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WHITESPACE · CLUSTER INDEX · 9,472 CLUSTERS

Clusters

Every group of products the index has found building the same thing. Biggest collisions first, or newest first — all 9,472 of them, 50 to a page.

  1. AI clinical scribe apps37 entriesfirst seen 2022-01-16This cluster comprises AI-powered medical scribes and clinical documentation tools that transcribe patient encounters, generate structured notes (e.g., SOAP, EHR), and sometimes suggest diagnosis or billing codes. Dated entries begin with a single outlier in 2010-09, then resume in 2022-01 and appear in a sparse, low-volume trickle of one or two per month through 2026-06, totaling 14 dated entries before the index start. The traction leaders—medi-chat-scribe, medical_consultation_saas, and Note-Insight—each show zero activity signal, so no product meaningfully leads on traction.
  2. Animated desktop wallpaper tools37 entriesfirst seen 2021-08-02This cluster comprises desktop utilities that play video or animated wallpapers, often with GPU acceleration and Linux/Wayland support, plus tools for editing slideshows or converting videos. The dated history shows scattered single entries from 2018 through 2024, followed by a concentration of entries in early 2026, though overall traction is low; the top-starred projects are trae-wallpaper-player and FlowPaper with 2 stars each, while skwd-paper has 0.
  3. Travel journaling apps37 entriesfirst seen 2020-11-12This cluster of 23 products centers on travel journaling apps that let users record trips, photos, locations, and memories, often with maps, weather, and sharing features. Dated entries before the index are sparse until late 2023, then appear more regularly through mid-2026, with the highest counts in 2025 and 2026. Traction is minimal, with the top activity signals (awaydays, bula, Journi Blog - Travel tracker) all at 0 stars.
  4. Document scanning and OCR apps37 entriesfirst seen 2020-07-29This cluster comprises mobile and desktop apps that scan paper documents via camera, convert them to PDF, and extract text using OCR, with common features such as editing, signing, sharing, and cloud integration. Entries stretch from 2009-10 to 2026-06, with a notable concentration in 2020-2021 and again in 2025-2026, though the earliest entries are sparse. Traction leaders include PDF Editor: Sign OCR, Scanner Pro・Scan PDF Documents, and invoice-archive-desktop, all currently showing zero stars.
  5. Online classic board game adaptations37 entriesfirst seen 2020-02-27This cluster comprises browser-based digital versions of classic board games, dominated by Monopoly-style property-trading titles alongside adaptations of Go, Mills, Konane, Settlers of Catan, dots-and-boxes, and a tile-based family game. Dated entries are scattered thinly from 2003 to 2026 with no consistent cadence, so the cluster's history is sparse and irregular. Traction leaders are Magnate - board game, acg-monopoly, and MONOPOLY: Bingo!, each with 0 stars.
  6. Real-time multiplayer trivia games37 entriesfirst seen 2020-02-10The cluster is real-time multiplayer trivia games where players answer quickly, buzz in, and compete across categories, with features like power-ups, leaderboards, elimination rounds, and ranked or private matches. Dated entries span from 2009 through 2026, appearing sporadically in most years and becoming more frequent in May and June 2026 before the index start. Among members with traction data, Quiz Crush: Trivia & Friends, Quiz Me: Trivia Games, and Guesstimate lead, though they all show zero stars on the activity signal.
  7. Git repository visualization tools37 entriesfirst seen 2018-05-16This cluster consists of tools for visualizing, browsing, and managing Git repositories, including GUIs, terminal UIs, and web apps for diff review, history graphs, commit exploration, and repository insights. Entries before the index start were sparse from 2018 through 2024, then increased in frequency from late 2025 into 2026, with the most entries in June 2026. Traction is led by gitwarren-app and Luma with 11 stars each, followed by surgite with 1 star.
  8. To-do & habit planner apps37 entriesfirst seen 2017-10-25This cluster consists of to-do list, habit tracker, and daily planner apps that combine reminders, calendars, and personal organization features. The dated entries are spread thinly from 2009 to 2025 with no clear concentration, indicating a long but sparse history of similar products. Traction leaders include 24me, ADHD Planner Organizer Planwoo, and Tappsk, each currently showing 0 stars on their activity signal.
