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WHITESPACE · CLUSTER INDEX · 9,893 CLUSTERS

Clusters

Every group of products the index has found building the same thing. Biggest collisions first, or newest first — all 9,893 of them, 50 to a page.

  1. Social accountability goal apps12 entriesfirst seen 2025-06-27This cluster comprises social accountability applications that help users achieve personal goals through community witnessing, reputation building, and progress sharing. The cluster's dated history is too thin to discern a timing pattern, as only one pre-index entry exists, leaving its early growth shape unreadable. Among tracked traction leaders, doo, rally-app, and lockedin are tied with zero stars each, indicating uniformly minimal early activity.
  2. AI chemistry learning apps12 entriesfirst seen 2025-06-21This cluster consists of educational web apps focused on chemistry practice and study, using AI for quiz generation, feedback, and support. The dated entry history is sparse: six members have source dates from 2023-09, 2025-06, 2025-11, 2026-01, 2026-06, and 2026-07, showing a long gap between 2023 and mid-2025, then several entries clustered in late 2025 and 2026; two members are undated. Virtual_laboratory leads on traction with 2 stars, while chemmanager and KimiaXplore each have 0.
  3. Automated quiz generation tools12 entriesfirst seen 2025-06-20This cluster comprises web tools that generate quizzes, exams, or vocabulary tests automatically from uploaded documents such as PDFs and Word files, often with timed options and scorecards. The cluster's dated history is too thin to read a shape from, with only four dated entries before the index start and three members lacking any source date. Traction is led by cuoti-auto with 4 stars, while simulado_avanco_concursos and quiz both have 0 stars.
  4. Napoleon chat apps12 entriesfirst seen 2025-06-14This cluster consists of chat applications and web apps that simulate text conversations with Napoleon Bonaparte for historical learning and entertainment. Entry counts before the index start show a peak of 6 in June 2025, followed by 1 in August and 3 in September 2025. Traction is minimal, with all named leaders (ChattenmetNapoleon, Chatten-met-Napoleon, Chattenmetnapoleonlangeuitleg) each showing 0 stars.
  5. Mood-based movie recommendation apps12 entriesfirst seen 2025-06-09This cluster consists of web applications that suggest movies based on the user's current mood, sometimes incorporating stated preferences or real-time movie data. The dated history before the index start is too thin to read a shape from—only two dated entries exist, so the cluster predates the index or its members are undated. Traction leaders, all with 0 stars, are nedflichs, FlickSync, and cinemind.
  6. Campus centralization platforms12 entriesfirst seen 2025-06-07The cluster comprises campus platforms that centralize academic services, communication, and resources for students and staff. Dated entries show one product per month from June to October 2025, followed by a gap and a single entry in February 2026. Traction leaders are Smart-Campus-App, CampusOne, and v0-lasu-stessa-hub, each with zero stars.
  7. Online plant and garden shops12 entriesfirst seen 2025-06-01This cluster consists of e-commerce platforms selling plants, flowers, seeds, and gardening equipment, with a few also offering workshops or social sharing features. The dated history before the index start is thin and irregular: two entries appeared in June 2025, with single entries in September and October 2025, and one in July 2026, showing no clear trend. The traction leader is Sethu-Naachi-Gardens with 11 stars, while all other dated members have zero stars.
  8. Email summarization and management apps12 entriesfirst seen 2025-05-27This cluster consists of web applications focused on reading, composing, organizing, and summarizing email messages. The cluster's dated history is too thin to read a shape from, as fewer than five dated entries exist before the index start. Traction leaders based on activity signal include simple-agent, AceMail, and edna, all currently showing zero stars.
  9. Natural language database chat clients12 entriesfirst seen 2025-05-14This cluster consists of chat-based interfaces that let users interact with databases—SQL, Postgres, or documents—using natural language, often with local/offline or enterprise/research orientations. Some tools also support modifying or managing data, not just querying. The dated history is too thin to read a shape from, as only one dated entry exists before the index start and most members are undated. On traction, chat-sql, sqlchat-unclean, and sqlchat-clean lead with 0 stars each.
  10. PDF-spreadsheet conversion tools12 entriesfirst seen 2025-05-09This cluster consists of web and desktop tools that convert between PDF, Excel, CSV, and spreadsheet formats, including batch generation from templates and data extraction. The cluster's dated history is too thin to read a shape from — only one dated entry exists before the index start, so it predates the index or its members are undated. On traction, Visiolog leads with 1 star, while extratordebook and kotaibat have 0 stars.
