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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. AI travel itinerary apps57 entriesfirst seen 2025-07-27This cluster consists of AI-powered travel applications that generate personalized itineraries and trip recommendations based on user preferences, budget, and travel style. Entry activity was sporadic from 2009 to 2016, then resumed in 2023 and increased through 2026, with the busiest months in late 2025 and mid-2026. Anygo leads traction with 95 stars, while other dated members show minimal activity.
  2. Vocabulary learning web apps57 entriesfirst seen 2025-03-19This cluster consists of web and PWA applications focused on vocabulary acquisition, primarily for English and Spanish learners, using spaced repetition, flashcards, quizzes, and progress tracking. Dated entries appear sporadically from 2014, with a single entry in 2014, a gap until 2020, then entries in 2021, 2023, 2025, and a few more in early 2026, though most members lack source dates. Traction leaders are Vokabel (3 stars), wordbook-worker (1 star), and loop-vocabulary (0 stars).
  3. General-purpose AI chatbot apps57 entriesfirst seen 2023-01-04These are mobile AI chatbot apps offering broad assistance such as answering questions, writing essays or emails, translating languages, solving math, generating images, and coding help. Entry activity begins with a single entry in January 2022, then concentrates in the first eight months of 2023, followed by sporadic entries through mid-2026. Traction leaders include Cloud Ai: Chatbot Agent Assist, AI Chat Assistant – OrNET AI, and dev HTML Playground: Web IDE, all showing 0 stars.
  4. Mind-mapping and idea organization apps57 entriesfirst seen 2017-12-12This cluster consists of mind-mapping and visual idea-organization applications, many of which incorporate AI-assisted node editing or generation. The dated history, based on pre-index months, shows an early sparse phase (7 entries from 2019 to 2024) then a denser phase(13 entries from 2025 through 2026-07. Traction leadership is minimal, with opensource-xmind having 12 stars and NODUS having 2 stars.
  5. Self-hosted music streaming57 entriesfirst seen 2012-09-19The cluster consists of self-hosted music streaming servers and clients that let users manage, browse, and play their own audio libraries from personal hardware. Entry counts show a sparse but steady trickle of new projects from 2009 through 2026, with a handful of months in 2025–2026 recording two to four entries. Among tracked members, musik-mobile has the strongest traction signal at 4 stars, while ampache and ytmdl trail at 0 and 1 stars respectively.
  6. SMB business management suites57 entriesfirst seen 2011-08-17This cluster comprises all-in-one business management SaaS platforms for small and mid-sized companies, unifying operations, finance, CRM, inventory, invoicing, and HR. Dated entries are sparse from 2011 through 2023, then increase from late 2025, with a peak of seven in March 2026. Traction is led by ruoyi-office with 295 stars, while other named products show no activity signal.
  7. Admin dashboard management tools56 entriesfirst seen 2026-07-17This cluster comprises web-based administrative dashboards for managing operations, users, content, and domain-specific data across sectors like transport, education, and civic services. The pre-index entry timeline shows sporadic monthly additions (1–3 per month) from February 2025 to July 2026, with no clear growth or decline pattern. The products with the highest activity signal are calendar-admin-hub, ecola-desktop, and secunion-admin, each at 0 stars.
  8. AI coding token usage dashboards56 entriesfirst seen 2026-04-12This cluster consists of desktop and terminal dashboards that track token usage, API costs, and subscription quotas for AI coding assistants, aggregating data across models and tools. The dated history before the index shows 8 entries spread over April to July 2026, with monthly counts of 3, 2, 1, 2—a thin and uneven pattern, offering no clear directional trend. Among these early members, cc-usage leads with 30 stars, followed by hermes-plugin-session-analyzer at 16 and omarchy-usage-dashboard at 15.
  9. E-commerce apps with admin panels56 entriesfirst seen 2026-04-03This cluster comprises e-commerce web applications featuring product catalogs, shopping carts, checkout, payment processing, and an admin dashboard for managing products, orders, and users. The dated history before the index start shows entries appearing sporadically from February 2025 to June 2026, with the most entries (2) in April 2026. Traction leaders include Ecommerce with 2 stars, Allbird-Ecommerce-v2 with 1 star, and garimpodamadame with 0 stars.
