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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. Smart home automation apps68 entriesfirst seen 2011-07-15The cluster comprises home automation and smart-home control applications, including dashboards, mobile companions, self-hosted servers, and integrations for various protocols. Dated entries are sparse and scattered across months from 2011 to 2026, with no sustained concentration or growth pattern. The traction leaders are annunciator-grid-card (26 stars), live_dashboard (18 stars), and Helm (9 stars).
  2. Digital magazine subscription apps68 entriesfirst seen 2010-05-26This cluster consists of digital magazine apps and platforms that deliver curated, often subscription-based content across a wide range of topics, from niche hobbies and lifestyle topics to news and culture. The dated history begins in May 2010 and continues through 2025, with monthly entry counts mostly between 1 and 5, indicating a consistent but modest level of new entries across the period. Traction is led by established titles—New York Magazine, The New Yorker, and Harvard Business Review—which show the strongest activity signals.
  3. English learning and speaking practice67 entriesfirst seen 2025-07-27The cluster consists of interactive web and mobile apps for learning and practicing English, with an emphasis on speaking, pronunciation, and conversational drills, often tailored to specific native-language audiences such as Spanish, Hindi, or Vietnamese speakers. Dated entries are sparse before 2025, with single entries in 2013 and 2015, then appear regularly from July 2025 onward, increasing from one or two per month to three in March and July 2026. Traction leaders on activity signal are scrolly-english-speaking and Soft-Skills-Tutor- (each with 2 stars), followed by american-english-quest (0 stars).
  4. AI document processing platforms67 entriesfirst seen 2025-04-25This cluster comprises AI-powered document processing and intelligence tools that automate intake, classification, OCR-based data extraction, and workflow tracking for invoices, reports, and business paperwork. Dated entries appear sporadically from April 2025 through July 2026, with the largest monthly counts in April 2026 (5 entries) and June 2026 (4 entries), though no consistent trend is evident. Traction is led by autoform-tak (2 stars), with docurule-ai and plansight both at 1 star.
  5. Local event discovery apps67 entriesfirst seen 2025-02-13This cluster of 53 products focuses on helping users find local events, activities, and places, often with map views, recommendations, and venue-specific listings. Dated entries before the index start appear sporadically in 2021, then resume from early 2025, with monthly counts fluctuating between 1 and 2, reaching a high of 5 in February 2026 before settling back to 1-2 through July 2026. Traction leaders by activity signal are The Pickers Map, Complices: culture & rencontre, and inner-city, each with a baseline score of zero stars.
  6. Military strategy war games67 entriesfirst seen 2013-01-14This cluster of 24 products centers on military strategy, overwhelmingly featuring World War II settings with real-time or turn-based combat, base building, and multiplayer PvP. Entries appeared steadily from 2009 to 2025, with a notable concentration in 2017 and again in the early 2020s, though the pre-index record is too thin to call a definitive trend. The only product with any traction signal is nocarrier (1 star); all others show 0 stars.
  7. Toddler educational game apps67 entriesfirst seen 2012-02-08This cluster comprises mobile educational game apps targeting toddlers and preschoolers, teaching letters, numbers, shapes, colors, and problem-solving through themed activities, characters, and puzzles. Entries appeared steadily but thinly from April 2011 through May 2026, with no month having more than two dated entries, indicating a consistent but low-volume release pattern. On traction, Edudi: ABC Kids Learning Games, Kids Games! Learning 4 Toddler, and Kids Learning Games: Toddlers lead per the activity signal, all currently showing zero stars.
  8. Workout tracking web apps66 entriesfirst seen 2025-11-25This cluster consists of web applications for logging workouts, tracking exercise progress, and monitoring fitness metrics, often with features like progress charts, personal records, and cross-device syncing. Pre-index entry counts show a steady monthly presence from April 2025 through July 2026, with the highest count of five in February 2026, but no clear trend. The cluster's dated history is sufficient to read a moderate, uneven pattern rather than a sharp rise. The highest activity signals are from VIZOCHRONO-PRO, phoenix-portal, and gymtrack-web.