  11. Local-first bookmark managers12 entriesfirst seen 2025-05-03This cluster consists of local-first bookmark managers that store links with organization features such as collections, tags, search, import/export, and analytics. The dated history is too thin to read a shape from, with only three dated entries before the index start. Traction leaders include loomark with 26 stars, while website-hub and bookmark-atlas have 0 stars.
  12. AI technical troubleshooters12 entriesfirst seen 2025-05-02This cluster comprises AI applications that help users solve technical problems by providing step-by-step solutions or diagnosing equipment issues from written symptom descriptions. The dated history is too thin to read a shape from—there is only one dated entry before the index start, and two members have no source date. Traction leaders, based on activity signals, are Loai-AI-print-help, AutoSage-AI-, and tech-problem-solver, each currently at 0 stars.
  13. Fashion e-commerce admin platforms12 entriesfirst seen 2025-04-27This cluster consists of e-commerce platforms for fashion brands, ateliers, and marketplaces, each pairing a customer-facing storefront with an administrative backend for order, inventory, staff, and governance management. The dated history before the index start is thin but shows entries roughly every few months from April 2025 to June 2026, with no clear directional trend. The traction leader is project_ca_nhan with 5 stars, while the other dated members carry no star signal.
  14. Hackathon team matching platforms12 entriesfirst seen 2025-04-23These products help hackathon participants find teammates, form balanced teams, and collaborate during events, with some also covering hackathon organization and communication. Dated entries before the index start show an early presence from April 2025, a concentration of activity in June 2025, and a single later entry in March 2026. Pair-Pal leads traction with 7 stars, while the TeamWeave projects have no stars.
  15. Crowd-sourced safe walking route apps12 entriesfirst seen 2025-04-19This cluster consists of web apps that use community-reported unsafe locations to map crime-aware walking routes and raise public safety awareness. The dated entry timeline before the index start is sparse, with one entry in 2025-04, two in 2025-09, one in 2026-04, and one in 2026-07, showing no consistent trend. HazardLens leads on traction with 2 stars, while the other listed members have 0 stars.
  16. Loan and debt management apps12 entriesfirst seen 2025-04-16This cluster encompasses web applications for managing loans, lending, credit accounts, debt collection, repayment tracking, and mortgage or construction loan processes. The dated history shows a steady but low flow of new entries from April 2025 through June 2026, with monthly counts never exceeding two. Traction is led by sys-creditos-main, which has 2 stars, while other dated products have no activity signal.
  17. Bespoke tailoring management apps12 entriesfirst seen 2025-04-14This cluster covers bespoke tailoring and custom clothing operations, including customer management, order tracking, measurement recording, appointment booking, and payment handling across workshops, boutiques, and seamstress businesses. Dated entries appear sporadically from April 2025 to June 2026, with the largest early count of 3 in April 2025 and a minor uptick of 2 in March 2026, but no consistent growth trend. Silaye leads on traction with 1 star, followed by TailorHub and ficha_prod with 0 stars.
  18. AI blood test analysis apps12 entriesfirst seen 2025-04-11This cluster consists of web and AI applications that analyze uploaded blood test reports, extract biomarkers, provide health insights, and answer follow-up questions via chat. Only two dated entries exist before the index start, so the cluster's dated history is too thin to read a shape from. The traction leaders are FertilabReport, lab-studies-analysis, and MediLens-AI, each with 0 stars.
  19. LMS course and student dashboards12 entriesfirst seen 2025-04-04This cluster covers web-based learning management systems that provide dashboards for students, teachers, and administrators to manage courses and learning. The cluster's dated history is too thin to read a shape from (fewer than five dated entries before the index start). Traction leaders based on activity signal are Teacher-LMS-, leanlearn, and gamio, all currently showing zero stars.
  20. No-code ML training platforms12 entriesfirst seen 2025-04-04This cluster consists of no-code platforms that automate building, training, and deploying machine learning models from user-provided data, either as hosted APIs or local tools. The dated history before the index start is too thin to read a shape from — only four dated entries exist, so the cluster either predates the index or most members are undated. Traction is led by Visionary-Training-Studio with 55 stars, while other dated members have zero stars.
  21. Abandoned cart recovery tools12 entriesfirst seen 2025-04-03This cluster comprises apps and AI services that help e-commerce stores recover revenue lost from abandoned shopping carts, using automated email, SMS, voice calls, and real-time discounts. The cluster's dated history is too thin to read a shape from — only two dated entries exist before the index start, and six members have no source date. Traction leaders by activity signal are funnel, Shopify-Abandoned-Cart-Recovery, and recover-kit, each with zero stars.
