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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 personal coaching apps36 entriesfirst seen 2025-03-08The cluster comprises AI-driven applications for personal coaching, goal setting, motivation, and habit building, spanning topics like wellness, finance, athletics, and career. The dated entries show a modest, steady presence from October 2024 through June 2026, with occasional months of two or three entries and no dramatic changes. Traction leaders are wingman-bible and accountability-ai, each with one star, followed by Sproutjar with zero stars.
  2. Student study resource sharing platforms36 entriesfirst seen 2025-03-02This cluster of 26 products centers on platforms for students to upload, organize, and share academic notes, study materials, and resources, often with features like study groups, AI summaries, or scheduled collaboration. Dated entries appear monthly from January 2025 through July 2026, but the pace is sparse and irregular—only one month (September 2025) shows as many as two entries—so no clear growth shape emerges. TriviaMore leads on traction with 5 stars, far ahead of the other dated members.
  3. CRM web applications36 entriesfirst seen 2025-02-24This cluster comprises customer relationship management (CRM) applications, generally web-based, that manage contacts, leads, and sales pipelines. The dated history has sparse entries from 2015 through early 2026, with a concentration in June and July 2026. Traction is led by khirby, which has the highest activity signal at 3 stars, followed by Wildflower-CRM with 1 star.
  4. Real-time chat apps36 entriesfirst seen 2025-02-07This cluster comprises 41 real-time chat applications, ranging from simple messengers to WhatsApp-style clones, with features like media sharing, presence, and group channels. Entries appeared intermittently across several months from late 2023 to mid-2026, with no clear growth pattern, and many members lack source dates. Traction is low overall; the leading project, WEPCHAT-flutter, has 3 stars, followed by flutter-firebase-chat with 2 and web-chat with 1.
  5. collaborative note-taking platforms36 entriesfirst seen 2025-01-23This cluster consists of 26 products focused on collaborative note-taking, real-time sync, and cross-device access, ranging from simple note boards to more elaborate platforms with visual scripting and shared workspaces. The dated entry history before the index is sporadic, with small groupings in early 2025 and late 2025 and a trickle of entries elsewhere, showing no clear growth pattern. On traction, CollabNote-Fullstack-App leads with 27 stars, while most other members have minimal or no activity.
  6. AI character roleplay chat apps36 entriesfirst seen 2024-10-13This cluster consists of AI character chat apps focused on roleplay and interactive storytelling with fictional characters. Entry dates span from March 2023 to July 2026, with sporadic early appearances and a rise to 2–4 new members per month by mid-2026. ArkTavernSolo leads on traction with 3 activity stars, while other dated members show none.
  7. Self-hosted encrypted messengers36 entriesfirst seen 2023-07-09This cluster consists of self-hosted, end-to-end encrypted messaging and chat applications that emphasize privacy, data sovereignty, and federated or relay-based architectures. Entries appear intermittently from December 2021 through May 2026, with the largest monthly count being two in May 2026. The top traction signals (Haven, arveil, xsukax-NTFY-Encrypted-Chat) all show zero stars, indicating minimal public engagement.
  8. Android VPN proxy clients36 entriesfirst seen 2022-07-12This cluster comprises Android apps that route traffic through encrypted tunnels and proxy servers, supporting multiple protocols, per-app rules, and subscription imports. The dated entry history before the index start shows sporadic entries in late 2021 and 2022, a pause until early 2025, then a more consistent stream with occasional months having two new products. Among these, nexaproxy leads on traction with two stars, ahead of tunvpn with one star and Exclave with zero.
  9. Personal debt tracking apps36 entriesfirst seen 2021-06-07This cluster covers personal debt and loan tracking apps, including repayment planning, reminders, and tracking of lent items, with features like offline storage and photo capture. Their dated entries show an early sparse count of five from 2012 to 2021, followed by a denser group of nine from March 2025 to May 2026. financeproject leads in activity signal with 1 star, while kasbon and finance_ledger follow with 0 stars.
  10. Social media rating apps36 entriesfirst seen 2021-02-11This cluster covers apps for rating, reviewing, and ranking movies, TV, books, and other media, often with social sharing, list-making, and progress tracking. The dated history shows an early isolated entry in mid-2015, then a long gap until late 2022, after which entries appear regularly through 2026, with multiple dated months in 2026. Traction is led by tv-shows-chart, Sequel • Media Tracker, and titirek, each with zero stars on the source.