  9. Privacy-focused desktop chat clients37 entriesfirst seen 2016-02-06This cluster comprises desktop chat clients that prioritize privacy and end-to-end encryption, often as unofficial or alternative builds of established messaging platforms, with some routing traffic through Tor or using email infrastructure as transport. The dated entry history is sparse from 2015 through 2025, with occasional single entries, then shows a more regular cadence in early 2026 (multiple months with 2-3 entries). Traction is led by weixin-db-decrypt-panel with 19 stars, followed by deltachat-tauri (5 stars) and veilanon (1 star).
  10. Mobile habit tracking apps37 entriesfirst seen 2013-07-22This cluster consists of mobile applications focused on tracking daily habits, routines, and goals, featuring customizable reminders, streak counters, charts, and templates. The dated entries span from July 2013 to June 2026, with sporadic monthly appearances; no month before the index start had more than one entry, and the busiest periods include 2016, 2020-2021, and 2024-2025. The traction leaders by activity signal are Habit Tracker - Habinote, Awesome Habits: Habit Tracker, and Strides: Habit Tracker + Goals, each currently showing 0 stars.
  11. Animated live wallpaper apps37 entriesfirst seen 2013-01-10This cluster comprises apps that turn device home and lock screens into animated content—videos, GIFs, art, weather visualizations, and interactive effects—plus a few static wallpaper generators and changers. Entry counts from 2013 through 2026 are low and irregular, never exceeding three in a single month, so the cluster shows a long, thin tail of releases rather than any concentrated activity. featherwall leads on traction with 18 stars, while Paperize and Windy Live Wallpaper have 0 stars.
  12. Unit converter apps37 entriesfirst seen 2010-12-18The cluster consists of unit and currency converter apps, typically offering simple interfaces, offline support, and calculator features, with occasional specialised ones like pixel-to-viewport or price-comparison variants. Entry history stretches from December 2010 to June 2026 with a steady cadence of one or two new products per month, indicating a consistent trickle of releases rather than any concentrated activity. The traction leaders by activity signal are Converter AM, Unit Converter & Currency, and Price Match: Unit Converter, all of which show zero stars.
  13. Barcode QR price comparison apps37 entriesfirst seen 2010-09-02This cluster comprises mobile apps that scan barcodes and QR codes to surface product details, pricing, and price comparisons, with some adding nutrition info, QR generation, and link previews. Dated entries before the index start occur steadily from 2009 to 2026, with single entries most months and only a few months having two, so no clear trend shape emerges. Traction leaders, all with 0 stars, are RegistroNative, ScanGlow - Barcode Scanner, and قارئ الباركود - Barcode reader.
  14. Email clients with PIM features37 entriesfirst seen 2010-05-08This cluster comprises desktop and mobile email clients that often integrate calendar, contacts, and news feeds, ranging from simple Gmail clients to full personal information managers. Dated entries span from May 2010 to July 2026 but are sparse, with the majority of dated entries appearing after 2020 and a slight grouping in 2023 and mid-2026. Traction leaders among members are thunderbird-esr140-bin, WEB.DE - Mail, Cloud & News, and Thunderbird, though all report zero stars.
  15. Rock-paper-scissors web games37 entriesfirst seen unknownThis cluster consists of web- and browser-based games where users play rock-paper-scissors against a computer opponent, with a few allowing play against another player. The dated history before the index start is too thin to read a shape from—only four dated entries exist, so the cluster predates the index or most members are undated. The traction leader is "Rock-Paper-Scissors" with 2 activity stars, ahead of "rock_paper_scissors" and "rock-paper-scissors-telegram-bot" at 0 stars each.
  16. Photo challenge travel apps37 entriesfirst seen unknownThis cluster consists of travel apps that gamify sightseeing through interactive photo challenges, guiding users to discover attractions and landmarks across specific countries or regions. The dated history is too thin to read a shape from, as only 0 dated entries exist before the index start, indicating the cluster predates the index or its members are undated. Traction leaders by activity signal are viateria, Ireland CultureQuest, and Netherlands CultureQuest, each with 0 stars.
