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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. Story writing and sharing apps61 entriesfirst seen 2025-01-19This cluster spans broad story-related tools: authoring short stories, interactive narratives, shared reading communities, and specialized formats like horror, audio, or multilingual stories. The dated history is sparse before 2023 (one entry in 2009, one in 2017), then shows steady entries from 2023 onward with counts of 1-3 per month, including two three-entry months in January 2025 and March 2026. Traction leaders are fs-user-stories (2 stars) and Hammer and Qissa-Mobile-Stories (both 0 stars).
  2. Restaurant and bar POS systems61 entriesfirst seen 2016-01-29This cluster comprises point-of-sale (POS) and management platforms for restaurants, bars, cafes, and other food-service venues, covering ordering, billing, inventory, kitchen display, and payment processing. The dated history shows sporadic entries from 2016 through 2024, then more frequent monthly counts in 2025 and 2026, with the largest pre-index count of 5 in January 2026. The traction leader is 'pos' with 27 stars, while the other two named members have 0 stars each.
  3. Disposable email services61 entriesfirst seen 2014-02-01Cluster of 43 products providing temporary or disposable email addresses that shield personal inboxes from spam, with features like instant address creation, auto-refreshing inboxes, message forwarding, custom domains, and delivery via web, Telegram, or CLI. Dated entries appear episodically from 2013, with a slightly higher frequency of one to two per month from 2020 onward through mid-2026; two members have no source date. Traction is low overall, with -1m-mail leading at 23 stars, while Temp-Mail-Premium and vmail show no stars.
  4. IRC and messaging clients61 entriesfirst seen 2012-05-16This cluster comprises chat client applications, predominantly IRC clients but also clients for Discord, Telegram, XMPP, and other messaging platforms. The dated entries span from 2006 to 2026, with a slow trickle through the 2010s and a modest increase in the 2024–2026 period. Traction leaders are reticulum-relay-chat and Kabutar, each with 1 star.
  5. Authenticated real-time chat apps60 entriesfirst seen 2025-11-25This cluster comprises 57 real-time chat and messaging applications that share core features: user authentication (username, email, Google, Apple, phone, or token-based), one-to-one and group conversations, and persistent or temporary message history. The dated entry history before the index start shows a steady monthly trickle of 1 to 4 entries from January 2025 through July 2026 (32 total), with no strong upward or downward trend. Traction leadership is held by FelFelChat with 12 stars, followed by keichat.wpf (2 stars) and the-chat-app (1 star).
  6. Digital payment and wallet apps60 entriesfirst seen 2025-09-06This cluster comprises 40 similar products focused on sending, receiving, and managing digital payments via e-wallets or web interfaces, often targeting specific regions like Africa or Brazil. The dated history shows a single entry in December 2018, then a gap until January 2025, followed by a series of small monthly entries (one or two per month) through May 2026; 11 members have no source date. Among members with activity signals, payAiro-app leads with 1 star, while xerinpayv2 and nexapay have 0.
  7. Academic research and citation tools60 entriesfirst seen 2025-08-13This cluster comprises web apps, browser extensions, and research tools that help users find, manage, cite, and synthesize academic literature. Some focus on citation generation, others on literature review assistance, and a few on manuscript submission or tracking. The dated entry history is sparse: seven members appear between March 2025 and April 2026, with no clear trend. On traction, research-radar leads with 36 stars, followed by ManuscriptDock (9) and MentorOS (3).
  8. Cybersecurity monitoring dashboards60 entriesfirst seen 2025-04-18This cluster comprises web-based dashboards that aggregate, monitor, and visualize cybersecurity threats, vulnerabilities, incidents, and security posture data for analysts and operations teams. Dated entries appeared sporadically from April 2025 through February 2026, with the highest single-month count (5) in March 2026. uzyntra-ui leads on traction with 12 activity stars, far ahead of other members with 1 star each.
