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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. Classifieds marketplace apps18 entriesfirst seen 2026-09-07A cluster of mobile and web apps for posting and browsing local classified ads to buy and sell items, featuring photos, categories, and location-based discovery. The dated entry history is thin: a single entry in 2019-12, then a gap before four entries across 2025-06, 2025-09, 2025-11, and 2026-05, showing an early outlier followed by recent submissions. Shopping-Hub leads on traction with 1 star, while UsaBem-Swift and MSN-APP-V1.0 have 0 stars.
  2. macOS system monitor apps18 entriesfirst seen 2026-09-05This cluster consists of native macOS desktop applications for real-time monitoring of system resources such as CPU, memory, disk, network, GPU, and processes. The cluster's dated history before the index start is too thin to read a shape from, as there are no dated entries in that period. In terms of traction, ActivityMonitor leads with 91 stars, followed by mac-monitor (4 stars) and gauge (2 stars).
  3. Offline survival adventure games18 entriesfirst seen 2026-09-05This cluster consists of standalone offline games blending survival, crafting, exploration, and story-driven adventure, often set in open-world or tribal environments. The dated history is too thin to read a shape from, as there are only zero dated entries before the index start, indicating the cluster predates the index or its members are undated. Traction leaders are WARDOGS-Community-Edition-2026, Bronze-Knife-Silver-Sword-Community-Edition, and Wild-Trail-Community-Edition-2026, all with 0 stars.
  4. Fashion boutique websites18 entriesfirst seen 2026-09-05This cluster consists of websites for fashion boutiques that showcase clothing, categories, contact details, and store aesthetic to attract customers. The dated history is too thin to read a shape from—only 4 dated entries exist before the index start, and 6 members have no source date. Traction leaders among the cluster are binti-designs, beauty-boutique-vibe, and pixel-perfect-showcase-6592, each with 0 stars.
  5. Desktop ChatGPT control apps18 entriesfirst seen 2026-09-04These products bring ChatGPT into the desktop environment, enabling chat windows, command execution, and dashboards for monitoring actions. The cluster's dated history is too thin to read a shape from -- it predates the index or its members are undated. Among the traction leaders, chat-on-steroids is most prominent with 3,462 stars, followed by meetron and codex-micro-waveshare with far fewer.
  6. Sustainability tracking and rating tools18 entriesfirst seen 2026-09-04The cluster consists of web apps that measure, score, or organize sustainability performance for products, businesses, events, and websites, ranging from evidence-first consumer ratings to net-zero planning and report generation. The dated history is too thin to read a shape from—it predates the index or its members are undated. Traction leaders are Sirius-Sustainability, web:susrep-helper.vercel.app, and BuyGreen — Independent sustainability ratings, each with 0 stars.
  7. AI desktop automation agents18 entriesfirst seen 2026-09-04This cluster of Windows apps lets AI assistants see the screen and control the mouse and keyboard to complete desktop tasks from natural-language descriptions. The dated history is too thin to read a shape from — only one dated entry exists before the index began, so members predate it or are undated. OpenRoom leads on traction with 1248 stars, far ahead of yanmasa and extra.
  8. Project and task management apps18 entriesfirst seen 2026-09-02This cluster consists of web applications for managing projects and tasks, typically featuring user authentication, a dashboard, and role-based access. The cluster's dated history is too thin to read a shape from, with only four dated entries before the index start, and one member lacking a source date. The traction leaders are manager-task-project, InSightPM, and PTMS, each with 0 stars.
  9. Virtual world and metaverse platforms18 entriesfirst seen 2026-09-02This cluster comprises 16 products focused on creating, exploring, and interacting with virtual worlds and metaverse environments, ranging from VR game testing and alternate reality games to desktop viewers and browser-based experiences. The dated history is too thin to read a shape from – it predates the index or its members are undated, with only 3 dated entries before the index start. Traction leaders are fenoa, mipp-gateway, and TheGates, each showing an activity signal of 0 stars.
  10. Small business accounting apps18 entriesfirst seen 2026-09-02This cluster covers web apps for small-business accounting and billing, managing sales, purchases, inventory, revenue, expenses, and ledgers. With only four dated entries predating the index start, the cluster's dated history is too thin to read a shape from. Traction leaders by activity signal are PROJECT-2, Dummy, and vivo2oficial, each with zero stars.
