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WHITESPACE · CLUSTER INDEX · 9,788 CLUSTERS

Clusters

Every group of products the index has found building the same thing. Biggest collisions first, or newest first — all 9,788 of them, 50 to a page.

  1. Game virtual item storefronts16 entriesfirst seen 2026-08-13This cluster comprises web storefronts and marketplaces for purchasing virtual game currency, in-game items, and membership perks. The dated history is too thin to read a shape from — only two entries are dated before the index start, while most members are undated. Arkovia-Depot leads traction with 1 star, followed by arksuppliersss and mortalnexus with 0 stars each.
  2. Competitive gaming tournament bots16 entriesfirst seen 2026-08-12The cluster consists of 11 bots that automate competitive gaming management across chat platforms, covering tournaments, leagues, match scheduling, and player transactions. The dated history is too thin to read a shape from, as no dated entries exist before the index start in 2026-08. Among traction leaders, kaiba-bot, Re-Act-DiscordBOT, and Astro-clan show the highest activity signals, each with 0 stars.
  3. Mobile e-commerce shopping apps16 entriesfirst seen 2026-08-12This cluster consists of mobile e-commerce apps that let users browse products and make purchases from an online store. Its dated history is too thin to read a shape from, as fewer than five dated entries exist before the index start and many members are undated. Among traction leaders, Ecommercemobileapp, Mobile-EcommerceStore, and shop-easy show the highest activity signals, each with 0 stars.
  4. AI chatbot with chat history16 entriesfirst seen 2026-08-12The cluster consists of AI chatbot web apps that provide conversational assistance and maintain a history of past chats. The dated entries prior to the index start are sparse, with one entry each in October 2022, April 2025, August 2025, November 2025, and May 2026, making the timeline too thin to read a clear shape. Traction leaders are cursor-view with 130 stars, followed by microbot with 6 and AI-CHATBOT-MERN with 1.
  5. AI governance and compliance platforms16 entriesfirst seen 2026-08-12This cluster comprises web-based tools for governing, auditing, and monitoring AI systems, covering risk assessment, compliance mapping, and policy management. The dated entry history before the index start shows a thin spread of one product per month from August 2025 to June 2026, indicating a gradual but sparse emergence. Traction leaders based on activity signal are sc-prism-releases (1 stars), qualityclouds (4 stars), and ai-governance-control-room (0 stars).
  6. Discord bot management dashboards16 entriesfirst seen 2026-08-12This cluster consists of web dashboards for managing Discord bots, covering moderation, tickets, custom commands, welcome messages, and permission controls. The dated history is too thin to read a shape from—it predates the index or its members are undated. Traction leaders are discord-bot-dashboard (2 stars), followed by BOTCONTROL and Saku (0 stars each).
  7. Educator exam paper builders16 entriesfirst seen 2026-08-11This cluster consists of web apps that let educators assemble custom exam papers from existing question banks, typically from past papers (including ECOL and Cambridge sources), with editing, printing, and draft-saving in browser storage. The dated history before the index start is too thin to read a shape from—only 4 dated entries exist, so the cluster's timeline predates the index or its members are undated. On traction, suda-win-web leads with 31 stars, followed by xiaochen-math-treasure at 13 stars and question-bank-card at 1 star.
  8. Counter-Strike customization tools16 entriesfirst seen 2026-08-11This cluster consists of tools for Counter-Strike personalization, covering crosshair configs, HUD cosmetics, custom music, sticker crafts, and weapon skins, with one generic FPS soundtrack utility. The dated history is too thin to read a shape from, as only two dated entries exist before the index start. On traction, cs2-customizer leads with 17 stars, ahead of cs2-music-fader (1 star) and klaris-web (0 stars).
  9. Movie discovery and watchlist apps16 entriesfirst seen 2026-08-11This cluster comprises mobile apps for searching and browsing movie catalogs, viewing details, and maintaining watchlists. The dated history before the index start includes only 3 entries, too few to discern a growth shape, so the cluster's timeline appears thin or predates the index. Among members with traction signals, cineo-flutter leads with 2 stars, followed by movie-explorer with 1 star.
  10. Dual-pane file managers16 entriesfirst seen 2026-08-11This cluster consists of dual-pane desktop file managers, primarily for macOS and Windows, offering tabs, breadcrumb navigation, and file transfer capabilities across local and remote locations. The cluster's dated history is too thin to read a shape from – it predates the index or its members are undated, with only three dated entries before the index start. Among traction leaders, MacExplorer holds the highest activity signal with 35 stars, followed by AIExplorer at 11 and winfinder at 3.