  22. Vacation rental booking apps12 entriesfirst seen 2025-04-01The cluster consists of web apps for listing and booking short-term vacation rentals, offering search, reservations, and user dashboards. Only three dated entries exist before the index start, making the early timeline too thin to discern a shape. Traction leaders by activity are Airbnb-Demo, StayNest, and airbnb, each with zero stars.
  23. AI automotive marketplace tools12 entriesfirst seen 2025-03-20This cluster comprises 11 products focused on AI-driven car marketplace, listing analysis, test-drive booking, and vehicle recommendations. Their dated entries before the index are sparse: one per month across 2025-03, 2025-04, 2025-09, 2025-12, and 2026-01, showing an irregular, non-accumulating pattern rather than growth. Traction leaders by activity signal: ilan-analiz at56stars, followed by Carvix_AI_Powered_Car_Marketplace at3stars, and ev-guide-agent at2 stars.
  24. Todo list web apps12 entriesfirst seen 2025-03-19This cluster consists of 14 todo list web apps for creating, tracking, and completing personal tasks, with variations like date-based rollover, reminders, sharing, analytics, and theming. The dated history before the index start shows five entries spread across 2025-03, 2025-06, 2025-12, 2026-03, and 2026-04, a sparse and irregular cadence with no clear trend. ToDo-APP leads on traction with 1 star, while todolist and React_Native_app have 0 stars each.
  25. Event management and registration platforms12 entriesfirst seen 2025-03-17This cluster comprises event management and registration platforms for creating, publishing, and tracking events across various audiences. The dated entry history is sparse, with six dated entries from November2023 through June2026, showing no clear shape other than a slight concentration in March2025. The traction leaders—portale-eventi-cna, first-vue-app, and crosstalk—all have zero stars, so no product shows meaningful user adoption yet.
  26. AI radiology detection tools12 entriesfirst seen 2025-03-17The cluster consists of web applications that apply AI and computer vision to medical images—primarily X-rays, but also CT, panoramic, and DEXA scans—to detect conditions, provide visual explanations, and support clinical workflows. Dated entries appear in seven distinct months from March 2025 to June 2026, a sparse but steady trickle rather than a concentrated pattern. OsteoDetect-ai leads on traction with 1 star, while the other two named products have 0 stars.
  27. University alumni networking platforms12 entriesfirst seen 2025-03-15This cluster comprises platforms that connect university alumni with current students for mentorship, career networking, and job opportunities, often including chat and profile features. The dated entries before the index start are sparse—seven single entries spread across a few months in 2025 and early 2026—making the cluster's early history too thin to discern a growth pattern. Among members with traction signals, AlumniNetworkUCS leads with 5 activity stars, while ALUMNI_SPACE and AluminiWave have 0 stars.
  28. Clipboard history managers12 entriesfirst seen 2025-03-14This cluster comprises clipboard manager applications and extensions for various desktop environments, all focused on capturing and organizing clipboard history. The dated entries are sparse, spanning from 2006 to 2026, with most appearing in 2025 and 2026. All traction leaders show zero stars, indicating no significant adoption so far.
  29. Online contest and voting platforms12 entriesfirst seen 2025-03-10These 18 products are web platforms for running competitions, scoring entries, and conducting voting or judging. The dated history is sporadic, with one entry in December 2024, March 2025, September 2025, and January 2026, and two in February 2026. Traction leaders are shorts_champs, pollpools, and talenttesttally, all at zero stars.
  30. Virtual assistant web apps12 entriesfirst seen 2025-02-27This cluster consists of five virtual assistant web applications that help users complete tasks and find information through natural conversation. The dated history shows entries from 2014-11, 2016-09, 2019-10, 2023-02, 2023-06, 2025-02, and 2026-02, indicating a sparse and irregular pattern. Among traction leaders, geny-assistant leads with 2 stars, while luna-your-digital-assistant and friendly-assistant have 0 stars. Six members lack source dates.
  31. Two-factor authenticator apps12 entriesfirst seen 2025-02-27This cluster comprises mobile and desktop apps that generate time-based one-time passcodes and push-based approvals for two-factor authentication. The dated entry history is sparse and irregular: single entries in 2012, 2014, and 2015, a short cluster of three entries in 2019 (February, March, August), then a gap until June 2024, followed by five more entries through May 2026. Traction leaders by activity signal are Microsoft Authenticator, Okta Verify, and Authenticator ℠ App, each with zero stars.
