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WHITESPACE · CLUSTER INDEX · 10,297 CLUSTERS

Clusters

Every group of products the index has found building the same thing. Biggest collisions first, or newest first — all 10,297 of them, 50 to a page.

  1. Color prediction betting games5 entriesfirst seen 2026-08-14This cluster consists of real-time color prediction betting games where players wager on color outcomes in timed rounds, manage wallets, and track payouts. The dated history is too thin to read a shape from—only one dated entry exists before the index start, and some members are undated. Traction leaders, based on activity signal, are color-rizz, alawcolor, and price-prediction, all currently at zero stars.
  2. Kanban task board apps5 entriesfirst seen 2026-08-13This cluster consists of kanban-style task board web apps that let users organize tasks into draggable columns and cards, with variations in storage (local vs. cloud sync), additional views (calendar, timeline), and features like labels, due dates, and search. The dated history is too thin to read a shape from, with only three dated entries before the index start. Traction leaders all show zero stars, indicating minimal observable activity.
  3. Student-alumni career networking apps5 entriesfirst seen 2026-08-13This cluster comprises mobile and web apps that connect students, alumni, and employers for professional networking, with features like profiles, messaging, and career opportunities. The dated entries are sparse, appearing as single entries in 2015, 2019, 2022, 2025, and early 2026, showing no clear annual rhythm. StudentNet leads traction with 3 stars, while the other two dated members have 0 stars each.
  4. Collaborative API client tools5 entriesfirst seen 2026-08-13This cluster consists of web-based or self-hosted API clients designed for teams to build, send, and organize HTTP requests, with emphasis on shared collections and collaboration. The dated history before the index start is too thin to discern a growth shape, as no entries exist in those months. Among those with traction activity, project-restman, postchi, and front are the leaders, though all have zero stars.
  5. DJI 4G module Mac utilities5 entriesfirst seen 2026-08-13This cluster consists of macOS utilities that manage DJI 4G cellular modules over USB, offering features such as SMS, eSIM/SIM management, data usage tracking, and tethering for drone connectivity. The dated history before the index start is too thin to read a shape from—it predates the index or its members are undated. Among the traction leaders, DJ4Hub leads with 146 stars, followed by 4G-Connect with 120 stars and LuckyTag with 51 stars.
  6. Social media asset management apps5 entriesfirst seen 2026-08-13This cluster consists of web apps that help content creators upload, compress, convert, store, preview, and download video and image assets for social media platforms. The dated history is too thin to read a shape from—it predates the index or its members are undated. Traction leaders, all at zero stars, are ai-media-saas, social-saas, and framepilot.
  7. Internet radio station management platforms5 entriesfirst seen 2026-08-13This cluster consists of web-based platforms for managing internet radio stations, covering playlist automation, live DJ broadcasting, listener requests, analytics, and admin dashboards. The dated history is too thin to read a shape from—only one dated entry exists before the index start, so the cluster predates the index or its members are undated. Traction leaders are wlpinternational, crabcast, and livinlikekenny, each with 0 stars.
  8. Korean cosmetics online stores5 entriesfirst seen 2026-08-12This cluster comprises online stores for Korean cosmetics and skincare, featuring product catalogs, shopping carts, and payment processing, with one variant adding WhatsApp-based order delivery and another including creator promo codes and an admin panel. The dated history before the index start is too thin to read a shape from – it predates the index or its members are undated. Traction leaders by activity signal are evacode, anua-, and Cosmetics, each with 0 stars.
  9. Ramen tracking and ordering apps5 entriesfirst seen 2026-08-12This cluster comprises web and mobile applications focused on ramen, split between tracking ramen consumption for 2023 and demo ordering/customization of ramen bowls with local ticket generation. The dated history is too thin to read a shape from, as there are no dated entries before the index start, indicating the cluster predates the index or its members are undated. Traction leaders are ramen-remedy, Ramen-Remedy, and RAMEN2023, each with 0 stars.
  10. Arabic-language social media apps5 entriesfirst seen 2026-08-12This cluster comprises social media apps designed for Arabic-speaking audiences, spanning microblogging, photo sharing, and general networking. The dated history is too thin to read a shape from, as only one dated entry exists before the index start. Traction leaders are aite, notewall, and sikram, each with zero stars.
