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WHITESPACE · CLUSTER INDEX · 9,406 CLUSTERS

Clusters

Every group of products the index has found building the same thing. Biggest collisions first, or newest first — all 9,406 of them, 50 to a page.

  1. real-time messaging web apps45 entriesfirst seen 2025-05-14This cluster consists of 37 similar web apps centered on real-time chat and messaging between users, with most offering browser-based interfaces for one-on-one or shared-room conversations. Dated entries before the index start are spread irregularly from February 2025 to July 2026, with the highest single month being July 2025 (4 entries) and no clear upward or downward trend. The traction leaders are SkillSwap, niooonchat, and Noteboook, each showing an activity signal of 0 stars.
  2. AI text humanization tools45 entriesfirst seen 2025-04-12This cluster comprises web and desktop tools that rewrite AI-generated or robotic text to sound more natural and human, often including tone adjustment, readability scoring, and AI-detection evasion. Entries are spread irregularly across months from January 2025 to June 2026, with no clear trend in the pre-index timeline. On traction, ai-detector-bypass-2026 leads with 8 stars, while other tracked members show minimal activity. The cluster's dated history is too thin to read a shape from beyond that irregular spread.
  3. Asset inventory tracking apps45 entriesfirst seen 2025-04-11This cluster comprises web and mobile applications for tracking organizational assetsand inventory – including IT equipment, PPE, fire gear, and raw materials – via QR/RFID scanning, records, and dashboards. Dating from August ​​2022, entries appeared sporadically: a lone entry in late2022 was followed by a ~17-month pause, then a steady trickle of 1–2 products per month from January ​​2025 through June ​​2026 – a flat, low-volume pattern with no apparent acceleration. Traction is negligible across the cluster;ethe top activity signals belong to TrackGuard_deploy, geo-archv,and ICAF-ICSSA, all still showing 0 stars.
  4. Mental health support web apps45 entriesfirst seen 2025-03-09This cluster comprises web-based platforms and apps offering mental health support, screening, self-assessment, therapy guidance, and resource discovery for varied audiences (e.g., students, parents, clinicians, and specific conditions). Dated entries before the index start show sporadic activity from 2019 through 2024, then a gradual increase beginning in March 2025, peaking at 3 entries in March 2026 and 2 in April 2026. Traction is low overall; UPsy-Super leads on activity signal with 1 star, while PiggyProject and horizon-therapy-demo each have 0 stars.
  5. Wallpaper download and management apps45 entriesfirst seen 2023-08-22This cluster comprises desktop and mobile applications and web galleries for browsing, downloading, setting, and automatically rotating wallpapers, with a few specialized tools (e.g., NeXTcloud sync, Danbooru tag filters, theme installers). Dated entries are scattered from 2019 to 2026-07, with no strong upward or downward trend—counts fluctuate between 1 and 3 per month, and the most recent pre-index month (2026-07) had 3. Traction is led by 4K-Wallpaper-Desktop (2 stars), followed by moonsea-codex-theme (1 star) and 4KWALL (0 stars), all with low activity signals.
  6. Reading tracker apps45 entriesfirst seen 2021-05-23This cluster consists of mobile or web apps that help readers catalog books, log reading progress (pages, time), set goals, and view statistics and streaks. The dated entries are sparse and scattered from 2016 through 2024, then become more numerous and frequent from 2025 onward. The strongest traction signal is from 'statistics_readest' with 1 star; other leaders include Bookmory and Must Read, each with 0 stars.
  7. Recipe saving and organization apps45 entriesfirst seen 2020-10-30This cluster is made up of mobile, cross-platform, and web apps that save recipes from URLs, social media, photos, or scans and turn them into searchable personal cookbooks, often with sync, offline access, and cooking aids. The dated entries before the index start are sparse and intermittent from 2013 through 2024, then slightly denser in 2025 and early 2026, with several months recording two new members. The traction leaders by activity signal are Dishly Save & Cook Recipes, Thyme - Recipe Keeper, and Sesame: Recipe Keeper & Saver, each at 0 stars.
