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WHITESPACE · CLUSTER INDEX · 9,406 CLUSTERS

Clusters

Every group of products the index has found building the same thing. Biggest collisions first, or newest first — all 9,406 of them, 50 to a page.

  1. Desktop video editing tools79 entriesfirst seen 2005-07-31This cluster comprises desktop and web-based applications for video editing, compositing, effects, and creation, ranging from professional non-linear editors to niche utilities like GIF makers or credits generators. The dated entries span from 2005 to mid-2026 with a few products appearing most years, indicating a steady but modest flow of new tools over two decades. Traction leaders are Concat (1343 stars), ooosplat (742 stars), and filmora-utility-2026 (70 stars).
  2. AI agent dashboards78 entriesfirst seen 2025-05-31This cluster consists of dashboard applications for monitoring, managing, and orchestrating AI agents and their tasks, covering coding agents, automated workflows, and even robotics. The dated history shows sporadic entries from May 2025 through November 2025, a pause, then a denser set of entries from March to May 2026, but the pre-index period is too thin to read a reliable shape. Traction is led by hermes-hud (4 stars) and CodeCraft (3 stars), with robotspace-ifactory-os at 0 stars.
  3. Browser-based casual web games78 entriesfirst seen 2025-04-11This cluster consists of browser-based casual and indie games, often featuring quirky themes, simple mechanics, and direct online play. The dated history before the index start spans 2025-03 through ‌2026-07, with monthly counts varying from1 to3 and no clear directional trend. Traction is led by th08-web with76 stars, followed by ActionGameDesign.ByAI with7 stars, while most members show zero or minimal activity.
  4. Social friend-matching apps78 entriesfirst seen 2025-02-17This cluster consists of social networking apps that help users meet new people through interest matching, profile swiping, and chat or video features. The dated entries are sporadic from 2012 to 2026, with no clear growth trend and a peak of three entries in a single month (May 2019). KnowMe leads on traction with five activity stars.
  5. Hotel and lodging booking websites78 entriesfirst seen 2025-01-26This cluster contains websites for hotels, guesthouses, bed-and-breakfasts, villas, and other lodging properties, each presenting room details, amenities, and a way for prospective guests to inquire or book. The 14 dated entries before the index start are scattered across January 2025 to May 2026 with no observable trend, while 32 members have no source date. The traction leader is BTS_Hotel_With_Payemnt with 1 star, followed by recanto-booking-bliss and Megaron-Hotel each at 0 stars.
  6. Marine navigation and weather apps78 entriesfirst seen 2009-09-24This cluster comprises marine navigation, weather, tide, and boating assistance apps, ranging from professional route optimization and AIS tracking to recreational chartplotting and fishing aids. Entries were added periodically across many months from 2009 to mid-2026, with mostly single entries per month and occasional pairs, though six members lack source dates. The traction leaders, each with zero stars, are coco-boat-ios, i-Boating, and iNavX.
  7. E-commerce storefront platforms77 entriesfirst seen 2025-08-29This cluster comprises e-commerce platforms that provide standard storefront, shopping cart, checkout, and payment processing, paired with an admin dashboard for managing products, orders, and customers. Pre-index-source dated entries appear sporadically from May 2025 through May 2026, with no clear directional trend, and the cluster's dated history is therefore relatively thin. Among the traction leaders, haj-pc shows the strongest activity signal with 4 stars, followed by next-store with 1 star and moffatt-ranch with 0 stars.
  8. Online gambling platforms77 entriesfirst seen unknownThis cluster comprises 43 online gambling platforms offering casino games, sports betting, lottery, slot machines, and poker, often with localized payment methods like QRIS and bank transfers. The dated history is too thin to discern a trend, as only 2 dated entries exist before the index start and the majority of members are undated. Traction leaders, based on activity signal, are arena-bet, mzizination2, and hybridtemplate, each with zero stars.