  11. macOS microphone lock utilities5 entriesfirst seen 2026-08-12This cluster consists of macOS menu bar utilities that prevent unwanted switching of the active microphone, often locking input to a preferred device or muting under specific conditions. The cluster's dated history is too thin to read a shape from—only two dated entries predate the index, so it likely predates the index or has undated members. Among the tied members, MicPin leads traction with 7 stars, followed by MicGuard with 5 stars, while MicLock has 0 stars.
  12. Anonymous relationship storytelling apps5 entriesfirst seen 2026-08-12This cluster consists of apps for anonymously sharing personal love and dating experiences through stories, reactions, comments, and threaded discussions, with moderated privacy controls. The dated history is too thin to read a shape from, with only one entry before the index start, indicating the cluster predates the index or its members are undated. Traction is led by App_Migajeros, followed by NGL: ask me anything and untold, though all show an activity signal of zero stars.
  13. Industrial catalog data validation5 entriesfirst seen 2026-08-12This cluster consists of web tools that clean, enrich, and validate messy industrial product catalog data into structured, confidence-scored records. Each aims to turn unstructured catalog entries into validated data for distributors, manufacturers, and commerce systems. The cluster's dated history is too thin to read a shape from — it predates the index or its members are undated. The traction leaders are validacao-imagens-catalogo, unihack_catalogpilot, and specforge, each showing 0 stars.
  14. Local device monitoring dashboards5 entriesfirst seen 2026-08-11This cluster comprises self-hosted, local dashboards for monitoring and controlling portable power stations and network devices over Wi-Fi or Bluetooth, with no cloud dependency. The cluster's dated history is too thin to read a shape from, as no entries are dated before the index start. Among the members, kraftverk has the highest traction signal with 1 star, while the others show 0.
  15. Window and workspace managers5 entriesfirst seen 2026-08-11These products manage desktop windows and workspaces, offering features like virtual desktops, tiling, session restoring, and split panes, mostly for macOS with one for Windows. The cluster's dated history is too thin to read a shape from—it predates the index or its members are undated. On traction, omacosy leads with 617 stars, far ahead of deskjig (4) and aster (2).
  16. Faceless video automation tools5 entriesfirst seen 2026-08-11This cluster comprises automated tools that generate faceless videos from topics and post them to platforms like YouTube and TikTok. The dated history is too thin to read a shape from, as only 0 dated entries exist before the index start. Traction leaders are YT-Automator with 5 stars, followed by Auto-YT-Clipper with 3 stars, while fluxlab-faceless-ai-video has 0 stars.
  17. VLESS tunnel VPN gateways5 entriesfirst seen 2026-08-11The cluster consists of self-hosted VPN gateways for VLESS tunneling, each offering a web dashboard, Telegram bot, and subscription link management. Its dated history is too thin to read a shape from, as it predates the index or its members are undated. Traction is led by ldcraft-VPN with 2 stars, followed by X4G with 1 star and Blacksnowsx2 with 0 stars.
  18. YouTube download & MP3 extraction apps5 entriesfirst seen 2026-08-11A cluster of web apps that download YouTube videos at user-selected resolutions and extract MP3 audio, with one also offering format options. The cluster's dated history is too thin to read a shape from — it predates the index or its members are undated, as only 0 dated entries exist before the index start. Among traction leaders, fluidtube, Ring-R, and macfetch each hold the highest activity signal with 0 stars.
  19. Teen expense trackers5 entriesfirst seen 2026-08-10This cluster consists of expense and personal finance trackers aimed at teenagers, focusing on budgeting, savings, and spending analytics. The dated history before the index start is too thin to read a shape from—only one dated entry exists, so the cluster's early trajectory cannot be discerned. Traction leaders based on activity signal are teen-expense-tracker, Monthly-expanses, and TeenSpend-Backend, all currently showing 0 stars.
  20. AI scope creep change order tools5 entriesfirst seen 2026-08-10This cluster consists of AI tools that detect project scope drift or creep and automatically generate change orders for freelancers and agencies. The cluster's dated history is too thin to read a shape from — it predates the index or its members are undated. Among traction leaders, Alxo leads with 1 star, while ScopeShield and scopesignal have 0 stars.
