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WHITESPACE · CLUSTER INDEX · 9,593 CLUSTERS

Clusters

Every group of products the index has found building the same thing. Biggest collisions first, or newest first — all 9,593 of them, 50 to a page.

  1. Drone mission planning and control software28 entriesfirst seen 2018-12-28This cluster comprises software for drone operations, spanning mission planning, flight control, telemetry monitoring, simulation, airspace visualization, and safety compliance. The dated history is thin but shows sporadic entries from 2018 through 2024, a modest increase in early 2025, and a single entry in May 2026. Traction is minimal: DJI-FCC-Unlock-iOS leads with 1 star, while other tracked products have 0 stars.
  2. Cycling and driving GPS apps28 entriesfirst seen 2017-11-16This cluster consists of GPS-based apps for tracking routes, planning trips, and reviewing statistics for cyclists and drivers. Dated entries span from 2012 to 2026 with mostly single monthly additions, suggesting a gradual, irregular accumulation of new products. The traction leaders are tripppp, Cycloconnect, and GPS Explorer, each with zero stars, indicating no engagement yet.
  3. Terminal container management tools28 entriesfirst seen 2017-02-08This cluster comprises terminal-based and lightweight graphical tools for managing local container and virtual-machine environments, covering Docker, Podman, LXC/LXD, and systemd. The dated entries span from 2017 to 2026, with a noticeable increase in the number of new entries from 2024 onward. Among tracked products, colimui leads on traction with 2 stars, while others show minimal or no activity.
  4. Desktop sticky notes apps28 entriesfirst seen 2016-01-11This cluster comprises sticky-note applications for desktops, mobile, and web, focused on quick notes, to-dos, and reminders with features like always-on-top pinning, system tray access, and local storage. Entries appear sporadically from 2013 through early 2026, with a modest uptick in the first half of 2026, though most members have a dated entry only once. Traction leaders are StickyNote4MyLove (3 stars), Xingyu (2 stars), and slipnote (0 stars).
  5. Weather forecast apps and widgets28 entriesfirst seen 2015-09-03The cluster comprises weather apps, desktop widgets, and dashboards for mobile, web, and desktop platforms, covering real-time conditions, hourly and multi-day forecasts, air quality, and climate trend visualizations. The dated entry history is spread thinly across 2015 to 2026, with roughly one product every one to two years and no concentration in any particular period; the undated members further thin the overall picture. Traction leaders are all at zero activity stars (Typhoon, climate-trends-shiny, Flutter_Weather_App), so no product stands out as a clear market leader.
  6. Personalized meal planning apps28 entriesfirst seen 2015-06-15The cluster comprises six apps that generate personalized meal plans and grocery lists from dietary restrictions, allergies, and household preferences. Dated entries span from April 2022 to June 2026, with a long gap after 2022 and most activity concentrated in the first half of 2026. Traction leaders by activity signal are LogFast: Meal Planner, Meal Planner & Grocery List, and Whisk: AI Meal Planner, though all show zero stars.
  7. Smart home control apps28 entriesfirst seen 2015-01-27This cluster consists of mobile apps that discover, control, and monitor home automation systems and smart devices, including lights, cameras, and security features. The dated entry history before the index start spans from 2012 to early 2026 with a sparse, irregular pattern of one new entry per month across widely scattered months, making the timeline's shape too thin to read as a trend. Traction leaders are led by Home Assistant, though all three listed products show zero activity stars, indicating limited engagement signals. Two members have no source date.
  8. Day-by-day travel itinerary planners28 entriesfirst seen 2013-08-12This cluster comprises travel planning applications that build day-by-day itineraries, often with maps, offline access, expense tracking, packing lists, and cross-device syncing. Their dated entries appear sporadically from 2012 through 2015, then a gap until 2022, with a few entries in 2025 and a higher count in mid-2026. The traction leaders are Travel Planner – Trip Way, Trip Planner - Travelize, and Tripwick: Trip Planner, all showing zero stars.
  9. Digital newsstand and magazine apps28 entriesfirst seen 2011-06-16This cluster consists of mobile and tablet apps that let users browse, download, and read digital editions of newspapers, magazines, and periodicals, often with offline access and subscription options. Entries begin in May 2010 and continue through June 2024, with the majority of dated entries concentrated between 2010 and 2014 and only occasional later additions. The traction leaders are Readwhere: E-paper & Magazines, ePresse : presse et magazines, and Cafeyn - News & magazines, each with zero stars in the activity signal.
