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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. Campus food ordering apps39 entriesfirst seen 2016-01-25This cluster comprises web and mobile applications for ordering and managing food on university and school campuses, covering canteen pre-orders, meal scheduling, payments via UPI/QR codes, kitchen displays, and administrative dashboards. Entries appear intermittently from January 2025 through June 2026, with no sustained monthly pattern before the index started. The traction leaders, CampusBite, Cafe, and VIT-AP-Eats, each show the highest activity signal with 0 stars.
  2. Hydration tracking reminder apps39 entriesfirst seen 2015-12-14This cluster consists of web, mobile, and desktop apps that log daily water intake, set hydration goals, and send reminders to drink water throughout the day. The dated members before the index start show a low, evenly spaced trickle of entries from 2015-12 through 2026-06, with no clear pattern or concentration, and eight members lack source dates entirely. Traction is minimal, with Wator leading at 1 star and two others at 0 stars, indicating very early or niche engagement.
  3. Terminal text editing tools39 entriesfirst seen 2015-09-21A cluster of 38 terminal-centric tools covering text editors, REPL-style editors, compositors, diagram editors, and command-line helpers. The dated history shows sparse entries from 2008 through 2025, with a noticeable increase in new tools from May to July 2026. Traction leaders are ttt, rura-bin, and druk-bin, each at 0 stars.
  4. Federated social network clients39 entriesfirst seen 2015-08-29This cluster comprises clients and apps for decentralized and federated social networks (e.g., diaspora*, Mastodon, PeerTube, Pixelfed) as well as some niche community forums. The dated entries are sparse from 2010 through early 2024, then appear more regularly from late 2024, with the highest monthly count (3) occurring in June 2026. Traction is led by mobile-ios, the only member with an activity signal (3 stars), though the signal is modest overall.
  5. Roguelike dungeon crawler games39 entriesfirst seen 2013-12-30The cluster consists of roguelike dungeon-crawler games, spanning pixel art, text-based, terminal-based, and browser implementations, with procedural generation and permadeath as common themes. Dated entries appear sporadically from January 2013 through June 2026, with no clear trend, and three members have no source date. Traction is led by gh-dungeons (84 stars), while other tracked members show zero activity.
  6. 3D interior design and floor planning39 entriesfirst seen 2013-12-30This cluster comprises 24 products focused on interior design, floor plan creation, and 3D visualization, including AR furniture placement and room modeling. Dated history before the index start shows sporadic entries from 2013 to 2018, then a gap, followed by a few recent entries from 2023 to mid-2026. Traction is led by DecoView with 1 star, while mapadequartos and mikonus-home-assistant each have 0 stars.
  7. Guided tour booking platforms39 entriesfirst seen 2013-10-30This cluster consists of web platforms for discovering, planning, and booking guided tours and travel experiences, often tailored to specific regions or destinations. The dated history before the index start shows a single entry in October 2013 and then a series of entries from February 2025 through May 2026, with the highest count being two entries in October 2025. Traction leaders are toursandtravels, DeporTur, and Explore-Pakistan, all showing zero stars.
  8. Sports team management apps39 entriesfirst seen 2013-04-02This cluster covers mobile apps for managing sports teams and clubs, including schedules, rosters, communication, payments, and scores. The entry timeline shows a steady stream of new products from 2013 through 2026, with no clear pattern. GameChanger, SportsEngine Motion, and Sportual lead in activity signal among the members.
  9. eSIM travel data apps39 entriesfirst seen 2013-02-04This cluster consists of mobile apps selling prepaid eSIM data plans for international travelers, often bundling extras like VPNs, virtual phone numbers, or destination guides. Dated entries appear sporadically from 2013 through early 2026, with a long gap between 2013 and 2019 and intermittent activity afterward. All three traction leaders (Eskimo, Roamless, Holafly) show equal activity signals of 0 stars.
  10. Driving theory test prep apps39 entriesfirst seen 2012-04-25This cluster comprises mobile and web apps that prepare learner drivers for driving theory, permit, and license exams through practice tests, study materials, gamified lessons, and personalized study plans. Entries are sparse and sporadic, with single launches in 2012, 2016, 2017, 2018, 2019, then a gap until two in 2025 and one in May 2026. Traction leaders copiloto-responsable, Feu-vert, and ket each have zero stars, indicating no standout momentum.