  11. Digital product marketplaces18 entriesfirst seen 2026-09-01The cluster comprises marketplaces for selling digital products, with Stripe payments, storage, and user flows. Only three dated entries exist before the index start, too few to read a shape from, so the cluster's dated history is too thin to discern a trend. Traction leaders are AutoFlow, microCart, and luavang, though each has zero stars, indicating early-stage activity.
  12. AI revenue recovery tools18 entriesfirst seen 2026-09-01This cluster of 13 products focuses on AI-powered platforms that detect failed payments, abandoned checkouts, and other revenue losses, diagnose causes, and execute recovery actions automatically. The dated history before the index start is too thin to read a shape from -- only three dated entries exist, so the cluster predates the index or its members are undated. The activity signal shows dejavu-payments-agent with 4 stars leading, while other members have 0 stars.
  13. ATS resume optimization tools18 entriesfirst seen 2026-09-01This cluster of 11 similar products comprises web apps that analyze resumes for applicant tracking system compatibility, offering scoring, keyword insights, and optimization suggestions. The dated history is too thin to read a shape from, as only two entries have source dates before the index start and seven have none. Traction leaders, based on activity signal, are resume-optimizer, ATS-Screener, and CV_analyzer, each with 0 stars.
  14. weather-based travel planning apps18 entriesfirst seen 2026-08-30These products help travelers pick destinations and trip timings using climate or weather data, with some also covering storm tracking or local amenities. Only 3 dated members exist before the index start, so the cluster's dated history is too thin to read a shape from. The traction leaders (meteo, TripCast, typhoon-tool) all show 0 stars, indicating minimal user engagement.
  15. PC maintenance and repair utilities18 entriesfirst seen 2026-08-30This cluster consists of desktop applications that perform system diagnostics, cleaning, and repair tasks on Windows, macOS, and Linux, often explaining actions before execution. 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, DiskZen shows the highest activity signal with 3 stars.
  16. Telegram audio transcription and TTS bots18 entriesfirst seen 2026-08-30This cluster consists of Telegram bots that handle audio and text transformations, including transcription, text-to-speech, subtitle conversion, and data encoding. The cluster's dated history is too thin to read a shape from, as only one dated entry predates the index start. Traction leaders, based on activity signal, are transcribe-bot, botnhaz, and telegram-tts-bot, each with zero stars.
  17. Telegram exam prep bots18 entriesfirst seen 2026-08-30These Telegram bots assist students with exam preparation and quizzes, covering SAT practice, vocabulary, board exam results, and general multiple-choice assessments with score tracking and rankings. The cluster's dated history is too thin to read a shape from, as only one dated entry exists before the index start. VocabTGBot leads on traction with 5 stars, while quizbot and another bot have 0.
  18. Influencer marketing analytics tools18 entriesfirst seen 2026-08-26This cluster of 15 products focuses on influencer marketing: tracking profiles, engagement, campaigns, and ROI for brands and marketers, with some tools offering CRM, outreach, and ranking features. The dated history is too thin to read a shape from — only 4 dated entries exist before the index start, so the cluster predates the index or its members are largely undated. Traction leaders, by activity signal, are Marketing-Oporation, kol-project-kang88, and LinkedGpt, all with 0 stars.
  19. macOS Dock management utilities18 entriesfirst seen 2026-08-24This cluster consists of macOS menu bar utilities that manage Dock behavior, including pinning the Dock to a chosen monitor, keeping it on the main display in multi-monitor setups, and previewing windows via the Dock with an alternative switcher. The dated history is too thin to read a shape from—it predates the index or its members are undated. Among traction leaders, MDockPreview leads with 5 stars, while docknet and stickydock have 0 stars.
  20. Solar energy company websites18 entriesfirst seen 2026-08-23The cluster consists of marketing websites and landing pages for solar energy companies, typically presenting services, collecting quote requests, and providing basic calculators. The dated history is too thin to read a shape from, with only one dated entry before the index start. Traction leaders are celsEnergy, solarix-energy-landing, and 2A-Business, each with zero activity stars.
