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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. Animated AI voice companions20 entriesfirst seen 2023-12-21This cluster consists of AI companion apps featuring animated avatars and voice interactions, spanning mobile and desktop platforms. Entry counts before the index start were low and irregular through 2023-2025, then increased in mid-2026 with three entries in May and two each in June and July. On traction, dsh-voice-ai-girlfriend leads with 73 stars, while LiraOS has 11 and voice-animated-pal has 0.
  2. Sleep tracking with audio20 entriesfirst seen 2023-05-09This cluster comprises sleep-tracking apps that record sleep stages, snoring, and night sounds, and typically include smart alarms plus relaxation audio such as white noise or sleep stories. Dated entries are sporadic, appearing from May 2023 to June 2026 with pairs in May 2023 and December 2025 and singles in between, showing no clear trend. The traction leaders are Snore Timeline, Schlummer, and Sleep Pilot, all with 0 stars, indicating early-stage products.
  3. WeChat chat history tools20 entriesfirst seen 2023-03-21This cluster comprises local-first desktop and macOS tools that archive, export, migrate, and summarize WeChat chat histories, often to free phone storage or enable searchable personal memories. The dated history is too thin to read a shape from—only two entries predate the index, so the cluster's evolution is unclear. Traction is led by WeChatBridge (396 stars), wechat-ai-memory (138 stars), and wechat-local-viewer (134 stars).
  4. Desktop image crop and edit tools20 entriesfirst seen 2023-02-24This cluster consists of desktop-focused image editors that emphasize cropping, resizing, rotating, and basic adjustments, often with local/offline processing. Six dated entries appear sporadically from March 2022 to June 2026, with no clear trend. All traction leaders (Cutaway, Photoflare, snipico2) show zero stars, indicating minimal user engagement.
  5. Terminal emulator applications20 entriesfirst seen 2022-12-10This cluster comprises terminal emulators, many emphasizing customization, scripting, and developer workflows. Dated entries appear sporadically from 2008 through mid-2026, with a slight concentration in early 2026. Glyph leads with 5 stars; other members have 0–1 stars.
  6. AI humor and joke generators20 entriesfirst seen 2022-10-17This cluster consists of 18 similar products that use AI to generate humorous content, from jokes and comebacks to pranks, parody songs, and meme-style commentary across web, mobile, and assistant platforms. The dated history before the index is sparse, with a single entry in 2017-03 and 2022-10, then several entries in 2025-06, 2025-09, 2026-02, 2026-03, and 2026-06, showing a modest recent uptick rather than a clear shape. The traction leader is wanjiqi-meme with 13 stars, while chudplayer and Parrot: AI Video & Photo have 0 stars.
  7. Visual image comparison tools20 entriesfirst seen 2022-08-21This cluster consists of web, desktop, and mobile tools for comparing images visually, using side-by-side views, overlays, sliders, and automated difference detection, sometimes with natural-language explanations. Pre-index dated entries are sparse: one in 2022, three in 2025 (May, June, August), and one in 2026, too thin to reveal a clear trajectory. Traction leaders, all with zero stars, include SpotTheDifference, AI-Based-Duplicate-Image-Detection, and Image Compare.
  8. Desktop calendar apps20 entriesfirst seen 2022-05-01This cluster consists of desktop calendar applications, predominantly for Linux, that handle event viewing, syncing with services like Google and CalDAV, reminders, and specialized layouts such as Gantt or lunar phases. The dated history shows single entries scattered across 2016, 2018, 2021, 2022, 2023, and 2025, then a slightly higher frequency in 2026 with multiple entries in some months. Traction is uniformly low, with the leading members shadowdate, DankCalendar, and Kairos each showing 0 stars.
  9. Obsidian tooling and sync20 entriesfirst seen 2021-10-14This cluster consists of desktop apps, plugins, and command-line tools that extend, migrate, or sync Obsidian vaults with external systems such as Claude AI, Linkwarden, Google Calendar, and org-roam. The dated history is too thin to read a shape from—only 3 entries predate the index start. Among these, claude-gui leads on traction with a 2-star activity count.
  10. Social reading apps20 entriesfirst seen 2021-04-14Social reading apps that combine book tracking, personalized recommendations, and social features such as friend networks, reviews, and book clubs. Entries were sporadic from 2014 through 2025, then increased in frequency in early 2026, with the highest monthly count of four in June 2026. Traction is led by bookwithyou with 7 stars; the other two named products have no stars.