  11. Artisan marketplace platforms39 entriesfirst seen 2011-11-16This cluster comprises marketplaces connecting artisans and handmade-goods sellers with buyers, often incorporating authenticity checks, escrow, or service booking. The dated pre-index history shows two entries in April 2025 and single entries in July 2025, November 2025, and March 2026, a pattern of sporadic additions rather than a sustained build. Traction leaders by activity signal are virasat-hastkala, kaarigar-sathi, and shop-fix-shine, each at 0 stars.
  12. AI chat and messaging assistants39 entriesfirst seen unknownThis cluster of 44 products centers on chat applications that integrate AI assistants for text, image, and sometimes multimodal conversations, ranging from simple ChatGPT-style demos to multi-agent platforms and specialized vertical use cases. Dated entries before the index start appear intermittently from October 2024 through May 2026, never more than two in a month, indicating a slow and thin entry history. Traction leaders are chatone, nextmsg, and Convos · The Agentic Messenger, each with zero stars, so no product shows meaningful adoption signal.
  13. Dictionary and word lookup tools39 entriesfirst seen unknownThis cluster of 29 similar products provides word definitions, synonyms, etymology, or morphological analysis across web, browser extension, command-line, and mobile platforms, spanning multiple languages. The dated history shows sporadic entries from 2018-08 to 2025-08, with a gap between 2018-08 and 2021-12, then entries in 2023-04 and three in 2025, indicating irregular entry over time; many members are undated. Traction leaders are wordkeep, lemma-lookup, and quickdict_chrome_extension, each with 0 stars, indicating no meaningful activity signal.
  14. E-commerce storefront platforms38 entriesfirst seen 2026-09-30This cluster contains three near-identical ideas for an online shop or storefront that sells products to customers through the web. Dated entries before the index are sparse but readable: one each in April and May 2025, two in June 2025, and one in April 2026. Traction leaders by activity signal are MishBaby-V2, lift-heavy-sell-smart, and thyme-to-shop, all at 0 stars.
  15. Rental platform for landlords and tenants38 entriesfirst seen 2026-09-04This cluster consists of online platforms that list rental properties and connect landlords with tenants, covering browsing, applications, and automated notifications. Dated entries before the index began appear sporadically from March 2025 to June 2026, with the highest monthly count of 4 in January 2026 and single entries in most other months; 5 members have no source date. Traction leaders, based on activity signal, are rental-real-estate, AD-Property-Rental, and vibmehta.com, each with 0 stars.
  16. Desktop voice AI assistants38 entriesfirst seen 2026-09-03Desktop AI assistants that respond to voice commands, automate daily tasks like launching apps, searching the web, reading on-screen content, and controlling system functions. The cluster's dated history before the index start is too thin to read a shape from—only 4 dated entries exist. On traction, adyber-ai leads with 4 stars, followed by ovoice with 3 stars, while JARVIS-Mark-LII has 1 star.
  17. Minecraft AFK keep-alive bots38 entriesfirst seen 2026-09-03This cluster consists of Minecraft bots that join servers as fake players to keep them active, with features like automatic reconnection and live web dashboards; one variant also performs in-game tasks like chopping trees and fighting mobs. The cluster's dated history is too thin to read a shape from — it has zero dated entries before the index start, so it predates the index or its members are undated. Traction leaders based on activity signal are minecraft-afk-bot, myownhostingbot, and Hostingbot, each currently showing 0 stars.
  18. Automated job search bots38 entriesfirst seen 2026-09-03This cluster consists of bots that automate job search tasks, such as scraping listings, scoring matches, and sending alerts or applications. The dated history is too thin to infer a timeline shape, as only one dated entry exists before the index start, and many members are undated. Traction leaders include alpha-hunt with 12 stars, followed by job_tracker and upwork-job-radar with 1 star each.
  19. Live wallpaper macOS apps38 entriesfirst seen 2026-08-16This cluster consists of macOS desktop applications that turn local video files, websites, or images into animated or live wallpapers, often with multi-display support and menu-bar control. The cluster's dated history is too thin to read a shape from—only a single dated entry exists before the index start, so no timeline shape can be discerned. Among members, WaifuX leads in activity with 1,383 stars, followed by Cove with 59 stars and Nifro with 5 stars.
  20. Document chat & RAG Q&A38 entriesfirst seen 2026-08-10This cluster consists of 29 similar products that answer questions by retrieving information from user-uploaded documents or domain-specific knowledge bases, typically using retrieval-augmented generation and semantic or vector search. Their pre-index dated history is sparse and irregular: one entry in March 2023, then a gap until October 2025, followed by occasional monthly entries through June 2026, showing no clear growth pattern. Traction leaders are ResearchAI-MultiAgent with 3 stars, while cloudflare and RAG-Chatbot have 0 stars.
