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WHITESPACE · CLUSTER INDEX · 9,676 CLUSTERS

Clusters

Every group of products the index has found building the same thing. Biggest collisions first, or newest first — all 9,676 of them, 50 to a page.

  1. Full-stack e-commerce web apps19 entriesfirst seen 2026-08-13This cluster consists of full-stack e-commerce web applications providing product catalogs, shopping carts, checkout flows, payment integration (e.g., Stripe, Google Pay(), and often admin dashboards. The dated history before the index shows two entries in March 2025, then a gap until May–July 2026, where five additional entries appeared (1 in May,2 in June,2 in July（, indicating a sparse but intermittent pattern. ORBITA-store leads traction with3 stars, while mi_tienda and ShopEase each have0 stars.
  2. TikTok video downloader tools19 entriesfirst seen 2026-08-12This cluster consists of apps and web tools focused on downloading TikTok videos, removing watermarks, extracting audio, and sometimes supporting slideshows or basic editing. The cluster's dated history is too thin to read a shape from, as it has no dated entries before the index start, predating the index or remaining undated. Among members with traction signals, tik-tok-save leads with 4 stars, followed by lumen-showcase (3 stars) and tokdrop (0 stars).
  3. Equipment rental booking platforms19 entriesfirst seen 2026-08-12This cluster consists of online booking and payment platforms for equipment rental businesses, covering reservations, availability calendars, and checkout. Dated entries before the index start appear sporadically from May 2025 to July 2026, with two entries in October 2025. openrental leads on traction with 1 star, while other members have 0 stars.
  4. Fantasy Premier League assistant tools19 entriesfirst seen 2026-08-12This cluster represents assistant tools for Fantasy Premier League (FPL) players, covering team management, statistics, deadline alerts, and recommendations via Telegram, WhatsApp, Facebook, or standalone apps. The dated history is too thin to read a shape from, with only one dated entry before the index start. The traction leader is 'fpl', followed by 'fpl-whatsapp-bot' and 'fpl-burster', though all currently show zero stars.
  5. AI skincare and beauty assistants19 entriesfirst seen 2026-08-12The cluster comprises AI-powered beauty and skincare assistants offering personalized recommendations, skin or hair analysis, ingredient safety checks, and routine tracking. The cluster's dated history is too thin to read a shape from, with only two dated entries before the index start and ten members lacking source dates. Among members with activity signals, skincaregpt leads with one star, followed by Closet-AI-Skincare-2026-08 and skIntel with zero stars.
  6. WhatsApp AI bot dashboards19 entriesfirst seen 2026-08-11This cluster consists of self-hosted tools and dashboards that turn WhatsApp into an AI-powered automation or support bot, covering features like message routing, knowledge bases, session persistence, and bulk messaging. The cluster's dated history is too thin to read a shape from—only four dated entries predate the index, so its early pattern is unclear. On traction, statusly and Nexbot both lead with two stars each, while arunika-wa has one star.
  7. Medical research aggregation platforms19 entriesfirst seen 2026-08-11This cluster comprises web platforms that aggregate, curate, summarize, and sometimes publish medical research, clinical evidence, and case studies for healthcare professionals and researchers. The dated history is too thin to read a shape from—only one entry predates the index, so the cluster likely predates the index or has undated members. Traction is led by vera (3 stars), while ifeoluwa-medical and imedipedia show zero stars, indicating no clear early follower yet.
  8. AI resume analyzers19 entriesfirst seen 2026-08-05This cluster consists of AI-powered resume analyzers that score resumes against job descriptions, identify skill gaps, and suggest improvements. The dated history is too thin to read a shape from, predating the index or with members undated. Traction is led by Ai-Resume-Analyzer and ai-resume-coach (2 stars each), followed by resume-ai (1 star).
  9. Project and task management apps19 entriesfirst seen 2026-07-29This cluster consists of web apps for managing projects and tasks, with authentication, due dates, search, filters, priority levels, and progress tracking. Dated entries before the index start appear in May and June 2025, then again in April and July 2026, with two entries in July, indicating intermittent submissions. The top traction leaders are oma, PTMS, and taskmanagement, each with 0 stars.
  10. Book catalog discovery web apps19 entriesfirst seen 2026-07-29This cluster consists of web applications for browsing, searching, and managing book catalogs, including discovery, recommendations, and library tools. The dated history is thin, with seven entries between April 2025 and July 2026—single entries in April and July 2025, a pair in March 2026, and singles in April, June, and July 2026—showing no clear trend. Traction is led by sveltekit-books with 10 stars, while most others have minimal or no activity.