  11. Mobile habit tracking apps20 entriesfirst seen 2020-11-24This cluster consists of mobile habit trackers that help users create routines, check off tasks, and monitor progress via streaks, reminders, and statistics. Dated entries appear sporadically from December 2018 to June 2026 with long gaps, so no clear growth pattern is discernible. The top activity signals are AnyHabit-Mobile-App, Tickdroid, and Rota, each with zero stars, indicating minimal public traction.
  12. Serialized fiction publishing platforms20 entriesfirst seen 2020-10-19This cluster comprises platforms for publishing, discovering, and monetizing serialized fiction by independent authors, spanning short stories, EPUB books, and chapter-based sales with readership tracking or reader influence features. The dated history is too thin to read a shape from--only one entry predates the index startand most members are undated. On traction, livrodinamico, NovelLatam, and readful lead with equal activity signals(0 stars each).
  13. Field inspection mobile apps20 entriesfirst seen 2020-08-04This cluster centers on mobile applications that digitize industrial and field inspection workflows, enabling offline data collection, report generation, and digital sign-off. The pre-index entry timeline is sparse, with single entries in Aug 2020, Dec 2021, Mar 2022, then a gap until Nov 2025, followed by entries in Mar and Jul 2026. Traction leader is QA-Mobile-Apps with 1 star, followed by Inspection Project Manager and SolarGrade 2.0 with 0 stars each.
  14. Real-time public transit apps20 entriesfirst seen 2020-02-04A cluster of mobile, web, and terminal apps providing real-time departure/arrival times, trip planning, and service alerts for public transit networks across European cities(Paris, Vienna, Turin, Stockholm, Germany, UK, etc. The documented creation timeline is sparse: a single entry in2014, a five-year gap, then sporadic entries from late2019 through early2026, often single per year(or two in early2020. Traction leaders–AmSprung, KTrip, and BusTO–are identified by activity signal, though all currently have zero stars.
  15. Fishing companion apps20 entriesfirst seen 2019-12-24This cluster comprises mobile and web apps serving anglers with tools for logging catches, species identification, condition forecasts, spot discovery, and booking guided trips, along with one community-science app for reporting invasive fish sightings. The cluster's dated history is too thin to read a shape from—only four dated entries exist, all from before the index start, and five members have no source date at all. Traction leadership is minimal, with Fih_Dar highest at 1 star, followed by AlexFisherApp and diario-de-pesca at 0 stars.
  16. AI text adventure RPGs20 entriesfirst seen 2019-12-17This cluster consists of 27 text-based adventure and role-playing games that use AI to generate or adapt stories based on player choices. Dated entries before the index start are sparse and irregular, typically one or two per month across scattered years, showing no clear trend. The leading product by activity signal is dsh-tavern with 88 stars, while other traction leaders have no stars.
  17. Subsonic-compatible music clients20 entriesfirst seen 2019-10-29This cluster of 19 products comprises desktop music players and self-hosted servers that connect to Subsonic or compatible backends such as Navidrome, Gonic, and Jellyfin to stream personal music libraries. Entries appear intermittently from October 2019 to July 2026, with a few multi-release months in 2025 and 2026, though no month exceeds 3 entries. The traction leaders are Melovian, supersonic-desktop-bin, and psysonic, each showing zero stars.
  18. Web page change monitoring apps20 entriesfirst seen 2019-02-05This cluster comprises web and mobile applications that track web pages for content updates and notify users via email or in-app alerts, with some offering keyword or price-drop triggers. Dated entries appear sporadically between February 2008 and May 2023, with most months seeing a single product and May 2023 having two, indicating a thin but persistent trickle of new tools. Traction leaders by activity signal are changedetection.io, page-patrol, and NOVA-Wawa, each holding zero stars.
  19. Handwritten note-taking apps20 entriesfirst seen 2019-01-15This cluster comprises digital note-taking apps focused on handwriting, PDF annotation, AI assistance, and digital planning for students and professionals. Pre-index entries appear sporadically from 2010 through 2026, with small clusters around 2023 and 2025. PenFlow leads traction with 9 stars, while other noted members have 0 stars.
  20. AI stock analysis apps20 entriesfirst seen 2018-12-10This cluster consists of mobile apps that use AI to deliver stock analysis, portfolio tracking, trading signals, and educational content for retail, day, and swing traders. Entries date back to December 2018 and December 2020, then appear repeatedly from January 2025 through January 2026, indicating recent formation activity rather than steady growth. Traction leaders are Bloom, FinRadar, and TradingKey, each with 0 stars, reflecting minimal early engagement.
  21. Holistic wellness and meditation apps20 entriesfirst seen 2018-11-02The cluster consists of wellness apps focused on meditation, yoga, breathing exercises, and holistic self-care, often including habit tracking, guided sessions, and some community or streaming features. Dated entries are sparse and sporadic, appearing as single months scattered from 2012 to early 2026 with no clear clustering pattern. Traction is led by inner-compass (2 stars), while other named leaders show 0 stars.