  21. School CMS websites38 entriesfirst seen 2026-08-05This cluster consists of content management websites for schools, universities, and educational centers, typically featuring public news, events, photo galleries, and an admin panel for staff to update information. The dated history before the index start is too thin to read a shape from—only two dated entries exist, while others lack dates—so no timeline pattern can be inferred. Among the members with activity signals, musicSchoolVercel leads with two stars, followed by sejscc and colegio_sagrado_coracao_de_jesus_rg with zero stars each.
  22. AI knowledge-base support chatbots38 entriesfirst seen 2026-07-10This cluster is made up of AI chatbots that answer support or employee questions from company documents, cite their sources, and often escalate unresolved queries to human agents. The cluster's dated history is too thin to read a shape from -- it predates the index or its members are undated. Traction leaders by activity signal are rag-kb-service, ai-support-chatbot, and kb-rag-assistant, each with 1 star.
  23. AI health assistants38 entriesfirst seen 2026-05-07This cluster consists of 23 AI-powered conversational assistants that answer health-related queries, explain medications and reports, analyze symptoms, and provide wellness guidance across patient and clinical settings. Dated entries before the index start are too thin to read a shape from, with only 11 entries spread thinly between 2024-06 and 2026-07, each month typically having one entry. Traction leaders, based on activity signals, are Swasthyasaathi, tcm-agent, and MEDGUIDE-AI, each with the same leading score.
  24. Email clients and webmail tools38 entriesfirst seen 2026-04-26This cluster comprises web-based and mobile email clients, webmail tools, and email-sending utilities that let users read, compose, and manage messages across various interfaces. The dated history is sparse, with entries scattered from 2009 to 2026 and no discernible acceleration. Traction is minimal, with Work--Mail showing the highest activity signal at 1 star.
  25. AI full-stack app generators38 entriesfirst seen 2026-03-22This cluster comprises web-based and mobile tools that generate full-stack applications from natural-language prompts, typically offering live preview, code editing, and chat-based iteration. Entries appeared sporadically from June 2025 through July 2026, with no new entries in several months and monthly counts between 1 and 4. Among dated members, rilable leads on traction with 160 stars, while bolt.diy and AgentixAI show 0 stars.
  26. Personal trainer booking sites38 entriesfirst seen 2026-03-16This cluster consists of marketing and booking websites for personal trainers and coaches, offering service showcases, session scheduling, lead capture, and some client management. The dated history is too thin to read a shape from — it predates the index or its members are undated. Traction leaders by activity signal are figfalcon-website-coaches, entrenador-jorge-bcn, and Reforge-website, all at 0 stars.
  27. Multi-company inventory management38 entriesfirst seen 2026-03-07The cluster consists of inventory and warehouse management systems emphasizing multi-company, multi-location stock tracking, covering receiving, transfers, stocktaking, purchase orders, and point-of-sale. Dated entries before the index start are scattered from November 2017 to July 2026, with a noticeable concentration in 2025 and 2026, though the overall pattern is sparse. Traction leaders based on activity signal are Rackbeat, stocksense, and Inventra, all currently showing zero stars.
  28. Kanban job application trackers38 entriesfirst seen 2026-01-10This cluster consists of web apps—mostly for job seekers, with at least one recruiter-focused tool—that organize application tracking around a Kanban/pipeline view and commonly include notes, reminders, analytics, and some AI-assisted features. The dated history shows entries appearing in most months from October 2025 through July 2026, with the highest monthly count of 3 in January 2026, a few months with 2 entries, and no dated entries in April 2026. The traction leaders named are applyflow, Candid, and AI-Job-Tracker, with Candid and AI-Job-Tracker showing 1 star each and applyflow showing 0 stars.
  29. Cardiovascular risk prediction web apps38 entriesfirst seen 2025-12-13This cluster consists of web applications that predict cardiovascular or heart disease risk from user-entered health parameters, typically using machine learning, and often provide personal care advice. The dated entries before the index start span from January 2025 to April 2026 but appear sporadically with gaps, so no clear growth pattern is discernible. MediPredict-AI leads on traction with 2 stars, while other members show minimal activity.
  30. Entrepreneur community platforms38 entriesfirst seen 2025-11-26This cluster comprises community platforms for entrepreneurs, startup founders, and niche professional groups (e.g., women, regional ecosystems) that offer networking, resource sharing, mentorship, and sometimes learning or AI-based tools. Dated entries appear sporadically from October 2025 to June 2026, with 1–2 entries in most months and gaps in between, while 19 members lack source dates. The traction leaders, uddokta-growth-platform, app_lause, and uffisolutions, each have 0 stars, indicating minimal engagement.
