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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. Turn-based civilization strategy games16 entriesfirst seen 2011-11-11A cluster of 11 turn-based strategy games focused on empire-building, resource management, diplomacy, and conquest, spanning settings from ancient tribes to space. The 10 dated entries before the index start are spread sparsely from 2011-11 to 2026-07, including a pair in 2026-07, but the overall shape is thin and irregular. Traction leaders are Unciv, Warnament Grand Strategy, and Freeciv gtk+-3.22 client, each with 0 stars on their activity signal.
  2. Interactive children's storybook apps16 entriesfirst seen 2010-11-19This cluster comprises mobile apps offering interactive storybooks for young children, featuring read-along narration, animations, and educational activities to support early reading. Dated entries span from November 2010 to February 2022, with a sparse and steady appearance of roughly one entry per year, occasionally two in a single yearm. Traction leaders among the known members are 悟空识字-儿童识字启蒙, Dr. Seuss Treasury Kids Books, and Vooks: Read-Aloud Kids' Books, each currently showing 0 stars on the activity signal.
  3. Tax-inclusive price calculators16 entriesfirst seen 2010-11-19This cluster consists of tax-inclusive price calculators covering sales tax, VAT, GST, and related computations for various regions, often with reverse-calculation or discount features. Dated entries span from November 2010 to July 2025, appearing sporadically with a long pause between mid-2016 and mid-2021 followed by a few recent additions. The traction leaders, calk-au-widgets, Discount Calculator Saver Calc, and Sales Tax Calculator >, all show zero stars.
  4. Local news streaming apps16 entriesfirst seen 2010-11-13This cluster consists of mobile and TV apps that stream live local and national newscasts, deliver breaking news alerts, and provide weather forecasts and radar, often with customizable or personalized feeds. The dated entries spread thinly from 2009-09 through 2023-05, with at most two entries per month and long gaps, so no clear growth shape can be read from the pre-index timeline. The traction leaders among members are FOX LOCAL: Live News & Weather, Local News & Weather: Haystack, and Denver News from 9News, all showing a 0-star activity signal.
  5. Video processing and metadata utilities16 entriesfirst seen 2010-05-22The cluster consists of tools for video and audio file processing, including metadata extraction, scene detection, transcoding, and format conversion, spanning R, Python, Perl, and command-line utilities. The pre-index creation history shows a sparse, irregular series of individual entries across a 15-year period from 2010-05 to ​2026-07, with no discernible pattern or concentration. PromptClip-Skill leads on traction with 10 stars, while the other two named entries, scenecut-extractor and python-anitomy-ng-bin, have ​0 stars each.
  6. Investing news and market data apps16 entriesfirst seen 2009-11-02This cluster consists of business and finance news apps that deliver real-time market data, stock quotes, watchlists, and audio or video content for investors. The dated entries stretch from November 2009 to December 2025, with a steady pattern of one or two new sources per year, indicating consistent but sparse additions over time. Traction leaders are Finimize, Business Insider, and Barron's, each with an activity signal of zero stars.
  7. E-book readers with format support16 entriesfirst seen 2009-07-31This cluster consists of e-book reader apps supporting formats like EPUB, CHM, and PDF, with features such as typography customization, full-text search, offline reading, themes, text-to-speech, annotation, and file management. Their entry timeline before the index shows a sparse, irregular pattern from 2009 through 2026, with single entries in most months and gaps of several years. Traction leaders, all at 2 stars, are MingScribe, eupb-read, and inkweave.
  8. Airline booking and trip apps16 entriesfirst seen 2008-12-08This cluster consists of airline mobile apps focused on booking flights, check-in, trip/reservation management, and real-time flight status updates, with some also covering baggage, boarding passes, loyalty benefits, seat selection, and destination guides. Dated entries before the index start are sparse and irregular: most appear between 2008 and 2012, followed by isolated entries in 2017, 2020, 2021, 2024, and 2026. On the listed activity signal, Air Canada + Aeroplan ranks first, ahead of amirahdzulhelmy and KLM - Book a flight.
  9. Web-based trivia games16 entriesfirst seen unknownThis cluster consists of simple web-based trivia games where players answer questions to score points, with some specifying multiple-choice format. The dated history is too thin to read a shape from—only 4 dated entries predate the index start (2026-08-11), so the cluster predates the index or has undated members; 7 members have no source date. Traction leaders by activity signal are wanna-know-something, ProjetoQuizGame, and trivia-nights-final, each with 0 stars.