  21. Self-hosted proxy management panels18 entriesfirst seen 2026-08-19This cluster consists of self-hosted web panels for deploying and managing multi-protocol proxy servers, user accounts, and subscription links for VPN access. 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 most members are undated. On traction, lunel leads with 482 stars, followed by vpn_ui_railway (60 stars) and pxpanel (32 stars).
  22. macOS AI usage dashboards18 entriesfirst seen 2026-08-19This cluster consists of macOS menu bar dashboards that track token usage, cost, and plan limits for AI coding agents and assistants. The dated history is too thin to read a shape from—there are no entries before the index start, so the cluster predates the index or its members are undated. Among the traction leaders are ai-usage-bar with 5 stars, and AgentUsage and AgentMonitor each with 2 stars.
  23. Human-AI collaboration workspaces18 entriesfirst seen 2026-08-19This cluster comprises platforms that create shared workspaces where human users and AI agents collaborate on tasks, projects, and operations, often with features for oversight and approval. The cluster's dated history is too thin to read a shape from, since only 4 dated entries exist before the index start. Among members with activity signals, TabTin leads with 292 stars, while mdx and archbro-webmcp have only 2 stars each.
  24. drag-and-drop stash shelves18 entriesfirst seen 2026-08-18This cluster consists of desktop utilities that provide temporary on-screen shelves for holding files, text, images, and links during drag-and-drop workflows across macOS and Windows. The dated history is too thin to read a shape from, as no pre-index entries exist, so the cluster appears to predate the index or its members are undated. OpenYoink leads on traction with 138 stars, far ahead of FileStash (3 stars) and StashIt (0 stars).
  25. Hospitality operations dashboards18 entriesfirst seen 2026-08-17This cluster consists of operations dashboards for restaurant and hospitality businesses, covering financial tracking, menu and order management, inventory, and property oversight. The pre-index dated history is sparse: two entries in February 2025, then single entries in March, May, and June 2026, indicating sporadic early appearances. Traction is low, with top signals Aura-Haven, odyssey-dashboard, and Assesment all showing zero stars.
  26. Personal finance ledger apps18 entriesfirst seen 2026-08-16This cluster consists of personal finance and digital ledger applications that help individuals track income, expenses, and transactions, with some offering mobile capture or AI-assisted querying. The dated history before the index is too thin to read a shape from—only 0 dated entries exist, so the cluster predates the index or its members are undated. Traction is led by 'ledger' with 3 activity stars, while 'waltning' and 'hisabKitab' show no activity signal.
  27. Self-hosted VPN admin panels18 entriesfirst seen 2026-08-16This cluster consists of self-hosted admin panels for managing VPN proxy servers, with features like user subscriptions, usage analytics, Telegram notifications/ordering, and multi-admin roles. The dated history before the index is too thin to read a shape from, as only 1 entry exists. Traction is led by SE7O-SNA-panel with 5 stars, followed by vpanel with 3 stars.
  28. Trading signal alert bots18 entriesfirst seen 2026-08-16These products are chat and messaging bots that deliver trading signals and price/volume alerts to users, covering stocks and platforms like Quotex. The cluster's dated history is too thin to read a shape from, with only two dated entries before the index start. TradingAgent leads traction with 21 stars, while the other dated members have zero stars.
  29. LinkedIn feed filtering extensions18 entriesfirst seen 2026-08-15These browser extensions filter job-related and promotional content from LinkedIn and other social feeds, running locally without accounts or tracking. The cluster's dated history is too thin to read a shape from—zero dated entries exist before the index start. Traction leaders are hunterly, linkedin-job-search-filter, and lkclean by activity signal.
  30. AI contract analysis tools18 entriesfirst seen 2026-08-15This cluster consists of web applications that analyze legal documents and contracts, providing summaries, risk flagging, deadline extraction, and Q&A. The dated history before the index start shows sporadic entries across 2025-03 to 2026-07, with no clear acceleration. Docfacil leads on traction with 1 star, while contract-lens and Sift have 0 stars.
  31. Telegram document conversion bots18 entriesfirst seen 2026-08-14This cluster consists of Telegram bots that convert or manipulate documents, primarily PDFs, images, and Excel files, including generating quizzes and practice exams. 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 Ethiopian-ID-Card-Telegram-Bot, TelegramBot-Printing, and Image-to-PDF-reader, all with 0 stars.