  31. AI persona debate platforms38 entriesfirst seen 2025-11-25The cluster consists of web and terminal apps that simulate or stage multi-turn debates among AI personas with distinct personalities, often tracking opinion shifts and allowing human participation. Dated entries before the index start show sporadic launches from mid-2025, then a modest uptick in early 2026 (from one per month to three per month). On traction, tribunal leads with five stars, followed by model-roundtable and ai-decision-room with two and one stars respectively.
  32. Healthcare provider websites38 entriesfirst seen 2025-10-30This cluster consists of marketing and informational websites for hospitals, medical centers, clinics, and other healthcare providers, covering general and specialty care. The dated entries before the index start are evenly spread at one per month across six months from January 2025 to June 2026, showing a steady, low-volume pattern with no clear acceleration. Among these dated members, the highest activity signals are rsuaisyiyah-purworejo, chaitanya-ent-hospital, and Al-Mariyam, each with 0 stars.
  33. Dental practice management software38 entriesfirst seen 2025-10-22This cluster consists of dental practice management and clinic operation platforms that handle scheduling, patient records, billing, and related workflows. Dated entries are sparse, beginning with single entries in early and late 2025, followed by a concentration of entries from February to July 2026, peaking at four in May. All traction leaders show zero stars, with the top activity names being align-final-, SistemaClinBox, and dominant_clinic_crm.
  34. Coding course platforms38 entriesfirst seen 2025-09-20The cluster consists of web-based platforms offering programming education through structured lessons, interactive exercises, quizzes, and progress tracking. The dated history is sparse but readable: a single entry in October 2013, then a small grouping of six entries from August through December 2025, with the highest monthly count being two in December. Among dated members, CloudAcademy leads traction with 4 stars, while AlumniForge and job-seekers-guide each have 1 star.
  35. AI prompt-to-app builders38 entriesfirst seen 2025-07-13This cluster consists of platforms that generate functional applications, websites, or code from natural-language prompts, primarily for users without coding skills. Dated entries appear steadily from February 2025 through May 2026, with a modest peak in July 2025, though 17 members have no recorded source date. On traction, qelos leads with 53 stars, followed by nextly at 41, while FORGE-AI-APP-BUILDER has none.
  36. Advertising campaign management platforms38 entriesfirst seen 2025-07-10This 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. AI video creation platforms38 entriesfirst seen 2025-06-27This cluster comprises AI-driven video production platforms that convert scripts, descriptions, or raw footage into finished videos, covering workflows from storyboarding and asset generation to voiceover, subtitles, and editing. The dated history before the index start shows a single entry in 2021-08, one in 2025-06, and then a concentration of entries in early 2026, with the most appearing in April and May. Traction among members is led by atlas-marketing-studio (24 stars), followed by manga-studio (8 stars) and AI-Short-Drama-Studio (2 stars).
  38. Mobile task management apps38 entriesfirst seen 2025-06-05This cluster focuses on mobile applications for creating and managing personal tasks and to-do lists, with a few variations that include team workflows or project management features. Dated entries are sparse, with a single 2019 entry followed by a gap until mid-2025, then a handful of entries through early 2026. The leaders by activity signal are experis-gestiontareas, taskflow-mobile, and Task_Flow_Mobile, all with zero stars.
  39. Webcam gesture control apps38 entriesfirst seen 2025-05-13The cluster consists of desktop and web applications that use webcam-based hand or body tracking for gesture control, enabling interaction with games, AI assistants, music, and system cursors. The dated entries before the index start show an isolated one in 2017-01, then a long gap, followed by several entries from 2025-05 through 2026-02, with the most (two) occurring in 2026-02. On traction, barehands leads by a wide margin with 900 stars, while Gesture-Mouse and gesture-obj-vision each have only 4 stars.
  40. Algorithm visualization educational tools38 entriesfirst seen 2025-04-09Interactive web apps that visualize algorithms, data structures, and sorting processes for computer science education, often featuring step-by-step animations and coding exercises. The cluster's dated history runs from March 2025 to June 2026 with a sporadic entry pattern—most months have a single entry, with three in April 2025 and two in June 2026—so no definitive growth shape is visible. DSA-Original leads traction with three stars on its repository, while the next most active members (CodeRecall, cyber-algo-viz) have none.