  10. Web-based music players16 entriesfirst seen unknownThis cluster consists of web-based music and audio player applications, ranging from basic playback to specializations like classical music, waveform displays, and dual-song playback. Their dated entries before the index start appear only sporadically, with single products in 2013, 2018, 2022, 2024, and 2025, plus two in 2026 (April and June). The traction leaders—systema, dualmusic, and classfi—each have 0 stars, indicating minimal user activity.
  11. Energy savings calculators16 entriesfirst seen unknownThis cluster is made of web calculators that estimate household energy costs, savings from renewable or dynamic tariffs, and equipment sizing for solar and heat pumps. Only one dated entry exists before the index start, and nine members have no source date, so the cluster's dated history is too thin to read a shape from — it predates the index or its members are undated. All traction leaders are at zero stars, so no member stands out on activity.
  12. Fish care calculators16 entriesfirst seen unknownThis cluster comprises 16 web-based calculators that estimate fish-related metrics such as oxygen respiration, dissolved oxygen needs, feeding amounts, and safe stocking density for aquariums and aquaculture ponds. The dated history is too thin to read a shape from — it predates the index or its members are undated. Traction leaders are 'Fish Oxygen Calculator' (0 stars), 'Fish Oxygen Calculator' (0 stars), and 'Fish Respiration Calculator' (0 stars), though all show zero stars.
  13. Dealership vehicle sales websites16 entriesfirst seen unknownThis cluster comprises websites for car and light-vehicle dealerships that list new and used stock, often including financing, servicing, parts, and buyer-contact features. The dated history is too thin to read a shape from, as only 0 dated entries exist before the index start, so the cluster predates the index or its members are undated. Traction leaders based on activity signal are DARB-AutoCare-Website, Atteviks (Swedish multi-brand dealer), and AJM Leisure Caravans.
  14. Playful 3D city web apps16 entriesfirst seen unknownThis cluster consists of web applications that provide interactive 3D city visualizations, often with a cartoon aesthetic for playful exploration. The cluster's dated history is too thin to read a shape from, with only a single dated entry before the index start and many members lacking source dates. Circuit-Board-City leads on traction with 5 stars, while other named members show no traction.
  15. Weather forecast apps16 entriesfirst seen unknownThis cluster consists of weather apps that display current conditions and forecasts for a user's or user-selected location. Dated entries appear sporadically from 2012, with a concentration in 2025-2026. ISOBAR leads on traction with 3 stars, followed by sun-sky-report (2 stars) and Your local weather (0 stars).
  16. Fruit merge puzzle games16 entriesfirst seen unknownThis cluster comprises casual puzzle games in which players drop fruit onto a board and merge identical fruits to grow them into larger, higher-scoring ones. With only two dated entries before the index start, the cluster's dated history is too thin to read a shape from, indicating it predates the index or has mostly undated members. Fruit Merge™: Match Game, Fruity Game, and 合成大西瓜 lead on traction, each with zero stars as the highest activity signals.
  17. AI prompt guessing games16 entriesfirst seen unknownThis cluster comprises browser-based games where players guess or match the AI prompt behind a given output, testing intuition about prompt engineering and AI literacy. The cluster's dated history is too thin to read a shape from: only one pre-index entry is dated, and six members have no source date. Traction leaders by activity signal are Deduction, Reprompt — guess the prompt, and Matching Game, though each shows 0 stars.
  18. Local event discovery platforms16 entriesfirst seen unknownThis cluster centers on platforms for discovering and booking local events, spanning concerts, gigs, and cultural activities. With only two dated entries before the index start, its dated history is too thin to read a shape from, suggesting most members predate the index or lack source dates. Traction leaders, all with zero stars, include gig-finder, Claude---the-yaadie-xplorer, and xito-Events-real-app.
  19. Current weather and daily forecast apps16 entriesfirst seen unknownThese products are weather applications that report current conditions and a daily forecast for a user-selected city. The cluster's dated history before the index start includes only two entries, so the timeline shape is too thin to discern; it likely predates the index or has many undated members. Among traction leaders, WeatherApp-iOS, weather-app, and Weather-App-Clone show activity signals, though all currently have zero stars.