  9. Personal budgeting and finance apps60 entriesfirst seen 2025-03-30The cluster consists of web applications for personal budget tracking, income/expense management, and financial insights, often with dashboards, categories, and reports. Dated entries span from July 2023 through July 2026, with the largest single-month count in June 2025 (5 entries) and several months with 2–3 entries, indicating steady but irregular activity. Among traction leaders, Dragg has 2 stars, while actual-server and financas-matheus have 0 stars.
  10. Tax calculation and preparation tools60 entriesfirst seen 2025-02-17This cluster consists of web tools focused on tax estimation, calculation, preparation, and optimization across various jurisdictions, including personal, business, and property taxes. The dated entries show an early presence in 2011 and 2012, a long gap until 2023, then a rising number of entries in 2025 and early 2026, with the highest concentration in early 2026. Traction is led by tribuTACOS with 30 stars, while other dated members have negligible activity signals.
  11. Personal budget tracking web apps60 entriesfirst seen 2025-01-08The cluster consists of web applications for personal expense tracking and budgeting, typically allowing users to log transactions, categorize spending, and view insights to manage budgets. The dated history shows entries appearing sporadically from January 2025 to May 2026, with a slight concentration in September and October 2025. Traction leaders include Panam-Paaru with one star, while budget-dashboard-pro and dolaway have zero stars.
  12. Game mod management tools60 entriesfirst seen 2023-02-26This cluster comprises desktop and cross-platform tools for installing, managing, organizing, updating, and launching game mods, spanning specific titles, modding platforms, and general-purpose managers. The dated history is long and sparse, with entries appearing irregularly from December 2017 to July 2026, typically one to three per month in months that had any, showing no sustained acceleration before the index start. Traction is led by mayflyMods with 74 stars, far ahead of A-Plague-Tale-Resonance-Trainer (16 stars) and nextended (7 stars).
  13. Daily to-do and planning apps60 entriesfirst seen 2016-09-11This cluster comprises mobile and cross-platform applications for managing daily tasks, to-do lists, and schedules through timelines, priorities, reminders, and recurring routines. The dated history before the index runs from 2011 to 2026, with a low and sporadic entry count—typically one or two per month—showing no pronounced trend. Among members with activity signals, danggui-app leads with 5 stars, followed by Toki with 2 stars.
  14. Virtual pet care games60 entriesfirst seen 2013-09-25This cluster consists of virtual pet games and simulators spanning web, mobile, and desktop platforms. Entries appear irregularly from 2013 through 2026, with a few months having two or three entries but no consistent trend. ComfyGotchi leads traction with 5 stars, followed by claudito with 2 stars and Bruno - My Squishy Slime Pet with 0 stars.
  15. Small business management apps60 entriesfirst seen 2011-02-02This cluster comprises mobile and web applications for small businesses, micro-entrepreneurs, and shop owners, covering finance tracking, inventory, sales, expenses, credit management, and reporting. Dated entries begin in May 2010 and appear sporadically through the 2010s, with a noticeable increase in frequency in late 2025 and into 2026, including a cluster of four in June 2026. The traction leader is biztrack-pro with one star, while cltt and app-fechamento have zero stars.
  16. Desktop pet companions59 entriesfirst seen 2026-08-16This cluster comprises desktop pet applications that display animated characters—often anime-style or animal figures—on the user's screen, typically always-on-top and interactive via dragging, clicking, feeding, or speech. Many tie into coding workflows, AI assistants, or token usage, while others focus on ambient emotional support or entertainment. The cluster's dated history is too thin to read a shape from—only 3 dated entries exist before the index start, so it predates the index or its members are undated. Traction leaders are dsh-pet-indesktop with 286 stars, codex-pet-usage-companion with 104 stars, and desktop-mascot-ai-live2d-2026 with 31 stars.
  17. macOS menu bar audio mixers59 entriesfirst seen 2026-08-13A cluster of native macOS menu bar utilities that give per-application volume control, mute, and audio output routing, with some adding device ranking, multi-output, or display-based routing. Only 3 dated entries exist before the index start, so the cluster's dated history is too thin to read a shape from. Traction leaders are MacTV (69 stars), SoundRouter (38 stars), and HeadBridge (2 stars).