  32. Home cooking recipe apps12 entriesfirst seen 2025-02-23This cluster comprises 19 apps that help home cooks discover, follow, and organize recipes, with many offering step-by-step instructions, meal planning, and cooking guidance. The dated entries are sparse, appearing in 2012, 2014, 2021, and five times in 2025 (the largest monthly count being two in March 2025), while nine members have no source date. Traction is led by vibe-cook with 6 stars, while other tracked members have 0 stars.
  33. Cabin hotel management apps12 entriesfirst seen 2025-02-19This cluster consists of hotel management web apps centered on cabin management, bookings, guest/user profiles, and dashboard analytics. The dated entry history before the index start shows a first batch in early 2025, a second batch in April 2025, then a gap until a few entries in April and May 2026. All three members show zero stars, with Hotel_Analytics_Dashboard listed first, followed by nova-paddle and hotel-revenue-pwa, indicating no discernible traction advantage among them.
  34. Patient healthcare portals12 entriesfirst seen 2025-02-18This cluster comprises web portals that connect patients with healthcare providers, offering appointment booking, medical record access, health information, and sometimes AI assistance or specialized services like sleep monitoring or pharmaceutical support. The dated entries before the index start are thin: three in February 2025, one in March 2025, and one in July 2026, showing occasional launches rather than a steady pattern. SwasthaSetu leads traction with one star, while others have none.
  35. Customer support chat apps12 entriesfirst seen 2025-02-14This cluster consists of customer support chat applications that provide real-time chat interfaces for handling user inquiries, often embedded into websites. The dated history is too thin to read a shape from, as only two dated entries exist before the index start. Traction leaders, by activity signal, are vizaje-chat, heart-chat-relay, and Edge----AI-Powered-Customer-Support-Platform, though all show zero stars.
  36. Exam schedule and study trackers12 entriesfirst seen 2025-02-13This cluster consists of web apps that help students manage exam-related tasks, including schedules, deadlines, results, study materials, and preparation planning. The dated entry history is thin, with entries scattered across early 2025 to mid-2026, showing a low and sporadic trickle rather than any concentrated pattern. Traction signals are minimal; the leading members (scheduquiz, agenda-facultad, btech-prep) each have 0 stars, indicating very early-stage activity.
  37. Self-hosted e-commerce platforms12 entriesfirst seen 2025-02-08This cluster comprises self-hosted e-commerce platforms and related store management tools that enable merchants to create and manage online stores, with varying focuses on customization, multi-level distribution, and business intelligence. The dated history is too thin to read a shape from, with only three dated entries before the index start, indicating the cluster predates the index or members are undated. Traction leaders include flexstore (6 stars), rns-shop (2 stars), and Big Cartel (0 stars).
  38. Cron scheduling and management tools12 entriesfirst seen 2025-01-29Cluster of web, terminal, and desktop tools for creating, managing, and visualizing cron jobs and schedule expressions. The dated history shows a sparse, irregular pattern of single entries across months from January 2025 to May 2026, with no consistent frequency. nightjar leads traction with 5 stars, while TaskMate and WebRunner trail at 1 star each.
  39. Collaborative canvas whiteboards12 entriesfirst seen 2025-01-12This cluster comprises collaborative canvas tools that let teams author and organize visual content in a shared real-time workspace, with some adding text editing. Dated entries are irregular and sparse: single entries appear in January, May, June, and July 2025, then again in January and April 2026, showing no clear pattern. Traction is led by Open-Editor-Dika-Studio-Community (4 stars), while other members have no activity signal.
  40. Real-time web chat apps12 entriesfirst seen 2025-01-11This cluster consists of web-based chat applications focused on real-time text messaging, with varied approaches including WebSocket-based controllers, location mapping, ChatGPT integration, and replicas of popular Asian platforms. The dated history is too thin to discern a trend, as only three dated entries exist before the index start, all with 0 stars. Traction leaders are xyu_message, Chat_Application-, and locale-chatmap, each showing 0 stars.
  41. Event seating planning tools12 entriesfirst seen 2025-01-06This cluster comprises web and mobile applications for creating seating charts, managing guest lists and RSVPs, and planning floor plans for events, particularly weddings. The dated entry history shows two isolated early entries in 2015 and 2016, then a regular cadence of one entry per month from January 2025 through May 2026, with three entries in July 2026. Among members with activity signals, 'places' leads with one star, followed by 'Wedding Seating Chart Planner' and 'triclinium' with zero stars.