  9. Admin and operations dashboards66 entriesfirst seen 2025-01-24This cluster comprises 56 admin dashboards that manage users, roles, operations, and domain-specific data across ERP, security, community, and internal business contexts. Dated entries are sparse in 2023 and early 2025, with a first notable batch in May 2025 (4 entries) and continued steady creation through mid-2026. The highest activity signals belong to orchestra-cloud-dashboard, blackdays, and Tudominioweb3ahora, each at 0 stars, indicating minimal traction so far.
  10. Mobile inventory management apps66 entriesfirst seen 2014-03-02This cluster consists of mobile apps for business inventory management, covering stock counts, purchase and selling prices, orders, invoices, customers, and suppliers. The dated history spans from 2011 to mid-2026, with entries appearing sporadically in early years and a more consistent presence from 2017 onward, including several months with multiple entries. Traction leaders are Zip Inventory, Ply Inventory, and Teleport, each with 0 stars on the activity signal.
  11. Meditation and mindfulness apps66 entriesfirst seen 2012-03-19This cluster consists of 74 meditation and mindfulness apps spanning guided sessions, breathwork, live group practice, habit tracking, and niche approaches such as Zen, Rajayoga, and Wim Hof breathing. Dated entries appear steadily from April 2010 through July 2026, with occasional months showing two or three new members, but no dominant pattern of clustering. Traction is led by yixi with 5 stars, while the next two listed members have no star activity.
  12. Digital collectible card games66 entriesfirst seen 2011-06-30This cluster comprises digital adaptations of trading, collectible, and deck-building card games, spanning solo AI play, online PvP, and licensed themes such as Yu-Gi-Oh!, MARVEL, and Mortal Kombat. Entries appear steadily from 2009-11 through 2026-06, with no pronounced concentration in any single period. Traction leaders by activity signal are MARVEL SNAP - Hero Card Game, Yu-Gi-Oh! Duel Links, and give-garden.
  13. Travel booking and itinerary apps66 entriesfirst seen 2010-11-12This cluster comprises mobile and web applications for searching, comparing, and booking travel services such as flights, hotels, car rentals, tours, and activities, often with itinerary management, price alerts, or payment options. Entries appear sporadically from April 2009 through March 2026, typically one per month in most years, with occasional months having two entries—a long but thin timeline. Traction leaders among dated members are simplesmentevoo, Kiwi.com: Book Cheap Flights, and Booking Advisors, each with 0 stars.
  14. Service business websites65 entriesfirst seen 2026-05-23This cluster consists of websites that present a business's services, brand, and contact information to prospective customers, often for local or software companies. Entries appeared in six different months between April 2025 and May 2026, with counts ranging from 1 to 2 per month and no consistent growth trend. The top three accounts by activity signal (cahayabahari89, Oasis, metaalrecycling) each have zero stars, indicating minimal traction.
  15. Charitable giving platforms65 entriesfirst seen 2025-10-27This cluster consists of web platforms that connect donors and volunteers with charitable causes to facilitate fundraising and donations. Dated entries appear sporadically from February 2025 through June 2026, with no clear trend. Traction leaders are charityBox, peoplefunds, and aldea-padre-alfredo, all showing zero stars, indicating minimal user engagement.
  16. AI tool discovery directories65 entriesfirst seen 2025-01-27This cluster consists of web directories and catalogs that help users discover, categorize, and compare AI tools, agents, and resources across various niches such as marketing, coding, and language learning. Entries from early 2025 through mid-2026 appeared at a steady pace of one to four per month, showing no strong trend, with the earliest dated entry in January 2025. The traction leaders are ai-coding-welfare (546 stars), ai-tools-radar (112 stars), and LinkMap (39 stars).
  17. Podcast player apps65 entriesfirst seen 2011-01-26This cluster comprises podcast player applications that support subscription management, offline downloads, discovery, playback controls, and often cross-device sync. Entries appear in most months from 2011 to mid-2026, with counts typically between one and three per month, showing a steady, low-volume stream without any dominant period of concentration. The top traction signals are GetPodcast, FluidCast, and Pocket Casts, each with 0 stars in activity signal.