  22. Android icon pack collections20 entriesfirst seen 2018-05-09These products are icon packs and theming tools for Android launchers (and occasionally other launchers like Rofi, PrismLauncher), offering styles from monochrome, pastel, acrylic, and Material Design to custom editable packs. The dated history before the index start is thin, with only one or two entries a year from 2016-06 through 2026-06, so no clear shape can be identified. Traction leaders are Arcticons, Renkin, and Cuscon, each with 0 stars.
  23. Terminal cryptocurrency trackers20 entriesfirst seen 2018-05-03This cluster of 18 tools focuses on command-line and desktop monitoring of cryptocurrency prices, market stats, and occasionally trading, with a strong emphasis on terminal UIs. Dated entries appear sporadically from 2018-01 through 2026-03, showing an irregular, low-frequency release pattern across roughly eight years rather than a sustained trend. Traction leaders by activity signal are fundalert, cyphertrace, and cryptowatch-desktop-bin, though each holds only 0 stars, indicating negligible social engagement.
  24. Personal vital sign trackers20 entriesfirst seen 2018-03-19This cluster consists of 26 personal health tracking apps that focus on logging and visualizing vital signs such as blood pressure, heart rate, and weight, with an emphasis on local/private storage and exportable charts. Entries appear sporadically from 2012 through June 2026, with a slight increase in early 2026 (two entries in both March and May). The highest traction signals are all at 0 stars (openeir, OpenVitals, Sehat), indicating no standout commercial adoption yet.
  25. Streamer chat bot tools20 entriesfirst seen 2017-07-28This cluster comprises bots that manage chat, moderation, commands, and alerts for streamers on Discord and Twitch, often integrating both platforms. The cluster's dated history is too thin to read a shape from—only two dated entries exist before the index start, so it predates the index or its members are undated. Traction leaders are NorthstarisBot, omp-discord-bot, and valorant-broadcasts, each with 0 stars.
  26. Open-world crime role-playing games20 entriesfirst seen 2017-05-13The cluster consists of open-world crime and action role-playing games across browser, mobile, and PC, focusing on gangs, driving, missions, and business-building. Dated entries span 2013 to 2026, appearing sporadically with mostly single months and a concentration of three in June 2026. Traction leaders, all with zero stars, include Flex City RP: Online Car Game, Gangs Town Story: Grand Crime, and ONE LION - ROLE PLAY SIMULATOR.
  27. OSM map and navigation tools20 entriesfirst seen 2017-03-24This cluster comprises applications and tools centered on OpenStreetMap data, including navigation, points-of-interest mapping, direct editing, contribution tracking, and data validation. The dated entries appear sporadically from 2011 to 2026, with most months having a single entry and one month (2025-07) recording two, indicating a slow but continued trickle of releases rather than any concentrated pattern. The traction leader is osm-leaderboard with 1 star, while benchradar and MapComplete trail with 0 stars each.
  28. GitHub-flavored Markdown previewers20 entriesfirst seen 2017-02-09This cluster consists of tools that render and preview Markdown files locally with GitHub-flavored styling, often for pre-commit review. Dated members appear sporadically from February 2017 to February 2026, with no discernible trend in frequency. The highest traction is held by notes-widget-for-markdown with 13 stars, while other members have negligible activity.
  29. Smartwatch companion apps20 entriesfirst seen 2016-12-09This cluster comprises companion applications for smartwatches that handle notifications, health data, firmware updates, time sync, and device control across brands like Pebble, Garmin, Bangle.js, Huami, and G-Shock. Dated entries before the index start span from 2015-10 to 2026-07, appearing sporadically with no clear pattern; the cluster's dated history is too thin to read a shape from. Traction leaders are Pulse, Gravel, and Casio G-Shock Smart Sync, each showing 0 stars in activity signal.
  30. Music streaming apps20 entriesfirst seen 2016-05-23This cluster consists of music streaming applications offering on-demand playback, personalized playlists, lyrics (real-time or synchronized), offline listening, and artist profiles. The dated history before the index start shows sporadic entries from 2012 to 2026, with slightly higher activity in 2018-2019 and again in 2025, though no strong trend is apparent. Auralis leads on traction with 4 activity stars, far ahead of yetaimusicall and Radio Javan.