  10. Mobile translation apps28 entriesfirst seen 2011-02-08This cluster consists of mobile translation apps that convert text, speech, photos, and conversations across many languages, often with offline support and real-time conversation tools. Their dated history before the index start runs from August 2009 to May 2025, showing roughly annual, irregular single entries rather than any concentrated period. The highest-listed traction signals are live-translator, mitklar, and Google Translate, each at 0 stars.
  11. Fashion retail shopping apps28 entriesfirst seen 2009-08-14The cluster consists of mobile shopping apps for browsing and purchasing clothing, footwear, accessories, and sometimes home goods, often spanning multiple brands and categories for men, women, and children. Entries appeared steadily from August 2009 through November 2022, with one or two per month across that span, indicating a long, gradual buildout rather than a concentrated burst. Traction leaders by activity signal are Flipkart, boohoo, and Abercrombie & Fitch, all showing zero stars in the given data.
  12. City-building simulation games28 entriesfirst seen 2009-02-28This cluster comprises city-building simulation games with diverse themes, including fantasy races, medieval settings, utopian genetics, puzzle mechanics, and mobile roleplay. Dated entries before the index start span from 2009 to 2025, appearing roughly annually with a concentration of three in 2019. The top traction signals, all at zero stars, belong to Combolands-Community-2026, urban-architect, and Elvenar - Fantasy Kingdom.
  13. Video download browser extensions28 entriesfirst seen unknownThis cluster covers browser extensions that download videos from various streaming platforms (e.g., Reddit, YouTube-like sites, course platforms, webcams) for offline or private viewing, with some also handling stream merging or external player opening. The cluster's dated history is too thin to read a shape from—only two dated entries exist before the index start, and most members are undated, so the cluster predates the index or its entries lack source dates. Traction leaders by activity signal are bili-mux (54 stars) and douban-movie-assistant (42 stars), while firefox-extension-video-download-helper has 0 stars.
  14. Japanese-English translation tools28 entriesfirst seen unknownThis cluster consists of web, desktop, and Java applications focused on translation between Japanese and English, covering text, audio, video, reading aids, and interface toggling. The cluster's dated history is too thin to read a shape from—only 2 members have source dates before the index start, with 22 undated. Traction signals show no clear leader; the highest-activity members (named 'translator', 'japreader-bin', and 'foreign-language-text-reader-bin') all have 0 stars.
  15. Web search engines and tools28 entriesfirst seen unknownThis cluster consists of web search engines and search tools that let users query indexed content across the web or specific sources, ranging from general-purpose engines to vertical searches for medical, genetic, or design content. The dated history is too thin to read a shape from, as only three dated entries exist before the index start and most members are undated. SourceFusion leads on traction with 3 stars, followed by IR-Search-Engine with 2 stars.
  16. SVG creation and conversion tools28 entriesfirst seen unknownThis cluster comprises web apps, desktop tools, and libraries for creating, converting, optimizing, and integrating SVG graphics, including generators, converters, and component exporters. The dated history is sparse, with six entries scattered from February 2019 to November 2025, showing no discernible trend. Traction among members is minimal, with the highest activity signals at zero stars from themed-svg-studio, Design for Cricut Design Space, and svg-saas-client.
  17. AI poetry generation and editing tools27 entriesfirst seen 2026-09-27The cluster comprises web, mobile, and command-line tools for generating, editing, and exploring poetry, including haiku, sonnets, classical Chinese verse, and personalized odes. Several use AI for generation, while others focus on prosody validation, rhyming dictionaries, and blackout poetry. The dated history before the index start is too thin (only 4 entries) to discern a trend, so the cluster's early growth shape is unclear. Traction leaders based on activity signal are shici, MoodVerse, and Poet Assistant.
  18. AI legal document generators27 entriesfirst seen 2026-09-26The cluster consists of AI-powered web apps that generate editable legal document drafts from user-provided details such as document type, parties, terms, and effective date, with export to common formats. Only four dated entries exist before the index start, so the timeline shape is too thin to read. Traction is led by offshore-competency-forms with one star, while LegalEase and clauseai have zero stars.
  19. Restaurant table reservation apps27 entriesfirst seen 2026-09-03This cluster of 19 products centers on restaurant and café table reservations, including online booking widgets, reservation management, and some event staffing with ordering. The dated history before the index start is too thin to read a shape from, as only 2 dated entries exist, so the cluster's timeline predates the index or is undated. Traction leaders include cheers-booking-hub, Projet-Littlelemon, and mojo-restaurant-, all showing 0 stars.