  11. Business admin dashboard tools16 entriesfirst seen 2026-08-11These products provide admin dashboards for monitoring business metrics and managing daily operations. The cluster's dated history is too thin to read a shape from, as only four dated entries exist before the index start. Traction leaders (admindash, new-panel, and saffan-admin-dashboard) each have zero activity stars.
  12. Scroll-triggered animated websites16 entriesfirst seen 2026-08-11This cluster consists of websites that use scroll-triggered animations and cinematic visual effects, including 3D product showcases and video-frame techniques across multiple pages. The dated history is too thin to read a shape from — only 2 dated entries precede the index start, so the cluster likely predates the index or its members are undated. Traction leaders by activity signal are DUITOTAM, lunasolutions, and animate-flow-55, each with 0 stars, indicating low overall engagement.
  13. Campus management portals16 entriesfirst seen 2026-08-11This cluster comprises role-based web portals for educational institutions covering admissions, coursework, attendance, events, placements, and alumni management. Only three members have pre-index dates, too few to discern an entry timeline shape. Traction leaders by activity signal are Tecno2026-Admin-Panel, College-OS, and Assignment-Tracker, each with 0 stars.
  14. Unified personal dashboards16 entriesfirst seen 2026-08-07These are personal dashboards that consolidate tasks, calendar, health data from wearables, finances, habits, goals, and other metrics into a single daily view. The cluster's dated history is too thin to read a shape from, as only 2 dated entries exist before the index start, suggesting it predates the index or has undated members. Traction leader is nexus-command-center with 5 stars, while life-os-dashboard and life-planner each have 0 stars.
  15. local-first macOS meeting recorders16 entriesfirst seen 2026-07-29This cluster consists of native macOS meeting tools that capture audio, transcribe on-device, and generate searchable transcripts or structured notes, with some offering AI-assisted summaries and chat with results. 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 members are undated. On traction, savvy leads with 63 stars, followed by summo-app and AnLuongMeeting at 3 stars each.
  16. Hospital management web apps16 entriesfirst seen 2026-07-25This cluster consists of web-based hospital management applications that centralize records, appointments, prescriptions, billing, and analytics for administrators, doctors, and patients. The dated entries before the index start are sparse and irregular, with 2 in Sep 2025, 1 in Nov 2025, 1 in Jun 2026, and 2 in Jul 2026, showing no clear trend. The traction leaders are doctorly, CarePlus, and care-guide-bd-frontend, each with 0 stars.
  17. Bakery ordering web apps16 entriesfirst seen 2026-07-23This cluster consists of web applications for bakeries to display products, menus, and store information, with varying degrees of ordering capability. The dated history is too thin to read a shape from, as only two dated entries exist before the index start. All three members show minimal traction, each with zero stars.
  18. Real-time web chat apps16 entriesfirst seen 2026-07-22The cluster consists of web-based chat applications focused on real-time message exchange. Dated entries span from 2025-02 to 2026-07, appearing roughly one per month with a pair in February 2026. Traction leaders are swift_chat-app, ChatMail, and real-time-chat, each with 0 stars, indicating minimal user engagement.
  19. AI productivity task managers16 entriesfirst seen 2026-07-21The cluster consists of AI-powered productivity web apps that focus on task organization, prioritization, workflow automation, and sometimes study-specific habit analysis. The dated history is too thin to read a shape from: only 3 dated entries exist before the index start, while 6 members have no source date. Traction is led by studysync-ai with 1 star, while other members (stride-focus-ai and AI-Productivity-Assistant) show 0 stars.
  20. Consumer digital banking apps16 entriesfirst seen 2026-07-21This cluster consists of digital banking applications and platforms that manage accounts, transactions, transfers, and related financial operations, ranging from web and mobile apps to full-stack and admin-focused systems. The five dated pre-index entries show a single product in September 2019, then one in April 2026 and three in July 2026, a thin and sporadic distribution. Traction is led by chavez-banco-your-digital-bank, followed by Maestro-Bank and evermontbank, based on activity signals.