  18. Restaurant discovery and food locator apps64 entriesfirst seen 2026-03-25This cluster consists of 48 products focused on restaurant and food discovery, including map-based browsing, swiping interfaces, random selection wheels, and preference matching by cuisine or dietary needs. The dated entries from 2025-01 to 2026-07 show a thin, steady trickle of roughly one to three launches per month, with a slight uptick in late 2025 and mid-2026, but the majority of members have no source date. On traction, eatwhere-front leads with 1 star, while foodie and Restomatch-new each have 0 stars.
  19. Community hub and membership platforms64 entriesfirst seen 2025-06-09These web-based platforms create community hubs for members to connect, share updates, resources, and manage membership across niche and general groups. Dated entries before the index began show a sparse start in early 2025, a rise to a high of 4 in August 2025, then a steady 2-3 per month through November, followed by a quiet period until mid-2026; however, 11 members have no source date, so this shape is incomplete. Among members with traction signals, community-platform- leads with 2 stars, while synagogue-community and dj have 0 stars.
  20. PDF signing and e-signature apps64 entriesfirst seen 2024-10-06This cluster consists of mobile, web, and desktop apps focused on signing, filling, annotating, and sharing PDF documents, often with reusable signatures, stamps, and scanning capabilities. Dated entries begin in 2011-10 and remain sparse (one per year or less) through 2023, then become more frequent from 2024-09 onward, with the highest monthly counts in 2025-07, 2025-08, and 2026-02. The traction leaders, all with 0 stars, are SignOB: Fill & Signature PDF, Expert Sign: eSign PDF Docs, and Signer: Electronic Signature.
  21. Lightweight plain-text editors64 entriesfirst seen 2019-03-27This cluster comprises lightweight text editors for plain text and code, spanning desktop, web, terminal, and mobile environments, with a strong emphasis on minimalism, speed, and simplicity. Dated entries stretch from 2005 to 2026, appearing in a steady, low-cadence pattern across most years, with no single period showing a marked concentration. Traction is minimal: the top activity signals (janus, solomd-bin, blank-editor-313c0b78) all report 0 stars, indicating no notable user adoption among the observed members.
  22. Fleet tracking and management apps64 entriesfirst seen 2019-03-19This cluster comprises fleet management applications that help businesses track vehicles, drivers, routes, maintenance, and telematics. Dated entries show sparse, sporadic launches from 2014 through early 2022, followed by a multi-year gap, then a more consistent monthly presence from mid-2025 onward, with the highest monthly count of three in February 2026. Traction is led by Shervice-2.0, SD_LOGISTIC, and KPMscirpt, each with two stars.
  23. Tower defense games64 entriesfirst seen 2012-02-23This cluster comprises 47 tower-defense games spanning casual mobile titles, tactical artillery sims, and themed variants (e.g., plants, monkeys, viruses). The dated history runs from 2009-02 to 2026-07 with a sporadic, low-frequency pattern of single entries per month, showing no dominant release period. Traction leaders, each with 0 stars, are Dima Defense ⚔️, Tower War - Tactical Conquest, and Iron-Nest-Community-Edition-2026.
  24. Flashcard study apps64 entriesfirst seen 2009-09-01This cluster comprises 56 flashcard applications for creating, managing, and reviewing study cards across diverse subjects, exam prep, and general memorization. Entries are dated from 2009-09 through 2026-07, appearing in a sparse, low-volume pattern with no strong acceleration, typically one to three per month, indicating steady but modest release activity. Traction leaders are tamyzak-v2-, studcards, and NAADAC NCAC 1 Flashcards 2026, each with 0 stars, so no member shows meaningful adoption.