  20. AI coding agent workbenches27 entriesfirst seen 2026-09-03This cluster comprises desktop workbench applications for managing and running multiple AI coding agents locally, with features like session management, DAG visualization, Git worktree support, and per-project task controls. The dated history is too thin to read a shape from, as only two entries predate the index, leaving the early growth pattern unclear. Magpie leads on traction with 3,198 stars, followed by PiX (188) and bivor (208).
  21. Customer support ticket systems27 entriesfirst seen 2026-09-02This cluster consists of web applications for managing customer support tickets, allowing customers to submit and track requests while agents manage, assign, and resolve them via 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, so it predates the index or its members are undated. Traction leaders include support-ticket-system and ticket-management-system, though they show minimal activity with zero stars.
  22. AI Telegram chat bots27 entriesfirst seen 2026-08-30This cluster consists of Telegram-focused chatbots that automatically reply to user messages with AI-generated text, with some variations such as roasting users, serving memes, or answering domain-specific questions. The cluster's dated history is too thin to read a shape from — only one dated entry exists before the index start in 2026-08, so it predates the index or its members are undated. Traction is led by telegpt with 5 stars, while other members have none.
  23. Central link hub apps27 entriesfirst seen 2026-08-28The cluster consists of web apps that create a central hub for organizing, managing, and navigating saved links and bookmarks. The dated entries before the index start show an irregular pattern of single entries across several months between September 2024 and July 2026, with no clear trend. Appdock leads traction with 1 star, while other members have 0 stars.
  24. Restaurant operations platforms27 entriesfirst seen 2026-08-27The cluster consists of restaurant management and operations platforms that handle menus, orders, reservations, inventory, staff scheduling, analytics, and customer engagement. Their dated history before the index start is thin, with entries appearing sporadically from June 2025 through July 2026 and a modest concentration in early and mid-2026. The traction leaders based on activity signal are clockster, noirtable, and DinePilot, all with zero stars.
  25. News content management platforms27 entriesfirst seen 2026-08-26This cluster consists of web-based news platforms with admin panels for managing articles, user roles, categories, comments, and scheduled publishing. 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 based on activity signal are nebula, alwaei-website, and news, each with 0 stars.
  26. live video broadcasting platforms27 entriesfirst seen 2026-08-24This cluster consists of live streaming platforms and related tools for broadcasting, viewing, and interacting with real-time video content. The dated history, which spans from 2011 to 2026-04, shows an isolated entry in 2011, then a long gap, followed by a sparse trickle of new products from 2019 onward. StarLive leads traction with 156 stars, while the other two named members have negligible activity.
  27. Construction cost estimating tools27 entriesfirst seen 2026-08-20This cluster consists of web tools for creating and managing cost estimates and quotes, primarily for construction and electrical service work. Dated entries appear sporadically from January 2025, with a single entry in June 2025, two in February 2026, and one each in March, April, and May 2026, showing a thin but steady trickle of new products. Well-Costing leads on traction with 1 star, while de-quota-workbench and PreJust have 0 stars.
  28. Website redesign and recreation apps27 entriesfirst seen 2026-08-19These products focus on redesigning, recreating, or modernizing existing websites and online presences, often with new branding, templates, or content management. The cluster's dated history is too thin to read a shape from — it predates the index or its members are undated. Traction leaders by activity signal are vivid-site-blossom, jetflo-v1, and projects, all with 0 stars.
  29. Private link-based chat rooms27 entriesfirst seen 2026-08-17This cluster consists of web apps that create private, anonymous two-person chat rooms accessible via shared links or short codes, enabling real-time messaging without accounts. The dated entry history before the index start includes only three entries, too few to discern a timeline shape. Traction leaders based on activity signal are Chatting_Website, GT-Chat, and Mr_Mr-s_, each with 0 stars.
  30. School-parent communication apps27 entriesfirst seen 2026-08-14This cluster consists of mobile apps focused on school-parent communication, student tracking, and educational support for parents and students. The dated history is thin, with only six single-entry months (2015-10, 2016-11, 2019-05, 2019-07, 2022-02, 2026-05) spread irregularly across a decade, showing no clear shape. All members have zero stars on activity, with fcpe-freres-lumieres-mobile leading the traction signal, followed by onetizim and parent-student-app.
