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WHITESPACE · CLUSTER INDEX · 9,472 CLUSTERS

Clusters

Every group of products the index has found building the same thing. Biggest collisions first, or newest first — all 9,472 of them, 50 to a page.

  1. Online investment and trading platforms33 entriesfirst seen 2026-01-07This cluster comprises web-based platforms for retail investing and trading, spanning stocks, forex, crypto, real-world assets, and managed portfolios, often with KYC, deposit/withdrawal flows, and admin panels. Dated entries appeared sporadically from March 2025 to July 2026, showing no clear growth trend before the index start. Traction leaders are Bloom, lahan-emas, and Project-Convex-Funding, each with zero stars.
  2. Offline desktop subtitle transcription33 entriesfirst seen 2026-01-03This cluster consists of desktop applications that transcribe audio and video files locally, offline, and often free, exporting subtitles in SRT format. Some also translate spoken content. The cluster's dated history is too thin to read a shape from — only three pre-index entries exist. The leading product by traction is whisper-gui-windows with 150 stars, followed by Moss-Transcribe-WebUI (12) and wavesubs (6).
  3. College match & comparison tools33 entriesfirst seen 2025-12-30The cluster consists of web and mobile apps that help prospective students discover, compare, and select colleges, universities, or degree programs based on criteria like cost, location, academics, and admission chances. The dated history before the index start is sparse and uneven: entries appear across eight months from May 2025 to May 2026, with a slight peak in December 2025 when two entries appeared. Traction leadership is shared by Tu-Futuro, z-score, and nestora, but all currently show zero stars.
  4. Employee and user onboarding tools33 entriesfirst seen 2025-12-28This cluster consists of web applications that guide new employees, users, or customers through step-by-step onboarding processes, typically via checklists and required tasks. The dated history before the index start is sparse and irregular, with two entries in January 2025 and single entries in May, November, and December 2025, and February, March, and May 2026. The highest-traction products are bridgepath and Cicerone-OnBoarding-App, both with 2 stars of activity signal.
  5. Educational administration platforms33 entriesfirst seen 2025-12-05This cluster comprises management platforms for education centers and students, covering scheduling, payments, grading, and attendance. The dated history shows sporadic entries from June 2025 through June 2026, with a slight increase in June 2026. CampusConnect leads in traction with 3 stars, while athena and srmcenter trail with 1 and 0 stars respectively. Four members have no recorded source date.
  6. Visual AI agent builders33 entriesfirst seen 2025-11-30This cluster comprises web platforms for building, configuring, deploying, and orchestrating AI agents, typically through a visual studio interface to automate workflows. The pre-index timeline from 2025-08 to 2026-07 shows a sparse, sporadic pattern with one or two entries per month, lacking a consistent trend. Traction is led by open-scouts with 1,357 stars, far ahead of myapi (83 stars) and agentcanvas (11 stars).
  7. Energy monitoring dashboards33 entriesfirst seen 2025-11-27This cluster comprises web-based dashboards for monitoring energy systems, including renewable generation (solar, hydro, wind) and broader energy market data such as demand forecasts, commodity prices, and storage projects. The five dated entries before the index began appear between May and December 2025, with a gap between May and September, then one entry per month from September through December, suggesting sporadic early releases. The leading traction signals are Solar-PV-Digital-Twin-Simulation with 2 stars, and polycab-solar-dashboard and renewable-energy-live-dashboard each with 1 star.
  8. Freelance client management dashboards33 entriesfirst seen 2025-10-26The cluster consists of freelancer-focused dashboards that unify client, project, invoice, and payment management. Entries pre-dating the index are sporadic, with 12 dated members spread across 2025-2026 showing no consistent upward or downward pattern. SoloHub leads on activity signal (4 stars), followed by client-management-system (3 stars) and proflow-case-study (0 stars).
  9. Helpdesk ticket management systems33 entriesfirst seen 2025-10-23This cluster comprises web-based helpdesk and ticket management platforms that let teams create, track, and resolve customer support requests. Dated entries before the index start appear sporadically from April 2025 through July 2026, with two entries in both June and July 2026, indicating a gradual but not dense pattern. HELPDESK.AI leads traction by far with 167 stars, while other members have minimal activity signals.