  9. Game anti-cheat bypass tools76 entriesfirst seen 2026-08-17This cluster consists of tools that provide cheating advantages in games such as Valorant, Escape from Tarkov, PUBG, and others, typically including aimbot, ESP, wallhack, and anti-cheat bypass capabilities. The dated history of the cluster is too thin to read a shape from, with only one dated entry before the index start, suggesting it predates or is mostly undated. Traction leaders are hades-render-overlay and eft-silent-radar-override, each with 55 stars, followed by marvel-rivals-menu with 48 stars.
  10. Salon websites with online booking76 entriesfirst seen 2026-08-11This cluster comprises websites for hair and beauty salons, typically presenting services, pricing, galleries, and contact details, with the majority incorporating online appointment booking and some offering payment processing or admin dashboards. The dated history before the index start consists of only four entries, too thin to discern a growth pattern, so the cluster predates the index or has undated members. On traction, the leaders are GlamAura, celestial-sparkle-lab, and salao-nelyoliveirafh, each with zero stars, indicating limited signal.
  11. Generic e-commerce storefronts75 entriesfirst seen 2026-05-05This cluster consists of 51 online stores that let customers browse and purchase products through standard web interfaces, often including accounts, carts, and checkout flows. The dated entries before the index start are sporadic, with a minor concentration in February 2026 (3 entries) but no clear growth shape. Traction leaders are room-345 (1 star), ecom-king (0 stars), and shree-exclusive-store (0 stars), indicating very low activity overall.
  12. macOS keep-awake menu utilities75 entriesfirst seen 2026-02-23This cluster comprises macOS menu-bar utilities that keep a Mac awake, often while the lid is closed, to support remote access, long-running tasks, and AI coding agents. Some members add auto-stop timers, battery and thermal safeguards, or presets for agent tools. The dated history before the index start is too thin to read a shape from (only two dated entries). In terms of activity signal, Belay leads with 34 stars, followed by lidawake (18) and letitbrew (10).
  13. Team project management web apps75 entriesfirst seen 2025-09-21This cluster consists of web applications for project and task management across teams, covering planning, tracking, collaboration, and reporting. Entry counts fluctuated between 1 and 4 per month from January 2025 to July 2026, with no strong directional trend. Among members with traction signals, Nuvyo leads, followed by tracker and shared-checklist.
  14. AI readiness assessment tools75 entriesfirst seen 2025-06-16This cluster consists of web-based tools that assess an organization's or individual's readiness, maturity, or capability to adopt AI, typically through quizzes or questionnaires that generate scores, reports, and recommendations. The dated history before the index start is thin but traceable: one entry in June 2025, one in December 2025, and the majority in 2026, with the largest single month being March 2026 (3 entries) and a couple each in June and July 2026. On traction, shemeshtribellc leads with 2 stars, while the other tracked members show zero activity signal.
  15. AI startup co-founder tools75 entriesfirst seen 2025-05-22This cluster covers AI-powered co-founder and startup-assistant tools that help entrepreneurs validate ideas, generate business plans, pitch decks, and financial guidance. Entry counts before the index start ranged from 1 to 8 per month from March 2025 to July 2026, with the largest month in April 2026. Among members with traction signals, LaunchPad-v2 leads with 4 stars, followed by AIpreneur (3) and pitchai-hm-90 (2).
  16. PDF document Q&A chatbots75 entriesfirst seen 2025-01-04This cluster consists of chatbots that answer user questions about uploaded PDF documents by retrieving relevant passages and generating grounded, sourced responses, often with page-number citations and streaming. Before the index start, only 3 dated product entries exist, so the cluster's dated history is too thin to read a shape from -- it predates the index or its members are undated. On traction, the highest activity signals are rag-chatbot, knowbase, and ExCort, all showing 0 stars, meaning no measurable traction is evident.
  17. Minecraft custom launchers75 entriesfirst seen 2011-11-11This cluster consists of 75 custom launchers for Minecraft, focusing on managing mods, shaders, accounts, game versions, and alternative authentication. Dated entries span from November 2011 to July 2026, with sparse early releases and a higher frequency in recent years. Traction is led by PocketJLauncher with 4 stars, followed by MikoLauncher with 2 stars and mcgl-arm64 with 1 star.