  8. Stock portfolio tracking apps45 entriesfirst seen 2017-08-10This cluster of 45 products centers on stock and portfolio tracking, investment analysis, and market data for individual investors. Dated entries span from September 2010 to June 2026, with most months showing a single entry and occasional months with two, forming a sparse, irregular timeline without a clear concentration. Traction leaders are showmethemoney, stock-scanner, and ControleRendaVariavel, each with 0 stars as the highest activity signal.
  9. Photo organization and gallery apps45 entriesfirst seen 2016-08-09This cluster comprises web and desktop apps for uploading, organizing, and sharing photo and video collections, ranging from personal galleries to professional CMS tools. The dated history shows two isolated entries in mid-2016, then a steady stream of entries from January 2025 through February 2026. Traction leaders by activity signal are meu-album, my-image-gallery, and s3.image, though star counts are very low.
  10. Utility bill payment and outage apps45 entriesfirst seen 2012-04-23This cluster comprises 46 mobile and web apps that let utility customers manage accounts, pay electricity, water, gas, and telecom bills, track usage, report outages, and receive alerts. Dated entries span from April 2012 to March 2026, with most months contributing one or two products and no dominant pattern; the dated history is too thin to read a clear shape from. Traction leaders, all with 0 stars, are My Spectrum, gas-self-meter-ai, and Go Kinetic.
  11. Fantasy empire strategy games45 entriesfirst seen 2011-10-28This cluster comprises online and mobile strategy games centered on building empires or kingdoms, training armies, forming alliances, and competing in PvP conquest, often set in medieval or fantasy worlds. Entries appear sporadically from late 2011 through mid-2026, with no clear acceleration or clustering pattern—most months have a single addition, and only two months have two entries. The traction leaders are Top Heroes: Kingdom Saga, Royal Revolt 2: Tower Defense, and Evony, though all currently report zero stars.
  12. Web search interface apps44 entriesfirst seen 2026-09-19This cluster comprises web and mobile applications that provide search interfaces, ranging from clones of mainstream search engines to specialized search tools for particular data sets or use cases. The dated history shows six entries scattered from November 2015 to June 2026, with no clear trend, indicating sporadic development. The traction leaders are why.com, pronto-asset-library, and FindOp__scrape-verse-2026, with FindOp showing the highest star count (2).
  13. AI coding agent orchestration apps44 entriesfirst seen 2026-08-31This cluster consists of desktop applications that plan, assign, coordinate, and monitor work performed by AI coding agents across developer tools. The dated history before the index is too thin to read a shape from, with only four dated entries. Among members with traction signals, monocode leads with 1,046 stars, far ahead of MindFlock (13 stars) and yishan-mono (7 stars).
  14. macOS AI subscription trackers44 entriesfirst seen 2026-08-22This cluster consists of macOS menu bar apps that monitor AI subscription usage and limits for services such as Claude, Codex, Grok, and GPT, alerting users before they hit limits. The dated entry history is too thin to read a shape from—only three dated entries exist before the index start, so the cluster predates the index or its members are largely undated. Traction is led by MioIsland (543 stars), followed by brink (53 stars) and reserve (5 stars).
  15. Codex quota menu bar apps44 entriesfirst seen 2026-08-11This cluster comprises native macOS menu bar apps that track remaining Codex usage quotas, reset countdowns, and often credits or plan details, with alerts and widgets. 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 codex-limit-pacer, CodexFloat, and codex-ember, each with 6 stars.
  16. AI website generators44 entriesfirst seen 2026-07-29This cluster of 36 products centers on AI website builders that generate and deploy sites from natural-language descriptions, targeting non-coders with features like live editing, previewing, and customization. Dated entries before the index start show an early outlier in December 2022, then a steady flow from February 2025 through July 2026, with the largest single month being August 2025 (3 entries). OpenThorn leads traction with 14 stars, followed by Ai-website-Builder (5) and ai-website-builder (4).
