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WHITESPACE · CLUSTER INDEX · 9,893 CLUSTERS

Clusters

Every group of products the index has found building the same thing. Biggest collisions first, or newest first — all 9,893 of them, 50 to a page.

  1. Codebase Q&A search tools14 entriesfirst seen 2026-01-28This cluster consists of web applications that index code repositories and let developers ask natural-language questions about the code, with some offering semantic search, dependency visualization, and source references. The cluster's dated history is too thin to read a shape from – it predates the index or its members are undated. On traction, cgdweb-be300e6e, codebase-rag-assistant, and -Codebase-AI-Engineer lead with zero stars each.
  2. Music streaming web apps14 entriesfirst seen 2026-01-06This cluster comprises web-based music streaming applications that provide playback, user accounts, and administrative tools for uploading music. The five dated entries before the index start appear in isolated months (2025-04, 2025-10, 2026-01, 2026-06), showing a sparse and irregular timeline with no clear trend. Among traction leaders, sonora, tech-haven-music, and ACCJ-HUB all show zero activity signal, so no member has established meaningful traction.
  3. Adaptive learning apps14 entriesfirst seen 2025-12-31This cluster consists of adaptive learning applications that personalize questions, feedback, and study schedules based on individual student performance. The dated entries show a single entry in October 2015, then a gap until July 2023, followed by regular monthly entries from January 2025 through May 2026. The traction leader is capability-space with 10 activity stars, while the other two members have 0 stars.
  4. Linux desktop music players14 entriesfirst seen 2025-12-27The cluster consists of Linux desktop music players and audio extensions that play local libraries, online sources like lofi or YouTube, and control multi-room speakers. Dated entry is thin before the index: a single product in 2019-01, then a long gap until 2025-12, followed by a series of entries from 2025-12 to 2026-07, with 2 in both 2026-02 and 2026-07. Traction leaders by activity signal are gnome-shell-extension-quick-lofi, pwplay, and rox-player, all with 0 stars.
  5. Flood and rainfall simulation platforms14 entriesfirst seen 2025-12-27This cluster comprises interactive 3D web platforms and a rainfall monitoring system that visualize flood, dam-break, urban inundation, and related hazard data, aimed at engineering teams and risk assessment. The cluster's dated history is too thin to read a shape from—only one dated entry exists before the index start, and that is insufficient to infer a trend. On activity signal, SIAHRA leads with 29 stars, while the other dated members show zero.
  6. Phishing link warning extensions14 entriesfirst seen 2025-12-15This cluster consists of browser extensions that detect phishing, malicious, or scam links and warn users before they click or open dangerous pages. The dated history before the index start includes only four entries, too thin to read a shape from, so the cluster predates the index or its members are largely undated. On traction, nobotty leads with 3 stars, followed by rumbo-guardian and BroImOnMyPhone with 1 star each.
  7. CSV data cleaning tools14 entriesfirst seen 2025-12-12This cluster consists of web applications that accept uploaded CSV or Excel files, diagnose data-quality issues such as missing values, duplicates, and outliers, and either suggest cleaning steps or automatically repair the data with undo/redo support. Only two dated entries exist before the index start, so the cluster's dated history is too thin to read a shape from – it predates the index or its members are undated. The three traction leaders all show 0 stars, indicating minimal early-stage activity.
  8. Jewellery business management apps14 entriesfirst seen 2025-12-09This cluster consists of web and mobile apps for jewellery businesses, covering inventory, orders, vendor management, design, and cash flow. The dated history before the index start shows a thin spread: single entries in Aug 2025, Jan 2026, and May 2026, with a pair in Dec 2025; two members have no source date. Traction is led by tallerdeljoyero, SBJ-Vendor-Management, and SBJ-AI-Restocking-planner, each with 0 stars.
  9. Honey e-commerce stores14 entriesfirst seen 2025-12-05This cluster consists of online storefronts selling honey and honey-based products directly to consumers, often framed as specialty or artisanal food items. The dated history before the index is too thin to read a shape from—only two entries exist, so it predates the index or its members are undated. Among the activity signals, beeking-etman-website, Melia, and Melera all show zero stars, indicating no meaningful traction yet.
  10. AI email generation platforms14 entriesfirst seen 2025-12-01Members of this cluster use AI to generate email content, including replies, campaign sequences, and professional drafts, with some extending to WhatsApp delivery or inbox management. Their dated history before the index start shows sparse entries from 2023 through early 2025, then a concentration from November 2025 to July 2026, with the largest monthly count of three in May 2026. open-scouts leads on traction with 1,357 stars, while all other dated members report zero stars.
