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WHITESPACE · CLUSTER INDEX · 9,593 CLUSTERS

Clusters

Every group of products the index has found building the same thing. Biggest collisions first, or newest first — all 9,593 of them, 50 to a page.

  1. Web3 and crypto education platforms27 entriesfirst seen 2025-09-26A cluster of 19 web-based platforms that teach blockchain, cryptocurrency, and Web3 fundamentals through structured lessons, quizzes, gamified simulations, paper trading, and NFT or token-based rewards. The dated entry history before the index is too thin to read a shape from, with only 4 dated entries, so the cluster predates the index or most members are undated. HalonaBet leads on traction with 5 stars, while yd-web3-university and tradedu trail at 0 stars each.
  2. Web and mobile guessing games27 entriesfirst seen 2025-09-24This cluster consists of lightweight guessing games for web and mobile, covering numeric puzzles, trivia comparisons, and party-style prompts. The dated entry history before the index start shows only five entries spread from July 2014 to July 2026, so the timeline is too thin to discern a clear shape. All traction leaders show zero stars, indicating no single product stands out as a leader.
  3. Emergency response and assistance apps27 entriesfirst seen 2025-09-14This cluster comprises mobile and web apps for emergency response, safety alerts, and coordination of rescue and medical assistance. The dated entry history shows a single 2014 entry followed by a series of entries from June 2025 to June 2026, with the most active months being June 2025 and April 2026 (3 entries each). Traction is led by pawpatrol-stray-rescue-app with 1 star, while Capstone and SAFELINK each have 0 stars.
  4. Procurement and vendor management platforms27 entriesfirst seen 2025-09-08This cluster covers platforms for procurement and vendor management, including RFQs, purchase orders, approvals, supplier risk, and contract compliance. Dated entries appear sporadically from Feb 2025 to Jun 2026, with the highest count in Apr 2026. Forge-IQ leads on traction with 3 activity stars.
  5. Natural language database query tools27 entriesfirst seen 2025-09-01This cluster consists of web and chat interfaces that translate natural-language questions into SQL or database queries, then return charts, insights, or exportable results; a few members also cover codebase Q&A or knowledge-graph generation. Before the index start, dated entries were sparse and irregular: a single entry in May, September, and October 2025, two in December 2025, and singles in January, March, and April 2026. Traction leadership is held by chat-with-database with 4 stars, while luban and chatbi trail with 1 star each.
  6. Real-time task management apps27 entriesfirst seen 2025-08-21This cluster consists of task management web applications that provide user accounts and real-time synchronization of tasks across sessions. Dated entries are spread from May 2025 to May 2026 with no clear growth pattern. All traction leaders have zero stars, indicating no member has yet achieved notable user engagement.
  7. Tournament registration management platforms27 entriesfirst seen 2025-08-10The cluster consists of web applications for streamlining tournament registration, letting organizers create events and admins manage entries. Dated entries before the index begin appear sporadically from June 2025, with a slight increase to three in July 2026. The top traction leader is FOOTBALL-AUCTION-FOR-EFOOTBALL-TOURNAMENT-, though all traction leaders show zero stars.
  8. Car browsing and comparison apps27 entriesfirst seen 2025-08-10This cluster comprises web and mobile apps for browsing, showcasing, comparing, and identifying vehicles, ranging from marketplaces and listings to informational catalogs and special-purpose tools like recalls and car-mat matching. The dated history is thin, with one entry in 2013 and a long gap until 2025, followed by a handful of entries in early 2026 before the index began. Traction leaders are BMW Driver's Guide, supercarsshowcase.github.io, and motorcarsociety, each with a 0-star activity signal.
  9. Couples task and habit trackers27 entriesfirst seen 2025-08-10These 14 products are collaborative planning and habit-tracking apps for couples and accountability partners, covering shared tasks, calendars, workouts, and milestones with real-time sync, chat, and rewards. The dated entry history before the index start shows sporadic launches from August 2025 to June 2026, with a slight concentration in January and February 2026 (two entries each). Traction is minimal—all three traction leaders (couple-fit, daneva-planner, Zeydi) have zero stars.
  10. Multiplayer card game rooms27 entriesfirst seen 2025-07-20The cluster consists of multiplayer card games that let players create private rooms, chat, and play together in real-time, whether on mobile, desktop, or as a Discord activity. The dated history is too thin to read a shape from—only two entries predate the index, so the cluster's timeline cannot be characterized. Traction leaders are hokm, kabo, and go-drw-yourself, each with 0 stars.