  11. Minimalist fashion e-commerce storefronts19 entriesfirst seen 2026-06-22This cluster consists of three static e-commerce storefronts focused on minimalist clothing, each offering product browsing, a shopping cart, and Stripe-based checkout. The cluster's dated history is too thin to read a shape from, with only two dated entries before the index start. Traction is led by folio-store with one star, while the other two members have no stars.
  12. macOS keyboard configuration apps19 entriesfirst seen 2026-06-22This cluster comprises macOS configuration apps for specific mechanical keyboards, offering RGB lighting, per-key customization, key remapping, macros, and profiles. The dated history before the index start contains only one entry, so the cluster's timeline shape is too thin to read. redragon-k673-macos leads in traction with 4 stars, while the other two members have no stars.
  13. synchronized mobile task managers19 entriesfirst seen 2026-06-18This cluster consists of mobile task managers that emphasize task creation, tracking, and synchronization across devices, with offline storage and user accounts as common supporting features. Before the index start, the dated history is sparse: isolated single entries appear from mid-2013 through 2020, followed by a more regular monthly cadence of single entries from September 2025 to June 2026, including one month with two entries. Traction leaders are react-native-task-manager-mobile, Project Manager - Workflow, and AuthApp, each showing zero stars as their activity signal.
  14. RAG documentation Q&A chatbots19 entriesfirst seen 2026-06-12The cluster consists of chatbots that use retrieval-augmented generation to answer questions from specific documentation sets, such as Slack-integrated customer support, Stripe docs, and People & Culture handbooks. The dated history is too thin to read a shape from; only four dated entries exist before the index start, so the cluster predates the index or its members are undated. Among members, Documind shows the highest traction signal with 1 star, though all are early-stage.
  15. Offline habit tracker apps19 entriesfirst seen 2026-06-10These three products are offline habit trackers that center on quick habit logging, streaks, and local progress tracking; two of them also emphasize reminders and a no-account experience. The dated history before the index begins with isolated single entries in 2019, 2022, and 2025, then a denser run from April to July 2026 (2, 3, 2, 1). Habit Tracker - HabitKit leads on traction, followed by Cairn and momentum-habit-os, though all three are at 0 stars.
  16. AI mock interview practice platforms19 entriesfirst seen 2026-05-12This cluster consists of AI-powered mock interview and interview practice platforms that generate questions, evaluate spoken or video answers, and provide scoring and feedback. The dated history before the index start shows a slow, irregular cadence of single entries across 2025 and early 2026 (January and August 2025, October and December 2025, and January, April, and May 2026). The traction leaders, AI_INTERVIEWER, vibe-with-ai-kdk-21804, and interview-assistant, are all tied at 0 stars.
  17. Luxury real estate platforms19 entriesfirst seen 2026-05-02This cluster consists of web platforms for discovering, showcasing, and browsing luxury homes, villas, penthouses, and commercial spaces for sale or rent, often targeting high-net-worth individuals and featuring tools like 3D views, inspection booking, or AI assistants. The dated history is thin, with only five members carrying pre-index start dates spread from November 2025 to May 2026, two of which appeared in May 2026, so no clear shape is discernible. On traction, Avenor-Realty leads with one star, while Real-estate-search and luxury-real-estate-showcase show no activity signal.
  18. Local service booking platforms19 entriesfirst seen 2026-04-23This cluster comprises online platforms for booking local services, connecting customers with providers and managing appointments. The 7 dated entries before the index start appear intermittently from March 2023 to July 2026, with most entries recorded in 2026. All traction leaders (QuickServe_LocalizedServicePlatform, KASI-BOOK, rebookd) currently show zero stars.
  19. Local voice automation assistants19 entriesfirst seen 2026-04-11This cluster consists of voice assistants that run locally on-device, responding to spoken commands to perform device, app, and browser tasks. The dated entry history before the index start is too thin to read a shape from — only 4 dated entries exist, which is insufficient to discern a trend. Among the traction leaders, bulle shows the strongest activity with 2 stars, while vajren and zordon each have 1 star.
  20. Personal expense tracking web apps19 entriesfirst seen 2026-04-05The cluster consists of web apps for tracking personal expenses, categorizing transactions, and visualizing monthly spending by category on dashboards. The dated history before the index start shows five entries between June 2025 and July 2026, with irregular spacing. The leading product by activity signal is 'expense-tracking-system' with 2 stars.