  11. Specimen identification and exploration apps14 entriesfirst seen 2025-11-30This cluster consists of apps that help users identify and learn about natural and historical specimens, including minerals, crystals, antiques, and fossils. The cluster's dated history is too thin to read a shape from, as only four dated entries exist before the index start, so it predates the index or its members are undated. Traction leaders are Curio - Antique Identifier, GEMSCAN-AI, and BoneVault, each with 0 stars.
  12. Email automation and scheduling tools14 entriesfirst seen 2025-11-21This cluster comprises products that automate email scheduling, sending, and tracking for use cases such as marketing campaigns, job applications, and transactional email. The dated history before the index start runs from February 2025 to June 2026, with entries appearing in only a few months and one month (February 2026) having two entries, indicating a thin and sporadic pattern. Among the traction leaders listed, mails.elixpo has the highest star count (2), followed by MailManagementElite (1) and signal-match (0).
  13. AI writing correction tools14 entriesfirst seen 2025-11-16These products automate spelling, grammar, and punctuation correction, often as browser or desktop extensions, with some offering AI rewriting, on-device processing, or bilingual support. The cluster's dated history is too thin to read a shape from, given only two dated entries before the index start. Traction is led by mc-grammar (5 stars), followed by kallilex (3 stars) and WriteRight (0 stars).
  14. Social book tracking apps14 entriesfirst seen 2025-10-24This cluster consists of social book tracking, review, and discovery apps, many positioning as Goodreads alternatives. Their entry history shows a single entry in 2021, then a run of entries from March 2025 through March 2026, with two entries in October 2025 being the most productive month. The traction leaders by activity signal are Pagebound: Social Book Tracker, book-nook-planner, and Literal – Discover Books, each with 0 stars.
  15. AI hotel booking chat assistants14 entriesfirst seen 2025-10-21This cluster covers conversational AI assistants that help travelers find, compare, and book hotel or short-term stay accommodations through chat. Its dated entries are sparse and irregular: single entries in March 2024, February 2025, May 2025, and October 2025, then two entries in June 2026; five members have no source date. Booking-email-check leads on activity signal with 1 star, while ai-hotel-booking-system and CRM-hang have 0 stars.
  16. School administration web platforms14 entriesfirst seen 2025-10-18This cluster comprises web-based platforms that manage school administration tasks such as student records, attendance, and class scheduling. The dated entries before the index start show a sparse, irregular pattern, with one entry in each of six scattered months between June 2025 and July 2026, and no clear trend. Traction leaders are Teacher-Desk, lga, and noblesadvancedsc, each with zero stars, indicating negligible user engagement.
  17. Gym management platforms14 entriesfirst seen 2025-10-13The cluster is a group of web and mobile applications for gym operators covering memberships, attendance tracking (including QR and biometric), payments, class schedules, and member communication. The dated history before the index start shows only a few scattered entries from October 2025 to June 2026, with no clear trend, making the timeline shape too thin to read reliably. The top traction leader is gymcamanalytics with 3 stars, while other members show little to no activity signal.
  18. Vehicle safety alert apps14 entriesfirst seen 2025-10-13The cluster comprises mobile and web apps focused on vehicle safety, using real-time GPS, Wi-Fi, and telemetry to predict collisions and issue alerts to drivers. The cluster's dated history is too thin to read a shape from—only 3 dated entries predate the index start, so it predates the index or its members are undated. Traction leaders (by activity) are Lukrey-IOS, RoadMesh, and SafeRide, each with 0 stars.
  19. Decentralized peer-to-peer chat apps14 entriesfirst seen 2025-10-06This cluster comprises chat applications that emphasize peer-to-peer or decentralized messaging, often avoiding central servers, with some offering offline or local-network operation. The dated members show an isolated entry in 2016-09, a long gap, and then a series of additions from 2025-09 through 2026-04, indicating a recent focus. Among dated members, malama, CHAT-P2P, and Kaidan lead on activity signals, although each currently has zero stars.
  20. Standardized test prep web apps14 entriesfirst seen 2025-10-06This cluster consists of web applications that help students prepare for standardized exams like the SAT, PSAT, and NCS, offering practice tests, drills, adaptive tutoring, and progress tracking. The cluster's dated history is too thin to read a shape from; it predates the index or its members are undated. Leading members by activity signal are SomaHub, satsharks-platform, and SAT_prep_maxSat, each with 0 stars.