  11. Offline local music player apps36 entriesfirst seen 2021-01-29This cluster comprises mobile apps that play and organize locally stored music files offline, with features like playlists, artist/album browsing, metadata tagging, and customizable themes. Entries span from March 2016 to March 2026, appearing sporadically with occasional months having two releases and a slight concentration in late 2024. Traction leaders, based on activity signal, are Set-Builder, Chocola, and MusicSearch, though all show zero stars.
  12. Chronic illness symptom trackers36 entriesfirst seen 2019-06-16This cluster is made up of mobile and web apps that help patients log symptoms, medications, and health history, with many producing shareable reports for doctors. Dated entries appear sporadically from 2018 through 2026, with a higher concentration in 2025–2026. The traction leaders are pghealthcheck, Medication Reminder: RecapMed, and Bladder Journal: Diary Tracker, each with 0 stars.
  13. Mood tracking apps36 entriesfirst seen 2019-01-29These are mobile apps for logging daily emotions, checking in on mood, and visualizing patterns through calendars and statistical insights. Dated entries before the index start are sparse from 2017 to 2022, then become more frequent from mid-2025 onward, with notable concentrations in June 2025 and June 2026. The traction leaders by activity signal are Coswell, My Bad Day, and TrackYak, all currently showing zero stars.
  14. Personal finance tracker apps36 entriesfirst seen 2019-01-18This cluster consists of personal finance applications that track income and expenses, organize transactions, set category budgets, and help users meet savings and debt-payoff goals. Dated entries appear sparsely from March 2011 through July 2026, with at most one per month, showing a long, steady trickle of launches rather than any concentrated period. Traction leaders, each currently at 0 stars, are Oportun: Savings & Loans, Money: Budget, Expense Tracker, and Grecify: Expense Tracker.
  15. Desktop game launchers36 entriesfirst seen 2018-11-27This cluster consists of desktop applications that manage the download, installation, updating, configuration, and launching of specific games or game clients, often for multiplayer, open-source, or emulated titles. The entry timeline before the index start spans from 2010-11 to 2026-07, with mostly single entries per month and occasional months containing two or three entries, such as 2025-07 and 2026-05. The traction leaders, all showing zero stars, are ezQuake, pandora-sync, and keeperfx-tux-launcher, indicating minimal public visibility.
  16. Diabetes management and glucose tracking apps36 entriesfirst seen 2015-10-16This cluster consists of mobile and web apps for diabetes management, covering glucose tracking, insulin dosing, meal logging, and patient education. Dated entries appear sporadically starting in 2015, with a higher frequency of entries from late 2025 through early 2026. ControL-D leads on traction with 1 star.
  17. Retail warehouse inventory management36 entriesfirst seen 2015-09-29This cluster consists of inventory management apps for retail and warehouse businesses, covering stock tracking, barcode scanning, order management, sales analytics, and invoicing. The dated history before the index start shows sporadic entries from 2012 through 2026, with occasional months having two entries, but no clear trend. The traction leaders, each with zero stars, are MatchStock, Acadia Warehouse Manager, and Inveta Inventory Management.
  18. Car racing games36 entriesfirst seen 2014-10-15This cluster of 39 racing games covers arcade, karting, drift, combat, and multiplayer-centric formats, all centered on cars. The dated history spans 2011 to 2026, with entries appearing in most months and occasional small clusters (e.g., three in 2019-08, two in 2023-03), though the overall pattern is a steady but sparse trickle. Traction leaders are Hot Slide, Drive Ahead! Fun Car Battles, and SK26: Street Kart Racing Game, each showing zero stars as the top activity signal.
  19. DIY graphic design and branding apps36 entriesfirst seen 2013-09-15This cluster covers mobile and desktop applications for DIY graphic design, logo creation, and marketing materials, emphasizing template-based workflows and ease of use for non-designers and small businesses. Entries appeared steadily from September 2013 to August 2025, with at most two per month, indicating a consistent trickle of new products. Traction leaders based on activity signal are Graphic Design & Logo Creator, Tenada: Graphic Design Editor, and 3D Text-AI Word Art Font Maker, though all show zero stars.
  20. Smart grocery list apps36 entriesfirst seen 2012-07-21This cluster comprises grocery and shopping list apps that emphasize sharing, automatic categorization, meal planning, and budget tracking. Their dated history runs from mid-2012 to mid-2026, with entries appearing one or two per month across the span, showing no concentrated period. The traction leaders are Grocery List: Groovry, Listek: Grocery List, and Wayfull, each with a minimal activity signal.