  18. Unit converter apps75 entriesfirst seen 2011-03-16This cluster comprises mobile and web unit converter apps covering common measurement categories like length, weight, temperature, volume, and speed, with many also supporting currency exchange, area, pressure, and scientific units. Entries appear steadily from March 2011 through May 2026, with most months seeing one or two new products and occasional months with three. The traction leaders are Unit Converter - 14-in-1, Units: Unit converter, and Unit Converter: BarConvert, though all show zero-star activity signals.
  19. Math practice and tutoring apps74 entriesfirst seen 2025-06-05This cluster contains educational apps and web apps for math practice, tutoring, quizzes, and adaptive learning, spanning elementary through exam-level topics such as fractions, geometry, Python, and statistics. The dated history before the index start shows early one-off entries between 2011 and 2018, a subsequent gap, then a recurring stream from early 2025 through July 2026, including a seven-entry month in June 2025. Traction leaders by activity signal are Equathora and baselearn (2 stars each), with mathkurmer at 0 stars.
  20. Campus student marketplace apps74 entriesfirst seen 2025-01-08This cluster consists of campus-focused marketplaces where university students buy, sell, rent, or trade items, notes, services, and sometimes rides among verified peers. Dated entries begin with a single product in January 2021, then resume with a steady flow from January 2025 through mid-2026, peaking at five entries in February 2026. The clear traction leader is Forkathon2026-Team-KUET_MANTIS with 5 stars, while all other dated members show zero stars.
  21. Blogging and content publishing platforms74 entriesfirst seen 2025-01-02The cluster spans 70 blogging and publishing tools for individual writers, communities, and niche audiences, covering features like role-based access, moderation, rich text editing, subscriptions, and regional or topical feeds. Dated entries appear from January 2025 through July 2026 with monthly counts mostly between one and four, peaking at five in January 2026 and at four in September 2025 and July 2026. Traction leaders by activity signal are Blogging-Website, Writlog, and blog-cms-platform.
  22. Minimal Android launchers74 entriesfirst seen 2017-01-24This cluster comprises Android launcher and home-screen replacement apps focused on minimalism, performance, and distraction-free use, with variations including text-only interfaces, gesture controls, and custom organizational schemes. Entry dates are spread from 2015 to 2026, appearing sporadically with small groups in 2020 and a denser collection in early 2026, though the overall pattern is irregular. The most active projects by star count are open-android-dex (56 stars) and aero-dock (52 stars), while Slate shows no star activity.
  23. Text-to-speech reading apps74 entriesfirst seen 2012-02-09This cluster consists of mobile and web applications that convert text sources such as PDFs, e-books, web pages, and documents into spoken audio using text-to-speech, often with features like word highlighting, offline playback, and customizable voices. Dated entries span from early 2012 to mid-2026, with a notable concentration in the 2024–2026 period. Traction leadership is held by audiobook-studio with 4 stars, while Voice Aloud Reader and AudioBooks Unlimited to Kindle have 0 stars.
  24. GPS navigation and mapping apps74 entriesfirst seen 2009-06-11This cluster comprises GPS navigation and mapping apps offering turn-by-turn directions, live traffic, offline maps, and region-specific features for drivers and travelers. The dated entry history from 2009 to 2026 shows a steady, low-frequency trickle of new products, with most months having a single entry and a few months with two to four, indicating sustained but sparse development rather than a clear growth pattern. Traction leaders, as measured by activity signal, are americangps, MapGT: Game Maps & Navigation, and Hudhud: Accurate KSA Maps, all at 0 stars.
  25. Career guidance and assessment apps73 entriesfirst seen 2025-03-28This cluster consists of web-based career guidance tools that help students and professionals assess their skills and interests, explore suitable career paths, and receive personalized learning or certification recommendations. Dated entries before the index start show modest early activity with a peak of five entries in September 2025, followed by sporadic single entries through mid-2026, so the timeline shape is too thin to read a clear trend. Among traction leaders, pathwise shows the highest activity signal with 2 stars, followed by career-arsenal with 1 star and career-guidance-system with 0 stars.