  17. Daily word puzzle games37 entriesfirst seen unknownThis cluster comprises daily word-guessing and word-puzzle games, largely Wordle-inspired, each offering a new challenge per day with limited attempts or a fixed mechanic. Dated entries are sparse early on—one in May 2011 and one in April 2016—then pick up again with one in August 2024, two in May 2025, one in July 2025, and one in January 2026, suggesting a recent revival after a long quiet period. Traction leaders by activity signal are Wortmühle, codebreak-live, and 7 Little Words and More, each at 0 stars, indicating very low observed engagement among the top members.
  18. Meeting room booking apps36 entriesfirst seen 2026-09-13This cluster consists of web applications for reserving meeting rooms, boardrooms, and venues, with features for checking availability, booking time slots, and managing schedules. The dated history before the index shows five entries spread across 2016-10, 2025-04, 2025-07, 2026-01, and 2026-07, indicating an irregular pattern with a long gap between the first and subsequent entries. Traction signals are minimal, as the top activity leaders (crpao-meetingroom, cue-conference, MeetSpace) each have zero stars.
  19. Customizable dashboard builders36 entriesfirst seen 2026-09-05This cluster comprises dashboard and data-visualization tools that let users assemble, customize, and embed widgets, charts, and views across web, mobile, and admin interfaces. The dated history begins with three entries in June 2022, followed by single entries spaced irregularly through mid-2026, with many members lacking source dates. Castboard leads on traction with two stars, while datachart and deskmate each have zero stars.
  20. Football club and fan community sites36 entriesfirst seen 2026-09-04This cluster comprises websites for football clubs, fan communities, local leagues, and related sports hubs, covering news, standings, fixtures, and community discussion. The dated history before the index start is too thin to infer a growth pattern—only two dated entries exist, so no shape can be read. Traction leaders, based on activity signal, are the-non-negotiables, dcfc-website, and ekramramu.github.io, though all currently show zero stars.
  21. Election results map visualizers36 entriesfirst seen 2026-08-26This cluster consists of web applications that visualize election results and related information on interactive maps, including district boundaries, vote counts, office locations, and registration guidance. The cluster has too few dated entries before the index start to discern a timeline shape, so its history is either predating the index or largely undated (8 members have no source date). Traction leaders are rekapsuara, Nasaka IEBC, and Resultats electorals del 12M, though all show zero stars as activity signal.
  22. Agricultural advisory platforms36 entriesfirst seen 2026-08-22This cluster consists of farming advisory platforms that guide farmers on crop selection, diagnose crop health and plant diseases from leaf photos, and provide weather forecasts and scheme information. The dated history is too thin to read a shape from — only 3 dated entries precede the index start (too few to discern a trend), indicating the cluster predates the index or its members are undated. Krish leads on traction with 3 stars, while SmartFarmerAdvisory and KISAAN_AAROGYA each have 0 stars.
  23. Brand identity websites36 entriesfirst seen 2026-08-18These products are marketing websites and brand sites that present a company's identity, portfolio, and story to visitors. The cluster's dated history is too thin to read a shape from, with only one dated entry before the index start. Traction leaders, based on activity signal, include upoma-luxury-consultancy, my-brand-story-site, and msystems, each with zero stars.
  24. Charity donation management apps36 entriesfirst seen 2026-08-14This cluster consists of web applications designed for charities to collect donations, manage fundraising campaigns, and track donation records. The dated history is too thin to read a shape from – before the index start there were only 2 dated entries, so the cluster either predates the index or its members are undated. Traction leaders madad-donations, vgr-donation-tracker, and donaccion-web show minimal public activity (0 stars each).
  25. Local AI video editing tools36 entriesfirst seen 2026-08-12This cluster comprises desktop and local applications that use AI agents to automate editing, generate content, and collaborate with human editors on timelines. The dated history before the index start is too thin—only 4 dated entries—to discern a shape. Traction leaders include cupcat-video-editor with 10 stars, lumeri with 4, and OpenMagia with 2, with cupcat having the highest star count among them.
