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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. Role-based sales and inventory CRMs17 entriesfirst seen 2026-08-11This cluster comprises web-based, role-based CRM tools aimed at sales teams, covering customers, leads, deals, inventory, tasks, and performance dashboards. Dated entries before the index start are limited to five, with single entries in December 2025 and April 2026 and three in July 2026, so the timeline shows a slight late uptick but remains too thin to read a clear shape. All three traction leaders (fun-crm, Acxiom-CRM, School-ERP-System) show zero activity signal, so no member leads on engagement.
  2. Multi-tenant HR management platforms17 entriesfirst seen 2026-08-10This cluster consists of multi-tenant HR platforms that manage the full employee lifecycle, including records, recruiting, onboarding, attendance, leave, payroll, performance reviews, and role-based access control. The dated history is too thin to read a shape from—only 3 pre-index entries exist, so the cluster predates the index or its members are largely undated. Among members with traction signals, leopardo-hr leads with 10 stars, followed by Meridian-HRMS (1 star) and happy-hub-work-ad8d1c59 (0 stars).
  3. Student academic productivity apps17 entriesfirst seen 2026-08-10This cluster consists of academic productivity applications designed for students to manage subjects, assignments, study sessions, habits, and timetables. The dated history is too thin to read a shape from—only two pre-index entries exist, so the cluster predates the index or members are undated. Traction leaders, based on activity signal, are SYLLORA, syllora, and Forward, each with 0 stars.
  4. Voice AI patient registration17 entriesfirst seen 2026-08-08This cluster consists of voice-based AI agents and phone systems that automate patient registration and intake by collecting, validating, and storing demographic information, often with dashboard or API access. The cluster has only one dated entry before the index start, so its dated history is too thin to read a shape from — it predates the index or its members are undated. Traction is led by VoiceAI_Agents, VoiceAI-Patient-Registration, and frontend, each with an activity signal of 0 stars.
  5. Fantasy sports league management17 entriesfirst seen 2026-07-16This cluster consists of web apps and similar tools for running fantasy leagues, emphasizing player drafts, roster management, and scoring for sports such as football, baseball, rugby, as well as niche variants like K-pop and Pokémon. Pre-index dated history is thin but shows a slow progression: one entry each in Feb, Mar, and May 2025, two in Sep tember 2025, and three in July 2026, indicating a gradually increasing flow of new tools rather than a sharp burst. Among members with explicit activity signals, infinileleague leads with one star, while fanta-helper and Yun-Arena have zero stars.
  6. Local-first collaborative workspaces17 entriesfirst seen 2026-07-14This cluster consists of local-first and offline-first collaborative workspaces that combine documents, tasks, and whiteboards with synchronization capabilities. The dated history is too thin to read a shape from—only one pre-index entry exists—so the cluster's timeline predates the index or its members are undated. Among traction leaders, 'wings' leads with 14 stars, while 'flowplan' and 'agile-project-ui' each have 1 star.
  7. AI hospital management systems17 entriesfirst seen 2026-06-27This cluster comprises AI-powered hospital management systems covering patient records, appointments, billing, and administrative workflows, with some variants focusing on voice assistants, bed allocation, and equipment lifecycle. The dated history before the index start shows a single entry in November 2023, one in June 2025, one in November 2025, then three in June 2026 and two in July 2026, indicating a recent concentration of entries. All three traction leaders (OJAS-AI, AI-Hospital-Management, MediCareAI-Hospital-Management-System) tie at zero stars, reflecting minimal public activity.
  8. Online stores with cart checkout17 entriesfirst seen 2026-06-23This cluster consists of online storefronts that let customers browse products, manage a shopping cart, and complete purchases through a checkout flow. Some variations add admin panels, order history, or recommendations, but the core functionality is consistent. Dated entries before the index start are sparse and irregular, with single or double counts scattered across 2025 and early 2026. Traction leaders are E-Commerce-website, El-Deo-Gadgetss, and shs-bazar, all with zero stars, indicating early-stage activity.
  9. macOS keyboard configuration apps17 entriesfirst seen 2026-06-22This cluster comprises macOS configuration apps for specific mechanical keyboards, offering RGB lighting, per-key customization, key remapping, macros, and profiles. The dated history before the index start contains only one entry, so the cluster's timeline shape is too thin to read. redragon-k673-macos leads in traction with 4 stars, while the other two members have no stars.