  21. ATS resume optimization tools5 entriesfirst seen 2026-08-09This cluster consists of web tools that analyze, screen, and rewrite resumes to help job seekers pass applicant tracking systems or to help recruiters evaluate candidates faster. The cluster's dated history is too thin to read a shape from, with only two dated entries predating the index and several members lacking source dates. On traction, the leading members (ats-resume-booster, ats-cracker, ResumePlusAI) each show zero stars, indicating early-stage activity.
  22. Bilingual vocabulary flashcard apps5 entriesfirst seen 2026-08-05This cluster comprises flashcard apps for bilingual vocabulary learning, focusing on English-Vietnamese and Vietnamese-Korean pairs, using spaced repetition and custom decks. The cluster's dated history is too thin to read a shape from -- it predates the index or its members are undated. All traction signals are at zero stars, so no product leads on traction.
  23. Urban climate planning tools5 entriesfirst seen 2026-07-22This cluster consists of interactive dashboards and decision-support platforms that visualize urban heat, climate risks, and cooling interventions for city planners. The dated history is too thin to read a shape from—only two dated entries predate the index, insufficient to discern a trend. UCIP leads traction with 11 stars, while other members have no significant activity signal.
  24. AI employee attrition prediction platforms5 entriesfirst seen 2026-07-14This cluster consists of AI platforms for HR teams that analyze employee pulse or sentiment data to detect disengagement, predict attrition risk, and recommend or explain interventions. The cluster's dated history is too thin to read a shape from — it predates the index or its members are undated. Among traction leaders, NexHRAI shows the highest star count at 1, while HR-PULSEMATE-AI and employee-sentiment-pulse show 0 stars.
  25. AI chat-based cost optimization bots5 entriesfirst seen 2026-07-07This cluster consists of AI-powered chat bots that monitor cloud or building energy usage and provide optimization recommendations via Slack or Telegram. The dated history is too thin to read a shape from, as only three dated entries exist before the index start, indicating the cluster predates the index or its members are largely undated. Traction is led by finops-ia with 14 stars, while the other two members have none.
  26. Favorite link managers5 entriesfirst seen 2026-07-03This cluster consists of web apps for saving, organizing, and quickly accessing favorite links. The dated history before the index is too thin to read a shape from, with only one dated entry and most members lacking source dates. Traction leaders by activity signal are Linkoche, Bookmarkly, and Booklet - Save and Display Your Links, each with 0 stars.
  27. Barbershop management systems5 entriesfirst seen 2026-07-02This cluster consists of barbershop management and booking systems covering scheduling, payments, staff management, and customer records. Dated entries before the index start appeared sporadically from August 2025 to July 2026, with the highest monthly count being two in July 2026. RodeoBarberShop leads on traction with one star, while other members have zero stars.
  28. Computer algebra systems5 entriesfirst seen 2026-07-01This cluster comprises computer algebra systems for symbolic and numeric mathematics, including desktop GUIs and an Android port. Only three dated entries exist before the index start, so the entry timeline is too thin to read a shape from. Traction leaders by activity signal are wxMaxima, Yancas, and PariDroid, each with zero stars.
  29. Post-quantum encrypted messengers5 entriesfirst seen 2026-06-23The cluster consists of messenger apps built around post-quantum cryptography, often eliminating phone numbers and emails by using one-time codes or anonymous identity. The dated history is too thin to read a shape from—only two dated entries exist before the index start, so the cluster predates the index or its members are undated. Traction leaders by activity signal are Pryvate: Encrypted Messenger, Qlavis: Post-Quantum Messenger, and Discrio: Encrypted Messenger, each with 0 stars.
  30. GPS outdoor chase games5 entriesfirst seen 2026-06-18This cluster consists of GPS-based outdoor chase games where teams or players track others in real time on a map, typically with hunters chasing runners. The dated history before the index start is too thin (only one dated entry) to read a shape from, so the cluster's timeline predates the index or its members are largely undated. All traction leaders show 0 stars, with chasegame listed first, followed by manhunt and kapjelhatudsz.