  26. Bilingual video study tools36 entriesfirst seen 2026-08-11This cluster comprises browser extensions that turn online videos—chiefly YouTube and Bilibili—into study resources by adding bilingual transcripts, translations, AI summaries, timestamped notes, and vocabulary tools, often exporting to note apps like Obsidian or Notion. The dated history before the index start is too thin to read a shape from—only one entry predates the index, and one member has no source date. Traction leaders are bilibili-digest (142 stars), DramaLens (123 stars), and mazelingo (24 stars).
  27. Waste collection scheduling and tracking apps36 entriesfirst seen 2026-08-05This cluster comprises web and mobile applications for managing household and municipal waste: scheduling collections, checking bin days, reporting sanitation issues, tracking bin fill levels, and even tracking personal waste output. The cluster's dated history before the index start consists of only 4 entries, too few to discern a timeline shape; many members have no source date. Traction leaders, based on activity signal, are mrc-trash, socialsanitation_lovable, and skiftesgatan-garbage-collection, though each shows zero stars.
  28. E-commerce storefront builders36 entriesfirst seen 2026-07-23This cluster comprises e-commerce storefronts offering product catalogs, shopping carts, checkout, user accounts, and payment integration, often as self-contained demos or MVPs. Dated entries before the index start are sporadic, with 1–2 records in several months from mid-2025 to mid-2026, showing no clear growth pattern. Traction leaders are folio-store and shopsavvy, both with 1 activity star, while ShopEase-App has 0.
  29. Offline-first workout log apps36 entriesfirst seen 2026-07-18This cluster consists of offline-first workout tracking apps that let users create training plans, log sets, record workouts, and track weight and progressive overload using only on-device data. The dated history before the index start shows sparse entries—one in April 2025, two in January 2026, and two in July 2026—indicating sporadic release activity rather than a consistent pattern. In terms of traction, 'your-offline-workout-app' leads with 1 star, while 'Forte' and 'FitnessApp' have 0 stars.
  30. AI-powered CRM platforms36 entriesfirst seen 2026-04-01The cluster consists of AI-powered CRM platforms that automate lead capture, pipeline management, and customer engagement, with several vertical-specific variants (mortgage, home services, insurance, equipment hire). Dated entries are sparse from early 2024 through 2025, then increase in early 2026, reaching five in April 2026 before tapering to three in June and July. The traction leader is 7Blocks-CRM with two stars, while other members show no traction signal.
  31. ad campaign analytics apps36 entriesfirst seen 2026-02-21This cluster consists of web apps that generate reports, monitor campaigns, and provide competitive analytics for advertising campaigns. Only 4 dated entries exist before the index start, too few to infer a timeline shape, so the cluster's dated history is too thin to read a shape from – it predates the index or its members are undated. The traction leader is ad-data-copilot with 2 stars, while others show 0 stars.
  32. AI note-taking apps36 entriesfirst seen 2026-02-18The cluster comprises AI-powered note-taking and personal knowledge management apps that focus on capturing, organizing, summarizing, and retrieving notes via text, voice, and AI assistance. Dated entries span from 2011 to 2026, with most appearing after 2023 and a concentration of five entries in November 2025, though the overall cadence is irregular. Traction is led by AstralNotes-Android with 5 stars, followed by Mighty-Note and Workflowy.
  33. AI companion chat apps36 entriesfirst seen 2026-01-23This cluster comprises mobile and web apps offering AI-driven conversational companions for emotional support, daily companionship, and personalized chat, often with memory, voice, or persona features. The dated history shows a single entry in 2017, then a gap until 2023, followed by intermittent entries that become more frequent from late 2025 into early 2026. Traction leaders are hermes_companion (13 stars), MAYA (10), and yachiyo-claw (5).
  34. macOS screenshot OCR utilities36 entriesfirst seen 2026-01-09This cluster consists of desktop screenshot tools for macOS (with one extending to Windows) that combine region/full-screen capture with OCR, translation, annotation, pinning, and clipboard history. The dated entry history before the index start is too thin to read a shape from—only two dated entries exist, so the cluster's origins predate the index or members are largely undated. Traction leaders are Ta (48 stars), macos-universal-clipboard-repair (17 stars), and winter_shot (3 stars).