  21. Martial arts academy management19 entriesfirst seen 2026-03-29This cluster consists of web and SaaS applications for managing martial arts schools, dojos, and similar training academies, covering class scheduling, member registration, billing, attendance tracking, and rank progression. Dated entries show a sparse pattern, with one entry in December 2025 and then one each month from March to June 2026, indicating intermittent submissions rather than a steady flow. Traction leaders, based on activity signal, are DojoMaster, jiupro, and fmp-bjj-hub, though none have any stars.
  22. Mobile AI terminal companions19 entriesfirst seen 2026-03-27The cluster consists of mobile companion apps that give remote access to a desktop terminal and AI coding-agent sessions from a phone, including session management, output viewing, and file editing. Its dated history before the index start has only four dated entries, too thin to read a shape from; the cluster predates the index or its members are undated. On traction, dsh-tether leads with 46 stars, followed by codex-mobile-assistant with 18 stars and remote-ai with 8 stars.
  23. AI PDF study quiz tools19 entriesfirst seen 2026-03-23This cluster consists of web and mobile apps that convert uploaded PDFs, notes, or documents into interactive learning materials such as quizzes, summaries, flashcards, and Q&A sessions. The five dated entries before the index start are spread thinly from June 2025 to March 2026, with no clear growth trend. Traction is low, with Notely, Notes-to-Quiz, and study-bro- each at zero stars, indicating minimal user engagement.
  24. HR and payroll management platforms19 entriesfirst seen 2026-03-17This cluster comprises 15 HR and payroll platforms that handle employee records, attendance, leave, payroll processing, and tax compliance. The dated entries before the index start show a steady, low-frequency stream from September 2025 through May 2026, with no clear acceleration. Traction is led by leopardo-hr with 10 stars, followed by PayPilot and PeoplePay360-HR-Payroll with 2 stars each.
  25. Cross-platform SSH clients19 entriesfirst seen 2026-03-10The cluster consists of cross-platform SSH clients that provide terminal emulation, SFTP file transfer, and port forwarding, with one variant adding an AI assistant. The dated history before the index start is too thin to read a shape from, as fewer than five dated entries exist—it predates the index or its members are undated. SSHCommander leads on traction with 9 stars, followed by lyshell with 3 and arkapp-ark with 1.
  26. WhatsApp commerce storefronts19 entriesfirst seen 2026-02-25This cluster consists of e-commerce storefronts that use WhatsApp for product catalog display, order placement, and notifications. The dated entry history spans from September 2025 to July 2026, with six dated entries spread across ten months and a slightly higher count of two in April 2026, indicating a thin but non-zero pre-index presence. Among dated members, Etec shows the most traction with one star, while ViWa-NextJS and tt have zero stars.
  27. Hyprland window manager utilities19 entriesfirst seen 2026-02-09This cluster consists of terminal-user-interface and command-line utilities for configuring the Hyprland Wayland compositor, including monitor layouts, workspaces, drop-down terminals, and desktop enhancements. Dated entries appear sporadically from October 2020 through June 2026, with a concentration of seven entries in February and March 2026. The traction leaders, by activity signal, are hyprmoncfg, omni-shell, and pyprland, each with 0 stars.
  28. Online pharmacy e-commerce platforms19 entriesfirst seen 2026-02-06This cluster consists of online storefronts and platforms for browsing, ordering, and managing prescription and over-the-counter medications, health products, and related items. The dated entries before the index start are sparse and intermittent, with single entries in eight separate months from April 2025 to July 2026, showing no clear growth pattern. The traction leaders, manage-my-loves-1, nextjs, and MediFlow, all have 0 stars, indicating minimal observable engagement.
  29. Cross-platform social media schedulers19 entriesfirst seen 2026-02-04This cluster consists of dashboard-based tools for scheduling, publishing, and tracking posts across multiple social media platforms, with some offering analytics. Dated entries appear sporadically from August 2025 through July 2026, with never more than two entries in a single month, and no clear trend. Among the dated members, redd-ninja leads on traction with one star, while wpauto and social-media-autoposter have zero stars.
  30. Kanban team task management apps19 entriesfirst seen 2026-02-03This cluster consists of kanban-based task and project management web apps for teams, with real-time collaboration, shared boards, drag-and-drop cards, assignments, due dates, and notifications. The dated entries before the index start span April 2015 to July 2026 and are mostly isolated single months, with the only concentration being four entries in March 2026. soft-track leads on traction with 12 stars, followed by dashboardFurthurr with 1 star and orbitpm with 0 stars.
  31. Real-time AI meeting assistants19 entriesfirst seen 2026-02-03The cluster consists of desktop AI assistants that provide real-time guidance and suggested responses during live video calls, meetings, interviews, and presentations by leveraging local context and screen analysis. Only two dated entries exist before the index start, so the cluster's dated history is too thin to read a shape from; it predates the index or its members are undated. Among members with traction signals, huddleowl leads with 4 stars, while undertone-desktop and match-predictor have 0 stars each.