  20. Car customization configurators16 entriesfirst seen unknownThis cluster comprises web applications that let users configure or customize car models, with options like body panels, wraps, and finishes, often with 3D previews. The cluster's dated history is too thin to read a shape from, as only one dated entry exists before the index start. Traction leaders include Cyber-track, BMW-3D-Experience, and Formacar: Buy Car & Customize, each at 0 stars.
  21. Self-hosted personal cloud platforms15 entriesfirst seen 2026-10-10This cluster comprises self-hosted applications for personal and enterprise data management, including file storage, calendars, contacts, communication, backup, and deployment. The cluster's dated history is too thin to read a shape from, as only four dated entries exist before the index start. The clear traction leader is raycast-homelab with 15 stars, while other dated members have no stars.
  22. Error and performance monitoring platforms15 entriesfirst seen 2026-10-09This cluster consists of error tracking and performance monitoring platforms that help developers detect, diagnose, and fix application issues. The cluster's dated history is too thin to read a shape from, as there are no entries before the index start, indicating it predates the index or its members are undated. The traction leaders by activity signal are three Sentry-related entries, each reporting zero stars.
  23. AI penetration testing platforms15 entriesfirst seen 2026-10-08This cluster comprises AI-driven penetration testing platforms that autonomously scan assets, run security tests, and surface findings for human review and approval. The dated history is too thin to read a shape from, as only one dated entry exists before the index start. Among members with traction signals, ARTEX leads with 2,532 stars, followed by another ARTEX listing at 450 stars and ARTEX-main at 92 stars.
  24. Hangman-style word games15 entriesfirst seen 2026-10-03This cluster consists of web and mobile word games centered on guessing letters to solve hidden words or phrases, with a few variations like word-search, anagram, and falling-letter mechanics. The dated entry history before the index start has only two entries, too thin to read a shape from, so the cluster likely predates the index or its members are undated. Activity signal leaders are flutter-hangman-beta, word-bomb-game, and wordhunt-quest, each with 0 stars.
  25. Football scores and news apps15 entriesfirst seen 2026-09-30This cluster consists of mobile apps for football fans to track schedules, scores, and news, with one focusing on college football and another adding personalized news and favorites. The dated history is too thin to read a shape from, as only three dated entries exist before the index start. The traction leaders are cfb-gameday-board, FUTLIVE, and fourthdown-ai, each showing 0 stars.
  26. Racing outcome prediction apps15 entriesfirst seen 2026-09-28This cluster comprises web apps that predict outcomes for greyhound, horse, and boat races, often using historical data, AI, or analytics to forecast winners. Its dated history is too thin to read a shape from—only two entries predate the index start, and seven members have no source date. The leading members by activity signal are GRTV, boatrace-predictor, and UMAAJI Analyzer, each with zero stars.
  27. AI incident response agents15 entriesfirst seen 2026-09-27This cluster consists of AI agents that assist engineering teams with production incident response by recalling past incidents and resolutions to provide context-aware root cause analysis and remediation suggestions. The dated history before the index start is too thin to discern a trend, with only one dated entry, so the cluster's shape is unclear. Traction leaders include IncidentMind with the highest activity, followed by barq-sprints-agentic-incident-resolution-platform-g2 and Epistemicops.
  28. Local AI model monitoring dashboards15 entriesfirst seen 2026-09-26These products are desktop or local web dashboards that inventory and monitor on-machine resources—repositories, ports, API keys, network traffic, system load, AI models, hardware, and servers—while helping users manage storage, cleanup, and security locally. The cluster's dated history is too thin to read a shape from—it predates the index or its members are undated. On traction, spark-scope leads with 17 stars, followed by secaiq-watch at 5 and open-workbench at 2.
  29. AI annual report assistants15 entriesfirst seen 2026-09-25This cluster consists of AI assistants that answer questions about annual reports and SEC filings, providing page-level citations and calculating financial figures. The dated history before the index is too thin to read a shape from, as only 0 dated entries exist. Traction leader is finsight-rag with 1 star, while the others have none.
  30. Open-source scheduling platforms15 entriesfirst seen 2026-09-24This cluster consists of open-source scheduling tools for sharing availability and booking meetings. With only four dated entries before the index start and three undated members, the dated history is too thin to read a shape from. Among traction leaders, 'punctual' leads with 107 stars, while two related pull-request entries show zero stars.