  21. Real-time call speech translation14 entriesfirst seen 2025-10-04This cluster consists of desktop and video-calling apps that translate spoken language in real time during live calls, enabling conversations between speakers of different languages. The dated history is too thin to read a shape from, with only two dated entries before the index start, so it predates the index or its members are undated. Traction leaders by activity signal are speech-to-translate-en-tr, HackGrill, and liveDesktop, each with 0 stars.
  22. AI web element capture extensions14 entriesfirst seen 2025-10-04This cluster consists of browser extensions that extract selected webpage elements and convert them—along with layout, styling, annotations, Markdown, or screenshots—into structured context or prompts for AI coding assistants. Dated entries before the index start show a sporadic pattern: single entries in October 2025, December 2025, April, May, and July 2026, with two in March 2026. The traction leaders are auto-webmcp-chrome (17 stars), UI-drop (35 stars), and chatgpt-analytics (10 stars), with UI-drop having the highest star count among them.
  23. Small business POS inventory apps14 entriesfirst seen 2025-10-02The cluster consists of point-of-sale and inventory management apps for small businesses, covering stock tracking, sales processing, receipts, customer management, and branch performance. The dated history shows an isolated entry in July 2020, then a gap until October 2025, after which entries appear more regularly, with two in January 2026 and single entries in February and April 2026. Among traction signals, xinventory leads with 1 star, while the other two have none.
  24. AI search optimization platforms14 entriesfirst seen 2025-09-26This cluster consists of platforms that help businesses optimize content for visibility in AI-powered search engines and LLM-based answer systems. The dated history is too thin to read a shape from—only three dated entries exist before the index start, so the cluster likely predates the index or has undated members. Traction leaders by activity signal are Plyxo-CRO-SEO-AIO-AEO-GEO (12 stars), usewok (10 stars), and geo-saa (6 stars).
  25. AI candidate screening platforms14 entriesfirst seen 2025-09-26This cluster comprises AI-driven platforms that screen and rank job candidates for recruiters, with some offering bias detection and analytics. The dated history before the index start is too thin (only 3 dated entries) to discern a trend shape, so the cluster's early activity predates the index or is largely undated. Traction leaders are hire-bot-insight with 32 stars, followed by talentai (1 star) and OfferPilot (0 stars).
  26. Sports news and score aggregators14 entriesfirst seen 2025-09-11This cluster consists of sports information hubs that aggregate scores, schedules, news, and sometimes highlights or rankings for fans. The dated history is sparse: a single entry in 2011, then a gap until 2023, with most dated entries appearing in 2025. Traction leaders by activity signal are sportsapp, dynamic-sports-hub, and sportsperson-of-the-year-nextjs, all with zero stars.
  27. AI credit risk assessment apps14 entriesfirst seen 2025-09-05The cluster consists of AI web applications that automate credit risk scoring and lending decisions using applicant financial data, document scanning, and machine learning, with an emphasis on explainable outputs. Pre-index dated history is too thin to read a shape (only 1 dated entry), so the cluster's timeline cannot be characterized. Traction leaders, each with 0 stars, include uae-sme-credit-intelligence, SynBridge, and banktax-agent.
  28. AI document Q&A assistants14 entriesfirst seen 2025-09-01These tools let users upload source files (PDFs, CSVs, images, etc.) and receive AI-generated summaries, insights, and answers to questions about the content. The dated history before the index shows sporadic entries: 2 in September 2025, 3 in November 2025, and 1 in January 2026. All traction leaders (rapidread-ai, SI-report-assistant, DataAnalyst-AI) show zero stars, indicating early-stage projects.
  29. LinkedIn profile and post tools14 entriesfirst seen 2025-08-26This cluster consists of web apps and tools that generate, analyze, or optimize LinkedIn profiles and posts, often using AI to turn notes into polished content. With only four dated entries before the index start, the cluster's dated history is too thin to read a shape from – it predates the index or its members are undated. The traction leaders, based on activity signal, are Cyberian-Test, postcraft-ai, and li-ai-gen, each with 0 stars.
  30. Browser survival arena games14 entriesfirst seen 2025-08-22This cluster comprises browser-based arena survival games featuring wave-based combat, resource gathering, and multiplayer competition. The cluster's dated history is too thin to read a shape from—only three dated entries exist before the index began, and three members have no source date. On traction, hookblast leads with 5 stars, while Arena-IO and lavafall-showdown have 0 stars.