  10. Personal finance planning and coaching apps33 entriesfirst seen 2025-10-12The cluster consists of digital tools that assess financial health, provide personalized budgeting, savings, investment, and retirement guidance, and sometimes connect users with advisors. Dated entries are sparse from 2012, with a slight concentration in 2025 and early 2026; 12 members have no source date and the pre-index pattern shows an intermittent but non-accelerating emergence. Traction leaders, based on activity signal, are Oportun: Savings & Loans, money-finder, and on-the-line, though all currently show zero stars.
  11. Lottery analysis and prediction apps33 entriesfirst seen 2025-09-17The cluster comprises 25 web and mobile apps focused on lottery draw analysis, number prediction, ticket checking, and simulated or real-money lottery play. Dated entries before the index start are sparse: one each in 2017-11, 2025-09, 2026-01, 2026-03, 2026-05, and 2026-07, so the dated history is too thin to read a clear shape from. Traction leaders by activity signal are konhauxian (2 stars), with mega-sena and web-lottery-game both at 0 stars.
  12. Personal cash flow trackers33 entriesfirst seen 2025-09-04This cluster consists of 38 personal finance management apps focused on tracking income, expenses, cash flow, balances, and net worth, with variations in budgeting rules, gamification, and self-hosting. Dated entries before the index start show a sparse history (one in 2018-06, one in 2022-05), then a gradual rise through 2025, with four entries in 2025-12 being the largest single month, followed by a few more in 2026 up to July; overall, the timeline suggests modest, incremental growth rather than any dramatic pattern. On traction, Aurum leads by a wide margin with 147 stars, while wealth-compass (3 stars) and cashflow-app (1 star) trail far behind.
  13. Personal productivity dashboards33 entriesfirst seen 2025-08-18This cluster consists of personal dashboards and workspaces that consolidate tasks, notes, projects, and other information into a single interface. Dated entries before the index started (March 2024 through June 2026) show a thin, intermittent start with one entry in early 2024 and late 2025, then two per month in early 2026. DevTask leads on traction with 2 stars, while muse and summer-workbench have 0 stars each.
  14. university study room booking apps33 entriesfirst seen 2025-08-15This cluster consists of university-focused apps for reserving study rooms, labs, and campus spaces. Dated entries before the index start are sparse: one in December 2020, then none until August 2025, followed by entries in December 2025, June 2026, and July 2026, suggesting sporadic development over five years. Traction leaders, based on activity signal, are campus-library-reservation-system, RoomBookingFYP, and VKUBooking, but all show zero stars, indicating limited user engagement.
  15. Used car price prediction tools33 entriesfirst seen 2025-08-07This cluster consists of web apps and tools that estimate or predict used car prices from vehicle attributes using market data or machine learning. Dated entries before the index start appeared sporadically, with counts of 1, 1, 3, and 2 across 2025-08, 2025-12, 2026-04, and 2026-07, showing a modest increase in mid-2026. The traction leader is ilan-analiz with 56 stars, followed by olx-scraper with 12 and Vehicle-Platform with 1.
  16. Gym management platforms33 entriesfirst seen 2025-07-21This cluster comprises 25 platforms for managing gym and fitness club operations, covering memberships, attendance, payments, bookings, and staff workflows via admin dashboards. Dated entries before the index start were sparse and irregular, appearing in bursts across 2025-06 through 2026-07 with 15 total entries and no clear trend. Among members with traction signals, gym-hero leads with 2 stars, followed by gymportal-io with 1 star and xelf with 0 stars.
  17. Web code snippet editors33 entriesfirst seen 2025-07-19This cluster consists of web-based editors for writing, running, and sharing code snippets in the browser. Entry activity before the index start was spread across seven months from February 2025 to March 2026, with the largest monthly count being two in June 2025. Traction leadership is led by whichcodingtools with 8 stars, while pastehtml and SDE-Code-Web have zero stars.