  32. Video game review and tracking apps18 entriesfirst seen 2026-08-13This cluster consists of 12 products focused on video game discovery, review, ranking, tracking, and recommendation. The dated history is too thin to read a shape from, as only 4 dated entries exist before the index start, and 6 members have no source date. Among members with activity signals, GameTracker leads with 1 star, while launch-check and lorentech-assessment both have 0 stars.
  33. Email creation and editing tools18 entriesfirst seen 2026-08-13This cluster spans web apps and add-ons for composing, editing, and sending emails, including HTML editors, template builders, and tools that convert Markdown or handwriting into email content. The dated history before the index is thin: one entry in September 2013, then isolated entries in February 2022, May and June 2025, and July 2026, with long gaps between them. Traction leaders by activity signal are aqademiq-email-studio, composer, and email-design, though all show 0 stars.
  34. Image compression and conversion apps18 entriesfirst seen 2026-08-13This cluster comprises web apps that let users upload, compress, resize, and convert images between common formats. The dated history is too thin to read a shape from—only one dated entry exists before the index start, so the cluster's growth pattern predates the index or its members are largely undated. Traction leaders include nimbocdn-wordpress with 1 star, followed by pix-shape-shifter and ElectionSlip with 0 stars each.
  35. AI coding agent desktop apps18 entriesfirst seen 2026-08-13This cluster of 11 desktop applications packages browser-based AI coding agent interfaces into native programs for macOS and Windows, adding plugin marketplaces, update management, and sometimes SSH or mobile remote control. The cluster's dated history is too thin to read a shape from—it predates the index or its members are undated. Deepseek-harness-desktop leads in traction with 340 stars, followed by dsh-market at 97 stars and DeepSeek-Harness-Desktop at 102 stars.
  36. Telegram referral reward bots18 entriesfirst seen 2026-08-13This cluster consists of Telegram bots that operate referral-and-reward programs, enabling users to earn points, invite others, and request withdrawals or gift cards, typically with admin approval or panels. The dated history is too thin to read a shape from — there are no dated entries before the index start, so the cluster likely predates the index or its members are undated. Among traction leaders, Match-Catch---Anonymous-Chatbot leads with 1 star, while the two UMAR_CODEX bots have 0 stars each.
  37. AI coding assistant usage widgets18 entriesfirst seen 2026-08-13This cluster comprises desktop widgets and utilities that display remaining usage limits, quotas, and reset countdowns for AI coding assistants, often as edge panels or taskbar indicators. The pre-index timeline shows sporadic entries: two in January 2026, one in February, and two in May, with a gap in between. Tidemark leads traction with 51 GitHub stars, followed by prompt-contribution-graph at 22 and claude-kicker at 8.
  38. Personal email and calendar digest tools18 entriesfirst seen 2026-08-11The cluster consists of personal productivity tools that aggregate email, calendar, and other data into daily digests or summaries, with some handling newsletters and others scheduling or deadline extraction. The cluster's dated history is too thin to read a shape from—only three dated entries exist before the index start, so it predates the index or its members are undated. Traction is led by hermes-paper-agent with 61 stars, while others have minimal activity.
  39. Group meetup scheduling apps18 entriesfirst seen 2026-08-11This cluster consists of apps that coordinate group meetups by collecting availability, finding common times, and in some cases splitting expenses. The dated history is too thin to read a shape from, as only two dated entries exist before the index start. Among members, neet leads on traction with 7 stars, followed by eklendi with 2 stars and Planly with 0 stars.
  40. Cafe info websites18 entriesfirst seen 2026-08-01This cluster consists of web apps for cafes to present basic details like menu, hours, location, and services. The dated history is too thin to read a shape from—only one dated entry exists before the index start, and most members lack source dates. Traction leaders, based on activity signal, are cafezoa.com, caf-cafe-, and cafe-om-kalthoum, all currently at zero stars.