  18. School management platforms59 entriesfirst seen 2026-07-16This cluster consists of web and mobile applications that centralize school administration, covering students, teachers, classes, attendance, grades, and sometimes fees or communications. The dated history is too thin to read a shape from—only three dated entries exist before the index start, so it predates broad detection or is mostly undated. Traction leaders are school-management-system, edumanage-student-class-management, and MontessoriTraineeTeacher, each with 0 stars, indicating early-stage activity.
  19. Loan repayment calculators59 entriesfirst seen 2026-05-15This cluster consists of web-based loan and mortgage payment calculators that compute monthly payments, total interest, and amortization schedules from principal, rate, and term inputs. The dated history before the index start is thin, with only five entries spread across four months (2025-02, 2025-07, 2026-05, 2026-07) and no consistent pattern, while 22 members lack source dates entirely. Traction among known members is negligible, with all three listed leaders (alista-car-calc, kalkulator-kpr-anuitas-berjenjang, axis-diagnostico) showing 0 stars.
  20. Cleaning service booking websites59 entriesfirst seen 2026-01-16This cluster is composed of websites and web apps for cleaning and related local services (home, commercial, pressure washing, carpet, dry cleaning, etc.) that showcase offerings and typically let customers book or request quotes, with some including admin management features. The dated history before the index start shows a slow beginning in August 2025, a couple of entries in November 2025, single entries in January and February 2026, and four in June 2026, indicating a gradual, uneven growth. The traction leaders by activity signal are mega-clean-crm, advancedecocleanersinc, and blesk-23, all with zero stars.
  21. AI tutoring platforms59 entriesfirst seen 2025-08-29This cluster consists of AI tutoring platforms for students from primary school through higher education, offering features such as quizzes, progress tracking, Socratic questioning, and personalized instruction. The dated history shows a single entry in 2023-07, followed by entries from 2025-07 to 2025-10 and three in 2026-03, but no clear trend. ham-pro leads on traction activity among members.
  22. AI music generation and remixing tools59 entriesfirst seen 2025-04-27This cluster comprises AI tools that generate original music from text, image, or video prompts, and also remix tracks, separate stems, and create music videos. The dated entry history (17 entries before the index start) is sporadic, with small monthly counts ranging from 1 to 3 from December 2023 through June 2026, showing no clear trend. MiniMax-Music3-Studio leads on traction with 43 stars, far ahead of other members like compile-and-chill (3 stars) and Resona (2 stars).
  23. AI job search assistants59 entriesfirst seen 2025-04-05This cluster comprises AI-powered job search and application assistants that help users discover roles, evaluate fit against their CV, tailor resumes and cover letters, track applications, and prepare for interviews. The dated history prior to the index shows sporadic entries: two in April 2025, single entries in November 2025, April 2026, and June 2026, and two in July 2026. On traction, job-agent leads with 9 stars, followed by CareerSail (8) and jobgru (2).
  24. Personal finance tracking apps59 entriesfirst seen 2025-01-17This cluster covers personal finance apps that help users track expenses, manage budgets, and monitor savings goals. Dated entries appear sporadically from 2015 onward, with more frequent entries starting in 2022 and a notable concentration in 2025-2026. Every-penny leads traction with 1 star, while Oportun: Savings & Loans and finanza follow with 0 stars.
  25. Member and partner access portals59 entriesfirst seen 2025-01-01These are web portals that act as central hubs for organizations to provide members and partners with access to resources, documents, communications, and administrative tools. The cluster's dated history is too thin to read a shape from, with only four pre-index entries, so the early timeline is undetermined. Traction leaders are lovable-tapdine-partner-portal, SIMIKP, and benny, all currently at zero stars.