  31. Telegram LinkedIn posting bots15 entriesfirst seen 2026-09-22This cluster consists of Telegram bots that turn raw notes into polished LinkedIn posts, often preserving the user's writing voice, with some adding features like job scanning or relevance scoring. 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 its members are undated. On traction, the leader is linkedin-job-bot with 1 star, while other members have 0 stars.
  32. Luxury brand online storefronts15 entriesfirst seen 2026-09-21This cluster consists of online storefronts for luxury brands, focused on showcasing products and enabling purchases. The cluster's dated history is too thin to read a shape from -- it predates the index or its members are undated. Traction leaders include atelier-store and clothing-business, both with 0 stars each.
  33. Multi-agent AI coding workspaces15 entriesfirst seen 2026-09-20This cluster consists of desktop workspaces and IDEs that run multiple AI coding agents concurrently, providing shared or per-project environments with editors, terminals, and previews. The dated history is too thin to read a shape from—only one entry predates the index start, so the cluster's trajectory cannot be assessed. On traction, bettercode leads with 74 stars, followed by strado at 21 and gravity at 19.
  34. Reading & writing practice apps15 entriesfirst seen 2026-09-20This cluster consists of web apps that provide reading comprehension and writing practice exercises for students and language learners. The dated entries before the index start show a sparse timeline: one entry each in 2025-05, 2025-12, and 2026-06, with two in 2025-10, totaling five. Traction leaders, all with 0 stars, are 20260919, kids-write-bright, and freereadingtracker.com, in that order.
  35. AI voiceover video tools15 entriesfirst seen 2026-09-18This cluster consists of web apps that generate AI voiceovers for uploaded videos, convert speech or audio into narrated video content, or create narration scripts that are converted to speech and auto-edited into finished clips. The dated history before the index start is thin: five entries spread across 2025-06, 2025-10, 2025-12, and 2026-07, showing no clear trend. ElevenLabs: AI Voice Generator leads on traction among the listed members.
  36. Geospatial carbon & biodiversity project management platforms15 entriesfirst seen 2026-09-17This cluster consists of geospatial web platforms for managing carbon and biodiversity projects, allowing administrators to draw site boundaries on maps and review time-series performance metrics. The dated history before the index start is too thin to read a shape from, as there are no dated entries in that period. Traction among members is led by CanopySense with 6 activity stars, followed by Praaanvayu-Analytics with 2 stars, and -darukaa-earth with 0 stars.
  37. Step-by-step guided instruction tools15 entriesfirst seen 2026-09-17This cluster comprises web apps and tools that guide users through sequential processes, including tutorials, onboarding tours, request wizards, DIY project guides, and creative idea development. The cluster's dated history is too thin to read a shape from—only four pre-index entries exist, so it predates the index or its members are undated. On traction, intent-form-flow leads with five activity stars, while other members show no significant activity signal.
  38. Local-first note-taking apps15 entriesfirst seen 2026-09-17This cluster comprises local-first note-taking applications that emphasize offline storage, full-text search, block editors, and optional sync or encryption. The cluster's dated history is too thin to read a shape from — it predates the index or its members are undated. Traction leaders are Jotrail (4 stars), followed by BlockNotes and suibi-github (1 star each).
  39. AI tutoring and lesson planning platforms15 entriesfirst seen 2026-09-16This cluster consists of AI tutors that plan lessons, quiz students, evaluate answers, and report learning gaps. The cluster's dated history is too thin to read a shape from—only two dated entries precede the index start, so it predates the index or its members are undated. Among the traction leaders, adhd-study-coach leads with 73 stars, followed by xiao-jiang-tai-coach (14 stars) and knowledge-dance (5 stars).
  40. Browser-based data cleaning tools15 entriesfirst seen 2026-09-16The cluster is a set of browser-based tools for cleaning, validating, converting, and profiling CSV and JSON data locally without uploading files. Its dated history before the index is too thin to read a shape from: only two dated entries exist, so the cluster either predates the index or most members are undated. On traction, jira-puller leads with 0 stars, followed by ericaqa-api-runner and microapp-factory, also at 0 stars.