  41. Media content browsing and management18 entriesfirst seen 2026-07-23This cluster consists of web and desktop applications for managing, browsing, and delivering media content, including video, PDFs, and web pages, often with role-based access control. The cluster's dated history is too thin to read a shape from—only four dated entries exist before the index start, and six members have no source date. Traction leaders, based on activity signal, are Secure_content_portal, sohbos-reader, and cloudVibe-hub, each with zero stars.
  42. AI companion apps with memory18 entriesfirst seen 2026-06-25This cluster consists of AI companion apps that offer personalized interactions with memory, custom or preset characters, and features like roleplay, voice notes, photos, and conversational reminders. The entry timeline shows a single product in February 2021, then a gap until March 2026, when monthly entries rose from 1 to 4 by May and stayed at 4 through July. Whispy AI: Cozy Chat leads on traction, though all listed products have 0 stars.
  43. AI incident management tools18 entriesfirst seen 2026-06-14The cluster comprises AI-assisted incident management and response tools for engineering and SRE teams, covering root-cause analysis, alert triage, and remediation workflows. Its dated history before the index shows a sparse, irregular pattern: one entry in April, two in June, and two in July, with no entries in May. Traction is led by responder-oss (20 stars), followed by incidenthub-ai (5 stars) and sre-investigation-agent (2 stars).
  44. AI lending and credit platforms18 entriesfirst seen 2026-06-10This cluster comprises 13 AI-driven lending and credit products covering underwriting, loan management, document analysis, payment processing, and debt negotiation for both lenders and borrowers. Before the index start, dated entries appeared in five separate months from March 2025 to July 2026, an irregular pattern too thin to indicate a clear trend. The traction leader is salaryfund--ai- with 1 star, while two other members have 0 stars, indicating minimal early activity signals.
  45. AI interview prep platforms18 entriesfirst seen 2026-06-05This cluster consists of AI-powered interview preparation platforms that generate questions from resumes, simulate voice mock interviews, and provide scoring or personalized feedback. The dated history before the index start shows five entries spread across 2025-11, 2026-02, 2026-04, 2026-05, and 2026-06, indicating a sparse and sporadic timeline without a clear shape. All traction leaders have zero stars, so no member stands out as a leader.
  46. AI content creation platforms18 entriesfirst seen 2026-05-30This cluster comprises AI-powered tools for generating, managing, and repurposing content across social media and other digital formats, including niche applications for specific audiences. The dated entry history is sparse, with single entries in February, October, and November 2025, one in May 2026, and two in July 2026, indicating sporadic launches over 18 months. Easel leads traction with 417 stars, while other named members show no activity signal.
  47. Educational timetable generators18 entriesfirst seen 2026-05-26This cluster consists of web apps that automatically generate timetables and schedules for schools, universities, and instructors, often with constraint handling and export options. Dated entries appear sporadically from May 2025 to July 2026, with no clear trend. Traction leaders ders-programi, ai-timetable, and Smart-Schedule all show zero stars, indicating minimal user activity.
  48. Luxury watch e-commerce platforms18 entriesfirst seen 2026-05-20This cluster comprises web-based platforms for browsing, buying, and managing luxury watches, ranging from customer-facing storefronts to dealer inventory and marketplace sync tools. The dated history shows a single entry in 2017, then a long pause until late 2025 and several entries in early 2026, indicating a recent re-emergence rather than a steady stream. The highest activity signals come from meridian-watch-store, watch-vault, and Tokai-Vintage.
  49. AI real estate assistants18 entriesfirst seen 2026-05-03This cluster consists of AI-powered conversational assistants and chatbots tailored to real estate and property services, covering lead generation, customer support, and transaction guidance. The dated history before the index start is too thin (only 3 entries) to discern a shape, and most members are undated. Traction leaders include julin (10 stars), followed by igit and crystal-view-chatbot (0 stars each).
  50. URL shortening services18 entriesfirst seen 2026-04-28This cluster consists of nine URL shortening web applications that convert long URLs into short links, track click counts, and provide varying levels of link management, including expiration, custom aliases, and JSON APIs. The dated history before the index start is too thin to read a shape from—only three entries exist, so the cluster likely predates the index or many members are undated. The traction leaders, based on activity signals, are ShortyFy (0 stars), flask-url-shortener (0 stars), and url-shortener (1 star).

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.