  31. Online therapy matching platforms20 entriesfirst seen 2016-02-23This cluster comprises online therapy and counseling platforms that connect users with licensed therapists via video, chat, or audio, often adding AI support, crisis care, or workplace tools. The pre-index history, based on 12 dated entries, shows a thin, sporadic trickle of single launches spread across 2016-2026 with no discernible trend. Traction leaders among dated members all show zero stars, indicating minimal visible adoption.
  32. Truck GPS navigation apps20 entriesfirst seen 2016-01-14This cluster consists of GPS navigation apps tailored for trucks and RVs, offering vehicle-specific routing that respects dimensions and restrictions, offline maps, traffic updates, and trip planning. The dated history shows ten entries created in isolated months between May 2012 and June 2026, appearing sporadically over a 14-year period with no clear concentration in any timeframe. Traction leaders are route-rig, osmin, and CoPilot GPS Navigation, each showing zero star activity, indicating no significant adoption signal.
  33. Privacy-first period trackers20 entriesfirst seen 2015-06-28This cluster consists of period and fertility tracking apps that prioritize privacy through on-device storage, no accounts, no ads, and no cloud sync. Their dated history shows single entries in 2015 and 2018, followed by seven entries between July 2025 and July 2026, indicating a recent concentration of development. Traction leaders include Clover – Period Tracker, Cycle, Period Tracker: Bloom Cycle, and Lulu - Best Period Tracker, all currently with zero stars.
  34. Student textbook e-reader apps20 entriesfirst seen 2014-05-29This cluster consists of mobile e-reader applications for students, enabling reading, highlighting, annotating, note-taking, and generating study aids from digital textbooks and course materials. The dated history shows isolated entries scattered across 2010–2026, appearing in sporadic months with no consistent pattern. Pearson+ | Study Prep & eTexts leads the traction list, ranking highest in activity signal among the three members.
  35. Social creator monetization platforms20 entriesfirst seen 2014-04-02This cluster comprises social platforms centered on creator content—short videos, live streaming, and direct monetization—ranging from subscription-based exclusive feeds to pay-per-minute viewing rooms and gamified hobby communities. Entry dates span from December 2009 to May 2026, with a long gap between 2021 and 2025, followed by a recent grouping of entries in 2025 and 2026. Traction leaders by activity signal are The-Job-Network, Dailymotion: Social Videos, and Likee - Video, Live, Chat, each with 0 stars.
  36. Team collaboration platforms20 entriesfirst seen 2013-05-06This cluster consists of 24 team collaboration apps that unify chat, video conferencing, task management, file sharing, and other productivity tools in a single workspace. Dated entries appear steadily from May 2013 through July 2026, with most months contributing one product and a few months contributing two, reflecting a long-running but low-volume stream of launches. The traction leaders are TeamBoards, TaskPal – Task & Team Manager, and JANDI, all showing zero activity stars, indicating no standout performer among them yet.
  37. Terminal image and ASCII art tools20 entriesfirst seen 2013-04-26This cluster consists of command-line utilities that render images or ASCII art in terminal environments, using techniques like ANSI escape sequences, Unicode block characters, or ASCII approximations. The cluster has a long but sparse entry history, with entries appearing from April 2013 through June 2026, including a few in the later years (2024–2026). The traction leaders are tuimg, beer, and meow, each with zero stars, indicating they are the most active by signal but have not accumulated user attention.
  38. Podcast creation and management apps20 entriesfirst seen 2012-12-18This cluster comprises mobile and web applications for recording, editing, distributing, and monetizing podcasts, as well as for private organizational audio access and connecting creators with audiences. Dated entries appear sparsely from 2012 through 2018, then more regularly from late 2019 to 2024, with one entry in 2012, one in 2015, two in 2019, and one each in 2020, 2021, 2022, and 2024. Traction leaders, each with 0 stars, are FuzzyRelevantKeygens, Substack, and cloudcast-creator.
  39. Real-time stock alert apps20 entriesfirst seen 2012-04-11This cluster comprises mobile apps and text-messaging services that deliver real-time stock quotes, buy/sell signals, news, watchlists, and portfolio tracking, many with paid subscriptions or regional market focus. Dated entries appear sporadically from 2009 through 2026 with no concentrated period, indicating a stable but thin flow of new members over time. Traction leaders, as listed, are Stockbit, Investor's Business Daily, and Stocks.News, each with an activity signal of 0 stars.
  40. Social casino mobile apps20 entriesfirst seen 2011-12-16This cluster consists of free-to-play social casino apps offering virtual slot machines and table games (blackjack, roulette, poker) with daily bonuses, missions, leaderboards, and tournaments, all using virtual currency and explicitly for entertainment only. Entries appear sporadically from December 2011 to July 2026, with a slight concentration of launches in 2019. Traction leaders by activity signal are Dogg House Casino & Sportsbook, Gaminator Casino Slots & Games, and Game of Thrones Slots Casino, though each shows zero stars.