  32. Movie and event ticket booking19 entriesfirst seen 2026-01-28This cluster comprises 23 products for booking movie, event, and cinema tickets, featuring real-time seat selection, payment processing, admin dashboards, and sometimes waitlists or QR tickets. Dated entries span Dec 2010 to May 2026, with most appearing in 2025 and early 2026 after a long gap, a shape that predates the index but shows recent activity. Hot-Corner and ticket-book lead on traction with 2 stars each, while tickethub has 0.
  33. Offline medication reminder apps19 entriesfirst seen 2026-01-18This cluster consists of medication reminder apps that schedule dose alerts, track adherence, and work without an account; two also operate offline and one checks drug interactions. The dated history shows a single entry in 2011, then a gap until 2023-2024, followed by a steadier presence from mid-2025 through mid-2026. The highest-activity members are acompanhamento-em-saude, GoodRx: Prescription Savings, and MedTimer: Med & Pill Reminder, each with zero stars, indicating minimal traction signal.
  34. Restaurant operations management apps19 entriesfirst seen 2026-01-10This cluster consists of web and mobile tools for restaurant staff and owners to handle orders, menus, staff scheduling, bookings, and daily tasks. Dated entries before the index start appear sporadically from September 2025 through June 2026, with no discernible trend beyond isolated monthly additions. All traction leaders (food-ordering, restaurant-staff-console, Resturent-Management) show zero stars, indicating no standout product yet.
  35. Real estate SaaS management platforms19 entriesfirst seen 2026-01-06The cluster consists of multi-tenant SaaS platforms for real estate agencies and professionals, covering property listing, search, management, lead scoring, billing, and broader business operations. The dated history before the index start shows a sparse, irregular pattern—single entries in November 2025, December 2025, January 2026, June 2026, and July 2026—indicating no strong trend. The traction leaders are imobimaster and Kaza, with Real-Estate-Listing-SAAS behind them, based on activity signals.
  36. Cross-platform media streaming players19 entriesfirst seen 2025-12-21This cluster consists of cross-platform media players and streaming applications that handle video, audio, IPTV, and addon-based content from local, network, and streaming sources. The dated history shows sparse, sporadic entries from 2009-2016, a gap, then a few entries in 2023-2024 and again in late 2025 and mid-2026, with no clear trend. Traction is led by scenebox (77 stars), followed by JAVP (1 star) and m3u-tv-bin (0 stars).
  37. Automotive dealership management platforms19 entriesfirst seen 2025-12-17This cluster comprises web platforms for automotive dealership operations, covering inventory, sales, customer relationship management, test-drive scheduling, and admin dashboards. Dated entries before the index start appear sporadically from March 2025 to February 2026, showing no clear growth pattern. The leading members by activity signal are MXGESTAOPREDITIVA, showroom_management_system, and AutoMartConnect, each with 0 stars.
  38. Webcam exercise form analysis apps19 entriesfirst seen 2025-12-13This cluster consists of web and desktop applications that use webcam-based pose estimation to analyze exercise form in real time, count repetitions, and provide feedback for fitness, physical therapy, and biomechanics. Dated entries before the index start show a modest rise from 1 in Aug 2025 to 3 in Dec 2025, then tapering to 1 in Jan and Feb 2026, indicating a thin but present early history. FlexiTrack-AI leads on traction with 3 stars, while other members have 0 stars.
  39. Car dealership management apps19 entriesfirst seen 2025-12-12This cluster covers desktop and web apps for managing car dealership operations, including vehicle inventory, finances, sales pipelines, aftersales service, and parts. Dated entries are sparse and sporadic, appearing as single entries across 2014–2026 with no discernible trend. All traction leaders (showroom_management_system, cc-solo-app-004, Car Dealer Tracker: Profit) show zero activity on the activity signal.
  40. Student discount verification bots19 entriesfirst seen 2025-12-07This cluster consists of Telegram bots that automate generating and submitting identity documents to pass student/teacher verification checks and unlock discounted subscriptions. Dated entries are concentrated in Dec 2025 and Jan 2026, with a sharp drop to a single entry by Jul 2026. The traction leader is tgbot-verify with 3,069 stars, vastly outperforming others.
  41. Photo and video sharing web apps19 entriesfirst seen 2025-12-03This cluster consists of social media web applications focused on sharing photos and videos, following users, and browsing/interacting with a feed. The dated history before the index start is too thin to identify a timeline shape—only a few dated entries exist, so the cluster's trajectory predates the index or its members lack source dates. Traction leaders based on activity signal are MiniInstagram, Media-Sharing-Platform-, and UpScrolled, each with zero stars, indicating minimal early traction.