  21. Food and grocery delivery apps36 entriesfirst seen 2009-09-10This cluster comprises apps for ordering food, groceries, and other local items with real-time tracking. Early entries date from 2009, with notable concentrations in 2011 and 2015-2016, and sporadic additions into 2026. Zaika leads on traction with 4 stars, while Fantuan Delivery and Yandex Eats follow with 0 stars.
  22. Fitness personal training apps35 entriesfirst seen 2026-09-09This cluster comprises web apps focused on personal training, including workout plans, trainer booking, and membership management. The pre-index dated entries show a single 2018-08 entry, then a gap, followed by a concentration from 2025-12 through 2026-06 with several entries. Traction leaders all have zero stars, indicating minimal observable activity.
  23. Student study planning apps35 entriesfirst seen 2026-09-07This cluster comprises mobile apps that help students plan study sessions, manage academic tasks and deadlines, and track progress through calendars, reminders, and study plans. Dated entries before the index start appear as single records at irregular intervals from August 2019 to March 2026, with no consistent cadence. Among the dated members, focusflow leads on activity signal with 3 stars, while studer and Student-HUB have none.
  24. Service provider marketplaces35 entriesfirst seen 2026-09-05This cluster comprises online marketplaces that connect customers with independent or local service providers, typically featuring provider profiles, reviews, and booking or service requests. Dated entries before the index start appear sporadically from August 2025 to July 2026, roughly one every few months, indicating a thin, low-frequency timeline rather than any clear surge. Among these dated members, SahakarGig leads on traction with 1 star, while X-Y-project and refripronovo have 0 stars.
  25. Handmade accessory storefronts35 entriesfirst seen 2026-08-19This cluster consists of online storefronts that sell handmade accessories and craft items. The dated entries before the index start appear sporadically from July 2025 through July 2026, with a gap between November 2025 and July 2026. MERN-Etsy-Project leads on activity signal with 1 star, while JyCreations and handmade-portfolio have 0 stars.
  26. AI research report agents35 entriesfirst seen 2026-08-14This cluster consists of web apps that coordinate multiple AI agents to research a user's question, verify sources, and produce cited, publication-ready reports. Their dated history before the index start is too thin to read a shape from—only three entries exist, so the cluster predates the index or its members are undated. Traction leaders are manuview with 3 stars, followed by ResearchPilot and RBL_tool with 1 star each.
  27. Mobile e-commerce shopping apps35 entriesfirst seen 2026-08-13This cluster comprises 26 mobile e-commerce shopping apps enabling product browsing, cart management, checkout, and often admin panels or payment integrations. Dated entries before the index start span from 2017-03 to 2026-05, with a long gap after the first entry until 2025, then entries through 2026-05. Traction leaders by activity signal are crn-cars, Sellvia: Manage Your Business, and ecom-geogasvu, each at 0 stars.
  28. Telegram task and reminder bots35 entriesfirst seen 2026-08-13This cluster comprises Telegram bots that handle task planning, schedule management, and reminder notifications, often for personal productivity or small group workflows such as chama savings, duty rosters, or word games. The dated history is too thin to read a shape from — only three dated entries exist before the index start, so it predates the index or members are undated. Traction leaders are minimal, with Echo_Game_Bot, reminder-telegram-bot, and moodle-tracker each showing zero stars, indicating no strong adoption signal yet.
  29. macOS Windows-style remapping tools35 entriesfirst seen 2026-08-13This cluster consists of macOS menu-bar utilities that remap keyboard shortcuts, mouse buttons, scrolling, and occasionally window management to mimic the Windows experience for Mac users. The cluster's dated history is too thin to read a shape from — it predates the index or its members are undated. Among tracked members, WinMice holds the highest activity signal with 116 stars, followed by FingerChord.app at 7 and wandful at 3.
  30. Mac AI coding agent monitors35 entriesfirst seen 2026-04-29This cluster comprises Mac utilities that monitor AI coding agents, displaying their status, file changes, and input requests to developers. The dated history is too thin to read a shape from—only two predated entries exist, so the cluster predates the index or its members are undated. Traction is led by factorylog (56 stars), followed by Taskhub-for-StickS3 (28 stars) and grux (25 stars).
  31. AI teacher content generators35 entriesfirst seen 2026-04-25This cluster consists of AI-powered tools for teachers that generate lesson plans, quizzes, worksheets, and assessments, often with standards or curriculum alignment (e.g., Brazil, Malaysia). The dated history is thin: a single entry in 2016-12, a gap until 2024-03, and then a few entries in mid-2025 and early 2026. Traction leaders are CikguBoleh, mtas, and Arete, each with 0 stars, indicating low activity signals.