  26. Team collaboration task managers73 entriesfirst seen 2012-03-27This cluster comprises task- and project-management applications built for collaboration, covering assignment, deadlines, progress tracking, communication, and sometimes time or iteration tracking. Dated entries span from December 2010 to July 2026, appearing at a slow, irregular pace of one to three releases per month rather than any noticeable clustering. Traction leaders by activity signal are projecty, Quire, and taskflow, each showing zero stars.
  27. Personality quiz and typing apps72 entriesfirst seen 2025-07-21This cluster consists of web-based quizzes that classify users into personality, communication, or archetype categories, often with shareable results or paid reports. The dated history before the index start is thin, with only seven entries spread sporadically from July 2025 to July 2026, showing no clear growth pattern. Traction leaders are jungian-typology-assessment, personality-quiz-generator, and mbti-toxic-test, each with only one star, indicating minimal activity differentiation.
  28. Exam practice and test prep web apps72 entriesfirst seen 2025-06-05This cluster consists of web apps for exam preparation, offering practice tests, quizzes, aptitude exercises, and study aids. The dated entry history before the index shows an early sparse period (2016–2019) followed by a denser series of entries from 2025-03 through 2026-06. Among members with traction signals, joule leads with 3 stars, followed by PrepMeUp and Aslan1113.github.io.
  29. Medical Q&A chatbots72 entriesfirst seen 2025-01-19This cluster comprises AI chatbots that answer medical and health questions, often with retrieval-augmented generation over medical documents and symptom-based guidance. Dated entries are sporadic before 2025, with a denser run through late 2025 and the most dated activity in December 2025. Traction is led by MediBot (2 stars), followed by Liver_AI and Medical-Chatbot (1 star each).
  30. Gym workout log apps72 entriesfirst seen 2018-12-17This cluster comprises mobile apps for logging gym workouts—sets, reps, and weights—and tracking strength progress, personal records, and charts. The dated entry history before the index start shows a sparse, uneven pattern from 2012, with occasional single entries per month until late 2025, when monthly counts rise to 2–5 through mid-2026. The traction leaders—fast-fitnes, Gym Workout Tracker Log - Wise, and FitHub—each have 0 stars, indicating minimal public traction.
  31. Reflective journaling apps72 entriesfirst seen 2018-01-10This cluster comprises journaling apps focused on personal reflection, with some offering AI-powered insights, mood tracking, and guided prompts. The dated entry record shows sparse appearances in the early years, then becomes more frequent from 2023 onward, with a notable concentration of entries in late 2025. Traction leader is life-ledger-deep-review with 6 stars, ahead of developers-upload (1 star) and thought-journal-box (0 stars).
  32. Personal finance tracking apps71 entriesfirst seen 2026-03-09This cluster comprises personal finance apps for tracking income, expenses, and budgets. Dated entries are sparse from 2011 through 2024, with occasional months having a single entry; from 2025 onward, multiple entries appear in several months. The leading project by activity signal is catatz with 33 stars.
  33. Group expense splitting apps71 entriesfirst seen 2025-05-30This cluster consists of web apps for tracking shared group expenses, calculating individual balances, and often proposing who should pay whom to settle debts. The dated history before the index start is thin: only 7 entries spread across May and December 2025, with single entries in September 2025, March 2026, and June 2026, so no clear shape emerges. The traction leaders are splitspend, hesab, and splitsmart_sep5_v2, each with 0 stars on the activity signal.
  34. Product catalog web apps71 entriesfirst seen 2025-03-28This cluster consists of web and mobile applications centered on creating, displaying, and browsing product catalogs, often including search, filtering, cart functionality, and admin panels for managing listings and inventory. Dated entries before the index start are sparse and irregular, with 10 total dated members spread across 2025-03 through 2026-06, showing no clear growth pattern. All three traction leaders (networkhub, elora-smart, binani-catalog) show zero stars, so no meaningful traction advantage emerges.