  31. Net Promoter Score dashboards5 entriesfirst seen 2026-06-18This cluster consists of web applications that gather Net Promoter Score responses, compute NPS, and present results via dashboards or reports for marketing teams. The dated history is too thin to discern a trend, with only one dated entry prior to the index start. All three traction leaders (cua-nps-tool, NPS-Dev, nps-virtus) have zero stars, indicating minimal community activity.
  32. Residential management SaaS5 entriesfirst seen 2026-06-11This cluster comprises SaaS platforms for residential community management, covering access control, finances, amenities, and communications. The dated history is too thin to read a shape from — only 3 dated entries exist before the index start, so the cluster predates the index or its members are undated. Nexia, PORTARIA360, and comunita-app lead on traction signal, each with 0 stars.
  33. Halal food finder apps5 entriesfirst seen 2026-06-10This cluster includes web and mobile apps, plus a terminal UI, for discovering and verifying halal-certified food products and restaurants via location search, filters, and confidence badges. The dated history is too thin to read a shape from -- only two dated entries exist before the index start, so the cluster predates the index or its members are undated. Among traction signals, members named 'halal' leads the list, though all show zero stars.
  34. AirPlay receiver apps5 entriesfirst seen 2026-06-04This cluster comprises apps that turn a device into an AirPlay receiver for screen mirroring and audio streaming from Apple devices, plus one screen-mirroring app that relays touch or pointer input. The cluster's dated history is too thin to read a shape from, with only 4 dated entries before the index start. Traction is led by flutter-airplay (1 star), while Mango-AI-Screen-Share and Mirror each have 0 stars.
  35. Tea shop order and inventory platforms5 entriesfirst seen 2026-06-03This cluster consists of web platforms for tea retailers that combine customer ordering with admin inventory management, order tracking, fulfillment, and sales reporting. The cluster's dated history is too thin to read a shape from. Among traction leaders, stockflow-e-commerce leads with 1 star, while Admin-DiBeliin and WebsiteCasa each have 0.
  36. Phishing-safe scanner apps5 entriesfirst seen 2026-06-03This cluster consists of mobile apps that combine QR and barcode scanning with link previewing and phishing/malware checks, prioritizing on-device processing and local-only history. The dated history is too thin to read a shape from—only one entry is dated before the index start, so the cluster likely predates the index or its members are undated. Among the traction leaders, Qalkan, Verdetto, and Ethic QR Scanner each show 0 stars, indicating no standout traction yet.
  37. AI procurement quote comparison5 entriesfirst seen 2026-05-30This cluster covers AI-assisted procurement tools: one recommends applicable Indian standards from specs, one compares vendor quotations and catalogue options with explainable recommendations, and one uses a self-learning browser agent to compare supplier quotes. The dated history before the index is too thin to read a shape from (only 2 dated entries), so the cluster's trajectory is unclear and likely predates the index or is undated. On traction, all three members show zero stars, with Bharat-Standard-Ai, rfq-automation-agent, and QuotePilot listed as activity leaders.
  38. collaborative Pomodoro study rooms5 entriesfirst seen 2026-05-28This cluster comprises web-based platforms that create real-time collaborative study rooms featuring shared Pomodoro timers, chat, and online member lists; some add live video, ambient sound, and focus statistics. The cluster's dated history is too thin to read a shape from, with only one pre-index entry. Traction leaders are Studyworld, Study-room, and StudyStream, all currently tied at 0 stars.
  39. AI marketing content generators5 entriesfirst seen 2026-05-22This cluster consists of AI-powered tools that generate marketing and e-commerce content such as ads, emails, social posts, and SEO copy from brand voice rules. The cluster's dated history is too thin to read a shape from, with only 4 dated entries before the index start. Traction leaders by activity signal are OmniQuill-HQ, AI-gen, and Ad-On-Ai, all with 0 stars, so no clear leader stands out.
  40. Kindness and karma tracking apps5 entriesfirst seen 2026-05-18This cluster comprises apps and web services for recording and tracking kind deeds, acts of kindness, or karma, often incorporating gamification or habit monitoring. The cluster's dated history is too thin to read a shape from, as only two dated entries exist before the index start, indicating it predates the index or its members are undated. On traction, all three products show zero stars, leaving no clear leader.