  41. Facial emotion detection apps15 entriesfirst seen 2026-09-13This cluster consists of web applications that analyze uploaded photos or live webcam feeds to detect facial expressions, label the visible emotion, and display confidence scores. The dated history before the index start is too thin (only 3 dated entries) to read a shape from, so the cluster predates the index or its members are undated. Traction is led by liveness-stream with 3 stars, while Stress-Detection-using-ML-and-Image-Processing-Techniques and emotion-detection-system each have 0 stars.
  42. Non-custodial crypto payment plugins15 entriesfirst seen 2026-09-12This cluster consists of payment plugins that enable various platforms—such as membership sites, form builders, e-commerce, and billing systems—to accept cryptocurrency and stablecoin payments directly into the merchant's own wallet without custodial intermediaries. The dated history is too thin to read a timeline shape from—only two pre-index entries exist, so the cluster likely predates the index or many members are undated. Among traction leaders, adamant-payment stands out with 91 stars, while other named members show none.
  43. Smart LED lighting control apps15 entriesfirst seen 2026-09-12This cluster consists of apps that control smart LED lights, enabling color changes, brightness adjustments, and effects like music sync or scheduling. The dated history before the index start is too thin to read a shape from, with only three dated entries, so it predates the index or members are undated. On traction, GlowControl leads with 0 stars, followed by home-ios-glow and Corluma, also at 0 stars.
  44. AI trip itinerary generators15 entriesfirst seen 2026-09-12This cluster consists of web apps that generate day-by-day travel itineraries from a destination, budget, and trip length, often including maps, restaurant picks, hotel options, weather, and exportable schedules. Dated entries before the index start trickle in slowly from August 2025 to June 2026, with at most two entries in any month, showing no clear trend. On traction, voyagr leads with 1 star, while MMT-2025 and tripcopilot each have 0 stars.
  45. Local semantic desktop search15 entriesfirst seen 2026-09-11This cluster consists of desktop applications that index local files, code, and notes to answer natural-language questions with traceable citations, with a strong emphasis on privacy and on-device processing. The dated history is too thin to read a shape from — only one entry predates the index start — so the cluster likely predates the index or its members are mostly undated. Among the named traction leaders, unbury shows the strongest activity signal with 3 stars, ahead of local-file-rag and langolier at 2 stars each.
  46. macOS web browsers15 entriesfirst seen 2026-09-10This cluster consists of native macOS web browsers that emphasize tab organization, profiles, and session management, with some offering split panes or keyboard-driven automation. The dated history before the index start is too thin to read a shape from—it has only 0 dated entries, meaning the cluster either predates the index or its members are undated. Among traction leaders, tiller leads with 28 stars, followed by bmux (7 stars) and linen-browser (6 stars).
  47. OBS chat overlay and audio tools15 entriesfirst seen 2026-09-10This cluster consists of OBS Studio tools that aggregate chat from Twitch, Kick, and YouTube into overlays or docks, often paired with features like text-to-speech, audio monitoring, or music playback. The dated history is too thin to read a shape from—only three dated entries exist before the index start, so no trend is discernible. Among the few traction leaders, ixc-chatbox and obs-video-trigger each hold 1 star, while hominka has 0.
  48. Furniture layout and space planning15 entriesfirst seen 2026-09-10This cluster consists of web applications for arranging furniture within floor plans, checking fit, and saving or exporting layouts to support interior space planning. The dated history is too thin to read a shape from, as only four dated entries exist before the index start, predating the index or with members undated. All traction leaders show zero stars, with home-planner, mapadequartos, and room_measure tied.
  49. macOS fan control utilities15 entriesfirst seen 2026-09-09The cluster consists of macOS utilities that monitor system temperatures and control fan speeds, typically via a menu bar or command line, on Apple Silicon Macs, offering manual, automatic, and curve-based modes. The dated history is too thin to read a shape from—it predates the index or its members are undated. Traction leaders are celsius with 3 stars, while macfanoptimizer and fansctl each have 1 star.
  50. Multi-repo Git desktop managers15 entriesfirst seen 2026-09-08This cluster consists of desktop apps that consolidate multiple local Git repositories into a single workspace for monitoring, staging, committing, pushing, and running batch commands. The cluster's dated history is too thin to read a shape from -- it predates the index or its members are undated, with only 2 dated entries before the index start. Among tracked members, flow-x leads on activity signal (2 stars),, followed by Exectron ((1 stars) and git-sentinel(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.