  21. Codex desktop theme editors16 entriesfirst seen 2026-07-21This cluster comprises desktop theming tools for the Codex app, allowing users to customize visual elements like backgrounds, sidebars, and message panels without writing code. The dated history before the index start includes only two entries, too few to discern a trend, so the cluster's early growth pattern is unknown. Among tracked products, AI-ThemeStore leads traction with 7 stars, followed by LostCodexTheme with 2 and codex-transparent-bg with 1.
  22. Offline AI stem separation apps16 entriesfirst seen 2026-07-09This cluster comprises desktop applications that use on-device AI models to decompose music recordings into isolated stems such as vocals and instruments. The dated history before the index shows an early isolated entry in November 2020, followed by a gap until a small concentration of entries in April, May, and July 2026. Among the traction leaders, audio-splitter holds the highest activity signal with 1 star, while StemSplit and Moises currently show 0 stars each.
  23. AI coding agent workspaces16 entriesfirst seen 2026-07-06This cluster consists of desktop and terminal workspace managers that orchestrate AI coding agents, organize projects, and run terminal sessions for developers. The dated entry history before the index start is too thin to read a shape from—only 4 dated entries exist, so the cluster predates the index or its members are largely undated. Among members with traction signals, pi-harness leads with 84 stars, followed by codegate-leader (10 stars) and TerminalSpace (1 star).
  24. AI resume-job matching tools16 entriesfirst seen 2026-06-06The cluster consists of AI-powered tools that analyze resumes against job descriptions, offering scoring, gap identification, job matching, and application tracking for job seekers. The cluster's dated history is too thin to read a shape from, as only three dated entries exist before the index start. Traction leaders are JobHunter-- (108 stars), JobPrepWorks-OpenEdition (23 stars), and HackInMotion-RICR-HIM-1263 (5 stars).
  25. macOS system audio equalizers16 entriesfirst seen 2026-05-31These products form a cluster of macOS utilities that apply system-wide audio processing, primarily parametric equalization, with features like presets, headphone correction curves, and per-app volume control. The dated history shows two entries in late 2022 and early 2023, then a hiatus, followed by three entries in spring and summer 2026, indicating the cluster has existed for several years with sporadic additions before the index start. Traction leaders are SoundstageIRGenerator and openspatial (both 3 stars), followed by tapline (2 stars).
  26. Agricultural company websites16 entriesfirst seen 2026-05-29This cluster comprises corporate websites for agricultural businesses—seed companies, cattle farms, machinery dealers, and chemical suppliers—that present their products, services, and operations to prospective buyers. The cluster's dated history is too thin to read a shape from: only 3 dated entries exist before the index start, and 7 members have no source date. Traction leaders are kwa-nyuki, Premium-Agricultural-WordPress-Website-, and rohi-cattle-farm, each with zero stars on the activity signal.
  27. Mafia social deduction games16 entriesfirst seen 2026-05-26This cluster consists of multiplayer social-deduction games recreating Mafia/Werewolf with roles, day/night phases, voting, and room-based play, spanning web, browser, Android, and Telegram platforms. The dated history is too thin to read a shape from — only three dated entries exist, all before the index start. Traction leaders by activity signal are Mafia-game, MafiaBot6, and Mafiaplay, each with zero stars.
  28. AI interview practice platforms16 entriesfirst seen 2026-05-25This cluster consists of AI-powered mock interview and interview preparation platforms that generate questions, provide feedback, and simulate job scenarios for candidates. The dated history shows five entries scattered across January, April, May, June, and July 2026, with no discernible trend. Traction is led by ai-interview with 2 stars, while SkillSharp-AI and Vyoman-interviewer have no stars yet.
  29. Personal dining logging apps16 entriesfirst seen 2026-05-23These apps help individuals log, rate, and track restaurants, meals, pubs, and bars, often with notes, maps, and wishlists. The cluster's dated history is too thin to read a shape from—only three dated entries exist before the index start, so no trend is discernible. Traction leaders are restaurant-journal, drizzle, and team-food-log, each with zero stars on activity signal.
  30. Fitness and yoga class booking16 entriesfirst seen 2026-05-18The cluster consists of web apps for browsing and booking fitness or wellness classes, often focused on yoga studios, with features like class schedules, instructor dashboards, and community news. Dated entries are sparse, with single creations in June 2015, October 2018, and March 2025, followed by three more between March and May 2026. Traction is minimal across the board; the leading activity signals are all zero-star repositories: yogarambhausa, YogaPriyanshi, and NextJs-App-with-DB.