  11. Movie recommendation apps27 entriesfirst seen 2025-07-18This cluster consists of movie and TV recommendation apps that suggest titles based on preferences, mood, similar content, or user matching. Dated entries appear sporadically from June 2025 to July 2026, with small counts each month and no consistent upward trend. Track-it leads on traction with 3 stars, while the other dated members have 0 stars.
  12. Instagram comment-to-DM automation tools27 entriesfirst seen 2025-07-07These tools automate Instagram engagement, mostly by monitoring comments for keywords and sending automated replies or direct messages, with some also covering profile qualification, content scheduling, or feed personalization. The cluster's dated history is too thin to read a shape from, with only 4 dated entries before the index start, so it either predates the index or its members are largely undated. Among the named traction leaders, instagram-comment-to-dm has the highest star count (37), followed by nudge1 (7) and lightfix (0).
  13. AI mental health chatbots27 entriesfirst seen 2025-06-29This cluster comprises AI-driven chatbots and virtual therapists offering mental health support, including CBT exercises, emotional support, and crisis intervention across various platforms like Telegram, web, and voice. Dated entries appeared sporadically from December 2022 through July 2026, with no clear upward or downward trend—just a small bump in March 2026 followed by a return to single-digit counts. Traction leaders, all tied at 0 stars, are Ash - AI for Mental Health, psicologo-agente, and dream-bot.
  14. Savings Goal Trackers27 entriesfirst seen 2025-06-19This cluster comprises mobile and web applications for setting and tracking personal savings goals, with features like progress calculations, reminders, and projections. The dated entries show a sparse but steady flow from mid-2025 through early 2026, with a single earlier entry in 2022, indicating a thin but ongoing addition of products. The top three products by activity signal are my-ipon-app, vault-savings-app, and target-moneh, each with 0 stars.
  15. IT support ticket management27 entriesfirst seen 2025-06-17This cluster consists of web applications for managing IT and customer support tickets and service requests, with members focusing on submission, tracking, and centralized handling for service teams. Dated entries before the index start appear sporadically from June 2025 through April 2026, with no clear trend. All traction leaders have zero stars, so no member clearly leads on activity.
  16. household recycling and waste management apps27 entriesfirst seen 2025-06-03This cluster consists of web applications that help households and communities manage recycling, locate drop-off points, connect with scrap collectors, and track waste reduction activities. The dated history shows a handful of entries spread across mid-2025, with the largest monthly count (3) in September 2025, but the overall shape is too thin to infer a clear trend. Traction leaders are SIH26229_Kabadiwala, waste2worth, and https-bolt.new-sb1-d7kc6o3b, all with zero stars, indicating minimal user engagement so far.
  17. AI email drafting tools27 entriesfirst seen 2025-06-03This cluster consists of AI-powered email drafting and rewriting tools, ranging from standalone apps to integrations for Gmail and Slack. Entries appeared sporadically from February 2023 through July 2026, with no clear trend in frequency. Traction is led by comcom with 30 stars, while most other members have little or no activity.
  18. Online calculator platforms27 entriesfirst seen 2025-05-31This cluster consists of online calculator platforms offering tools for finance, math, health, conversions, and everyday tasks. The dated entry history shows a single entry in April 2010, a long gap, then two entries in May 2025, one in June 2025, one in May 2026, and one in July 2026. CalcPilot leads the activity signal, followed by freeaccuratecalculator and harbor, though all show zero stars.
  19. Custom apparel design platforms27 entriesfirst seen 2025-05-20This cluster comprises web apps for designing and ordering custom apparel, primarily t-shirts, with features like 2D/3D previews, AI generation, and quote generation. Dated entries appear sporadically in May 2025 (2), October 2025 (2), and June 2026 (3), showing early but uneven activity. The traction leader is umadgov-2026 with 1 star, while other tracked members have 0 stars.
  20. Web font discovery and preview tools27 entriesfirst seen 2025-05-14The cluster covers font utilities: website font detection, preview, comparison, conversion, and custom generation. Its dated history before the index start is sparse and irregular, with only a handful of entries between December 2020 and July 2026, so no clear growth shape emerges. The leading traction signal is fontora (3 stars), followed by schrift.digital (2 stars) and Type-Archive (1 star).
  21. Online survey form builders27 entriesfirst seen 2025-05-12This cluster consists of web applications focused on creating and distributing custom surveys and forms to collect and manage responses. The dated entry history is too thin to read a shape from—only three dated entries exist before the index start, suggesting the cluster predates the index or most members lack source dates. Traction is uniformly low, with all three named leaders (VisitorIntelligence, formsache, online-feedback-and-survey-platform) showing zero activity stars.