  31. Telegram business and lead bots27 entriesfirst seen 2026-08-14These are Telegram bots that handle business functions such as advertiser-creator matching, referral tracking, feedback collection, and customer service with lead capture. The cluster's dated history is too thin to read a shape from, as only two dated entries exist before the index start. Traction is led by telegram-bot-manager with 1 star, while the others have 0 stars.
  32. Local dev service managers27 entriesfirst seen 2026-08-13This cluster comprises desktop and macOS apps that start, stop, monitor, and visualize local development services, including containers, logs, ports, and run configurations. The pre-index dated history is sparse—one entry in 2021, one in late 2025, and three in mid-2026—offering no clear pattern. Among these dated members, amp-auto-runner leads with 5 stars, while avenil and lazylaunchd each hold 1 star.
  33. Mac fan control apps27 entriesfirst seen 2026-08-12This cluster consists of macOS utilities that monitor system temperatures and fan speeds, and typically let users adjust fan curves or set fixed RPMs, often via the menu bar, on Apple Silicon Macs. The cluster's dated history is too thin to read a shape from—only 0 dated entries exist before the index start, so it predates the index or its members are undated. Traction leaders are macvitals, fansctl, and redline based on activity signals.
  34. Game cheat trainers27 entriesfirst seen 2026-08-11The cluster consists of game trainer applications that provide cheats, god modes, and gameplay modifications for specific video game titles. The cluster's dated history is too thin to read a shape from; it predates the index or its members are undated. Traction is led by STS2-Ascension-Forge, Pax-Autocratica-Overlord-Console, and Paralives-Tweaks-Studio, each with 55 stars.
  35. AI novel writing desktop apps27 entriesfirst seen 2026-07-26This cluster comprises desktop applications that use AI to assist novelists with drafting, planning, organizing, and developing long-form fiction. The cluster's dated history is too thin to read a shape from—only two dated entries exist before the index start, indicating the cluster predates the index or its members are undated. Traction is led by easy-writing with 442 stars, followed by Closure with 14 stars and nov-manager with 8 stars.
  36. AI React app builders27 entriesfirst seen 2026-06-10This cluster consists of AI-powered tools that generate React applications from natural language descriptions, typically offering live preview, editing, and chat-based iteration. The dated entry history before the index shows sparse activity in early 2025, followed by a gradual increase through late 2025 and a concentration of entries in June and July 2026. Among these, buildt leads on traction with 3 stars, while AgentixAi and Cauldron have 0 stars each.
  37. AI pricing and sales intelligence tools27 entriesfirst seen 2026-06-10This cluster comprises AI-powered tools for pricing optimization, sales intelligence, market analysis, and product valuation, serving sellers, resellers, and B2B teams. Dated entries appear sporadically from January 2025 through June 2026, with the most in a single month being two in June 2026, though most members lack source dates. The only traction leader is bridgecn-ai-workspace with a 5-star activity signal, while other named products show no activity.
  38. AI help desk ticketing27 entriesfirst seen 2026-06-01This cluster of 14 products applies AI to help desk and support ticketing, covering triage, categorization, prioritization, and reply drafting for both internal IT and external customer support. The dated history is too thin to read a shape from, since only 4 entries predate the index start and no clear trend can be discerned from them. Traction leaders by activity signal are ai_problem_solver, devrev-support-portal-prototype, and Itrix, though all show zero stars.
  39. General AI chat assistants27 entriesfirst seen 2026-05-06This cluster consists of AI chat applications that enable users to hold text conversations with an AI assistant. Dated entry counts before the index start fluctuated between 1 and 3 per month from February 2025 to May 2026, showing no clear upward or downward trend. All traction leaders (AIVerse, insightful-ai-chat-main, Korus_AI) have 0 stars, indicating minimal engagement. Many members lack source dates, so the cluster's dated history is limited.
  40. Payroll and salary management apps27 entriesfirst seen 2026-05-01This cluster comprises web applications for payroll processing, employee compensation management, and payslip generation, often tailored to specific business types or regions. Before the index started, there were 5 dated entries, with the earliest in February 2026 and occasional additions in May and July, but the sparse distribution leaves the timeline shape unclear. The traction leader is Payroll_Management_FlutterWeb with 1 star, while other dated members have 0 stars.