  17. AI restaurant ordering systems44 entriesfirst seen 2026-05-14This cluster comprises AI-powered restaurant ordering systems that let customers order via voice, chat, or QR codes, often with kitchen-display or delivery-management features. Dated entries appeared sporadically from April 2025 through July 2026, with a relative concentration in May and June 2026. The clear traction leader is eatlah with 141 stars, far outpacing BhajiWala (4) and DineFlow-AI (3).
  18. local food delivery platforms44 entriesfirst seen 2026-04-08This cluster consists of food ordering and delivery platforms that connect customers with local restaurants, vendors, and occasionally groceries for pickup or delivery. The dated entries span from late 2013 to early 2026, with a gap between 2015 and 2023, followed by a series of single entries in 2025 and early 2026. MealDeli leads traction with 20 stars, while foodpanda and Keeta show zero stars.
  19. WhatsApp CRM platforms44 entriesfirst seen 2026-03-13This cluster comprises CRM platforms centered on WhatsApp messaging, with some extending to Instagram and offering AI assistance or team features. The dated history (pre-index) shows a single entry in 2021, then a steady monthly trickle from March 2025, with the highest monthly count of three in May 2026. The traction leaders are liberty_app and opencrm (1 star each), with Zapp_Web_V2 at 0 stars.
  20. Employee attendance tracking apps44 entriesfirst seen 2026-01-12This cluster comprises web and mobile apps for employee attendance tracking, using GPS, geofencing, photo or selfie verification, leave approvals, and automatic reports or payroll. Dated entries before the index start show a sparse early history (2012, 2017, 2023, 2025) followed by a modest concentration in early 2026 (January, February, May), but overall activity is low. Traction leaders — quickeyefind-connect, presensia-fe, and Presentee_preview — all have zero stars, indicating minimal engagement.
  21. AI sales conversation agents44 entriesfirst seen 2025-10-22This cluster consists of AI sales assistants/agents that automate customer conversations, capture and follow up with leads, and support B2B sales strategy. Their dated history before the index start is thi—six single entries scattered across 2025-06, 2025-10, 2025-11, 2025-12, 2026-02, and 2026-06—so the shape is irregular and sparse. On traction, MooCow-Agent leads with 51 stars, while ev-guide-agent and open-hubspot-copilot have minimal activity signal.
  22. Movie and TV streaming platforms44 entriesfirst seen 2025-08-28This cluster covers movie and TV streaming platforms, ranging from general on-demand services to niche offerings like Google Drive-based streaming, pay-per-view, and university content. Entry dates before the index start are sparse at first (2014, 2015, 2019, 2024) then pick up monthly from 2025-05 through 2026-07, with 13 dated entries total. Traction leaders are nuvio-gdrive-addon (9 stars), Anivara (4 stars), and Cineva (3 stars).
  23. University campus AI assistants44 entriesfirst seen 2025-08-06AI chatbots for universities and colleges that answer student and staff questions about campus resources, courses, schedules, and academic topics. The dated history before the index start shows a modest, irregular flow, with a peak of three entries in October 2025 and then a gradual tapering to single entries in early 2026. Traction leaders are pua-unitrack with 2 stars, while campus-chatbot-gpt and AdtU-Campus-Copilot both have 0 stars.
  24. AI personal finance trackers44 entriesfirst seen 2025-08-05This cluster consists of web applications that use AI to track personal finances, manage budgets, categorize transactions, and provide insights or chat assistance. Dated entries appeared steadily from May 2025 through July 2026, with the largest monthly count of 6 in February 2026. Traction is modest, with AI-Finance-Platform leading at 2 stars, followed by AI-Personal-Finance at 1 star.