  31. Offline Bluetooth messaging apps16 entriesfirst seen 2026-05-05This cluster consists of offline-first social messaging and networking apps that use Bluetooth or direct device-to-device connections to exchange messages and content without internet or cellular infrastructure. Only three dated entries exist before the index start, so the cluster's dated history is too thin to read a shape from. Traction is led by offgrid with 1 star, while offGrd and AirChat each have 0 stars.
  32. Online storefront platforms16 entriesfirst seen 2026-04-11The cluster consists of nearly identical ideas for online storefronts where customers browse and purchase products. Dated entries appear at a low, steady rate of one per month across scattered months from March 2025 to July 2026, with no concentrated period. The ecommerce member leads on traction with one star, while website and yaaranaastore have zero stars.
  33. Small business management platforms16 entriesfirst seen 2026-04-02This cluster comprises integrated platforms for small and medium businesses that unify daily operations, customer management, and administrative workflows. The dated entries before the index start span July 2013 to April 2026, with only five dated entries total, including a long gap between 2013 and 2023 and a small cluster in early 2026, so the timeline is too sparse to discern a clear shape. Among the traction leaders, dotbizx-business-os leads with 1 star, while EST and BizYetu each have 0 stars.
  34. AI LinkedIn post scheduling tools16 entriesfirst seen 2026-03-29This cluster comprises web-based and browser-automation tools that use AI to generate LinkedIn posts and automatically schedule them for publication. The dated history shows a steady one new member per month from March to July 2026. The highest activity signals belong to tool-n8n-fanpage, linkedin-ai-poster, and linkedin-agent, each with zero stars.
  35. WeChat Markdown publishing tools16 entriesfirst seen 2026-03-12This cluster consists of tools that streamline creating and formatting content for Chinese social media platforms like WeChat and Weibo, often converting Markdown into platform-ready rich text. The cluster's dated history is too thin to read a shape from, with only two dated entries prior to the index. On traction, Mars-Editor (174 stars) leads, followed closely by Mars-Editor-APP (72 stars), while weishushu trails with 4 stars.
  36. QR ticketing event platforms16 entriesfirst seen 2026-03-09This cluster includes event management platforms that support event creation, registration, QR ticketing, check-ins, and analytics. Dated entries before the index start appeared in five months from December 2025 to May 2026, with counts of one or two per month and a single two-entry month in March 2026. EventFlow is the traction leader with two stars, while codersera and expo-register have none.
  37. Clinic management web applications16 entriesfirst seen 2026-03-07The cluster consists of web applications for clinics to manage patient records, appointments, and billing, with some variations in scope. Dated history before the index start shows entries in May 2025, June 2025, March 2026, and July 2026, indicating an intermittent pattern. All three traction leaders (medclinic, medicare-local-clinic, exocellure-clinic-preview) have zero stars, showing no clear traction leader.
  38. Social media analytics dashboards16 entriesfirst seen 2026-03-05The cluster consists of web apps that track and display social media metrics, account analytics, and engagement for posts. Dated entries are sparse: a single entry in March 2014, then a gap until a cluster of entries in January 2025, with additional entries in September and November 2025, and one in March 2026. The traction leaders are foryouplaybook, xhs-ces-scores, and soc-lens-pro, each showing zero stars.
  39. AI restaurant operations platforms16 entriesfirst seen 2026-03-01This cluster of 16 AI-powered platforms manages restaurant and canteen operations, covering inventory, waste reduction, demand forecasting, dynamic pricing, analytics, and marketing. Dated entries show a single member in January 2024, then a gap until October 2025, with monthly entries from October 2025 through May 2026 increasing in frequency from one to four per month. The traction leader is takhleeqx-live with 1 star, while freshflow-hq and smart-stock-management-system have 0 stars.
  40. AI livestream clip generators16 entriesfirst seen 2026-02-22These tools help streamers and content creators automatically extract, edit, and publish highlight clips from live video, often using AI for highlight selection, transcription, captioning, and trimming. The cluster's dated history is too thin to read a shape from — only two pre-index dated entries exist and one member is undated. Among traction leaders, Auto-YT-Clipper shows the highest activity signal with 3 stars, followed by replaycut (2 stars) and clippashippa (0 stars).