  32. Game aggregation portals35 entriesfirst seen 2026-04-11This cluster consists of websites that aggregate and present collections of games, often playable directly in the browser, for casual entertainment. The dated entry history is thin and disjointed, with a few entries in May and July 2025, a gap, then a couple in April and May 2026. Traction leaders are mini-game-land, shuzidiantang, and games-portal, though all show zero stars, indicating limited engagement.
  33. YouTube transcript and clipping tools35 entriesfirst seen 2026-03-06This cluster comprises tools that extract, transcribe, summarize, and clip content from YouTube videos, often producing transcripts, notes, or vertical short clips. Dated entries before the index start are sparse, with single entries in 2015, 2022, 2024, and two in 2025, followed by a small concentration of three entries in March 2026 and one each in April and July 2026. Youtube-to-Doc leads on traction with 219 stars, far ahead of other members.
  34. WhatsApp AI business platforms35 entriesfirst seen 2026-03-05These multi-tenant SaaS products use AI to automate WhatsApp conversations—customer service, scheduling, lead handling, and internal operations—for small businesses and agencies. Dated entries are sparse in late 2024 and January 2026, then concentrate in March 2026 (5 products), followed by 2, 2, 4, and 1 in the next four months, an irregular pattern. Traction is led by openlivery (39 stars), well ahead of deskops-ai (2) and agenda-ai (1).
  35. Self-Hosted AI Workspaces35 entriesfirst seen 2026-02-23The cluster is a set of 34 self-hosted AI workspace products that combine chat, notes, task management, project spaces, and autonomous agents while preserving local data control. Dated pre-launch entries are sparse, with a single product in early 2024, a few in 2025, and a gradual, irregular presence in early 2026, reaching four entries in March 2026 before the index began. Traction leaders are subpool (70 stars), followed by menagerai (11 stars) and cybara (18 stars) based on activity signals.
  36. Real estate analytics dashboards35 entriesfirst seen 2025-12-11This cluster comprises 26 dashboard-style tools for real estate analytics, covering market data, property listings, investment scoring, and portfolio management. The pre-index dated history begins with a single entry in January 2025, a concentration of three entries in November 2025 and two in December 2025, then single entries in February, March, and April 2026. Traction is led by AuditX, the only member with star activity, while the next leaders have zero stars.
  37. Work-hour tracking and logging apps35 entriesfirst seen 2025-10-27This cluster focuses on work-hour logging and time-tracking apps, covering clock-in/out, project hours, offline sync, and reporting. The timeline of dated entries before the index start is sparse initially (1 entry in2010,2018,and2020, then gains frequency in2025-2026 with two entries in several months. The traction leader is ponto_na_certi with3stars.
  38. School information portals35 entriesfirst seen 2025-09-30This cluster comprises school websites and portals that deliver announcements, resources, events, and academic information to students, parents, and staff. The dated history is too thin to read a shape from—only three dated entries exist before the index start, so the cluster predates the index or its members are undated. Al_Hadi_School leads on traction with 4 activity stars; csa and SMKN-24-Web follow with 0 stars.
  39. business operations management platforms35 entriesfirst seen 2025-09-22This cluster comprises cloud and management platforms that help businesses organize daily operations, track workflows, and streamline internal processes. Their dated history is sparse: an early entry appears in 2013-07, a single entry in2022-04, and a run of six entries from2025-05 through2026-05 suggests rising but irregular interest, although no strong trajectory is evident given the thin record. archviz-asset-hub leads on traction with17 stars, followed by AI-IT-Help (2 stars); Reallliza has0.
  40. AI resume analysis and job matching apps35 entriesfirst seen 2025-08-24This cluster comprises AI-powered web apps that parse and analyze resumes, score candidates, suggest improvements, and match job openings, often with interview preparation or career guidance. Pre-index entries appeared irregularly from May 2025 through July 2026, with the highest single month being March 2026 (4 entries), but no clear trend emerges. On traction, encAIxa leads with 8 stars, followed by Resume-Analysis with 6 stars, while ai-resume-analyzer has 0 stars.
  41. Imposter social deduction party games35 entriesfirst seen 2025-08-11This cluster comprises social deduction party games in which players identify a hidden impostor, often using secret words, bluffing, and voting. Dated entries before the index start are sparse: two appeared in Aug 2025, three in Jan 2026, one in Feb 2026, and four in Apr 2026, showing an intermittent pattern with a modest concentration in early 2026. Traction is led by Imposter (1 star), followed by Imposter-game and MPASTA! Imposter Game for Kids (0 stars each).