  25. AI project blueprint generators44 entriesfirst seen 2025-06-30These tools use AI to turn rough ideas into structured plans, blueprints, specifications, and build prompts for software and design projects. Dated entries appear sporadically from January 2025 through July 2026, with the largest monthly count of 3 in May 2026. Traction leaders are Bitacora-Dev (7 stars), ForgeFlow-AI (2 stars), and DevPlan.ai (1 star).
  26. AI research assistant tools44 entriesfirst seen 2025-06-19These products form a cluster of AI-powered research assistants that search, summarize, and synthesize information from academic papers, web sources, and uploaded documents, often with citation support and multi-agent workflows. The dated entry history shows a low, intermittent pattern: two entries in June 2025, one in July 2025, then a gap until October 2025, after which single entries appear in most months through July 2026, with a few absent months. The clear traction leader is AI-Research-Assistant, which has 42 stars, far outpacing the next closest (SideBy and NutriRAG at 1 star each).
  27. Hotel booking platforms44 entriesfirst seen 2025-05-24These are hotel booking platforms enabling guest search, booking, and payment, with admin/owner management of inventory and listings. The dated entry history is thin, with one entry in June 2025, one in September 2025, one in November 2025, and two in May 2026, showing no clear trajectory. Traction leaders, based on activity signal, are hotel-booking-website, PousadaSolELua, and My-Bookify, all with zero stars.
  28. E-commerce storefront platforms44 entriesfirst seen 2025-05-11This cluster comprises e-commerce platforms that help businesses create online storefronts, manage products, orders, inventory, and payments, often tailored to specific niches like local markets or retail types. The dated history before index start is sparse and irregular: two entries in April 2025, one in May 2025, then a gap until April 2026, with one entry in each of April, May, and June 2026. On activity signal, HERRERO, dropship, and nexixshop lead, each with 0 stars.
  29. Farmer-to-buyer produce marketplaces44 entriesfirst seen 2025-04-06This cluster consists of online marketplaces that connect farmers directly with buyers for agricultural produce, aiming to remove middlemen. The dated history shows entries in three consecutive months in spring 2025 (two each in April, May, and June), then a gap, two in October 2025, and one in April 2026. PanenLangsung leads on traction with 3 stars, followed by Vanijya with 1 star and Cyberagris with 0 stars.
  30. Typing practice and training tools44 entriesfirst seen 2025-04-05This cluster consists of typing practice, testing, and training applications that measure speed and accuracy, often with specialized modes for code, languages, or exam certification. The dated entries before the index are sporadic, with single products appearing in early 2023, a gap through 2024, and a few more in 2025 and early 2026, so the timeline is thin but suggests a steady trickle of new tools. TYPETEST leads on traction with 5 stars, followed by typecord with 3 stars and KeyCoachAI with 0 stars.
  31. Personal goal tracking apps44 entriesfirst seen 2025-03-07This cluster comprises web applications for setting, tracking, and managing personal goals, often with milestones, progress bars, streaks, and accountability mechanisms. Among dated entries, releases appear steadily from January 2025 through July 2026, with a slight increase in late 2025 (two entries each in September and October), though most members lack source dates. Traction is minimal: the highest activity signal is a single star on "goal_track," while other leaders have zero stars.
  32. AI personalized learning platforms44 entriesfirst seen 2025-03-01This cluster consists of AI-powered learning platforms that personalize educational content and instruction for individual learners. Dated entries before the index start are sparse, appearing sporadically from March 2025 to May 2026, with a slight concentration in October and November 2025. Among traction leaders, NovaCloudEdu leads with 40 stars, while AdaptBuddy and vertex show 0 stars.
  33. Parking spot finder and booking apps44 entriesfirst seen 2025-02-19This cluster comprises mobile and web applications that help drivers locate, reserve, and pay for parking spaces, with some adding real-time availability maps, AR navigation, or AI-based validation. Dated entries span from a single 2014-12 start through a more sustained series from 2025-02 onward, with a few entries per month in 2025 and 2026 but no clear overall shape beyond the sparse early outlier. Traction leaders are parkby, Smart-Park-Automated-Parking-Management-System, and park_easy, all recording 0 stars yet ranking highest on activity signal.