  41. Children's educational game apps38 entriesfirst seen 2025-03-31This cluster comprises web and mobile apps that deliver interactive, game-based learning for children, covering subjects from reading, math, and speech to economics, IT, and entrepreneurship. The dated history is thin before 2025—with single entries in 2013 and 2014, a long pause until 2022, then a steady series of additions from January 2025 through July 2026, including multiple entries in several months. Traction leaders are sparse: edenic-world has 1 star, while obkids and learn-play-hub-49 have 0 stars.
  42. Mindfulness and mental wellness apps38 entriesfirst seen 2025-03-12This cluster comprises 42 products centered on mental wellness, mindfulness, meditation, mood tracking, journaling, and guided exercises to reduce stress and improve emotional well-being. The cluster's dated history is too thin to read a shape from; only 11 entries have pre-index dates spread from 2020-09 to 2026-05, with no clear trend. Traction leaders are Softer, Self-Care Companion - Selfony, and PaceBack, each with 0 stars, indicating minimal public activity signals.
  43. Task management web apps38 entriesfirst seen 2025-02-20This cluster consists of web-based task management applications for creating, organizing, tracking, and completing to-do items and projects, often with authentication, priorities, deadlines, and status views. Before the index started, dated entries appeared sporadically across months from February 2025 to July 2026, with counts ranging from one to three per month (the highest being April 2026 with three); the timeline shows no consistent trend and is best described as scattered. The strongest traction signal belongs to taskflow-fullstack with 2 stars, while task-app and SmartTodo each have 1 star.
  44. Developer code snippet managers38 entriesfirst seen 2025-02-12This cluster consists of web apps that let developers save, organize, search, and share reusable code snippets, often with personal collections and user accounts. The dated history shows a lone entry in mid-2022, then a near-monthly run from February to June 2025, with a few later entries in 2025 and two in early 2026. Among members with traction signals, whichcodingtools leads with 8 stars, followed by Anthon-Code-1.0.2 (2 stars) and DevVault (1 star).
  45. E-commerce storefront platforms38 entriesfirst seen 2025-01-06This cluster consists of generic e-commerce storefront solutions that let customers browse products and complete purchases online. Six dated entries before the index start appear sporadically from January 2025 to June 2026, with no consistent cadence, so the cluster's dated history is too thin to read a clear shape from. The most active members by activity signal all have zero stars, indicating negligible traction.
  46. Math practice games for kids38 entriesfirst seen 2024-07-21This cluster comprises 27 educational games that teach math concepts ranging from basic arithmetic and fractions to geometry and trigonometry through gamified challenges for children and students. Dated entries appear sporadically from 2013-12 to 2026-04 across 11 distinct months, showing no consistent growth pattern. Traction is minimal, as the top three products by activity signal each hold 0 stars.
  47. AI companions persistent memory38 entriesfirst seen 2024-01-11A cluster of 34 mobile apps offering AI companions—chat, voice, or video—that remember past conversations, user preferences, and personal details, often with distinct personalities, voice cloning, or image generation, typically monetized via subscriptions or tokens. Dated entries begin in 2010-08 but remain sparse until 2025-05, then rise gradually, peaking at 7 months in 2026-07 before the index start. The traction leader is InternalBeyond-Mobile with 247 stars, followed by fuyue (44) and AiFans (0).
  48. AI character roleplay chat apps38 entriesfirst seen 2023-09-27This cluster consists of mobile apps for creating and chatting with customizable AI characters, emphasizing interactive storytelling, roleplay, and community sharing. Dated entries began with a single app in 2017, remained sparse through 2024, then became more frequent in 2025 and the first half of 2026, with the bulk of entries in those later months. fawntavern leads on traction with 6 stars, while Cuddmi and Afizzy have no stars.
  49. RPG game companion tools38 entriesfirst seen 2022-07-17This cluster consists of companion tools and databases for role-playing and fantasy games, helping players search item and monster data, track builds, view live maps, and manage notes or journals. Entries from before the index start are sporadic from August 2016 through May 2026, with a slight concentration in late 2025 and early 2026. Traction is led by Horadric-Loot-Box with one star, while buddy-evolution-tool and Waypoint have zero stars.
  50. Visual web editing and debugging38 entriesfirst seen 2022-03-05This cluster consists of browser extensions that let developers visually edit, inspect, and debug web pages by manipulating CSS, HTML, or via console and network tools. The dated entry history runs from September 2015 to June 2026, with a sparse early period and a denser concentration of entries in 2025 through mid-2026. Traction leaders are web-source-inspect (142 stars), UI-Anatomist (46 stars), and devstyle (18 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.