  18. Occupational safety compliance platforms33 entriesfirst seen 2025-07-16This cluster comprises web-based tools for occupational health and safety compliance, covering risk assessments, training, PPE management, audits, and regulatory tracking across industries like construction, manufacturing, and food safety. The dated history is sparse and irregular, with six entries spread from June 2025 to June 2026, showing no clear growth pattern. Traction leaders are kpp-safety-form, eu4fs-sistemi, and hseq-visual-inspection-agent, each with 0 stars, indicating weak activity signals.
  19. AI waste classification and recycling guidance33 entriesfirst seen 2025-07-11The cluster consists of 20 AI-powered products that classify waste from photos and guide disposal, recycling, and sustainability practices. Before the index began, dated entries appeared sporadically starting in June 2023, then a series of monthly entries from July to October 2025, followed by additional entries in January, February, May, and June 2026. Traction leaders among these products are BinGO and sort-smart-mobile, each with 1 star of activity signal, followed by SmartWasteAI with 0 stars.
  20. Audio-visual generation and visualization33 entriesfirst seen 2025-06-23This cluster consists of web apps that bridge audio and visual media: visualizing waveforms and audio-reactive graphics, generating artwork or animations from sound, and synthesizing UI effects, risers, or ambient music from visual inputs. Dated entries before the index start are sparse: one in 2021-12, then a gap until 2025-02, followed by single entries in 2025-06, 2026-05, and 2026-07. Traction is led by procedural-sounds with 178 stars, while visual-audio-creator and anima each have 0 stars.
  21. Flappy Bird style arcade games33 entriesfirst seen 2025-06-03This cluster consists of browser and web games that recreate or riff on the Flappy Bird mechanic of tapping to guide a bird through obstacles, with variations like day/night cycles, webcam hand control, 3D multiplayer, and fantasy biomes. The dated history before the index start is too thin to read a shape from—only five entries are scattered irregularly from March 2025 to July 2026. On traction, vibe-jet leads with 67 stars, followed by Flappy-boi with 12 stars and birdddddd with 0.
  22. Business proposal generators33 entriesfirst seen 2025-06-01The cluster consists of web apps for creating, managing, and sending business proposals, with a couple also addressing business-idea validation and business plans. Of the dated entries, nine appear sporadically across months from January 2025 to July 2026, with most months having a single entry and two months having two, so no clear shape emerges; five members have no recorded source date. IdeaRotator leads on traction with 2 stars, while Lumine and ProposalRoom have 0 stars.
  23. Healthcare web apps33 entriesfirst seen 2025-05-25This cluster comprises 41 web-based software products serving diverse healthcare needs, including medication information, medical tourism, patient portals, hospital management, nursing care, and specialty clinics. Entries appeared steadily from early 2025 through mid-2026, with most months contributing one or two items, indicating a constant but modest creation cadence. The leading members by activity signal are schreiberinstitutodelavision, DrugIQ-V-0.0.1.1, and doctorly, each currently showing 0 stars.
  24. AI travel itinerary planners33 entriesfirst seen 2025-05-17This cluster comprises AI-powered travel planners that generate personalized itineraries from user preferences, destinations, budget, and schedule inputs. The dated history shows a scattered early entry in 2018 and 2022, followed by a gradual increase through 2025 and early 2026, with the most dated entries appearing in 2025-06 and 2026-02. Among members with activity signals, Trip_Mind_AI leads with 6 stars, while triploop has 0 and PlanMyTrip-AI has 1.
  25. Personal finance trackers33 entriesfirst seen 2025-05-13This cluster consists of personal finance trackers that let users record income and expenses, with some also supporting budgets and reports. The dated entry history before the index start shows sparse and irregular creation across 2025 and 2026, with peaks in May 2025 and July 2026, but no consistent trend. The top traction leaders all have zero stars, indicating no product has gained significant community traction yet.
  26. Web-based project management apps33 entriesfirst seen 2025-04-10This cluster of 27 products centers on web-based project and task management, covering team collaboration, agile workflows, dependency visualization, and niche features such as gamification and vibe coding. Dated entries appear in small numbers from March to May 2025, then only sporadic single entries through June 2026, giving a thin and uneven history; 8 members have no source date. The traction leaders—project_manager, GG-team-management-system, and project-tracker—all show zero activity signal, so no member stands out.