  26. AI coding assistants for developers59 entriesfirst seen 2024-11-15This cluster is a set of AI-powered tools that assist developers across the software lifecycle: code generation, review, debugging, refactoring, explanation, and translation. Dated entries show a single entry in 2014, then a gap until late 2024, after which entries appear fairly steadily through 2026, with monthly counts rarely exceeding 4. The traction leaders are 'generator' (339 stars), 'iso-24495' (171 stars) and 'project-careti' (47 stars).
  27. Mood tracking and journaling apps59 entriesfirst seen 2022-12-27The cluster comprises mood tracking and journaling apps that help users log emotions, identify patterns, and improve mental well-being through insights and exercises. The dated history spans from 2015 to mid-2026, with entries appearing regularly each year and becoming more frequent from 2023 onward, indicating a steady and expanding space. Traction leaders, based on activity signal, are Wellbeing Mood Tracker Journal, Blissful Journal, Mood Tracker, and Effecto Symptom & Mood Tracker, though all currently show 0 stars.
  28. Gamified learning platforms59 entriesfirst seen 2019-04-20This cluster of 47 products gamifies learning, studying, and classroom engagement through points, quests, leaderboards, streaks, and badges. The dated history shows a single entry in April 2019, a gap until January 2025, then monthly entries ranging from one to four through July 2026, indicating a low but steady trickle of launches. On traction, study_planner and Revoada-Digital lead with 3 stars each, followed by bytekids-showcase with 1 star.
  29. Mobile PDF editor and scanner apps59 entriesfirst seen 2017-09-20This cluster comprises mobile apps for PDF document management, covering editing, scanning, signing, annotation, conversion, and form-filling features. Entries in the pre-index period span from August 2012 to July 2026, with mostly single monthly entries until early 2025, after which months with two or more entries become common, including four in November 2025. The traction leaders are PDF Gear - PDF Editor & Reader, PDF Max - Edit, Sign PDFs, and PDF Editor:PDF Maker & Reader, each with 0 stars.
  30. Browser-based PDF utilities59 entriesfirst seen 2014-07-04This cluster comprises browser-based PDF utilities that let users merge, split, compress, convert, edit, and sometimes OCR documents without leaving the web page. Their dated history shows isolated entries in 2013–2015, a multi-year gap, and then more regular monthly additions from 2021 onward, usually one per month but occasionally two or three. The activity leader is nexus-pdf-editor (1 star), while PDF Splitter + PDF Merge and PDF Reader: Fill Edit,Sign PDF each have 0 stars.
  31. AI chatbot web apps58 entriesfirst seen 2026-10-02The cluster comprises web applications that deliver conversational AI chatbot interfaces, many closely mimicking ChatGPT. The dated pre-index history is sparse and irregular: a single entry in 2022-10, then entries scattered between 2025-04 and 2026-06 with at most two in any one month. The traction leader is esp32s3-Super-mini-AI with 11 stars, followed by AIchat (2 stars) and AI-ChatBot (1 star).
  32. Golf charity prize draw platforms58 entriesfirst seen 2026-03-24This cluster comprises subscription-based golf platforms that combine score tracking with monthly prize draws funded by membership fees, with a share of revenue directed to charities. Dated entries began in March 2026, peaked at eight in April, then declined to one per month in May and June, showing a brief early concentration followed by a tapering off. DigitalHeros leads on traction with one star, while kindscore and Digital-Hero each have zero.
  33. Sales lead capture and management58 entriesfirst seen 2026-03-17This cluster spans lead generation, capture, tracking, and management tools for sales teams, ranging from simple form-to-dashboard utilities to AI-assisted prospecting and outreach. The dated history before the index start shows sporadic entries across 2025 and early 2026, with no month exceeding three creations, making any trend unclear. OutreachOS leads on traction with 1 star, while cc-clarifier and financial-report-generator trail with 0 stars each.