  35. Therapy practice websites36 entriesfirst seen 2025-12-29This cluster comprises websites for therapy and psychotherapy practices, offering service descriptions, booking, and sometimes additional features like courses or memberships. The dated history is too thin to read a shape from, with only three dated entries before the index start. The traction leaders are align-therapy-demo, camila-s-therapy-space, and sausage-therapy-online-empire.
  36. Team management dashboards36 entriesfirst seen 2025-12-11The cluster consists of web dashboards for team management, covering tasks, projects, OKRs, schedules, and operational tracking. Entries appeared sporadically from February 2025 to July 2026, with monthly counts of 1–3, showing no consistent growth pattern. The traction leaders are Bootcamp and accounting-tax-timeline (both 0 stars) and XL-Ops-Console (2 stars), indicating very low overall activity.
  37. Personal task management apps36 entriesfirst seen 2025-12-04This cluster comprises personal task management and to-do list apps that let users create, prioritize, schedule, and track tasks with due dates, reminders, and progress metrics. Dated entries span from 2013 to 2026, with only two entries before 2021 and the remainder appearing after, including several in 2025 and 2026. Traction leaders are TaskFlow, react-native-todo-app, and TaskMiny, each with 0 stars, indicating minimal observed activity so far.
  38. Streaming radio listener apps36 entriesfirst seen 2025-11-12The cluster is a collection of 37 web and mobile apps for streaming live internet radio stations, music-only channels, and, in some cases, podcasts or TV broadcasts. Dated entries before the index are sparse and sparse-running: single ones in 2010, 2010, 2017-11, 2022-07, 2022-09, 2023-10, 2025-06, 2025-11, 2026-03, 2026-04, 2026-06, and 2026-07, so the dated history is too thin to read a clear shape from; it appears the products predate the index or their entry dates are missing. In terms of traction, Yumi Co. Radio leads, followed by wavelingo and ondes70.
  39. Short-form video creator tools36 entriesfirst seen 2025-09-20This cluster comprises web and mobile apps for creating, repurposing, and sharing short-form video content for social platforms, including tools for generating hooks, captions, clips from long videos, and social reels. Entries before the index began were sparse at first, with single apps in 2019, 2020, 2023, and early 2025, then doubled to two per month from September 2025 through June 2026. Traction is led by wizchat-reels-social with 2 stars, while jancrochet-748cce33 and fabric-reel-buddy each have 0 stars.
  40. Personal note-taking web apps36 entriesfirst seen 2025-07-04This cluster consists of web apps for creating, editing, organizing, and storing personal notes. The dated history before the index start shows a sparse pattern: one entry each in January and February 2025, another in July, three in September, and two in December, with September having the most. The traction leaders, 'notes', 'mynotes', and 'Notes', all have 0 stars, indicating no single member has emerged as a clear leader.
  41. Inventory and warehouse management systems36 entriesfirst seen 2025-06-27This cluster comprises 54 products focused on inventory tracking, warehouse management, stock level monitoring, and order processing across retail, manufacturing, and logistics contexts. Dated entries appear sporadically from November 2017, with a long sparse period until 2021 and a clear concentration of activity in 2025 and 2026 before the index began. The three traction leaders—Inventory_Colvalvulas, Rackbeat, and auriesta-inventory-management—each record only 0 stars, indicating no meaningful traction signal among the cluster.
  42. AI customer support ticket automation36 entriesfirst seen 2025-06-21The cluster consists of AI-powered platforms that classify, route, and generate responses for support tickets, often with human escalation loops. Before the index start, entry dates span from January 2025 to June 2026, with single entries in most months and two in March 2026. Traction is led by a private product with 4 stars, followed by barq-sprints-agentic-incident-resolution-platform (3 stars) and SupportPilot (1 star).
  43. AI research assistant tools36 entriesfirst seen 2025-06-19These products form a cluster of AI-powered research assistants that search, summarize, and synthesize information from academic papers, web sources, and uploaded documents, often with citation support and multi-agent workflows. The dated entry history shows a low, intermittent pattern: two entries in June 2025, one in July 2025, then a gap until October 2025, after which single entries appear in most months through July 2026, with a few absent months. The clear traction leader is AI-Research-Assistant, which has 42 stars, far outpacing the next closest (SideBy and NutriRAG at 1 star each).