  10. QR code attendance tracking apps56 entriesfirst seen 2025-11-13This cluster includes mobile and web applications that use QR-code scanning to record and track attendance for classrooms, events, and workplaces, with some adding role-based access, dashboards, or analytics. Entries appeared intermittently from April 2025 through July 2026, with monthly counts ranging from one to three, showing a steady but low-level introduction of new products. Among members with traction signals, Attendance-System leads with 2 stars, followed by Mark-d with 1 star and Presensi-magang with 0 stars.
  11. Compliance and audit management platforms56 entriesfirst seen 2025-08-08This cluster comprises web and desktop applications for compliance, audit, inspection, and governance workflows, covering tasks like document verification, regulatory monitoring, and audit trail logging. The dated entries before the index start show a slow, sporadic addition of products from February 2025 to July 2026, with no clear upward or downward trend. Traction leaders, based on activity signals, are cap-tracker (0 stars), ca-compliance-vault (1 star), and audit-os (1 star).
  12. General e-commerce shopping apps56 entriesfirst seen 2025-05-20This cluster comprises web and mobile applications that let shoppers browse product catalogs and complete online purchases, with most being general-purpose online storefronts and a few vertically focused examples (electronics, rugs, plants) plus special cases like a B2B procurement app and a shoppable-video app. Dated entries before the index start show a lone 2021 entry, then a break, followed by sparse appearances from February 2025, a steady trickle of one to two entries per month from May through December 2025, with the last quarter seeing two each month. All three traction leaders—amazon_icon, AgentCart, and awa-labs-shoppable-videos—show zero stars, indicating no standout activity advantage.
  13. Avatar creation and customization tools56 entriesfirst seen 2025-04-01This cluster comprises web and mobile tools for creating, customizing, and generating avatars and profile pictures, ranging from cartoon and pixel styles to AI-generated and animated avatars. Dated entries are sparse and sporadic, appearing in 2014, 2018, 2023, and mid-2025, with the most dated entries in July 2025 (2). Blobatar leads on traction with 795 stars, while other members show 0 stars.
  14. Decision support and comparison apps56 entriesfirst seen 2021-04-09This cluster comprises web and mobile apps that guide users through decisions using comparisons, voting, pros/cons lists, weighted criteria, or structured methods like AHP. The dated history shows entries scattered from April 2021, with a more regular presence from January 2025 through June 2026. The traction leaders by activity signal — Decision_Journal, sage-suggestions, and RedvsBlue — all have zero stars, indicating minimal user traction.
  15. Shared household chore trackers56 entriesfirst seen 2020-07-06The cluster comprises mobile and web apps for coordinating household chores among roommates, couples, and families, often adding gamification, rewards, or fairness algorithms. Dated entries before the index start span from 2015-12 to 2026-07, with a gradual increase in monthly counts, though the shape is not dramatic. Traction leaders by activity signal are Burrow: Chore Chart & Tracker, Chore Focus: ADHD Task Manager, and Unlo, all with 0 stars.
  16. Safari ad and tracker blockers56 entriesfirst seen 2015-10-17This cluster is composed of Safari content blockers that remove ads, trackers, pop-ups, and often adult content, emphasizing faster browsing, lower data usage, battery savings, and privacy; many offer custom blacklists, whitelists, iCloud sync, and family-safety modes. Dated entries begin in September 2015 and continue through June 2026 in a steady trickle, with most months recording a single new product and occasional months recording two, showing a lengthy, low-volume pattern without a distinct upward or downward trend. Among the oldest date points, traction leaders include uShield: Browser AdBlocker, Ad Blocker for Safari Heimdall, and Lynx - Adblocker & privacy, though all exhibit low activity signals (0 stars each).