  31. URL shorteners with analytics and QR codes14 entriesfirst seen 2025-08-21This cluster comprises 12 URL shortening services that consistently offer custom short links, QR code generation, and click analytics, often with custom domains or aliases. Dated entries are sporadic, with one entry in each of nine months from March 2025 to July 2026, showing no clear pattern. On traction, urlforge leads with 7 stars, followed by masasi (1 star) and 2goi (0 stars).
  32. Restaurant receipt bill splitting apps14 entriesfirst seen 2025-08-21This cluster focuses on mobile apps that scan restaurant receipts and split bills among friends by assigning line items, with some also tracking expenses and enabling settlements. The dated history is too thin to read a shape from—only 4 dated entries exist before the index start, so the cluster predates the index or its members are undated. On traction, vouch leads with 34 stars, followed by splitsnap (1 star) and SplitIt- (0 stars).
  33. Faculty evaluation and administration platforms14 entriesfirst seen 2025-08-20The cluster consists of web-based platforms for university faculty administration, including professor/course reviews, performance appraisals, thesis/committee management, and academic workflow approvals. The dated history before the index start is too thin to read a shape from—only four dated entries exist—so the cluster either predates the index or its members are undated. Traction leaders are thesis-crew with 2 activity stars, followed by soutenance-new and faculty-digital-ecosystem with 0 stars each.
  34. Quantum computing learning tools14 entriesfirst seen 2025-08-17The cluster consists of browser-based simulators and interactive apps for learning quantum computing, including circuit builders, quantum key distribution demos, and quantum-inspired exploration tools. Only three members have dates before the index start, too few to discern any timeline shape, so the cluster's dated history is too thin to read a pattern from; the majority of members are undated. OpenQuantum leads on traction with 48 stars, far ahead of others like QKD-Simulator.
  35. Legal aid matching platforms14 entriesfirst seen 2025-08-12This cluster consists of web and mobile platforms that connect individuals with lawyers, legal aid services, and legal information, covering general assistance, pro bono management, and specialty niches like women's, immigration, and Mexican labor law. The dated entries before the index start appear sporadically from January 2025 through May 2026, with gaps of several months and no consistent pattern. The highest activity signals in the cluster are conecta-direito, Botique, and SheVerse-legal-Assistant, each showing zero stars.
  36. Marketing & sales growth platforms14 entriesfirst seen 2025-08-12This cluster consists of marketing and sales platforms aimed at lead generation, customer acquisition, and business growth, serving segments like franchises, eCommerce, and tradespeople. The cluster's dated history is too thin to read a shape from, with only two dated entries before the index start. Traction leaders, each with 0 stars, are techgrowmedia, zapsters-ignite-growth, and freechising.
  37. Nonprofit & association management software14 entriesfirst seen 2025-08-08This cluster consists of management and accounting software tailored to nonprofit and membership-based organizations, including associations, parishes, and business groups, focusing on administrative tasks, member records, and financial reporting. The cluster's dated history is too thin to read a shape from, with only a single dated entry before the index start. Traction leaders, based on activity signal, are GESTION_COPARMEX, ASSOLVIA, and openasbl, each with zero stars.
  38. Dream recording and interpretation apps14 entriesfirst seen 2025-08-06This cluster consists of web apps for recording and interpreting dreams, covering drafting, symbol meanings, and exploring hidden meanings. The pre-index dated history is thin but present, with single entries scattered across 2020, 2023, and 2025, showing no clear pattern. Among dated members, dreamlog leads on traction with 2 stars.
  39. 2D graphics and animation editors14 entriesfirst seen 2025-07-30This cluster consists of desktop editors for creating and modifying 2D graphics, including pixel art, digital painting, GIF animation, and specialized formats like paper doll sprites and Windows cursors. Dated entries appear sparsely from December 2020 through May 2026, with a small concentration in August and September 2023, and no consistent cadence otherwise. The highest activity signals are rustypaint, UploadanhloadtranLQ, and pixieditor, each at 0 stars.
  40. classic falling-block puzzle games14 entriesfirst seen 2025-07-28This cluster of casual puzzle games recreates classic falling-block stacking gameplay, with entries spanning browser, desktop, and Android platforms and offering variations such as additional modes, AI opponents, and kid-friendly styling. The cluster's dated history is too thin to read a shape from, as it predates the index and most members are undated. Among the dated entries, the activity leaders are DropCount, tetris-py, and lil-block-buddy, each showing 0 stars.