  22. Gym management web apps27 entriesfirst seen 2025-05-06This cluster consists of web applications for managing gym operations, covering memberships, payments, class scheduling, and staff/client dashboards. The dated entries are spread across months from May 2025 to June 2026, with the highest monthly count of three in March 2026 and several months with one or two entries, showing no clear trend. Traction leaders include fitlife-fullstack and gym-management-system, each with zero stars on the activity signal.
  23. Daily devotional and reflection apps27 entriesfirst seen 2025-04-29This cluster comprises mobile and web apps delivering daily devotional content, spiritual reflections, prayers, and habit tracking across Christian, Stoic, Buddhist, and Catholic traditions. The dated history before the index start is too thin to read a shape from, with only 13 dated entries scattered from 2018-08 to 2026-07. Traction leaders are Tesouro-espiritual1.app, fe-diaria, and Dwell: Audio Bible, each with 0 stars.
  24. Task and to-do list apps27 entriesfirst seen 2025-04-10This cluster consists of simple web apps for organizing work tasks and managing or tracking to-do lists. Its dated history is too thin to read a shape from—only four pre-index entries exist—so it predates the index or its members are undated. On the activity signal, the traction leaders are To-do-app, ai-todo-master, and task-masters-main, each with 0 stars.
  25. Restaurant menu discovery apps27 entriesfirst seen 2025-03-11This cluster consists of web and mobile apps that help users browse restaurant menus, search for food options, and discover or choose dishes, sometimes via swipe-based interfaces. Dated entries run from January 2025 to February 2026, with roughly one entry per month but several month-long gaps, suggesting a slow, intermittent trickle rather than any concentrated push. Traction leaders are your-menu-pal-71, foodcort, and my-menu-canvas-art, all with zero stars, indicating minimal observed activity.
  26. AI content generation SaaS platforms27 entriesfirst seen 2025-02-25This cluster comprises AI-driven SaaS platforms that generate diverse content—text, images, video, music, code, and more—for businesses and creators. Many offer multimodal generation, while some focus on niche tasks like lead magnets, web prompts, or audio stem splitting. Dated entries before the index start are sparse and uneven, appearing in early 2025, a few mid-year, and again in early 2026, with no clear monotonic trend. Traction is led by AI-Copilot-Studio with 2 stars, followed by stemfoundry with 1 star and AI-Suvidha with 0 stars.
  27. Tournament bracket and scoreboard apps27 entriesfirst seen 2025-02-17The cluster consists of web apps for organizing sports tournaments, brackets, scores, and standings across various sports and gaming events. Dated entries appear sporadically from February 2025 to July 2026, with a few months having two entries and most having one, showing a thin and irregular pattern. The traction leaders (dota2-cup, hockey-liga, valorant-duel) all report 0 stars, indicating no substantial external activity signal.
  28. Calendar and scheduling apps27 entriesfirst seen 2025-02-16This cluster contains calendar, scheduling, and appointment-management apps for personal, professional, and niche needs, including social media posting, beach day planning, and power usage balancing. The dated history from before the index start shows one entry in 2021 and single monthly entries from early 2025 through mid-2026, a thin but steady spread rather than a concentrated burst. Traction leaders are project-calmanac and schedule-buddy-pro-19, each with one star; goalslot-mobile trails with zero.
  29. Agile sprint planning tools27 entriesfirst seen 2025-01-22This cluster comprises web-based applications for Scrum and agile teams to plan sprints, manage tasks and backlogs, run retrospectives, and track capacity and velocity. Dated entries before the index start show a low, irregular cadence from January 2025 through July 2026, with several month-long gaps. On activity signal, Orbit_ leads with 1 star, followed by Loopwise and Capacity-Planner-vercel at 0 stars.
  30. Options trading risk tools27 entriesfirst seen 2025-01-16This cluster comprises web and command-line applications focused on options trading, including payoff simulation, risk matrices, backtesting, portfolio risk analysis, and trade execution support. The dated history before the index start shows an irregular entry pattern, with the highest count of 3 entries in March 2025 and single entries in four other months. Among traction leaders, alpha-kite leads with 1 star, while RiskFlow and Leverage-Coach have 0 stars.
  31. Bakery e-commerce storefronts27 entriesfirst seen 2025-01-04This cluster consists of e-commerce storefronts for bakeries and similar food businesses, enabling customers to browse items, place orders, and track them, with admin dashboards for order management. The dated entries before the index are sparse and irregular, with only May 2025 showing two entries and the rest appearing as single months. The traction leader is zuzus-delightful-delivery with 2 stars, while the other explicitly mentioned members have 0 stars.