  27. Curated quote browsing apps33 entriesfirst seen 2025-03-27This cluster consists of web apps that display and organize curated collections of inspirational quotes for browsing, saving, and sharing. Dated entries before the index start are sparse, with only 10 total; the timeline shows a couple of entries in 2016, a long gap, then several entries clustered in 2025 and early 2026, though the overall pattern is thin and irregular. The highest-activity members are commonplace-book, creativetacos, and Quotely, each with zero stars. Twelve members have no source date.
  28. AI symptom checker apps33 entriesfirst seen 2025-03-26This cluster consists of AI-powered web and mobile applications that analyze user-reported symptoms or medical data (including CT scans, voice input, and system information) to provide health insights, preliminary diagnoses, and guidance, often with features like patient record management or nearby provider lookup. The dated entry history is thin before 2025 (only one entry in 2017 and one in late 2023), then shows a steady presence of monthly entries from March 2025 through April 2026, with the largest single-month count being three entries in April 2026. NextRay, MediSense, and medico-AI are listed as traction leaders, with MediSense showing one star and the others zero, though activity signal is not defined further. 7 members have no source date, and the index began collecting on 2026-08-11.
  29. AI study material converters33 entriesfirst seen 2025-03-26This cluster comprises AI-powered study tools that transform uploaded lecture files, notebooks, and other materials into interactive study aids such as flashcards, quizzes, summaries, and tutoring conversations. The dated history before the index start (March 2025 through July 2026) shows a sparse but steady trickle of entries, with 1–3 entries per month and no clear acceleration. Among members with activity signals, Readiora leads with 4 stars, followed closely by momo at 3 stars, while studygenius-ai trails at 1 star.
  30. Anonymous messaging and chat apps33 entriesfirst seen 2025-03-23This cluster comprises 32 products focused on anonymous or pseudonymous real-time messaging, ranging from web-based chat rooms and link-based inboxes to geolocated and terminal apps, all emphasizing minimal identity disclosure and no-account access. Dated entries span from June 2017 to July 2026, appearing sporadically with a modest increase in frequency from 2025 onward, though the overall shape is thin due to only 14 pre-index dated entries. Traction leaders are all tied at one star each: ghostchat-android, ghost.app, and Chat-App-by-Rohan-Pandey.
  31. URL shorteners with click analytics33 entriesfirst seen 2025-03-20This cluster consists of web applications that shorten long URLs into short links and provide click analytics, often through dashboards. Dated entries before the index start are sparse, with one in each of nine months between March 2025 and June 2026, including a gap from October 2025 to March 2026. ShortLink-X leads on traction with a 2-star activity signal, while PocketLinksWeb and URL-shortner each have 1 star.
  32. AI insurance claims platforms33 entriesfirst seen 2025-03-15This cluster consists of AI-powered insurance platforms focused on claims processing, policy management, quote generation, and fraud detection. Entries appeared intermittently between March 2025 and July 2026, with a few months containing multiple entries and several months with none. The traction leaders, based on activity signal, are riseinlevel-5, ClaimChain, and ClaimSense, though all show 0 stars. The cluster also includes 10 members without source dates.
  33. Loan calculators and eligibility tools33 entriesfirst seen 2025-02-28The cluster comprises web applications for loan calculations, amortization schedules, debt payoff strategies, and pre-qualification or eligibility assessments, spanning personal, auto, home, business, and niche loans. Dated entries appear sporadically from February 2025 through July 2026, with a few months containing multiple entries. The most active members by activity signal are lendingcapitaltree, intrest-calculator, and sih26091-rural-advisor, all with 0 stars.
  34. Sneaker e-commerce apps33 entriesfirst seen 2025-02-20This cluster comprises e-commerce applications focused on footwear, particularly sneakers, with typical features like product catalogs, shopping carts, checkout, and user authentication. Some members add natural-language search, voice commands, AR try-on, or automation for limited releases. Dated entries are uneven: a single entry in April 2015, then others spread across 2025 and 2026, with occasional months having two entries. Traction is uniformly weak—the three leaders (fullstack-apparel-store, shoesStore_Ordering, GOAT – Sneakers & Apparel) all have zero stars, so no member stands out.