  10. Question paper generator apps17 entriesfirst seen 2026-06-20The cluster consists of web apps that generate question papers, usually from a question bank or from teacher inputs such as subject, difficulty, and marks distribution. Its dated history is too thin to read a shape from: only two dated entries exist before the index start, so it likely predates the index or most members are undated. On traction, dq-questionbank-core leads with 5 stars, while SojCreator and matriculation-physics-question-bank show 0 stars.
  11. Cryptocurrency full node wallets17 entriesfirst seen 2026-06-13This cluster consists of desktop and mobile applications that operate as full nodes and wallets for various cryptocurrencies, including Bitcoin, Dash, Vertcoin, Groestlcoin, and Tron. The dated entry history is sparse, with single releases scattered across 2016, 2022, 2023, 2025, and 2026, showing no consistent pattern. Traction leaders are Dash Core, Bitcoin Core, and usdt-wallet-rs, each with 0 stars, indicating similar activity levels.
  12. AI government scheme assistants17 entriesfirst seen 2026-06-12This cluster consists of AI-powered multilingual assistants that help Indian citizens discover, check eligibility for, and apply to government welfare schemes. The dated history before the index start is thin, with entries scattered from June 2025 to July 2026 and a slight uptick in July 2026. Traction is led by haqdaar with 1 star, while official-helper-ai and ByteCrew have 0 stars.
  13. AI natural language app builders17 entriesfirst seen 2026-05-14Cluster of 26 AI app builders that turn plain-language descriptions into runnable web, mobile, or local applications, typically with live previews and iterative refinement. Dated entries appear sporadically from mid-2018, with most activity concentrated in 2026 (March, June, July). Traction is led by vibra-code with 120 stars; other known members have negligible star counts.
  14. macOS AI coding agent monitors17 entriesfirst seen 2026-04-27This cluster consists of macOS utilities that monitor AI coding agents during remote sessions, surfacing live status in the notch, Dynamic Island, or menu bar, and alerting developers when tasks finish or need input. The dated history before the index start includes only four entries, too thin to discern a trend shape. Among the known members, MioIsland leads traction with 542 stars, followed by codestatus (8 stars) and auspex (5 stars).
  15. Stripe SaaS revenue dashboards17 entriesfirst seen 2026-03-30These products are Stripe-connected dashboards for small SaaS founders, tracking MRR, churn, growth, LTV, and related subscription metrics. Before the index start, dated entries occurred in Feb (2), Mar (2), and Jun (3), with no dated entries in Apr/May and the highest monthly count in Jun. SaaS-Monitor leads traction with 4 stars; the other named members show 0 stars.
  16. Exam preparation platforms17 entriesfirst seen 2026-03-19These are exam preparation platforms offering practice questions, mock exams, and progress tracking, aimed largely at Nigerian students preparing for WAEC, JAMB, NECO, and SAT, with some also providing AI explanations or an AI tutor. The dated history before the index start is thin: one entry in July 2013, then a single entry each in August 2025, December 2025, March 2026, and June 2026, so the shape is an early lone entry followed by a recent monthly cadence. Traction leaders by activity signal are cert-test with one star, while enem-pratica-platform and PrepDeck have zero stars.
  17. AI rental property management platforms17 entriesfirst seen 2026-03-16This cluster consists of AI-powered platforms for managing rental properties, covering tenant screening, maintenance, billing, and lease analysis. The dated entries appear sporadically from November 2025 to July 2026, with one entry each in those months, showing no clear trend. PropMind leads on traction with 10 stars, while kaya-rentals and nesterlane have 0 stars each.
  18. Gamified kids chore apps17 entriesfirst seen 2026-03-16This cluster consists of mobile apps that turn children's chores and routines into quests with points, levels, and parent-approved rewards. Dated entries before the index start rose from 1 in November 2025 to 3 in May 2026, then held steady at 2 per month for June and July. Traction leaders are Kerigami, Pumpkin, and Questbound, each with 0 stars.
  19. Screen recording and editing tools17 entriesfirst seen 2026-03-15This cluster comprises screen recorders with editing capabilities, spanning desktop, mobile, and open-source tools, often adding auto-zoom, cursor effects, and webcam overlays. The dated history shows a single entry in 2012-05, another in 2020-09, and three entries across 2026-03, 2026-06, and 2026-07, indicating a sparse early presence with recent activity. On traction, capturecat leads with 1 star, tied with halo.
  20. Price quotation PDF generators17 entriesfirst seen 2026-03-09This cluster consists of web apps for generating formal price quotations, covering automatic numbering, tax calculations, and branded PDF exports. The dated history is too thin to read a shape from, as only three dated entries exist before the index start and five members have no source date. Traction leaders, all with zero stars, are billing_app, Surat-penawaran, and rfq-quote-demo.