  42. Freight and logistics management platforms35 entriesfirst seen 2025-07-03This cluster comprises 23 web platforms focused on freight forwarding, shipment tracking, cargo coordination, fleet management, and related logistics operations. Dated entries before the index start appear intermittently across nine months from February 2025 to June 2026, showing no clear directional trend. Traction leaders are all tied at zero activity stars, with Muevalpp-admin, appload, and haryor-mih2 listed as the highest signal.
  43. General AI chat assistants35 entriesfirst seen 2025-06-16This cluster consists of conversational AI assistants that answer questions and help users complete everyday tasks through chat interfaces. The dated entry history spans from February 2023 to July 2026, with entries appearing sporadically and a concentration in 2025 (multiple months, including two in September). Among the members with traction signals, Agent, personal-ai, and luna-your-digital-assistant lead, though all show zero stars.
  44. Recipe and meal planning apps35 entriesfirst seen 2025-06-07The cluster consists of web and mobile apps for recipe discovery and weekly meal planning, often with grocery lists and ingredient-based suggestions. Entry dates before the index start are sparse from 2017 to mid-2025, then concentrate in late 2025 and mid-2026, with two entries in both 2025-10 and 2026-07. Traction leaders are three apps tied at 0 stars, indicating no significant engagement signal yet.
  45. Clinic management SaaS platforms35 entriesfirst seen 2025-05-27This cluster consists of multi-tenant SaaS platforms for managing clinic operations—appointments, patient records, billing, and in some cases video consultations—with a notable subset focused on dental practices. Dated entries appear sporadically from April 2025 through July 2026, with the highest monthly count of 5 in June 2026; 3 members have no source date. Traction leaders, all with 0 stars, are Repyo, elo-odonto, and Dental-SaaS-Web-Application-with-Angular, indicating early-stage activity.
  46. Music player applications35 entriesfirst seen 2025-04-29This cluster includes music player applications for web, mobile, desktop, and handheld devices, with features ranging from basic playback to folder browsing, queue management, and waveform displays. Entries appear sporadically from 2012 to 2026, showing no clear acceleration or pattern. Nest-Music leads traction with 5 stars, while most other members have no star ratings.
  47. Parking facility management platforms35 entriesfirst seen 2025-04-10This cluster consists of web-based applications for managing parking operations, covering vehicle tracking, occupancy, reservations, payments, and access control across contexts like hospitals, yards, and valet services. Entry counts before the index start show a sporadic pattern: one per month from March 2025 through June 2026, then three in July 2026. Traction is uniformly low, with the leading products (byd-yard-sjwd, parkdady-web, Hospital-parking-system) each having zero stars, indicating no clear front-runner.
  48. Personal to-do list apps35 entriesfirst seen 2025-04-08This cluster consists of task management applications focused on personal to-do lists and daily tasks, with features like creating, organizing, tracking, and completing items; some also offer cloud sync, desktop interfaces, or sharing. Entry dates before the index start are sparse initially, with single entries in 2020-08, ̈2022-05, and ̈2023-06, then become more frequent from ̈2025-03 onward, with months like ̈2025-08,-09,-10,-12 each having two entries, followed by single entries in early ̈2026. The traction leaders are my-task-manager-flow, ToDo, and all-things-done, each with 0 stars, indicating minimal observable traction.
  49. Website traffic analytics tools35 entriesfirst seen 2025-02-14This cluster consists of web applications for tracking, monitoring, and analyzing website visitor traffic, engagement, and link performance. The dated entries are sparse and intermittent, with one entry in Feb 2025, two in Mar 2025, one in Aug 2025, and one in Apr 2026, before the index start. Among the traction leaders, website-intel, Unlimited-Traffic-, and linkpulse-applovableapp each have zero stars, indicating limited community traction.
  50. Recipe-sharing social platforms35 entriesfirst seen 2025-01-09These products are web platforms for sharing, discovering, and discussing recipes within a community of food enthusiasts. Their dated entry history (prior to index start) is sporadic, with single entries in most months and a two-entry month in September 2025, followed by a gap until July 2026, showing no clear growth pattern. Traction leaders, including culinary_blog, clubdochurrascoperfeito, and t011gsu2irpr9000507092614501552, all currently have zero stars, indicating minimal user activity.

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.