  35. Adaptive learning platforms33 entriesfirst seen 2025-02-20This cluster comprises learning platforms that adapt lessons, content, and assessments to individual learner progress, pace, style, and preferences. Dated entries from January 2025 to July 2026 show a steady, low-frequency pattern of roughly one entry per month, indicating consistent but niche interest over that period. Among traction leaders, duolinting leads with 33 stars, followed by capability-space with 9 stars and learnpulse-app with none.
  36. Political voter matching tools33 entriesfirst seen 2025-02-19This cluster contains web apps and quizzes that match voters with candidates or parties, provide election information, and promote civic engagement. The dated history before the index start shows a sporadic flow from February 2025 to May 2026, with the only two-entry month being April 2026. The traction leaders—quem-te-representa-2026, ijp-ishan-janta-party, and la-forward-voter-guide—each have zero stars, indicating low user activity.
  37. Minecraft server community portals33 entriesfirst seen 2025-02-12The cluster comprises websites and web apps centered on Minecraft servers, offering player counts, community tools, guides, and server discovery. Only three dated entries predate the index start, making the cluster's historical entry shape too thin to read. Traction is led by MOA with 2 activity stars, while mc-server-site and PMC-Plan follow with 0 stars.
  38. Surplus food redistribution platforms33 entriesfirst seen 2025-01-25These are platforms that connect surplus-food donors — restaurants, individuals, garden producers, or food providers — with recipients such as NGOs, food banks, neighbors, or people in need, often including real-time listings, matching, or volunteer-based collection. The dated entries before the index start are spread across 2025-01 to 2026-07 at a low, intermittent rate, with two entries in both August and September 2025 and single entries in most other listed months, leaving several months without dated entries. Traction leaders are namma-share and AI-Powered-Smart-Food-Donation-Distribution-System at 1 star each, followed by secon-serve-connect at 0 stars.
  39. Small business inventory apps33 entriesfirst seen 2024-07-21This cluster comprises mobile inventory management apps for small businesses, centered on barcode scanning, stock tracking, and reporting. The dated entries span from 2009 to 2026, with a flat pattern of one entry per month and occasional clusters of three to five entries in early 2026. The leading products by activity signal — inFlow Inventory, SOS Inventory Software, and Aplikasi_Kasir — all have zero stars, indicating limited observable traction.
  40. Amateur radio and SDR software33 entriesfirst seen 2023-03-08This cluster comprises amateur radio and software-defined radio (SDR) applications, covering signal decoding, transceiver control, spectrum analysis, and network connectivity. Entries appeared sporadically between November 2014 and June 2026, with the highest monthly count being three in March 2021. The traction leader is skyglow with one star, while paracon and CHIRP have zero stars.
  41. Linux Proton game launchers33 entriesfirst seen 2022-07-27This cluster consists of desktop launchers that run Windows games on Linux via compatibility layers such as Proton, Wine, and UMU, including general-purpose launchers and ones tailored to specific titles. Entry activity was sparse from 2014 through 2025, then increased in frequency during 2026, with the highest pre-index monthly count of 6 entries in July 2026. The traction leader is GTA6-CyberLeak-Launcher with 50 stars, far outpacing the next-highest (Evolve-Launcher-2026-1.0 at 3 stars).
  42. Streaming chat and overlay tools33 entriesfirst seen 2021-06-29This cluster comprises 17 products that aggregate live chat, manage overlays, and provide broadcast controls for streamers across platforms such as Twitch, YouTube, Kick, and Chzzk. Before the index began, dated entries appeared sporadically on single months from 2019-07 through 2026-06, showing no consistent rhythm, and four members have no source date. Traction is led by KickSanitizer with 3 stars, followed by NightAI with 2 and chzzk-safari-extension with 1.
  43. Car service scheduling apps33 entriesfirst seen 2021-03-06This cluster comprises mobile and web apps for booking and managing vehicle maintenance and repair appointments, tracking service history, handling estimates and payments, and often coordinating roadside assistance or mobile mechanics. Entries are sparse and sporadic, appearing roughly annually or less from early 2012 through mid-2026, with no clear acceleration pattern before the index start. Traction leaders are GE Holding, Auto1Source, and My Meineke, each with the same activity signal (0 stars).