  17. Mobile form & survey builders56 entriesfirst seen 2013-02-08This cluster comprises mobile apps for creating, editing, and managing forms, surveys, and quizzes, with heavy integration with Google Forms and Drive, plus features like templates, offline collection, AI generation, and export to spreadsheets. Dated entries span from 2013 to 2026, with the number of monthly entries gradually increasing and the highest concentration occurring in 2024-2026. Traction is currently led by Nest Forms - Survey builder, Form Editor for Google Forms, and Forms for Google Drive ™, each with the highest activity signal (though all at zero stars).
  18. COVID-19 statistics dashboards55 entriesfirst seen 2026-08-16This cluster comprises web, desktop, and spreadsheet-based tools that track and visualize COVID-19 case counts, deaths, recoveries, and related metrics, ranging from global views to country-specific dashboards for India, Brazil, Colombia, Italy, and the Philippines. The cluster's dated history is too thin to read a shape from — it predates the index or its members are undated, with only 0 dated entries before index start. Traction leaders include covid19-data-dashboard-visualization and Excel-COVID19-Global-Dashboard, each with 1 star, and covid19-pandemic-analytics with 0 stars.
  19. SaaS subscription analytics dashboards55 entriesfirst seen 2025-12-12This cluster consists of analytics dashboards that unify subscription revenue and user metrics from payment and backend providers for SaaS operators, tracking MRR, retention, cohorts, forecasts, churn, and failed-payment recovery. Before the index start, dated entries were recorded from October 2025 to June 2026, with monthly counts of one in most months and higher counts in April (4) and June (3), indicating periods of greater activity without a clear trend. Traction leaders among members are opsly-saas (2 stars) and InsightFlow (1 star), with norte at 0 stars.
  20. New tab page dashboards55 entriesfirst seen 2025-11-10This cluster consists of browser extensions and web apps that replace the new-tab page with customizable dashboards featuring widgets, shortcuts, tasks, notes, themes, and local data storage. The dated entries before the index start are sparse (one in 2016-12, one in 2025-11, one in 2026-03, two in 2026-05, one in 2026-07), so the cluster's dated history is too thin to read a shape from. Among members with activity signals, multi-row-tabs leads with 241 stars, followed by x-media-grid-restore at 62 stars and tab-out at 51 stars.
  21. Job search and apply web apps55 entriesfirst seen 2025-10-22This cluster consists of web applications that let job seekers search for openings and submit applications. Dated entries before the index start show a thin but persistent stream from August 2018, with a small concentration in early 2025 and another set from late 2025 into early 2026. The traction leader is hamsiny-jobfinder with 13 stars, followed by JEV---Job-Hiring-Content-Detector with 2 stars and job-aggregator with 0 stars.
  22. Public transit information apps55 entriesfirst seen 2025-07-15This cluster comprises web and mobile applications that provide public transit riders with schedules, routes, and real-time arrival information. The dated creation history before the index start spans from 2009 to 2026, with each month typically contributing a single entry, resulting in a sparse and uneven timeline. Traction leaders among these products are bondibase with 2 stars, while Pamana and Poth.bd each have 0 stars.
  23. Video sharing platforms55 entriesfirst seen 2025-05-02This cluster consists of video platforms for uploading, browsing, watching, and sharing user-generated content, often with social features (comments, subscriptions, playlists), creator dashboards, or decentralized/P2P variants. Dated history is thin, with only 13 entries before the index start (1 in Sep 2012, 1 in Apr 2018, 1 in May 2022, and the rest from 2023–2026), so no clear timeline shape can be inferred. Traction leader is drivetube (130 stars), followed by videoplatform and Momo-Social (1 star each).
  24. Tourism destination guide websites55 entriesfirst seen 2025-02-21This cluster comprises tourism and travel websites that present destinations, attractions, and travel information to visitors planning trips. The cluster's dated history is too thin to read a shape from, with only 4 dated entries before the index start and 32 members lacking source dates. Traction leaders are TOURISME-CI (1 star), Alyahmaatourism (0 stars), and pykaralake (0 stars).