  35. E-commerce web apps71 entriesfirst seen 2025-02-20This cluster comprises e-commerce web applications focused on browsing and purchasing products online, with standard functionality such as product listing, order placement, and transaction completion. The dated history shows a single entry in 2009-12, then no entries until 2025-01, followed by a series of entries through 2025 and into 2026, peaking at 5 entries in 2025-03 but with no consistent trend. Among members with visible traction signals, eccomerce_react_app leads with 1 star, while flow-store and mjstorefront-new have 0 stars.
  36. Freelance gig marketplaces71 entriesfirst seen 2019-01-11This cluster comprises two-sided freelance and gig-work marketplaces that connect clients with freelancers, service providers, or local workers, with features such as profiles, job posting, bidding, messaging, and payments. The dated entries before the index start are sparse from 2011 through 2019, then appear more regularly from January 2025 to June 2026, with the largest monthly count being six in August 2025. The highest activity signal among members is trampocerto-showcase with 1 star, followed by my and SkillPlug_ each with 0 stars.
  37. Telegram media downloader bots70 entriesfirst seen 2026-08-10This cluster comprises Telegram bots and command-line tools that save and convert videos and audio from social platforms like YouTube, TikTok, Instagram, and others. The dated history is too thin to read a shape from — it predates the index or its members are undated. Traction leaders are Reel-watcher-telegram-Agent (2 stars), TG_VDO_DL_BOT (1 star), and YoutubeDownloaderBot (1 star).
  38. Offline-first task management apps70 entriesfirst seen 2025-08-13This cluster consists of offline-first task and productivity management apps that store data locally, with optional cloud or peer sync, and include features such as to-do lists, priorities, reminders, habits, and personal planning. Member creation dates are sparse from 2016 to early 2026, with a slight concentration in early 2026 (notably 2026-03 and 2026-05). The leading member by activity signal is task-manager-portable (9 stars), followed by rewind (1 star) and agora (0 stars).
  39. Corporate business information websites70 entriesfirst seen 2025-04-24This cluster comprises corporate websites for businesses, typically presenting company information, services, and contact details, with some also listing job openings. The dated history is too thin to read a shape from—only three dated entries exist before the index start, and many members have no source date, so the cluster predates the index or its members are undated. On traction, Na-Threads-Web leads with 1 star, while optimalife and agilize-certificadora trail at 0 stars.
  40. macOS system monitoring apps69 entriesfirst seen 2026-08-18These products are macOS menu bar applications that display real-time system metrics such as CPU, memory, disk, and network usage, with some offering click-through details or historical data. The cluster's dated history is too thin to read a shape from, as no dated entries exist before the index start; it predates the index or its members are undated. ActivityMonitor leads with 35 stars, followed by CalmBar at 13 and launchboard at 6.
  41. School attendance tracking apps69 entriesfirst seen 2025-09-13This cluster is made up of web applications for schools and teachers to record, manage, and report student attendance and absences, often with role-based dashboards for admins, teachers, and students. The pre-index dated history is sparse: a single entry in March 2017, then a gap until May 2025, followed by monthly counts of one to three through July 2026, with the largest month at three entries. Traction leaders by activity signal are Mh, Student-Attendance-management-system, and student-attendance-system, each at 0 stars.
  42. Mobile invoicing apps for freelancers69 entriesfirst seen 2024-04-05This cluster consists of mobile apps for freelancers and small businesses to create invoices, estimates, receipts, and PDFs, with features like payment tracking, customizable templates, and multi-currency support. Dated entries appear from 2013, with occasional launches through 2022 and more frequent entry counts from 2023 onward, culminating in the pre-index period. The traction leaders, based on activity signal, are Invoice Maker・Estimate App, Invoice maker: estimate maker, and Khata Tracker: Ledger Book App.