  44. Android phone mirroring and control33 entriesfirst seen 2019-07-16This cluster consists of tools that mirror and control Android phones from a desktop or allow phones to remotely control PCs, typically over USB, Wi-Fi, or local networks, with mouse and keyboard input. Dated entries appear sporadically from May 2018 to July 2026, with a slight concentration of three in June 2026, but no overall trend is evident. Among members with activity signals, mirror-kit leads with 10 stars, followed by G1_Extended with 9 stars and mirador with 2 stars.
  45. Crypto portfolio trackers33 entriesfirst seen 2017-06-22The cluster consists of cryptocurrency portfolio trackers, price monitors, tax tools, and analytics platforms. The dated history before the index start is sparse and irregular, with single entries scattered across 2017, 2018, 2019, 2021, and 2026, but no sustained pattern. The traction leaders are depo, crypto-tracker, and cryptasca, all with minimal star counts (0-1).
  46. Audiobook player apps33 entriesfirst seen 2015-12-16This cluster consists of audiobook player apps that import, stream, and play audiobooks from local files, self-hosted libraries, and cloud storage, with common features like sleep timers, bookmarks, playback speed, and listening stats. Entries appear steadily from December 2012 through July 2026, with one to three new products most months, showing a long-running but low-volume stream of releases. The traction leader is abts with 33 stars, while other named members have zero stars.
  47. Step tracking pedometer apps33 entriesfirst seen 2015-06-19This cluster is composed of step-counting and pedometer apps that track daily steps, distance, calories, and sometimes weight or water intake, often with goal setting, charts, and social or reward features. The dated entry history before the index start is sporadic, with single entries appearing in various months from February 2013 to July 2026, showing no consistent growth pattern. The traction leaders, based on activity signal, are Pacer Pedometer Step Counter, Social Steps, and Steps - Activity Tracker, each with 0 stars.
  48. Terminal screensaver animations33 entriesfirst seen 2015-06-07This cluster comprises terminal-based screensaver and animation applications, many recreating classic effects like bouncing logos, pipes, falling characters, and procedural scenes. Dated entries appear sporadically from 2008, with single years represented through the mid-2010s and early 2020s, then more frequent monthly counts starting in 2025-10, including 5 entries in 2026-05. potemkin-pipeline leads traction with 7 stars, followed by w32scrsvr-x with 2 stars and cfish with 0.
  49. Privacy-focused ad-blocking browsers33 entriesfirst seen 2015-02-01This cluster comprises 18 products centered on privacy-enhancing web browsing, including ad and tracker blocking, private/incognito modes, and passcode or password protection. Dated entries appear sporadically from 2010 to 2026, with occasional years having multiple entries (2015, 2018, 2022) but no clear directional trend. AuraBrowser leads on traction with 3 stars, while RedApp Browser and DuckDuckGo each have 0 stars.
  50. Personal finance tracker apps33 entriesfirst seen 2014-09-01This cluster consists of personal finance apps that import bank data (via CSV or automatic feeds) to categorize transactions, track budgets, detect recurring payments, and generate reports. The dated history shows scattered entries from 2011 to 2025, with a concentration of activity in early 2026 (March and April). spendX leads on traction with 3 stars, followed by gastos (1 star) and Personal-Finance-Tracker (0 stars).

How to read this list

HOW TO READ THIS

A cluster is a group of products whose descriptions sit close together, redrawn from scratch every night. Groups split, merge and disappear between rebuilds, and a group's size can change without a single product changing. Read this as a map of where ideas crowd, not a census — most products sit in no cluster at all.

Many labels here are auto-generated from the group's own text rather than written, and the summaries and gap analyses lag behind the clustering: the pass that writes them has not caught up with the groups the last rebuild created. A missing summary means we have not written one, not that there is nothing to say.

“First seen” is the earliest date any member carries, which is a creation date where the source published one and a crawl date otherwise. Nothing in the index was found before 11 August 2026, and coverage broadened sharply on 14–15 August, so an early date reports how far back a member's own source dated it — not how long we have been watching. The Pulse carries the live totals.