  34. Personal finance dashboards58 entriesfirst seen 2026-01-01This cluster consists of personal finance dashboards that track income, expenses, budgets, and sometimes investments, often with visualizations and multi-account aggregation. Entries appeared irregularly from January 2024 through July 2026, with the busiest month being January 2026 (5 entries). Traction is led by finora (1 star), while ExpenseTracker and networth each have 0 stars.
  35. Point-of-sale web apps58 entriesfirst seen 2025-12-17This cluster comprises web-based point-of-sale applications for retail and small businesses, covering sales, inventory, payments, and reporting. The dated entries before the index start appear sporadically from February 2025 to June 2026, with a monthly peak of three in March 2026. quick-sync-link leads traction with one star, while my-shop-love-6ec7c505 and ShopManagementSystem each have zero stars.
  36. Campus complaint reporting platforms58 entriesfirst seen 2025-07-31This cluster includes web and mobile apps that let students and staff report campus issues, facility problems, and complaints, with role-based dashboards for tracking and resolution. Dated entries before the index start fluctuate between one and three per month, showing no clear trend. Traction leaders SIPRA-UNTAD, CampusFlow-reactNative, and CampusCare each have 0 stars, indicating minimal activity.
  37. Telegram AI assistant bots58 entriesfirst seen 2025-04-30This cluster consists of Telegram bots that use AI to answer questions and engage in conversations. The dated history before the index is thin: only five entries spread across April 2025 to June 2026, showing no clear pattern. guaca leads with 34 stars, followed by TELREGRAM-BOT with 5 stars and ai-agents with 0 stars.
  38. Restaurant food ordering web apps58 entriesfirst seen 2025-03-22This cluster consists of web applications that let customers browse restaurant, cafe, or food business menus and place orders online, often with features like order tracking, payment, and admin dashboards. The dated entries before the index start show a steady trickle from March 2025 through July 2026, with no pronounced trend. Traction is modest, with MuertodeHambre_CD having the highest activity signal at 1 star; the next leaders, Sure-Delice and FUTURE_FS_03, have 0 stars.
  39. Car dealership websites58 entriesfirst seen 2025-03-14The cluster consists of web platforms for car dealerships and automotive retail businesses, predominantly designed to showcase vehicle inventory, enable browsing or search, and capture customer inquiries through forms or messaging. A few statements address niche features like membership portals, test-drive booking, e-commerce add-ons, and dealer data discovery. Dated history is thin but spans from March 2025 to July 2026 with sporadic one-to-three entries per month, lacking any consistent upward or downward trend. The highest activity signal is car-dealership with two stars, followed by SHARJEEL-MOTORS with one star and Nilsonveiculos with zero.
  40. AI photo meal logging apps58 entriesfirst seen 2025-03-13These mobile apps let users log meals via photo, and often voice, text, or barcode, to estimate calories and macros and track nutrition goals. The dated entries before the index start show sporadic activity in 2019, a long gap, then a more regular cadence from 2025 onward, with several months having two entries. NutriTracker, Nutrola: AI Calorie Counter, and food-body-progress-tracker lead on traction signal, though all show zero stars.
  41. AI email management assistants58 entriesfirst seen 2025-02-24This cluster comprises AI-powered email assistants that summarize threads, draft replies, prioritize messages, and extract action items or deadlines. Dated entries are sparse from 2013 through early 2025, then become more frequent from February 2025 onward, with the largest monthly counts in April and June 2026. Traction leaders include heyflare, which ranks highest in activity signal, and taskuary, which holds the highest star count at 45.
  42. IoT sensor monitoring dashboards58 entriesfirst seen 2025-02-05This cluster consists of real-time dashboards for monitoring IoT sensors, telemetry, and device health across domains like industrial equipment, environmental sensing, and ESP32-based devices. The dated history is sparse, with an isolated 2014 entry followed by a long gap until 2023, then intermittent entries through July 2026, peaking in March 2026 with two entries. Traction leaders are next-hmi and esp32-iot-telemetry, each with 2 stars, while Purbavas_Dashboard has 0 stars.