  43. AI phone receptionist agents69 entriesfirst seen 2024-03-18This cluster comprises AI-powered phone receptionist and voice agent services that automate answering calls, booking appointments, capturing leads, and following up for small businesses and clinics. Dated entries before the index start show sparse activity in 2023 through 2025, followed by a marked increase in early 2026, reaching a peak of 7 entries in April 2026 before tapering slightly to 3 entries in May, June, and July. Among the traction leaders, lingo-agent shows the highest activity signal with 3 stars, while DeskHelp.ai and voice-ai-receptionist-n8n each show 1 star.
  44. Peer-to-peer file transfer apps69 entriesfirst seen 2019-07-02This cluster consists of peer-to-peer file transfer and sharing applications that move files directly between devices over local Wi-Fi, WebRTC, or decentralized networks, often with encryption and without central servers or accounts. The dated entry history before the index start is sparse from 2016 through 2024, then becomes noticeably more frequent in 2025 and early 2026, with the highest monthly counts occurring in April and July 2026. Traction is led by Aero_sync (6 stars), followed by peardrop-mobile (2 stars) and CIpherDrop (0 stars).
  45. Tarot card reading apps69 entriesfirst seen 2017-05-09This cluster comprises 46 products centered on digital tarot and divination readings, spanning web apps, desktop tools, and mobile-style apps that offer card draws, interpretations, AI-generated insights, and occasionally adjacent services like astrology or numerology. The dated history shows sparse early entries (one in 2012-03, one in 2017-05, and two in 2019) followed by a steady stream from 2025-02 onward, with the largest monthly count of 3 in 2026-05. Traction leaders, all at 0 stars, are cosmic-oracle-web, Nebula: Spiritual Guidance, and Tarot Card Reading for Future, indicating minimal observable activity across the cluster.
  46. Student study progress trackers68 entriesfirst seen 2025-06-08This cluster of 54 products helps students plan, schedule, and track study sessions, topics, and academic progress across subjects and exams. The dated history before the index start is too thin to read a shape from — entries are scattered across months from January 2025 to July 2026, with no clear trend. Only 22 dated entries exist in that period, and 9 members have no source date at all. On traction, StudyFlow_Web leads with 1 star, while Atheneum and StudyPace each have 0 stars.
  47. Job interview practice apps68 entriesfirst seen 2025-01-20This cluster consists of web apps that help job seekers prepare for interviews through practice questions, mock interview sessions, and feedback. Entries appeared sporadically from January 2025 through July 2026, with roughly one to two per month and no clear growth pattern. Traction is led by recall-memo with 16 stars, far ahead of the next-highest at 2 stars.
  48. Sleep tracking and optimization apps68 entriesfirst seen 2024-12-17This cluster consists of sleep tracking and optimization apps that monitor sleep duration, quality, stages, and habits, offering scores, recommendations, and coaching. Dated entry history begins in 2015-09, with sporadic entries through 2023-10, then more frequent entries from 2025-04 onward, with the highest single-month count of 7 in 2026-06. Traction leaders, based on activity signal, are DeepSleep: Sleep Cycle Tracker, Yawn: Sleep Tracker, and zeitgeber, each with 0 stars.
  49. Weekly meal planning apps68 entriesfirst seen 2015-06-12This cluster consists of 52 meal-planning applications that generate weekly menus and grocery lists for households, with features spanning budget constraints, dietary preferences, pantry inventory, and recipe libraries. Pre-index dated history shows sporadic entries from June 2015 through early 2025, then a gradually higher monthly cadence starting mid-2025, peaking in May and June 2026. Traction is led by whatsfordinner, followed by MealCraft and Prepflow.
  50. Appointment scheduling apps68 entriesfirst seen 2013-07-19This cluster of 69 products consists of appointment booking and scheduling apps for service professionals, small businesses, and freelancers, commonly covering calendars, client management, reminders, payments, and reporting. The dated entry history shows a thin, sporadic trickle from 2012 through 2025, with monthly counts mostly at one or two; from early 2026 monthly entries rose to three to five, a modest pickup rather than a sharp change. On traction, snagtime leads with 330 stars, while the other two named members show zero activity signal.

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.