  41. Local newspaper mobile apps20 entriesfirst seen 2011-10-03This cluster comprises mobile and web apps for local newspapers, delivering news, sports, puzzles, and digital editions. Dated entries are spread from 2010 to 2014, with a concentration in 2011, plus a single entry in 2026-07. Traction leaders are Houston Chronicle, Times Union, and San Antonio Express-News, each with 0 stars.
  42. Pregnancy tracking apps20 entriesfirst seen 2011-06-24This cluster comprises mobile apps that guide expectant parents through pregnancy with week-by-week fetal development info, due-date calculators, and symptom/contraction/kick trackers, often adding 3D models, nutrition tips, or community features. Dated entries appear sporadically from 2010 to early 2026, with a thin, irregular cadence rather than any concentrated rush. Traction leaders by activity signal are Sprout, Enfamil Baby Rewards Tracker, and The Bump, all registering zero stars, indicating early-stage or low-engagement products.
  43. Personalized mobile news apps20 entriesfirst seen 2011-04-15This cluster consists of mobile news applications that offer breaking news alerts, personalized feeds, offline reading, and push notifications. The dated entries before the index start are concentrated in 2009–2013, with occasional later entries in 2017, 2019, and 2024. The traction leaders are IGN Entertainment, udn News, and scoopcast-app, all with 0 stars.
  44. Automated savings and investing apps20 entriesfirst seen 2010-09-21This cluster consists of mobile apps that automate savings and investing, typically by rounding up spare change, scheduling recurring deposits, and building diversified portfolios across stocks, ETFs, bonds, and sometimes crypto. Dated entries span from 2009 to 2025, with a sparse irregular pattern and a slight concentration in late 2025; two members have no recorded source date. Acorns, Public, and Northquest Finance lead on activity signal among listed members, each showing zero stars.
  45. Meal planning and pantry tracker apps20 entriesfirst seen 2009-02-20This cluster of 17 products helps home cooks and households plan meals, track pantry inventory, and generate shopping lists. The dated history before the index start shows a single entry in 2009, then a long gap until 2024, followed by sporadic entries across 2025 and 2026, with the most activity in 2026. Traction is very low, as the top three members all have 0 stars.
  46. Stock market research and analytics20 entriesfirst seen 2008-12-17This cluster consists of stock market research apps that aggregate news, analyst ratings, financial data, and sometimes AI-generated analysis to help investors track and evaluate stocks. The dated entries are spread thinly from 2008 to 2025, with single entries in several separate years, indicating a long but sparse history rather than any concentrated launch pattern. The traction leaders are stock_analysis, TipRanks Stock Market Analysis, and Stock-pluse, though all show zero stars in the activity signal.
  47. Log monitoring and analysis tools20 entriesfirst seen 2007-12-16This cluster includes command-line utilities, web apps, and system tools that parse, monitor, and alert on log files, often presenting real-time dashboards or event streams. Entries span from December 2007 to August 2025, but dated history is too thin to discern a clear timeline shape, with most months having a single entry. Traction leaders are receivemidi, sec, and sysdmon, each with 0 stars, indicating minimal user activity signal.
  48. Molecular editing and visualization tools20 entriesfirst seen 2005-09-09This cluster comprises 24 products for drawing, editing, visualizing, and analyzing molecular structures across chemistry, structural biology, and materials science. The dated entries (13) appear sporadically from 2005, with a long gap until 2018, then a gradual increase in frequency, with multiple entries in 2024, 2025, and 2026. ChemUI is the traction leader with 1 star, while chemmanager and ChemCanvas have 0 stars.
  49. Business growth diagnostics tools20 entriesfirst seen unknownThis cluster consists of interactive diagnostic and assessment tools that help entrepreneurs, coaches, and businesses identify growth blockers, gain strategic clarity, and get actionable recommendations for scaling. The cluster's dated history is too thin to read a shape from—only one dated entry exists before the index start, and most members have no source date. Traction leaders by activity signal include Growthhall, De Doorbraakcheck — Sabine Hemmers, and Growth Hacking Accelerator — Validate & Scale Business Ideas, all with 0 stars.
  50. AI crypto trading automation20 entriesfirst seen unknownThis cluster consists of AI-driven cryptocurrency trading platforms that automate strategies, generate signals, and target passive income. The dated history shows an isolated 2019 entry followed by a new batch of products appearing between July 2025 and March 2026. QuantDinger leads traction with 10,795 GitHub stars, far ahead of r20-quantum-trader and prompTrading.

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.