  25. Self-hosted Git hosting platforms63 entriesfirst seen 2026-06-22This cluster consists of self-hosted Git hosting platforms that offer web interfaces for repository management, with some extending into CI/CD, deployment, and team features. The dated history is too thin to read a shape from, as only a few dated entries exist before the index start—it predates the index or its members are undated. Traction leaders are durable-git and dgit, both at 238 stars, followed by oSStack-Deploy at 9 stars.
  26. Local-first AI personal assistants63 entriesfirst seen 2026-06-07These are local-first AI assistants that operate on the user's machine, covering chat, memory, planning, and task automation. The cluster's dated history is too thin to read a shape from, with only four dated entries before the index start. Traction leaders are WhiteNight (118 stars), touxian (46 stars), and clawdget (11 stars).
  27. Self-hosted server monitoring dashboards63 entriesfirst seen 2025-10-28These 11 products are self-hosted dashboards for monitoring servers, Docker containers, services, and infrastructure metrics, often with status/outage tracking, notifications, and live views. The dated pre-index history spans from a single 2016-07 entry through isolated entries in 2022 and 2024, then three entries in 2025 and six entries between March and July 2026, so most dated activity is recent relative to the index start. Traction is led by oci-core (105 stars), followed by lantern (34 stars) and otelview (3 stars).
  28. News portals and aggregators63 entriesfirst seen 2025-08-11This cluster comprises 59 similar products centered on news delivery, including general news portals, aggregators, niche publications for specific geographies, languages, or topics, and content management systems for publishing or archiving articles. The 8 dated entries before the index began are scattered irregularly across early 2025 and spring 2026, showing a thin pattern with no sustained trend. News-media-portal leads on traction with 2 activity stars, followed by vibrant-news-vite and central-asia-news each with 1 star.
  29. Beauty salon booking platforms63 entriesfirst seen 2025-06-13This cluster of 47 products covers web and mobile applications for booking salon and spa appointments, with features like customer scheduling, staff calendars, payments, reminders, admin dashboards, and some AI or WhatsApp integrations. Dated entries are sparse early on (2010, 2017, 2020, 2021), with most dated activity occurring in 2025 and early 2026. The top products by activity signal are agendik, savi-beauty-studio, and saloon-booking-application, all with very low star counts.
  30. Insurance comparison and purchasing platforms63 entriesfirst seen 2025-04-22This cluster comprises web and mobile platforms that let consumers and businesses compare, quote, purchase, and sometimes manage insurance policies across auto, health, home, life, travel, and other lines. Entries before the index start form a thin, irregular monthly trickle of one or two products from April 2025 through March 2026. The traction leaders (Health-Insurance, strahovki-live, securelife) all show zero stars, so no product leads on activity.
  31. Studio portfolio and service websites63 entriesfirst seen 2025-03-27This cluster comprises websites for creative, design, architecture, and other studios, typically showcasing services, portfolios, and contact or booking options. The dated entries before the index start are sparse and irregular, with no clear trend, indicating early or niche activity. The traction leaders are upoma-luxury-consultancy, HIBRID360, and mimar_website, though all show minimal activity.
  32. Appointment scheduling and booking apps63 entriesfirst seen 2025-02-06This cluster comprises appointment scheduling and booking applications that let users view availability, book slots, manage calendars, and sync with external services. The dated members span from February 2015 to July 2026, with entries appearing steadily at one or two per month and no pronounced trend. The project 'punctual' leads on traction with 66 stars, while other named projects show no activity signal.
  33. AI recipe generators from ingredients63 entriesfirst seen 2025-01-25This cluster spans 53 AI-powered recipe tools that generate meal ideas from available ingredients, photos, dietary preferences, or voice input. Dated entries are sparse before 2025, then rise gradually through 2026, with a single 2016 entry and 2023 entry, indicating recent momentum. The traction leader is 'what-to-eat' with 3,489 stars, far ahead of 'jugaadchef' at 17 stars.