  32. Gamified habit RPG apps27 entriesfirst seen 2024-09-18This cluster comprises 27 gamified habit and task trackers that wrap goal-setting in RPG mechanics such as quests, experience points, levels, stats, and avatars. Dated entries are sparse from 2015 through early 2025, then become more frequent from mid-2025 through mid-2026, though the overall dated history is thin and uneven. Traction is led by HabitForge (5 stars), followed by AURA (1 star) and a-travessia (0 stars).
  33. Personal knowledge management apps27 entriesfirst seen 2024-08-07This cluster covers personal knowledge management and note-taking tools that store, organize, and search notes, documents, bookmarks, and other saved materials. The dated history is thin: one entry in 2016‑12, then a gap until 2024‑04, followed by occasional entries through 2026‑03, which is too sparse to infer a clear growth pattern. Traction leaders by activity signal are lore, Capacities – Notes & PKM, and Chrono‑AI, all with zero stars, indicating minimal observed engagement.
  34. Lyrics search and display tools27 entriesfirst seen 2024-07-08This cluster includes 24 products that fetch, search, display, translate, and analyze song lyrics, often integrating with music players or streaming services. Their dated history before the index is sparse, with isolated entries from 2016 to 2026, a long gap between 2017 and 2019, and a slightly denser set of monthly entries from 2024 onward. The highest activity signals belong to Rush - Lyrics App, lyric-finder, and Score-My-Bars, all showing 0 stars.
  35. Healthcare inventory management apps27 entriesfirst seen 2023-05-29This cluster covers inventory and stock management applications for healthcare facilities, clinics, and practices, with features like barcode scanning, expiration tracking, and team collaboration. Dated entries appear from 2016 through 2026, with an initial entry in 2016-03, a gap, then recurring entries from 2021 onward, including multiple in 2026. DawaiSetu leads on traction with a 5-star activity signal, while other members have no star rating.
  36. Sports betting management tools27 entriesfirst seen 2023-02-20This cluster consists of web, desktop, and extension tools for managing sports betting activity, covering wager tracking, performance analytics, bankroll management, and tipster evaluation. Dated entries are sparse: one per month from September 2025 through January 2026 and one in March 2026, so the cluster's pre-index history is too thin to identify a growth shape. Traction leaders are tipsterscript and BETtracker with 1 star each, while sure-plan has 0 stars.
  37. LaTeX and technical document editors27 entriesfirst seen 2022-04-29This cluster comprises LaTeX and technical document editing tools, spanning desktop, mobile, terminal, and AI-assisted environments, often with integrated PDF preview or compilation. Entries appeared sporadically from March 2017 through July 2026, with a thin but steady trickle and no month exceeding two entries, indicating a low-intensity, long-tail development pattern. openleaf leads on activity with 8 stars, while local-latex-workbench and LyX each have zero stars.
  38. Ebook reader apps27 entriesfirst seen 2021-03-12The cluster comprises 24 mobile e-book reader apps focused on importing and reading DRM-free personal files across formats like EPUB, PDF, and MOBI, with heavy emphasis on customization (fonts, themes, text size) and reading aids (bookmarks, text-to-speech, offline access). Entries before the index start are spread thinly across nearly two decades (2009-2026), with occasional small bursts (e.g., 3 in 2021-03, 2 in 2022-10), but no consistent upward trend. Traction leaders all show 0 stars, indicating no member has achieved notable activity; the highest-activity apps are Hedgehog reader, LiBook, and KRed Reader, but their signal is negligible.
  39. Warehouse operations management apps27 entriesfirst seen 2021-02-20This cluster comprises warehouse operations apps covering picking, packing, inventory, and task management for floor workers and supervisors. The dated history before the index start is too thin to read a shape from—only three dated entries exist. Traction leaders are packing-app-cs, superfine-warehouse, and picking-packing-board, each showing zero activity stars.
  40. Game streaming and remote play clients27 entriesfirst seen 2020-06-21This cluster comprises game streaming and remote play clients for PCs, consoles, and cloud services, with a focus on low-latency video/audio relay and controller input across devices. The pre-index entry history is spread across seven years, with single additions appearing in isolated months and long gaps in between, showing no discernible momentum. DroidLink leads traction with 7 stars, while the other dated entries have yet to gain visible activity.