  34. Resume builder web apps44 entriesfirst seen 2025-02-18This cluster is built around web apps that help job seekers create, format, and refine resumes for applications. The pre-index dated history is thin and flat, with one or two entries per month scattered across early 2025 and one later entry, showing no obvious pattern. Among tracked members, 'tailor' and 'personal-job-agent' lead on activity with 1 star each, while 'resume-builder' has 0 stars.
  35. AI fact-checking and trust-scoring tools44 entriesfirst seen 2025-02-09This cluster consists of AI-powered tools that verify factual claims, detect misinformation, and provide trust or credibility scores for articles and content. Entries appear sporadically from early 2025 through early 2026, with no clear trend. The traction leaders are TruthLensAI, internet-claims-court, and Verita-Truth-Navigator, each with 0 stars.
  36. Contact management and relationship apps44 entriesfirst seen 2025-02-07This cluster includes contact management apps that store, organize, and enrich personal or business contacts, often adding notes, reminders, groups, and integration with messaging or CRM-like features. The dated history shows a sparse, intermittent stream from 2011 to 2026 with no clear trend, indicating a long-standing but low-frequency space. On traction, Directorio-Contactos leads with 2 stars, followed by listadenomes with 1 star and GloryMap-Flutter with 0 stars.
  37. Student scholarship matching platforms44 entriesfirst seen 2025-01-22This cluster consists of web and mobile apps that connect students with scholarship, funding, and loan opportunities by matching profiles and checking eligibility, often including application management features. Entries appear sporadically from January 2025 through March 2026, with a minor concentration in November 2025, indicating an early but not yet dense market. Traction leaders by activity signal are latino-migra, salam-scholarships, and Ekikrit, though all currently show zero stars.
  38. Event ticketing web apps44 entriesfirst seen 2025-01-15This cluster consists of web-based platforms for discovering, purchasing, and managing event tickets. The dated entry history, spanning January 2025 through February 2026, shows only a handful of dated members, making the timeline too sparse to discern a clear pattern; most members lack source dates. Among the few with traction signals, local-ticket-desk leads with 1 star, while quiicket and babie_-leto_-tickets have 0 stars each.
  39. Recipe browsing web apps44 entriesfirst seen 2025-01-10This cluster consists of web applications for browsing, discovering, and following recipes, with some also allowing saving. Dated entries are sparse: one in September 2021, three in January 2025, then occasional single or double entries through May 2026. All traction leaders show zero stars, with letirscookbook ranking highest on activity signal followed by t011gsu2irpr9000507092607515171 and Afro_Eats.
  40. Pomodoro focus timer apps44 entriesfirst seen 2024-10-15This cluster comprises Pomodoro technique timer applications for desktop, terminal, and mobile, often adding task lists, statistics, or gamification. Dated entries begin in 2016 but remain sporadic until 2023, then appear with increasing frequency through 2025-2026, with the most entries in the latter half of that period. The traction leader is TomatoTimer with 26 stars, followed by promethee-pomodoro with 9 and focusdeck with 6.
  41. Personal finance trackers44 entriesfirst seen 2023-06-12This cluster consists of personal finance trackers covering income, expense, budget, multi-currency, savings, and analytics features. The dated entry history spans from May 2017 to July 2026, with the largest monthly counts in April and June 2026, though entries are sporadic across the period. Traction leaders—budget-track, family-finance-buddy, and pixel-finances-94—all show 0 stars, indicating no meaningful traction signal separates them.
  42. TOTP authenticator apps44 entriesfirst seen 2016-09-28This cluster consists of mobile authenticator apps that generate time-based one-time passcodes for two-factor authentication, typically by scanning QR codes or entering secret keys, with some offering encrypted backup sync and account organization. The dated history spans from October 2013 to July 2026, with 29 dated entries appearing sporadically, often one per month and occasionally two, yielding no clear trend shape. Traction leaders are Authenticator App - 2FA ◦ MFA, Internet Protection App 2FA+, and H1 Authenticator, each with zero activity stars.