  34. Self-custody crypto wallets63 entriesfirst seen 2015-01-29This cluster consists of self-custody cryptocurrency wallets, many multi-chain, offering features like staking, swapping, NFT management, and tokenized assets. Entry dates are sparse from 2015 to 2020 (roughly one per year), then become more frequent from 2021 onward, with occasional months having two or three entries, and the highest pre-index counts in mid-2026. Traction leaders by activity signal are DeGate Wallet, Wallet Verse, and Trust, though all show zero stars.
  35. AI trading signal apps63 entriesfirst seen 2010-08-19This cluster consists of AI-driven trading and investment tools that analyze market data to generate buy/sell signals, price projections, and research insights across stocks, crypto, forex, and options. The dated history shows a few early entries in late 2022, then a steady presence from April 2025 onward, with occasional months having three new entries. Traction is led by dsh_kline with 26 stars, followed by StockSense-AI with 15 stars.
  36. AI art generation web apps62 entriesfirst seen 2026-08-11This cluster consists of web applications that generate artwork, images, or graphics from user text prompts, covering niches like anime, Pokémon-style characters, coloring pages, graffiti, and crochet clipart. The dated history before the index is thin: six entries across six separate months, with one or two per month, showing no clear trend. The traction leaders listed in order are Riwit-WordCanvas-AI-Text-to-Image-Generator, followed by paintbot-hub and what-if.
  37. Self-hosted crypto trading bots62 entriesfirst seen 2026-01-24This cluster consists of automated cryptocurrency trading bots, typically self-hosted, that execute rule-based or quantitative strategies on exchanges, often including features like backtesting, Telegram alerts, and web dashboards. The dated history is too thin to read a shape from — it predates the index or its members are undated, with only 3 dated entries before the index start. Traction leaders are jev-trader (1372 stars), ai-robinhood-chain (134 stars), and polymarket-crypto-5m-15min-trading-bot (120 stars).
  38. Travel agency websites62 entriesfirst seen 2025-10-29This cluster comprises 57 similar products, all travel agency or tour operator websites, typically showcasing tour packages, destinations, and booking options, often with admin panels for content management. Pre-index entry counts are thin but present: single entries in April 2025, October 2025, November 2025, and February through May 2026. Traction leaders, based on activity signal, are voyage-dream-hub, AirplaneMood, and matheustur, though each has 0 stars.
  39. Trivia and quiz games62 entriesfirst seen 2025-06-13This cluster comprises trivia and quiz games spanning general knowledge, pop culture, niche topics, and themed formats, with varied mechanics such as timed questions, power-ups, and multiplayer modes. Dated entries from 2010 to 2026 appear sporadically, with monthly counts ranging from 1 to 3 and no clear trend of growth or decline. Traction is flat: the activity leaders (Linux-Trivia, Flashback Trivia, rohanak_buildweek) each hold 0 stars.
  40. Gym workout tracking apps62 entriesfirst seen 2025-04-06This cluster consists of mobile apps for logging gym workouts, tracking sets and reps, and monitoring fitness progress, with some also recording personal measurements. Dated entries appear from 2013 onward, showing a low but steady presence through 2024, then a higher concentration of monthly entries in late 2025 and early 2026. Gym-Tracker-App leads on traction with 6 stars, while other members have 0 stars.
  41. Music streaming web apps62 entriesfirst seen 2025-02-13This cluster comprises web-based music streaming applications focused on searching, playing, and managing songs and playlists. Dated entries appear steadily from 2016-12 through 2026-07, mostly with one entry per month and occasional two-entry months, reflecting consistent but modest creation activity. The most active member is music_player_app with 19 stars, followed by fnos_music_ext (2 stars) and yetaimusicall (1 star).
  42. Desktop time tracking and monitoring apps62 entriesfirst seen 2018-01-29This cluster consists of desktop-focused time-tracking and employee monitoring applications that log work hours, activity, and sometimes screenshots, with reporting and integrations. The dated history stretches from 2016 to 2026, with entries spread across most years and no pronounced concentration, indicating a slow but steady stream of similar products. The top traction signals are jira_mass_logger, MikuTic, and vura, each with 0 stars, making them the most active in this set.