  44. AI recommendation web apps36 entriesfirst seen 2025-06-19This cluster consists of AI-powered web applications that help users discover content, receive personalized suggestions, obtain advice, or navigate websites. The dated history shows six entries spread between March 2025 and July 2026, with no clear acceleration. BookmarkX leads on traction with 3 stars, followed by claude-project-instruct and DiscoveryAI_1.
  45. Sports and gaming analytics dashboards36 entriesfirst seen 2025-06-12This cluster consists of web dashboards and admin panels that manage, visualize, and report on sports or gaming statistics — covering match data, player performance, predictions, and operational metrics. The dated history before the index start is too thin to read a shape from (only 4 entries), so the cluster's entry pattern cannot be characterized; it predates the index or its members are undated. Traction leaders by activity signal are top-sports-admin, nfl-prediction-dashboard, and ipo-app, each at 0 stars.
  46. AI habit coaching apps36 entriesfirst seen 2025-05-28This cluster comprises mobile and web apps that use AI to track habits, set goals, deliver personalized coaching, reminders, and behavioral nudges. The dated entry history shows sporadic releases in 2018, then a lull until late 2024, followed by a gradual increase through 2025, peaking at four entries in December 2025. Traction is led by The_Batman_Project (16 stars), with mattioli.OS (3 stars) and SmartLife-AI (0 stars) further down the activity signal.
  47. Travel and accommodation booking platforms36 entriesfirst seen 2025-05-27The cluster comprises online platforms for booking accommodations, travel experiences, flights, and related services, ranging from general hotel booking to niche luxury villas and regional travel. The dated entry history before the index start is sparse and irregular: a single entry in December 2022, a cluster of entries from May to July 2025, and a few more through mid-2026, with 11 members undated. Bookong-Engine-Platform leads on traction with 4 activity stars, while bookalert and caovie-luxury-rentals have none.
  48. Law firm marketing websites36 entriesfirst seen 2025-05-16This cluster consists of websites for law firms that present legal services, contact information, and practice areas to prospective clients. The dated entries before the index start are sparse and irregular — one each in May and June 2025, one in January 2026, two in June 2026, and one in July 2026. Traction is minimal, with the highest activity signals all at 0 stars, shared by Luis-Enrique-Barreto-And-Associates, ava, and sitetesteadvogados.
  49. School management systems36 entriesfirst seen 2025-05-08This cluster consists of school management systems that handle administrative tasks such as student records, attendance, grades, timetables, and fees for various educational institutions, including niche segments like driving schools and religious schools. Dated entries appear sporadically from February 2025 through July 2026, with a gradual increase in frequency in mid-2026, though the overall pattern is thin. ASSETLINK-supabase leads on traction with 3 stars, followed by HAZA-SMS and At-Taqwa---School-Management-System with 1 star each.
  50. Wellness habit tracking apps36 entriesfirst seen 2025-04-07This cluster comprises wellness and habit tracking apps centered on mood logging, mindfulness, self-care routines, and personal growth. Dated entries span from January 2014 through July 2026, with a sparse early period and a denser concentration of launches from April 2025 onward. Traction leaders, based on activity signal, are Aura-vue, rebalance-app, and Personify Health, each with 0 stars.

How to read this list

HOW TO READ THIS

A cluster is a group of products whose descriptions sit close together, redrawn from scratch every night. Groups split, merge and disappear between rebuilds, and a group's size can change without a single product changing. Read this as a map of where ideas crowd, not a census — most products sit in no cluster at all.

Many labels here are auto-generated from the group's own text rather than written, and the summaries and gap analyses lag behind the clustering: the pass that writes them has not caught up with the groups the last rebuild created. A missing summary means we have not written one, not that there is nothing to say.

“First seen” is the earliest date any member carries, which is a creation date where the source published one and a crawl date otherwise. Nothing in the index was found before 11 August 2026, and coverage broadened sharply on 14–15 August, so an early date reports how far back a member's own source dated it — not how long we have been watching. The Pulse carries the live totals.