  25. Mobile document scanning OCR apps55 entriesfirst seen 2018-07-28This cluster of 34 mobile apps digitizes paper documents via camera into PDFs, offering OCR text extraction, editing, e-signing, encryption, and file organization. New entries appeared steadily from June 2015 through July 2026, with most months seeing a single product and a few months seeing two, forming a long, consistent trickle rather than any sharp pattern. The traction leaders are PDF Editor & Converter - PDNob, Cam PDF OCR Document Scanner, and PDF Scanner AI: Scan Documents, though their activity signal (stars) is listed as zero.
  26. Virtual stock trading simulators55 entriesfirst seen 2017-03-02This cluster consists of virtual stock trading simulators and paper trading platforms that let users practice buying and selling securities with virtual money, often using live or historical market data. Dated entries prior to the index start appear sporadically from March 2009 to July 2026, with the only concentration being four entries in March 2026. Traction is led by PaperTradeAgent-CN with six stars, while smells-like-alpha and bar-replay each have one star.
  27. Private media vault apps55 entriesfirst seen 2011-02-08This cluster comprises 26 mobile apps that hide, encrypt, and PIN- or biometric-protect private photos, videos, and sometimes other personal data in a vault. Dated entries appear steadily from 2011 through mid-2026, with a slight increase in frequency around 2023–2024. The traction leader is memvault with 6 stars, while other members show 0 stars.
  28. Recipe import meal planners55 entriesfirst seen 2009-10-09This cluster comprises mobile apps that import recipes from websites, social media, photos, videos, PDFs, and handwritten notes, then organize them into digital cookbooks with meal planning and automated grocery list generation. Entries date back to October 2009, with sporadic releases over the following decade and a noticeable increase in frequency from February 2026 through July 2026. The traction leaders by activity signal are Kooking: Recipe Organizer, Marinaid - Recipe Manager, and Recipe Organizer: Rind, all of which currently show zero stars.
  29. Price quote and estimation tools54 entriesfirst seen 2026-08-18This cluster comprises 53 products focused on generating price quotes and estimates, ranging from generic web apps to niche tools for trades, events, and specific industries. The dated history before the index shows sporadic entries across months (April 2025 to July 2026) with no clear pattern—peaks are absent, and activity is too sparse to indicate a trend. Among those with activity signals, quoter leads with 1 star, while precifica and Aeon_Presentation trail at 0 stars each.
  30. Personal finance tracking apps54 entriesfirst seen 2026-08-13This cluster consists of personal finance apps focused on expense tracking and budget management. The dated entry history shows isolated entries from 2015 to 2024, with a more consistent pattern of multiple entries per month starting in 2025. Traction is led by homebase-money with 4 stars, followed by penny (2 stars) and finance-with-kanjoos (0 stars).
  31. Generic online marketplaces54 entriesfirst seen 2026-06-19This cluster consists of online marketplace ideas that connect buyers and sellers for trading goods, with near-identical value propositions. Dated entries before the index start appear intermittently from January 2025 through July 2026, with monthly counts varying between 1 and 5 and a peak of 5 in June 2026, though the overall pattern is sporadic rather than consistent. All traction leaders (bazar-website, m-bazar, refripronovo) have zero stars, indicating no standout adoption among them.
  32. Multi-platform social media schedulers54 entriesfirst seen 2025-09-26This cluster consists of social media scheduling and publishing tools that let users plan, draft, schedule, and auto-publish content across multiple platforms from a single dashboard. The dated history is sparse and irregular: a lone entry in January 2013, then nothing until November 2022, a couple of entries in 2025 (June and September), and a small concentration in early 2026 with the most entries in any month being three in February 2026. On traction, hookpost leads with 2 stars, followed by redd-ninja (1 star) and Drafter (0 stars).
  33. AI text-to-image web apps54 entriesfirst seen 2025-09-04This cluster consists of web-based tools that generate images from user text prompts using AI image models, often aimed at creators, designers, and general users. The dated entries before the index start show a sparse beginning in April 2023, a long gap, then a gradual rise through 2025 with the most activity in July 2025 (4 entries) and lighter entries into early 2026. The traction leader is orbis-pictus with 27 stars, followed by Goodie-AI with 17 stars, while Runway: AI Image & Video shows 0 stars.