  43. Screen capture utilities62 entriesfirst seen 2012-09-24This cluster contains 56 similar products that capture screen images, regions, or recordings, often tailored to specific display servers (X11, Wayland, Linux framebuffer) or operating systems, with a range of extras such as editing, uploading, or watermarking. Entries appear across the dated history from March 2011 through June 2026 at a steady one-to-two-per-month rate, with a slight concentration in 2025 and early 2026. The leading product by traction signal is ShareL (5 stars), followed by winshotx (2 stars) and screenshot-exactly-now-75 (1 star).
  44. Cooking time-management games62 entriesfirst seen 2010-10-14This cluster comprises fast-paced cooking and restaurant management games where players prepare dishes, serve customers, and upgrade kitchens under time pressure. Entries predating the index appear steadily from 2013-11 to 2026-02, with a pause between 2020-05 and 2023-06. Traction leaders are Cooking Crush Cooking Games, Cooking Madness-Kitchen Frenzy, and jogo-panelas, each at 0 stars, indicating a tie with no dominant product.
  45. Shift and work time tracking apps62 entriesfirst seen 2009-11-09This cluster of 48 products comprises mobile and web applications for hourly workers, shift employees, freelancers, and transport companies to record work hours, calculate pay with overtime and deductions, and export timesheets. Dated entries span from 2009-11 to 2026-06, with most months having a single new product and occasional months (like 2025-08 and 2026-02) having two; no months since the index started are counted in this timeline. The strongest traction signal is Shiftly at 3 stars, followed by fieldsoli at 1 star, with Work Time Tracker and Track Hours at 0 stars.
  46. 3D model viewers62 entriesfirst seen unknownThis cluster comprises web, desktop, and terminal tools for viewing, inspecting, and interacting with 3D models across diverse formats (GLB, glTF, USDZ, CAD, point clouds) and use cases (architecture, education, product showcases, geospatial exploration). Dated entries before the index start appear sporadically, with single or paired months from 2016-01 to 2026-07, showing no clear upward or periodic trend. Traction is led by "empire" with 147 stars, far ahead of "mac-cad-preview" (7 stars) and "platonic-solids" (1 star).
  47. macOS clipboard managers61 entriesfirst seen 2026-08-13This cluster consists of native macOS clipboard history apps that live in the menu bar, store copied text, images, and sometimes files locally, and offer searchable history with keyboard-shortcut paste. The dated history is too thin to read a shape from — only 2 dated entries exist before the index start, so the cluster's timeline predates the index or its members are undated. On traction, vibebar leads with 37 stars, followed by Moxia with 18 and stowpaste with 9.
  48. ROI calculation web apps61 entriesfirst seen 2026-06-20The cluster consists of web apps that calculate return on investment for a wide range of contexts, from cleaning services and logistics to HR software and EV charging stations. These tools help users quantify financial gains from specific investments or business decisions, typically by entering metrics and receiving projected returns. The cluster's dated history is too thin to read a shape from, as only 2 dated entries exist before the index start, with the rest undated. Traction across members is minimal, with the highest activity signals being Painel-de-Melhorias, Q-sip-cal, and roi-calculator, all showing 0 stars.
  49. Citizen government service portals61 entriesfirst seen 2025-04-24This cluster consists of web portals and apps that give citizens access to government services, information, and scheme discovery. Dated entries are sparse before 2025, with a single entry in January 2020, then activity resumes in February 2025 with sporadic entries through December 2025, peaking in April, August, and September. Among traction leaders, scheme-setu holds the highest star count (1), while GovConnect and schemesathi have 0 stars.
  50. Restaurant operations management apps61 entriesfirst seen 2025-01-30This cluster comprises web and mobile applications for restaurant or food-service operations, covering inventory tracking, order management, reservations, menus, and reporting. The dated history shows sparse entries in2017 and2019, then a more consistent stream starting in early2025, with multiple entries in several months and a peak of three in June2026. The highest-activity members are Stocko, Zip Inventory, and MCVariedades, each with 0 stars, indicating limited traction.

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.