  42. esports tournament platforms19 entriesfirst seen 2025-11-13This cluster comprises esports tournament platforms that manage brackets, matchmaking, schedules, scoring, and leaderboards, with some also handling registration, QR check-in, and entry fees for prize competitions. The dated entries are sparse, with single products appearing in May 2025, Nov 2025, Apr 2026, Jun 2026, and Jul 2026, so the timeline is too thin to identify a growth pattern. The most active members by traction signal are mlbb-algeria, koment, and palayoffs2, all at 0 stars.
  43. Investment research and analytics platforms19 entriesfirst seen 2025-11-13This cluster comprises platforms that analyze financial data to deliver investment insights, recommendations, and strategies for individual investors, family offices, and corporations. The dated entries before the index start are sporadic, appearing in 2016-04, 2021-07, 2023-08, 2025-01, and 2025-11, each with a single entry, indicating a thin and irregular launch pattern with no clear trend. The traction leaders—investment-platform, AI-Stock-Market-Analysis, and trading-max—all show zero stars, suggesting minimal user activity or engagement so far.
  44. Kanban pipeline CRM apps19 entriesfirst seen 2025-11-11This cluster consists of 17 CRM web applications that center on Kanban boards for managing sales leads, contacts, and deals, often with additional modules like ticketing, analytics, and AI-assisted actions. Dated entries before the index start (2025-11 through 2026-07) fluctuated between 1 and 3 per month with no consistent trend, totaling 13 dated entries. The traction leader is orion-crm-public with 2 activity stars, while sales-system and crm-leads-luxury each have 0 stars.
  45. Movie & TV watchlist trackers19 entriesfirst seen 2025-11-09This cluster consists of web and mobile apps for tracking movies, TV shows, and other media via watchlists, progress tracking, and reviews. The 5 dated entries before the index start appear irregularly across Nov 2025, Jan 2026, Mar 2026, and Jun 2026 (two in Jun), showing a sparse cadence. Six members have no source date. Traction leaders among dated members are tv_show_tracker_website_app, WatchNext, and movie, each with 0 stars.
  46. Carpooling and ride-sharing platforms19 entriesfirst seen 2025-11-08This cluster contains 17 products that connect drivers and passengers for shared rides, covering carpooling, ride-sharing, and shuttle coordination, with features like real-time messaging, matching, and payments. The dated entry history is thin, with single entries in January, June, November, and December 2025, plus March 2026, and two entries in April 2026, showing sporadic creation over that period. Traction leaders are CovTun, Rodajaa, and CarpoolNetwork, each with the same activity signal (0 stars).
  47. Consumer brand showcase sites19 entriesfirst seen 2025-11-03This cluster consists of marketing and showcase websites for consumer goods brands, primarily in beauty, skincare, food, and beverages. The cluster's dated history is too thin to read a shape from, with only 4 dated entries before the index start, so it likely predates the index or is mostly undated. Traction leaders, as measured by activity signal, are precious_site, sunkissed-site-reimagined, and zegi-brand-reveal, though all currently show zero stars.
  48. WhatsApp clinic appointment bots19 entriesfirst seen 2025-10-30This cluster centers on WhatsApp-based virtual assistants for medical and dental clinics, automating appointment scheduling, reminders, no-show management, and patient intake. Across the pre-index period, only four dated entries exist—too few to identify a trajectory. On traction, IA-Atendimento leads with one star, followed by icd-coding-mvp and klebe-plan-pro with zero stars each.
  49. Sports schedule and fixture apps19 entriesfirst seen 2025-10-24This cluster comprises apps for viewing, tracking, and organizing sports schedules, fixtures, and match events, ranging from fan-facing schedule viewers to event coordination tools. The cluster's dated history is too thin to read a shape from—it predates the index or its members are undated. Traction leaders based on activity signal are Sportsevent, vineri-fotbal, and postpony, each with minimal activity.
  50. AI text-to-video tools19 entriesfirst seen 2025-10-09This cluster covers AI tools that convert text prompts or articles into short-form videos, often automating scripting, voiceover, subtitles, and editing. Dated entries appeared sporadically from March 2025 to April 2026, never exceeding two per month, indicating a thin and uneven entry timeline. Traction is led by cs-board with 505 stars, followed by clipfactory (104 stars) and ClipAI (38 stars).

How to read this list

HOW TO READ THIS

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

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

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