  34. Pharmacy management platforms54 entriesfirst seen 2025-08-01This cluster consists of web and mobile applications for pharmacy operations, covering inventory, prescriptions, sales, orders, billing, and customer management across retail, compounding, and chain pharmacies. The dated entry history before the index start is 19 members, with monthly counts varying from 1 to 5 between April 2025 and June 2026, showing no clear monotonic trend. Traction leaders, all with 0 stars, are substractum, elbadry-pharmacy-mobile, and smart-order-share, indicating early-stage activity rather than established popularity.
  35. Employee records management apps54 entriesfirst seen 2025-07-10This cluster comprises web and desktop applications for managing employee records, HR workflows, and related administrative tasks. The dated history before the index start is too thin to read a shape from -- it predates the index or its members are undated. Traction is led by Employee-Management-System-Streamlit with 3 stars, while manajemenpegawaibpvp and coreCPAT have 0 stars.
  36. Advertising campaign management platforms54 entriesfirst seen 2025-06-28This cluster comprises 45 web applications for advertising agencies and businesses to plan, manage, and track digital ad campaigns, covering ad creative creation, client engagement, budget calculation, and campaign performance reporting. Dated entries before the index start span 2012 to 2026, with a single member in July 2012 and another in February 2015, then a denser set of members appearing between June 2025 and May 2026, suggesting an early sparkle followed by a renewed build-up in the mid-2020s. On traction, the leader is meow-creative-haus-2 (1 star), with marketing-juff and gidhub-ads both at 0 stars.
  37. Social community discussion platforms54 entriesfirst seen 2025-06-04This cluster encompasses social platforms and apps centered on community-driven discussions, content sharing, and interest-based groups, ranging from general-purpose forums to niche communities like crypto, car enthusiasts, poets, and makers. Dated entries before the index start span from 2011 to 2026, but the timeline is sparse and irregular—an early pair in 2011 is followed by a long gap until two entries in 2023, then scattered single entries across 2024–2026. Traction is led by NSOSYAL with 60 stars, far ahead of ungdungtubi (3 stars) and kind-voices-hq (0 stars).
  38. Online clothing retail stores54 entriesfirst seen 2025-05-31This cluster comprises online stores selling clothing, fashion accessories, and lifestyle products, spanning general apparel, streetwear, menswear, womenswear, and niche segments like leather jackets, lingerie, and developer-themed gear. Dated entries before the index start are sparse and irregular, with a single entry in most months and a small peak of two in May 2025, making the overall shape too thin to read as a trend. Traction leaders based on activity signal are Handbags-Avenue and dm-modas with 0 stars, and devstyle-shop with 1 star, though none shows strong traction.
  39. Personal portfolio websites54 entriesfirst seen 2025-03-05This cluster consists of personal portfolio websites that showcase an individual's projects, skills, and contact information, ranging from simple project-card layouts to terminal-style or desktop-environment simulations. The dated history shows early activity in early 2025, with a peak of 7 entries in March 2025 and then a decline to single-digit counts in subsequent months, with sporadic entries later. Traction is led by Developer-OS with 9 stars, while the other named members have 0 stars.
  40. Hotel reservation booking web apps54 entriesfirst seen 2025-02-19This cluster consists of web applications for searching, browsing, and booking hotel rooms, with common features like availability checks and reservation management. The cluster's dated history before the index start is too thin to read a shape from, as only 4 of its 14 members have source dates. The leading member by activity signal is 'reservations' with 1 star, followed by two others with 0 stars.
  41. Task management and to-do apps54 entriesfirst seen 2025-02-06This cluster comprises task management and to-do list applications focused on helping individuals create, organize, track, and complete tasks and subtasks, often with priorities, due dates, reminders, and progress visualization. The dated entry history shows sporadic appearances in 2021 and 2023, a clear concentration starting in early 2025 with the highest monthly count in March 2025, and a steady but lower monthly presence through July 2026. In terms of traction, todo-app leads with 4 stars, while TaskFlow-Task-Management-System and Task_manager each have 0 stars.