  41. Workforce HR analytics dashboards16 entriesfirst seen 2026-02-17This cluster consists of dashboards and analytics systems that visualize workforce and HR metrics, trends, and performance for organizational decision-makers. Dated entries appear intermittently from September 2023 to February 2026, with a gap between late 2023 and early 2025, then a few entries across 2025 and two in early 2026; the shape is sporadic rather than steady growth. Traction leaders (lumen, NASIDA-Investment---Performance-Tracker, Dashboard-BH) all have zero activity stars, so no member stands out on traction.
  42. Placement preparation web platforms16 entriesfirst seen 2026-02-17This cluster consists of web platforms helping students prepare for campus and job placements through resources, practice tests, interview guidance, and coding practice tracking. The dated history before the index start is too thin to read a shape from, with only three dated entries and one member lacking a source date. Konnichiwa_Japan leads traction with 3 stars, followed by CareerAI with 2 stars and Placement-Navigator-main with 0 stars.
  43. AI multi-tenant CRMs16 entriesfirst seen 2026-02-17The cluster comprises multi-tenant CRM systems with configurable data models and AI-assisted features. Before the index start, dated entries grew from a single product in October 2025 to a monthly peak of three in June 2026, with the remaining months having one or two entries each. Traction is minimal—all three listed leaders hold zero stars, indicating early-stage or low-engagement projects. The dated history is sufficient to show a gradual upward trajectory, though no single product has established clear dominance.
  44. Self-hosted workflow automation16 entriesfirst seen 2026-02-04Cluster of self-hosted workflow automation tools that emphasize visual design, webhook triggers, and custom code execution. The dated history is too thin to read a shape from, with only two dated entries before the index start, so the cluster likely predates the index or has undated members. Traction is led by open-flow with 132 stars, followed by Automationhacker and rowfire with 1 star each.
  45. YouTube channel analytics tools16 entriesfirst seen 2026-01-25This cluster of 26 products focuses on YouTube analytics, tracking, scheduling, and curation for creators and viewers. The dated history shows sporadic entries from Feb 2025 to May 2026, with a modest peak of 3 entries in Feb 2026 and single entries in other months. Traction is led by YouTube-Analyse-Pro-SaaS-Edition with 3 stars, while other dated members have no activity signal.
  46. LED lighting control apps16 entriesfirst seen 2026-01-20This cluster comprises applications for controlling LED and smart lighting systems, covering color changes, effects, scheduling, and device-specific controls across various hardware. The dated entry history is sparse, with five entries scattered across 2015, 2022, and 2025-2026, showing no clear growth pattern. The traction leader is Steam-Machine-Led-Bar-Controller, which leads the activity signal with 3 stars.
  47. local tunnel exposure tools16 entriesfirst seen 2026-01-19This cluster consists of tools for exposing local services to the internet via tunnels, ranging from Chrome-profile-specific Docker VPNs and peer-to-peer LLM sharing to public HTTPS endpoints for development and self-hosted services. Members emphasize bypassing NAT, VPN configuration, and DNS setup, with some offering custom domains, TLS, or UDP support. The cluster's dated history is too thin to read a shape from—it predates the index or its members are undated. Among active members, nodelane-tunneld leads on traction with 2 stars, while easy-port and modelpipe each have 0 stars.
  48. Gift wishlist sharing apps16 entriesfirst seen 2026-01-16This cluster consists of web apps for creating and sharing gift wishlists with friends and family to coordinate gift giving and prevent duplicate purchases. The dated entries before the index start are sparse, appearing in five separate months between 2025-03 and 2026-07 without a clear trend. Traction is led by squids-giftlist with 2 stars, followed by wishd (1 star) and miiwish (0 stars).
  49. TOTP authentication managers16 entriesfirst seen 2026-01-16This cluster consists of self-hosted, local, or CLI-based tools for generating and storing two-factor authentication codes (TOTP/HOTP), often with encrypted vaults. Their dated history shows a single product in March 2010, another in August 2017, a hiatus until May 2024, then one in January 2026 and two in March 2026. Coffer leads on traction with 19 stars, followed by 2fa-app with 10 stars., while bradar-arc has none.
  50. Feature flag management platforms16 entriesfirst seen 2026-01-13This cluster comprises self-hostable, cloud, and SaaS platforms for creating, managing, and rolling out feature flags and remote configuration, with capabilities such as targeting, kill switches, audit logs, and team permissions. The dated history is too thin to read a shape from, as only three dated entries exist before the index start. Rollout.io leads on traction with 23 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.