  41. AI code review tools27 entriesfirst seen 2026-04-08This cluster consists of AI-powered code review tools that automate feedback, quality checks, and security auditing for development teams. Their dated history before the index start shows sporadic entries from mid-2025 through mid-2026, with a minor concentration in April-May 2026, though the overall timeline is thin. Checkyourself leads traction with a 5-star activity signal, followed by devos-nexus atằ3 stars and phyll atằ1 star.
  42. Recipe and meal planning apps27 entriesfirst seen 2026-03-30This cluster consists of recipe management and meal planning apps that focus on saving recipes from web, social media, and photos, organizing them, generating shopping lists, and offering features like scaling, timers, and AI assistance. The dated history shows isolated entries in 2008 and 2012, a long gap until 2021, and then a gradual increase in frequency from 2025 through mid-2026. The traction leaders—Stravnyk - Recipe Manager, CuadernoCulinario, and openCook—each have zero stars, indicating negligible user traction so far.
  43. Software and API key management27 entriesfirst seen 2026-03-29This cluster comprises dashboard-style tools for generating, validating, and managing software license keys and API keys, including device binding, expiration, and rate limiting. The dated history is too thin to read a shape from, with only 3 entries dated before the index start and 1 member undated. Traction is led by key-switch (54 stars), with Keyping (11 stars) and key-creator-dashboard (0 stars) following.
  44. Self-hosted observability platforms27 entriesfirst seen 2026-03-20The cluster consists of self-hosted observability platforms, ranging from general-purpose metrics/logs/traces monitoring to AI-specialized incident diagnostics and security event unification. The dated history before the index start shows a steady one-entry-per-month cadence from December 2025 through May 2026, so the cluster's entry timeline is a consistent monthly flow over that period. On traction, hooktrace leads with 3 stars, followed by observability (2 stars) and continuum-community (1 star).
  45. AI job interview simulators27 entriesfirst seen 2026-02-07This cluster consists of AI-powered platforms that simulate job interviews and provide automated feedback for candidates, with some incorporating gamification, voice analysis, or human interviewer marketplaces. The dated history before the index begins shows five entries spread thinly from February 2025 through April 2026, indicating sporadic early releases rather than a clear growth pattern. InterviewMinds leads on traction with 7 stars, while other dated members have minimal or no star counts.
  46. Desktop sleep prevention utilities27 entriesfirst seen 2026-01-21This cluster comprises desktop utilities that manage system idle and sleep behavior—preventing sleep, simulating activity, scheduling shutdowns, and adjusting screen dimming. The dated history is sparse, with a single entry in 2020 and then a cluster of entries in early 2026, suggesting sporadic development rather than a consistent trend. Traction leaders are keepawake, AI-Task-Keeper, and stayawake, each with 0 stars, indicating minimal user activity.
  47. Hidden word clue guessing games27 entriesfirst seen 2026-01-05This cluster consists of word-guessing puzzle games where players deduce a hidden word from limited clues. The dated entry history shows sparse entries in 2013 and 2019-2020, followed by more frequent activity from 2022 through mid-2026, with multiple entries in single months in 2022 and 2024. The traction leaders—Crackword: Word Duel, Hot & Cold: Word Challenge, and Qwen3.8-flash-next-wordle-clone—each have 0 stars, indicating little differentiation in user activity so far.
  48. Professional networking and contact tracking27 entriesfirst seen 2025-11-24This cluster comprises web apps for building professional networks, managing contacts, and tracking career relationships, with some tailored for sales or IT professionals. The dated history is too thin to read a shape from — it predates the index or its members are undated. Traction leaders are discovery-tool with 1 star, followed by module7-MOU and connectioncompass with 0 stars each.
  49. Startup-investor matchmaking platforms27 entriesfirst seen 2025-11-21This cluster comprises 17 products that connect startups with investors for fundraising, spanning matchmaking marketplaces, SAFE agreement document generation, and full-stack collaboration tools. The dated history before the index start is sparse, with one entry per month across six months from April 2025 to May 2026, showing a slow, steady trickle rather than a concentrated launch pattern. Traction is minimal: the leading product 'startup-zone' has one star of activity, while 'nexus' and 'dream-origin-platform' each have zero stars.
  50. Basketball analytics and prediction apps27 entriesfirst seen 2025-11-07This cluster consists of web apps focused on basketball analytics, including advanced player metrics, game predictions, fantasy insights, betting assistance, and trivia. The dated history is too thin to read a shape from, with only four dated entries before the index start. Traction leaders are DoYouHaveBallKnowledge-, MatchDay-AI, and py-basketball, each with 0 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.