, while all other dated members have 0 stars.
  46. Local multiplayer party game collections19 entriesfirst seen 2017-10-07This cluster consists of mobile and party game compilations that bundle dozens of mini-games, emphasizing local same-device competition, offline play, and sometimes online multiplayer. The pre-index dated entries span from September 2016 to July 2026, with most appearing between 2019 and 2022, a three-year pause, then two more in 2026, showing an irregular but sustained cadence. The activity-signal leaders are five-in-a-row, TopTop: Games & Party, and 4 Player Games, each holding 0 stars, so no product has yet built significant traction.
  47. Mobile casino apps19 entriesfirst seen 2017-07-28This cluster comprises mobile casino apps offering real-money or virtual-currency slot machines, table games, and live-dealer options, often licensed in select US states. Dated entries span from 2015 to 2026, with occasional months seeing two new products, indicating steady but sparse additions over a decade. Hard Rock Bet Casino, Slotpark Casino Slots Online, and Casino Deluxe - Vegas Slots lead on traction, each with the same activity signal.
  48. Mobile security & VPN apps19 entriesfirst seen 2017-05-05This cluster comprises mobile security applications bundling VPN encryption, malware and spyware scanning, dark web monitoring, scam detection, and privacy features. Entry history spans from December 2009 through March 2026, with most months having a single entry and a few later months with two, showing a long, low-volume but steady stream. Avast One, Norton 360, and Surfshark lead on traction, although all show zero stars in the activity signal.
  49. Phone-number-free messaging apps19 entriesfirst seen 2017-03-25This cluster consists of messaging and chat applications that let users communicate without providing a phone number, often using usernames, invite links, or no registration at all. The dated history is sparse, with entries scattered from 2010 to 2026, but most dated entries appear between 2024 and 2026. The traction leaders are offGrd, chat-no-number-, and chat-no-number-17, each with zero stars, indicating minimal public traction.
  50. Peer mental health support apps19 entriesfirst seen 2017-01-27This cluster comprises anonymous mental health support platforms offering peer communities, moderated discussions, and sometimes professional counseling or crisis hotlines. Timeline data before the index start shows entries in 2017, a subsequent gap, a concentration in 2023, and another concentration in 2025-2026. Traction leaders, each currently showing zero stars, are Soluna: Mental Health Care, Wisdo: Mental Health & Support, and HealTalk - Text Reading.

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.