  21. Content repurposing and conversion tools17 entriesfirst seen 2026-03-01This cluster consists of tools that repurpose a single source piece—such as a blog post, video, or LinkedIn update—into multiple platform-specific formats like tweets, LinkedIn posts, newsletters, and blog articles. The dated entries before the index start are sparse, with a single entry in each of five months from March 2025 to May 2026, showing no strong growth trend. Traction leaders are repostshield, content-catcher, and contentpilot-ai, with repostshield at 0 stars and the other two at 1 star each.
  22. Multi-provider AI chat clients17 entriesfirst seen 2026-02-21This cluster comprises web-based chat clients that let users converse with multiple AI models using their own API keys, often storing data locally without requiring login. Entries appeared sporadically from July 2025 to May 2026, with single entries in most months and two in February 2026, showing no consistent growth pattern. Nash and oriveo lead in traction, with oriveo at 24 stars and Nash at 14 stars.
  23. Local-first personal finance apps17 entriesfirst seen 2026-02-21This cluster comprises local-first personal finance and budgeting apps that track spending, budgets, and savings goals without requiring bank logins or cloud accounts. Dated entries appear irregularly from December 2024 through July 2026, with a single entry in late 2024 and a small cluster in mid-2026, but the overall history is sparse. Among dated members, LocalFi leads in traction with 9 stars, followed by Ledgerly and griya-kas with 1 star each.
  24. University administrative workflow portals17 entriesfirst seen 2026-02-21This cluster comprises web applications for university administrative processes—finance management, inventory control, and research grant administration—each built around role-based approval workflows. The cluster's dated history is too thin to read a shape from, as only 3 pre-index entries exist. On traction, sta-bx leads in activity signal, followed by Student-Result-Management and UGTM.
  25. Sign language translation apps17 entriesfirst seen 2026-02-20This cluster consists of web and mobile applications that use live camera feeds to translate sign language gestures into text or audio, with one outlier that crowdsources gesture videos to build a dataset. Only two dated entries exist before the index start, so the cluster's dated history is too thin to read a shape from. The clearest traction leader is sign_speak_web based on its three-star activity signal.
  26. Travel agency management dashboards17 entriesfirst seen 2026-02-06This cluster consists of web dashboards for travel agencies to manage bookings, packages, trips, customers, and daily operations. The dated entries span from April 2017 to February 2026, with a long gap after 2017 and a concentration of entries from mid-2025 to early 2026. The traction leaders, each with zero stars, are ts-task-control-ui, Travel-Agency-DashboardV2, and holidaybank-web.
  27. Reservation websites with admin dashboards17 entriesfirst seen 2026-01-24This cluster consists of 11 websites that primarily offer online reservations and an admin dashboard for managing bookings or content, spanning restaurants, a café, a mall, and an apartment-rental service. The dated history before the index start is too thin (only 4 entries) to read a shape from, so the cluster's trajectory predates the index or is largely undated. Traction among members is uniformly low, with nassiri-apartment, mall, and cafe-aux-trois-licornes each showing the highest activity signal at 0 stars.
  28. Camera motion alert apps17 entriesfirst seen 2026-01-22This cluster consists of camera-monitoring applications that detect motion or activity and send alerts, with some variants adding object-specific detection for cats or people and crowding. The dated history before index start shows an isolated entry in April 2019, followed by entries in May 2025, November ​2025, January ​2026, and April ​2026 – a sparse presence until the recent months. The traction leader by activity signal is AI-Crowd-Detection-Surveillance-System(1 star, followed by NovaGuard(2 stars,and violation_detect(0 stars.
  29. Export-import logistics management apps17 entriesfirst seen 2026-01-10This cluster consists of web applications that manage export-import logistics operations, shipments, and trade documentation for businesses. Only three dated entries exist before the index start, so the dated history is too thin to read a shape from — it predates the index or its members are undated. Traction leaders are global-to-local-ship, FE_XNK, and elsewedy-export-hub, all activity signals tied at 0 stars.
  30. Personal note-taking web apps17 entriesfirst seen 2026-01-07All five members target personal note-taking via the web, covering creation, organization, and management. The pre-index dated history shows intermittent entries across 2025 and early 2026, with a slight increase in January 2026, but the overall pattern is thin and irregular. Traction leaders are django-notes, Paper-Pessoal, and sveltenotes, all at zero stars, indicating no significant community activity yet.