  42. Flatpak desktop management tools12 entriesfirst seen 2024-12-18This cluster covers desktop utilities for managing Flatpak applications on Linux, including app stores, permission editors, snapshot/restore tools, and leftover-file cleanup. The dated history before the index shows sparse single entries scattered across months from April 2023 to July 2026, with long gaps and no clear trend. Traction is led by repofy with 1 star; waft-bin and Bazaar have 0 stars each.
  43. Audio and video converters12 entriesfirst seen 2024-10-30This cluster comprises 13 tools that convert audio or video files into audio formats such as MP3, FLAC, WAV, OGG, or PCM, spanning desktop, online, and mobile platforms. Dated entries before index start appear sporadically from 2013 to 2026, with single creations in most years and a couple of two-entry months in 2024 and 2026. Traction is minimal, led by a Flutter-based video-to-audio converter with one star, while Transition and Audimorf trail with zero stars.
  44. Phone-as-PC microphone apps12 entriesfirst seen 2024-09-25This cluster contains apps that turn an Android phone into a microphone for a Windows PC or computer, using Wi-Fi, USB, or both. The dated history before the index start shows an early pair of entries in Dec 2015, a long gap, and then single entries in Sept 2024, Aug 2025, and Dec 2025. Traction leaders are PhoneMic, micophone, and MicRemote, each with 2 stars.
  45. DNS benchmarking and comparison tools12 entriesfirst seen 2024-09-21This cluster comprises tools for DNS lookup comparison and performance benchmarking. Dated entries before the index start are sparse and irregular, with single entries in 2018, 2024 (twice), 2025, and two in March 2026, indicating no clear growth pattern. Traction leaders are KSM-DNS (11 stars) and AristaDns (4 stars).
  46. Integrated development environments12 entriesfirst seen 2024-09-15The cluster comprises 12 integrated development environments and programming playgrounds spanning Java, C/C++, Fortran, Prolog, Dart, GNOME, theorem proving, and prompt engineering. The dated entry history is sparse: one new product in July 2024, September 2024, February 2025, and March 2025, then two each in September and November 2025, and one in June 2026. DartPad leads on traction with 2 stars, while Racket and NetBeans have 0 stars each.
  47. AI parenting guidance apps12 entriesfirst seen 2024-07-22This cluster consists of AI-powered parenting companions that deliver personalized guidance, routines, age-based advice, and conversational support for child-raising challenges. Dated entries before the index start show a thin, irregular timeline: one in mid-2024, two in late 2025, and two in mid-2026, indicating sporadic additions rather than a clear trend. Traction leaders are parentpal, Good Inside: Parenting, and growyai.github.io, though all show zero stars, suggesting early-stage or low observed engagement.
  48. Typing tutor games for kids12 entriesfirst seen 2024-06-05This cluster comprises typing practice games with gamified, often arcade-style or rhythm-based gameplay, largely aimed at children and students learning keyboard skills or specific language scripts (English, Thai, Japanese, Arabic). The dated history is too thin to read a shape from — only four dated entries exist before the index start, and four members have no source date, so the cluster predates the index or is largely undated. On traction, tapintime leads with 2 stars, while qalam-typing and AlphaBee show 0 stars.
  49. Automated daily wallpaper apps12 entriesfirst seen 2024-05-01This cluster comprises desktop and mobile utilities that automatically fetch images from sources such as Bing, Unsplash, NASA, and Wikimedia and set them as the system wallpaper on a daily or scheduled basis. The dated history shows five members spread across April 2024, September 2025, February 2026, and two in June 2026, with a long lull between 2024 and late 2025, making the pattern too irregular to characterize. Traction leaders are Daily Wallpapers, Picture of the Day, and Daily-Mood-Screen, each at 0 stars.
  50. Anime-style AI companion apps12 entriesfirst seen 2024-02-08These mobile apps offer chat-based companionship with anime-styled AI characters, incorporating features like persistent memory, personality adaptation, and optional voice or on-device interaction. Pre-index dated entries are sparse and uneven: one each in Dec 2023 and Feb 2024, a gap until Aug 2025, then entries in Feb and Jun 2026. Traction is low overall, with ai-heart-companion leading at 2 GitHub stars while the other two listed leaders have zero.

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.