  41. QR & barcode utility apps27 entriesfirst seen 2020-03-29This cluster comprises utility apps that scan and generate QR codes and barcodes, typically offering history, sharing, and export or copy features. Entries appear intermittently from September 2011 to May 2026, with no clear trend in frequency and occasional months with multiple releases. The traction leaders are QR- & Barcode Scanner, Barcode Scanner - EAN & UPC, and Scandit SDK Showcase, each with an activity signal of 0 stars.
  42. Mobile e-book reader apps27 entriesfirst seen 2020-03-04This cluster consists of mobile e-book reader apps that open local files in formats such as EPUB, PDF, TXT, FB2, and CHM, with many offering customization, bookmarks, and note-taking. Entries are dated from 2008 to 2026, with a sparse early history and a modest increase in entries from 2024 onward; the overall shape is a long, thin tail rather than a consistent flow. Traction is low overall, with shiori-local-reader leading at 2 stars, followed by Ebook-Apk-free at 1 star and EPUB Player at 0 stars.
  43. Photo filter and editing apps27 entriesfirst seen 2019-03-06This cluster comprises web and app-based tools for photo enhancement, including filters, artistic effects, restoration, and retouching. Dated entries are scattered from 2019 to 2025, with the most dated entries appearing in 2025 (four of the eight dated entries). Nomi leads on traction with 1 star, while others have 0 stars.
  44. Crypto tracking and trading apps27 entriesfirst seen 2018-02-21This cluster consists of mobile apps focused on cryptocurrency price tracking, portfolio management, trading, alerts, and related features such as staking, mining, and swapping. The dated entry history is sparse and irregular: a single entry in 2014, three in 2018, then a gap until one in late 2023 and two in 2025, showing no clear trend. On traction, Coinbase: Buy Crypto & Stocks, CoinMarketCap: Crypto Tracker, and Fintech lead the activity signal, though all show zero stars.
  45. Crossword word connect games27 entriesfirst seen 2016-12-11This cluster consists of word puzzle games that blend crossword and word-search mechanics, typically by connecting or sliding letters to fill grids across hundreds to thousands of levels, often with daily challenges, tournaments, or social features. The dated entries span from 2009-10 through 2024-09, appearing sporadically with one or two per month and no sustained pattern, indicating a long-running but irregular release history rather than a concentrated trend. Traction leaders by activity signal are Crossword Jam: Fun Word Search, Word Tour - word puzzle, and Words of Wonders: Crossword, each with a score of 0 stars.
  46. Freelancer time tracking apps27 entriesfirst seen 2016-06-24This cluster consists of time tracking applications designed for freelancers, teams, and small companies, covering work hours, projects, reports, budgets, and billable hours. Entry data from before the index start shows a steady, low-volume pattern from August 2011 to February 2026, with sporadic single entries and one month (May 2020) with two; the timeline does not indicate a surge or decline. Traction leader is Tickoala with 1 star, while TimeCamp Time Tracker and Samay Time Tracker have 0 stars.
  47. Fantasy action role-playing games27 entriesfirst seen 2016-02-05This cluster consists of action role-playing games, mostly set in fantasy worlds, that emphasize real-time combat, loot, crafting, and character progression. The dated entries before the index start are sparse, with one or two per month scattered from February 2009 to May 2026, showing no sustained trend. Traction leaders are Where Winds Meet, Eternal Hero: MMO Action RPG, and Guild of Heroes: Legendary War, each with 0 stars.
  48. Avatar virtual world simulators27 entriesfirst seen 2015-11-19This cluster consists of open-ended avatar-centered virtual worlds and social simulation games, with recurring themes of character customization, dress-up, socializing, roleplay, city exploration, and mini-games. The pre-index dated history runs from May 2011 through March 2026 and is sparse and uneven, with one entry in most of those months and two in March 2026. Traction leaders by activity signal are maiworlD and Highrise: Dress Up Avatar Game at 0 stars, followed by anima-verse with 3 stars.
  49. Stripe payment management apps27 entriesfirst seen 2015-06-10This cluster consists of web and mobile applications that help businesses track Stripe payments, manage orders and transactions, and monitor revenue. The dated history before the index start is too thin to discern a growth shape, with only four dated entries. Among the members, Canteen-Management and ecommerce-frontend lead in traction with one star each.
  50. Mobile puzzle and brain teaser games27 entriesfirst seen 2015-02-20This cluster is a collection of mobile puzzle games spanning word, logic, graphic, brainteaser, and unconventional challenge types. The pre-index entry history is sparse and erratic, with many single-entry months separated by gaps of a year or more from 2012-11 through 2026-07, including occasional two-entry months. Traction leaders based on activity signal are PuzzleMacerasi_Android2, Puzzle_Android, and Wheel of Fortune Official Game, each currently at 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.