  31. Education course management platforms17 entriesfirst seen 2026-01-05The cluster consists of web platforms that help educational institutions manage courses, student enrollment, assignments, and progress tracking. The dated history before the index began shows entries appearing from February 2025 through July 2026, with a slight concentration around late 2025 and early 2026 and a steady but low rate otherwise. Traction leaders based on activity signal are portal-praktik-poliwako, Capstone-Design-Manager-Fall-2026-, and bandzen, all showing zero stars.
  32. Multi-cloud desktop file managers17 entriesfirst seen 2025-12-19This cluster comprises desktop file managers that connect to multiple cloud storage providers, enabling users to browse, transfer, sync, and mount files across local and remote locations. The cluster's dated history is too thin to read a shape from – only 4 dated entries exist before the index start, so the pattern predates the index or members are undated. On traction, BackBlaze2Sync leads with 4 stars, followed by s3viewer (2 stars) and s3-browser (0 stars).
  33. School management SaaS platforms17 entriesfirst seen 2025-12-18This cluster comprises SaaS platforms managing school operations such as student records, attendance, grading, fees, and certificates, with verticals for Islamic centers, PE teachers, and driving schools. The dated entry history shows one product in December 2025, followed by two in each of March and April 2026, indicating a steady low-level flow. The only product with any traction signal is 2026-Kite-Class-Platform with 1 star; no other product shows activity.
  34. Classroom content sharing apps17 entriesfirst seen 2025-12-17This cluster consists of web apps that facilitate sharing and distributing classroom materials between teachers and students, including uploads, feeds, and announcement boards. The dated history before the index start is too thin to read a shape from, with only one dated entry. Traction leaders by activity signal are classboard, classmate, and ramagya-vocational, each currently at 0 stars.
  35. Team project and task management apps17 entriesfirst seen 2025-11-26This cluster consists of web-based applications that help teams create, assign, organize, track, and collaborate on tasks and projects. Before the index started, the cluster had five dated entries spread across 2025-07, 2025-08, 2025-11, 2025-12, and 2026-05, with one entry each month—too thin a pattern to infer a clear trajectory. Among traction leaders, taskify shows the strongest activity signal with 2 stars, while plio and sistema-web-gestao-de-tarefas have 0 stars each.
  36. AI resume and portfolio builders17 entriesfirst seen 2025-11-23The cluster consists of AI-powered web applications that generate professional portfolio websites and resumes from user input, often converting PDF resumes or profile data into customizable sites with templates and PDF export. Dated entries before the index show an initial pair of creations in early 2025, a gap, then steady monthly additions from November 2025 through July 2026, with the highest count in June 2026 (3 entries). Among traction leaders, landingpage-ai shows the strongest activity signal with 3 stars, while the other listed leaders have 0 stars.
  37. AI model token cost comparison17 entriesfirst seen 2025-11-10This cluster consists of web tools that help developers estimate or compare the token pricing of AI models, often across many providers, to find the cheapest option for a given project or prompt. The dated history is too thin to read a shape from, as only four pre-index entries exist and three members have no source date, so the cluster predates the index or its members are undated. Among traction leaders, nikclas leads with 2 stars, while the other two members have 0 stars.
  38. Islamic education management platforms17 entriesfirst seen 2025-11-02This cluster consists of web-based management platforms for Islamic schools, Quran academies, and independent teachers, covering attendance, memorization tracking, student records, and billing. Dated history shows entries appearing in most months from November 2025 through July 2026, with one or two entries in each month, indicating steady but sparse activity. Alhalaqa leads traction with 2 stars, while other named members (profe, madrassa-ms) have 0 stars.
  39. Local business map discovery tools17 entriesfirst seen 2025-10-30This cluster comprises web-based and map-centric tools for discovering, listing, and analyzing local businesses, spanning directories, analytics, and lead generation. The cluster's dated history is too thin to read a shape from, as only three dated entries exist before the index start and several members are undated. Business-search-system leads in traction with 13 stars, while other members show no star activity.
  40. AI markdown note-taking apps17 entriesfirst seen 2025-10-21This cluster consists of markdown note-taking apps that use AI to assist with writing, summarizing, organizing, and retrieving notes, with an emphasis on local-first, private, offline use. The five dated entries before the index start are isolated: one in September 2023, then three in 2025 (March, June, October), and one in May 2026. Traction leaders are knemora and memglow, each with 2 stars, followed by paros-advisor with 1 star.
  41. AI personal finance trackers17 entriesfirst seen 2025-10-20This cluster consists of AI-powered personal finance trackers and assistants that automate expense categorization, budgeting, and provide financial insights. The dated history before the index shows a concentration of entries from March to June 2025, followed by a sparse period and a modest increase in early 2026, though the overall pattern is irregular. Traction is led by finzo with 1 star, while Vaney and Finza-AI-Finance-Tracker each have 0 stars.