  43. Relaxing coloring book apps44 entriesfirst seen 2015-01-07The cluster comprises mobile and web apps centered on digital coloring, color-by-number, and interactive fluid visuals for relaxation and stress relief, with themes ranging from nature and mandalas to Bible verses and cultural art. Entries appear steadily but sparsely from March 2011 to February 2026, mostly one or two per month, showing no strong growth pattern. Traction leaders include Fluid Simulation - Antistress, Paint by Number Coloring Game, and Cozy Home: Comfy Coloring Book, all tied with the highest activity signal.
  44. Personal finance tracking apps44 entriesfirst seen 2014-02-17This cluster consists of personal finance and budgeting apps that track income, expenses, and budgets across multiple accounts and currencies, often with reporting and export features. The dated history shows sporadic entries from 2011, with a gradual increase in frequency and a concentration of higher monthly counts in early 2026. Traction leaders by activity signal are kbudget, Budget Planner - Money Flow, and Money manager, expense tracker, each with zero stars.
  45. Mobile trivia and quiz games44 entriesfirst seen 2013-03-16The cluster consists of trivia and quiz games spanning general knowledge, licensed themes, and niche topics, with common features such as multiple-choice questions, categories, levels, coins, lifelines, offline play, and competitive modes. Dated entries before the index start run from 2012-09 to 2026-07, with one entry in most months and occasionally two or three in a month, showing a sparse but steady addition pattern. The traction leaders, each with 0 stars, are Trivia Crack Premium Quiz Game, General Knowledge Quiz !, and Are You Smarter Than A Child??
  46. Retail and service POS apps44 entriesfirst seen 2011-08-18This cluster comprises point-of-sale applications for retail, service, and hospitality businesses, covering sales, inventory, payments, billing, loyalty, and related operations. The dated entry history, from December 2016 to July 2026, shows a sparse but steady pattern with at most one entry per month across over nine years, exhibiting no clear acceleration or trend. The traction leaders are Qoblex Point Of Sale (POS), nexbill, and GlamPOS – Salon POS & Booking, each holding 0 stars.
  47. Video-based language learning apps44 entriesfirst seen 2011-06-02This cluster comprises language learning apps that teach through video and audio content, including subtitled clips, podcasts, and interactive translations, often with personalized or gamified elements. The dated history shows a consistent but low flow of one to three entries per month from 2010 through mid-2026, with no pronounced acceleration. Traction leaders are Mirra Speak-Language Learning, edu-study-aprender, and Prize2Pride-Augmented-Russian, each with 0 stars.
  48. Sleep sound and relaxation apps44 entriesfirst seen 2009-05-07This cluster consists of mobile, web, and desktop apps that play ambient sounds, white noise, meditation tracks, and sleep stories to help users relax, focus, or fall asleep. Entry counts show a long, low-volume history from 2009 through mid-2026, with most months adding a single product and occasional months adding two or three. On traction, noise-timer leads with 11 stars, while White Noise and Entrain show no star activity.
  49. Customer feedback collection tools44 entriesfirst seen unknownThis cluster comprises web apps and embeddable widgets for collecting, managing, and analyzing customer or user feedback, including feature requests, bug reports, and reviews. The dated history before the index start is thin, with single entries scattered through early 2025 and a slightly denser run in mid-2026, but the overall pattern is too uneven to read a clear shape from. Makethisbetter-js leads on traction with 90 stars, far ahead of Feedex (1 star) and voicebox (0 stars).
  50. Event discovery and ticketing web apps43 entriesfirst seen 2026-09-19This cluster comprises web applications that let users discover and book tickets for musical, concert, and other events. The dated entries are few and scattered across late 2025 and early 2026, showing no consistent monthly pattern. glasto-practice-site leads traction with 4 stars, while other members show no notable activity.

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.