  41. Social networking web apps14 entriesfirst seen 2025-07-18This cluster consists of social networking applications that center on user profiles, posting updates, and interacting with others, with some variations like real-time chat or gamified features. The dated history is too thin to read a shape from, as only four dated entries exist before the index start, and most members lack source dates. All traction leaders show zero activity stars, so no member leads in traction.
  42. AI career path guidance14 entriesfirst seen 2025-07-04This cluster consists of AI-powered tools that help users explore career paths and receive personalized guidance based on their interests and skills. The cluster's dated history is too thin to read a shape from — only three dated entries exist before the index start, so it predates the index or its members are undated. Ariadne leads on traction with one star, while the other named members show zero stars.
  43. Islamic boarding school admin apps14 entriesfirst seen 2025-07-03This cluster consists of web platforms for Islamic boarding schools (pesantren) that handle student registration, master data, report cards, and communication among administrators, parents, and staff. The dated history is too thin to read a shape from — only 3 dated entries exist before the index start, so the cluster predates the index or its members are undated. Traction leaders by activity signal are buku-induk, sim-pesantren, and rapot, though none show star counts above zero.
  44. Collaborative travel planning platforms14 entriesfirst seen 2025-06-30Collaborative travel planning platforms let groups co-create itineraries, share budgets, maps, and documents in real time. Dated entries are sparse from 2020 to 2025, then more concentrated between March and July 2026. Wandr leads traction with 3 stars, while wander and turistar each have 1 star.
  45. Daily motivational quote apps14 entriesfirst seen 2025-06-27This cluster consists of apps that deliver a daily inspirational quote or word of motivation, with some offering customization and sharing features. The dated history is sparse, with only five entries scattered across non-consecutive months from December 2020 to June 2026, showing no discernible growth pattern. Traction leaders, all with zero stars, include Quotology, Quotes.app, and Thirukkural Daily Widget.
  46. AI coaching and growth apps14 entriesfirst seen 2025-06-21This cluster comprises AI-powered coaching platforms that provide personalized guidance across areas like wellness, speech therapy, leadership development, and personal growth, often using voice or interactive sessions. The dated history before the index start shows an initial pair of entries in June 2025, then a single entry each in February, March, and April 2026, indicating a thin, scattered timeline. The top activity signal is shared by allcoachhub, ai-self-growth-coach, and hackcbs-8, each at 0 stars.
  47. Secure health record platforms14 entriesfirst seen 2025-06-02The cluster consists of platforms for storing, managing, and sharing medical records, typically with encryption, consent controls, and secure sharing mechanisms like QR codes or digital wallets. Only three dated entries exist before the index start, too few to read a timeline shape from, so the cluster's dated history is too thin to discern a pattern. Traction leaders (medivault, PediaNex, PATIENT-SOVEREIGN) all show zero stars, indicating no product has established meaningful traction.
  48. Note-to-flashcard study apps14 entriesfirst seen 2025-05-30This cluster consists of study applications that convert pasted notes or PDFs into flashcards and quizzes, using spaced repetition and progress tracking. The dated history is too thin to read a shape from, as only three pre-index entries exist, predating the index or with undated members. Traction leaders are synapse-deck with 1 star, and InterviewDevHack-Mobile and flip with 0 stars each, indicating early-stage activity.
  49. Risk-based dice rolling games14 entriesfirst seen 2025-05-29This cluster consists of web and mobile dice games where players roll for points, decide whether to bank or risk losing them, and compete through rankings, leagues, or matches. The dated history is too thin to read a shape from—only 5 pre-index entries exist (2015-10, 2017-03, 2022-03, 2025-02, 2025-05), so the cluster's timeline predates the index or is undated. Traction leaders are esquadrao, zilch.jacobdanderson.net, and Hot Rolls Dice Strategy Game, all showing 0 stars.
  50. Local business review platforms14 entriesfirst seen 2025-05-24This cluster of 11 products focuses on web-based platforms for rating, reviewing, and discovering local stores, businesses, and parks, often with user authentication and dashboards for owners. The cluster's dated history is too thin to read a shape from -- it predates the index or its members are undated, with only one dated entry before the index start. All traction leaders (store_rating, Stores_Rating_System, ratehub) currently show zero stars, indicating no significant activity metric yet.

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.