  42. Family chore and task management17 entriesfirst seen 2025-10-15This cluster comprises household and family task management apps that organize chores, routines, schedules, and sometimes rewards or leaderboards. Dated entries before the index start span from December 2017 to May 2026, with an initial entry in 2017, a gap until 2024, and then a series of monthly entries from April 2025 onward, peaking at three entries in April 2026. Traction leaders (by activity signal) are po26006-aktivite-takip, Ohai.ai: Household Assistant, and frieda, each with 0 stars.
  43. Custom logo design tools17 entriesfirst seen 2025-10-08The cluster consists of web-based tools for creating and customizing logos, badges, and related graphics, ranging from template-based design to algorithmic generation and brand-compliance checking. The dated entries before the index start show a sparse timeline: a single entry in February 2015, followed by three entries in early 2025 and one in January 2026, with most members lacking a source date. The leading traction signals are weak, with yourcustomemblem, logomaker, and LCCTO-Logo-Builder-v2 each showing 0 stars.
  44. Sustainability gamification apps17 entriesfirst seen 2025-10-03This cluster comprises mobile and web apps that gamify environmentally responsible actions—such as recycling, carbon reduction, biodiversity tracking, and workplace sustainability—by awarding points, badges, and leaderboards. The dated entries are sparse, appearing singly in six non-consecutive months from May 2025 to June 2026, indicating a slow, intermittent discovery stream. The traction leader is TakaSmart-Reward-System with 3 stars, while the other two named products, tracking and Carbon-Wallet-App, have 0 stars.
  45. Personal daily-life organizer apps17 entriesfirst seen 2025-09-24This cluster consists of personal organizer, task management, note-taking, and habit-tracking applications that consolidate routines, reminders, and some adjacent life areas such as bills or finances into a single interface. Their dated history spans March 2025 through July 2026 across eight entries, appearing sporadically in six different months with no consistent rhythm, which makes any shape too irregular to describe beyond having a sparse and scattered pattern. The traction leaders are life-craft-tasks, minihome, and DailyBuddy, each showing 0 stars as their activity signal.
  46. Food expiration reminder apps17 entriesfirst seen 2025-09-23This cluster consists of apps that track food or product expiration dates and send reminders before items spoil. Dated entries before the index start are thin: one in 2021, one in 2024, two in 2025-09, one in 2025-11, and one in 2026-05, suggesting intermittent early activity with slightly more recent entries. MEDSAFE leads on traction with 1 star, while other members have 0 stars.
  47. Marketing ad copy generators17 entriesfirst seen 2025-09-23This cluster consists of 16 tools that generate marketing and advertising copy, creatives, slogans, or scripts from inputs such as product descriptions, images, or prompts. The five dated entries are spread across 2025, with two in January and single entries in April, May, September, and October, suggesting a slow and sporadic addition of tools rather than a concentrated launch period. Seven members have no recorded source date, and the traction leaders—adaptable-copy, frame-ad-maker, and lifeinvader-ad-builders—are all tied at zero stars, indicating minimal observed engagement.
  48. Safety monitoring dashboards17 entriesfirst seen 2025-09-20The cluster comprises web-based dashboards and apps that monitor safety conditions, incidents, and risk data across domains such as mining, roads, textiles, and smart towns. Common features include sensor or camera feeds, hazard reporting, alert routing, and analytics, but they are siloed by sector. The dated entry history before the index start is too thin to read a shape from, with only two dated entries, and all listed traction signals are at zero stars, so no clear leader emerges.
  49. Interactive quiz web apps17 entriesfirst seen 2025-09-19This cluster consists of interactive quiz web applications that let users test knowledge across topics like programming, web development, wine, and general knowledge, often with features such as instant feedback, progress tracking, leaderboards, and login systems. The dated history shows entries appearing sporadically from January 2024 through February 2026, with most months having one or two entries and the highest monthly count being three in March 2025. Traction leaders, based on activity signal, are quiz.itsash.in, pense-bem-web, and guiiyy787yyyujhggh, each at 0 stars.
  50. Sales lead management tools17 entriesfirst seen 2025-09-14This cluster comprises sales lead management tools that capture, track, and organize prospects, with pipeline management and follow-up automation. Dated entries before the index start show a sporadic pattern from February 2025 to January 2026, with monthly counts ranging from 1 to 2, indicating a steady but irregular flow of new products. All three traction leaders—lead-engine, lead-pipeline, and clinicals-app-clone—have the same activity signal of 0 stars, so no product stands out as a leader.

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.