  41. AI coding assistant launchers5 entriesfirst seen 2026-05-12This cluster consists of launchers that enhance AI coding assistants, enabling alternative API subscriptions, containerized environments, or improved CLI features. The dated history is too thin to read a shape from, as only three dated entries exist before the index start, indicating the cluster predates the index or its members are largely undated. Traction leaders are clodex, cdev-launcher, and fnclaude-bin, each with zero stars.
  42. Gaming voice communication apps5 entriesfirst seen 2026-05-11This cluster comprises low-latency, gaming-oriented voice chat tools, including Mumble clients, self-hosted options, and one Discord-like app with video and screen sharing. The dated history is too thin (only 4 entries before the index start) to read a shape from; the cluster either predates the index or its members are undated. Traction is nominal, with Mumble showing 0 stars and the r3dvoice-bin and Mumble Voip - Team Speak Mumla entries also at 0 stars.
  43. Multi-model web app builders5 entriesfirst seen 2026-05-04This cluster consists of web apps that generate full-stack applications from natural-language prompts while letting users select among multiple large language models. The dated history before the index start shows four entries in May 2026 and one in June 2026, an early but modest pattern. All traction leaders (Boltany, boltdiy, hr-portal) show zero stars, so no competitor has established a clear activity advantage.
  44. Model UN conference websites5 entriesfirst seen 2026-05-04This cluster consists of websites and platforms for Model United Nations conferences, providing event details, schedules, and delegate registration. The dated history is too thin to read a shape from, as only two dated entries exist before the index start, and the traction leaders all show zero activity, so no clear leader emerges.
  45. Home inventory documentation apps5 entriesfirst seen 2026-04-24This cluster consists of apps that help users document household possessions room-by-room, using photos, videos, or AI-assisted scanning to track items, values, serial numbers, and receipts, then export reports for insurance, warranties, or moves. The dated history before the index begins shows one entry in April 2026, a gap in May, and two entries each in June and July 2026, a sparse and irregular pattern across only five dated members. The traction leaders, as measured by activity signal, are Rivets: Home Inventory, Instant Home Inventory, and ClaimReady — Home Inventory, all currently at zero stars.
  46. Real-time multiplayer games5 entriesfirst seen 2026-04-22This cluster includes products for real-time multiplayer gaming and group decision-making, such as a team-based Gomoku game with authentication and cross-room play. The dated history before the index is too thin to read a shape from, with only one dated entry. Traction leaders based on activity signal are cross-room-gaming, shivam-multiplayer, and tic-gomo, each with zero stars.
  47. Small food brand websites5 entriesfirst seen 2026-04-09The cluster comprises portfolio-style websites for small food brands, primarily chocolate and cookie sellers, that showcase brand identity, product offerings, and in some cases interactive design or WhatsApp ordering. The dated history is too thin to read a shape from, as only one dated entry exists before the index start, so the cluster either predates the index or its members are undated. Traction leaders among the identified members are mi-pagina, Simple-Chocolate, and impression-makers-inc, each with 0 stars.
  48. VPN apps for streaming and gaming5 entriesfirst seen 2026-04-07This cluster comprises VPN apps that emphasize speed optimization and stable connections for streaming, gaming, browsing, and remote work, while encrypting traffic and masking IP addresses. The pre-index dated history is too thin (only 2 entries) to discern a timeline shape, so the cluster predates the index or its members are largely undated. Traction leader is happ-toggle with 1 star, while others have 0 stars.
  49. VS Code coding-time trackers5 entriesfirst seen 2026-04-06This cluster comprises VS Code extensions that automatically track time spent coding and provide visual feedback via the status bar or a local dashboard. The pre-index dated history is too thin to discern a shape, with only a single dated entry before 2026-08. Among tracked members, timecount and faf-vscode lead with 1 star each, while celestia-time has 0 stars.
  50. Pigeon racing club management5 entriesfirst seen 2026-04-05This cluster consists of race management and club operations platforms tailored to pigeon racing federations and clubs, handling timing, scoring, rankings, registrations, and compliance. The dated history is too thin to read a shape from, as only three dated entries exist before the index start, all predating or near the collection period. Traction leadership is flat across members, with all tracked activity leaders (MPRPHC, loft-stack, velocity-loft) showing zero 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.