  43. Terminal dashboard tools58 entriesfirst seen 2019-10-11This cluster consists of terminal-based dashboards that surface live system metrics, development data, robotics telemetry, and operational status in text interfaces. The dated history shows sparse entries from 2018 through 2025, with a concentration of roughly a dozen entries appearing in the first half of 2026. Among the measured traction leaders, purrge shows the highest activity signal with 5 stars, followed by opscope with 2 and kernelview-bin with 0.
  44. Mood-tracking multimedia journal apps58 entriesfirst seen 2018-04-30This cluster comprises journaling apps for capturing daily thoughts and emotions via text, photos, voice, and mood logs, often with tags, locations, habit tracking, and insight features. The dated pre-index history spans 2010 to 2026, showing a slow but steady trickle of new entries with occasional months of 2-4 entries, most consistently from 2024 onward. Among dated entries, traction is led by "logline" (1 star), followed by "Miuu Note: Cute Diary Journal" and "daily-recall" (0 stars each).
  45. Family location sharing apps58 entriesfirst seen 2017-10-05This cluster comprises family-oriented real-time location-sharing apps that let relatives see each other on a map, with features like check-ins, SOS alerts, safe zones, and battery status. Entries were sparse before 2025 (mostly one per month from 2011 to 2024), then a concentration of roughly two dozen entries appeared between February and July 2025, with a few later entries into 2026. Findmykids: GPS Phone Tracker, Starling, and SafeChildAI lead on traction, though all show zero stars.
  46. Trading card collection and deck tools58 entriesfirst seen 2015-06-04This cluster spans web and mobile apps for scanning, cataloging, pricing, trading, and deck-building across trading card games like Magic: The Gathering, Hearthstone, Pokemon, Yu-Gi-Oh, and regional titles. Dated entries progress from sporadic launches in 2015–2024 to a gradual uptick in frequency from mid-2025 onward. The clear traction leader is pokecollector at 50 stars, with holodex-151 and CardTick far behind.
  47. Video downloading tools58 entriesfirst seen 2013-04-08The cluster comprises 54 tools for downloading video and audio from YouTube and other streaming sites, ranging from command-line utilities and TUIs to web apps, GUIs, and a Discord bot. The dated history shows a sparse entry pattern in the late 2000s and early 2010s, with a gradual increase in monthly entries from 2020 onward, though no month before the index start exceeds three entries. Traction among members is low, with vget-cli leading at 8 stars, followed by media-downloader (3 stars) and miutima (1 star).
  48. Spaced repetition flashcard apps58 entriesfirst seen 2009-03-27This cluster consists of flashcard apps built around spaced repetition, serving niches from exam prep (MCAT, law, pharma, FINRA) to language learning and general study, with common features like offline access, deck import/export, and sync. The dated entry record runs from March 2009 through June 2026, showing mostly single entries per month with occasional pairs, never more than two in a month before the index start—a steady but low-level trickle rather than any pronounced pattern. Traction leaders are all at zero stars (Flashcards · Baro, Ancurio: AI Flashcards, FSRS Mobile · Flashcards), indicating negligible user activity across the cluster.
  49. Group expense splitting apps57 entriesfirst seen 2026-02-23The cluster covers apps that split shared costs among friends, roommates, or travelers, tracking balances and suggesting or executing repayments. The dated entry history is sparse until early 2025, then gradually increases through mid-2026, with the most dated entries in May–July 2026. Among traction leaders, spliit-ios shows the highest activity signal (4 stars),, followed by splitbill(3 stars,and co-split(2 stars.
  50. Dental practice management apps57 entriesfirst seen 2025-07-30This cluster covers web and mobile applications for dental clinics, spanning appointment booking, patient records, and practice operations. Dated entries appear from July 2025 through July 2026, with the highest monthly count (four) in January 2026, but the timeline is irregular rather than clearly trending. All traction leaders show zero stars, so no meaningful user traction signal is evident. Twelve members lack source dates, leaving part of the cluster's history undated.

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.