  42. Real-time collaborative whiteboards54 entriesfirst seen 2025-01-28This cluster comprises 22 products for real-time collaborative whiteboarding on an infinite canvas, with features like drawing tools, sticky notes, shapes, and live cursors. Dated entries before the index start appear sporadically from January 2025 to May 2026, peaking at three in January 2026, though no clear growth pattern is evident. Among traction leaders, Mesh leads with 4 stars, followed by draw-buddy (2 stars) and nexcanvas (1 star).
  43. Social media sharing apps54 entriesfirst seen 2025-01-13This cluster comprises social media and social networking web apps centered on sharing posts, connecting with people, and interacting with content. Dated entries before the index start span from March 2017 to June 2026, with sparse activity in 2017, 2019, and 2021, then a concentration of entries in 2025 and early 2026, peaking at three entries in February 2025. The leading traction signal belongs to social-app with two stars, followed by socialApp and bolt-fixer-friends with one star each.
  44. Terminal file managers and utilities54 entriesfirst seen 2015-07-07The cluster comprises terminal-based file managers and related utilities for navigation, file operations, media browsing, archiving, and system tooling. Dated entries span from 2013-08 to 2026-07, with a mostly sparse early history and a noticeable increase in monthly entry counts starting around 2025-09. Traction leaders are rovr, yazi-nightly-bin, and Atoms, each with 0 stars.
  45. Tax filing and refund apps54 entriesfirst seen 2013-01-17This cluster of 46 products spans tax filing, refund estimation, tax-code lookup, and government e-payment apps across multiple countries, from consumer-facing return prep to official issuance. Entries trace back to 2011 and appear on a mostly steady, low-frequency cadence (typically 1-2 per month) until just before the index start, without any single period showing a dominant cluster. Traction leaders are notaflow, Tax Asaan, and Asset Recovery: Tax Refund, each with 0 stars.
  46. Photo slideshow video apps54 entriesfirst seen 2011-12-19This cluster comprises mobile and desktop apps that turn personal photos and videos into music-backed slideshows with transitions, filters, stickers, text, and social sharing. The 43 dated entries before the index start appear sporadically from December 2011 to June 2026, usually one per month with occasional two-entry months, showing no clear trend. The traction leaders are Slideshow Maker: Photo Videos, Video Maker - Slideshow Editor, and MoShow Slideshow Maker Video, each with 0 stars, so none has established a strong public activity edge.
  47. Windows desktop AI agents53 entriesfirst seen 2026-08-21This cluster consists of Windows desktop assistants that embed an AI agent to automate tasks, with one emphasizing inspectable actions and manageable capabilities. The dated history is too thin to read a shape from, as only three dated entries exist before the index start, so the cluster predates the index or its members are undated. Traction leaders are tiny-engineer (274 stars), nuphus (74 stars), and Fan-Browser-Agent (38 stars).
  48. Construction project management apps53 entriesfirst seen 2026-02-16This cluster comprises web-based project management and tracking tools for construction and contracting businesses, covering scheduling, budgets, site logs, progress monitoring, and team coordination. Entry counts before the index start were low and sporadic, ranging from 1 to 3 per month with no clear trend. Agentic-siteflow leads on traction with 1 star, while Gestao_Obras and cashflow_xp each have 0 stars.
  49. Collaborative document editing tools53 entriesfirst seen 2025-09-12This cluster consists of collaborative document and text editing tools, including rich-text editors, Markdown workspaces, and real-time co-editing platforms with features like version history, access controls, and AI assistance. The dated history is sparse, with single entries scattered from 2008 to early 2026, showing no sustained pattern. Traction is led by prototype-annotation (19 stars), followed by Ajaia-Collaborative-Editor (2 stars) and sjtracker (0 stars).
  50. Fitness and gym studio websites53 entriesfirst seen 2025-08-11This cluster consists of websites for gyms, fitness studios, and specialized training centers (e.g., functional training, yoga, jiu-jitsu, dance). The dated history before the index is too thin to read a shape from, with only a few dated entries. Traction leaders are Superct, maxx-fitness-gym, and strong-start-fitness, all with 0 stars but highest activity signal.

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.