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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. Prediction market trading platforms22 entriesfirst seen 2025-12-09This cluster consists of 22 products that let users create, trade, and wager on prediction markets covering real-world events such as sports, politics, crypto, and financial outcomes. The dated entry history is sparse and irregular, with seven dated entries spread across 2022-09, 2024-08, 2024-09, 2025-12, 2026-03, 2026-04, and 2026-07, showing no clear trend. Traction is led by levelfield (70 stars), followed by quantis (5 stars) and Oddlytics (0 stars).
  2. Beauty clinic websites22 entriesfirst seen 2025-11-28This cluster consists of websites for beauty and aesthetics clinics that showcase treatments, services, and contact details to prospective clients. The cluster's dated history is too thin to read a shape from, with only two dated entries before the index start, so it either predates the index or many members are undated. Traction leaders, based on activity signal, include lumina-glow-clinic, RTIS01, and skinlab-shine-launch, all currently showing 0 stars.
  3. Quiz tracking web applications22 entriesfirst seen 2025-11-20This cluster comprises web apps for taking quizzes, featuring user accounts and answer tracking. The dated history before index start shows a sparse pattern: one entry in January 2025, two in October 2025, and single entries in November and December 2025 and March 2026, overall indicating sporadic creation. The traction leaders, Website-c, quizstratto, and quiz-fullstack, each show 0 stars, meaning minimal user activity.
  4. Cloud-synced note-taking apps22 entriesfirst seen 2025-11-03This cluster consists of note-taking applications that emphasize creating, editing, and syncing notes across devices. Dated entries appear sporadically from March 2014 through January 2026, with a modest increase in late 2025 and early 2026. The traction leaders are Noted_Expo_AISDK, Keeper, and jotter, each showing 0 stars as their activity signal.
  5. Online art marketplaces22 entriesfirst seen 2025-10-31This cluster consists of online stores and galleries where artists sell original artwork, prints, and related products directly to buyers. The dated history is too thin to read a shape from—only three dated entries exist before the index start, and most members are undated. Traction leaders by activity signal are therosepallette, mohini-artistry, and quik, each with zero stars.
  6. Business data analytics platforms22 entriesfirst seen 2025-10-19This cluster consists of cloud platforms that aggregate business data, automate analysis, and generate insight reports. The dated entry history is too thin to read a shape from—only four dated entries exist before the index start, and the index began collecting on 2026-08-11. Traction leaders by activity signal are boo-pdp-8c9b8d17, Decilyra, and automated-market-research-platform, each with 0 stars.
  7. Interactive 3D globe web apps22 entriesfirst seen 2025-10-08The cluster consists of web apps that render interactive 3D globes or maps for geographic exploration. Dated entries before the index start appear intermittently from October 2025 to July 2026 at roughly monthly or bimonthly intervals, showing no clear pattern of growth. The traction leaders are geo-index, globalmaps, and proj-experiment-v8, each with zero stars, indicating minimal user engagement so far.
  8. Personal expense tracker apps22 entriesfirst seen 2025-10-06This cluster consists of mobile apps for tracking personal expenses and managing daily spending budgets. Dated entries before the index start are concentrated in late 2025, with a notable grouping of six entries in October 2025, alongside sporadic earlier entries from 2022, 2024, and early 2025. Traction is led by DailySafe (2 stars), while the other two members show no star activity.
  9. Spreadsheet-to-dashboard web apps22 entriesfirst seen 2025-09-30This cluster consists of web apps that turn uploaded spreadsheet data into interactive dashboards, natural-language analytics, or REST APIs, with a few also using spreadsheets as a backend or for time tracking. The dated history is too thin to read a shape from—only four entries predate the index and many members are undated. Among those with activity signals, dropboard leads, followed by hr-analytics-dashboard and sheetfy.
  10. Creative professional portfolio platforms22 entriesfirst seen 2025-09-27This cluster consists of web and social platforms where creative professionals showcase portfolios, network, and connect with audiences. Dated entries before the index start are sparse and roughly steady, with counts of 1, 1, 1, 1, and 2 from May 2025 through July 2026, a slight uptick in the final month. However, 12 members lack source dates, so the dated history is partial. Traction leaders folio, creator-showcase, and creatorhub all show zero stars, so no product leads on activity signal.
  11. Natural wellness e-commerce stores22 entriesfirst seen 2025-09-18This cluster consists of online stores selling natural, herbal, ayurvedic, spiritual, and wellness products, ranging from supplements and oils to period care and spiritual goods. Dated entries before the index start appear sporadically from September 2025 to May 2026, with two entries in September and single entries in five other months. The traction leader is medicinal-herbs with one star, while spice-origin and Herbalhomes show zero stars.
  12. Supply chain traceability platforms22 entriesfirst seen 2025-09-16This cluster comprises 18 platforms focused on supply chain traceability and authenticity verification, often using blockchain, QR codes, or IoT sensors to ensure compliance and provenance across food, herbs, and other goods. Entry counts before the index start were intermittent, ranging from 1 to 5 per month, with peaks in September 2025 and June 2026. apas is the traction leader with the highest activity signal.
  13. Kanban board task management apps22 entriesfirst seen 2025-09-10This cluster consists of kanban board applications designed for task management and team collaboration, with a mix of personal and team-focused tools. The dated entries are spread intermittently from February 2025 through June 2026, with no consistent monthly pattern, indicating a steady but uneven trickle of product launches. In terms of traction, kanbi leads with 14 stars, followed by kanban-taskboard with 3 stars, while discord-kanban has 0 stars.
  14. AI scam detection and prevention22 entriesfirst seen 2025-09-07This cluster consists of AI-powered security tools that detect scams, phishing, and fraudulent activity across messages, websites, and payment flows. Entries appeared sporadically from January 2025 through July 2026, with the largest monthly count in July 2026 (3 entries). Traction is led by claimchain with 46 stars, far ahead of creaguard (1 star) and ScamMirror (0 stars).
  15. AI academic advising platforms22 entriesfirst seen 2025-08-25This cluster comprises AI-driven academic advising and guidance platforms that help students with course planning, campus navigation, admissions, and educational path recommendations. The dated history before the index shows sporadic entries across several months—June 2025, August 2025 (two), September 2025, November 2025, and March 2026—with no consistent pattern. Traction among members is negligible, with the top activity signal being campus-genie, Area52Gal-ctico, and pixel-perfect-pal-761 all at 0 stars.
  16. Offline emergency preparedness apps22 entriesfirst seen 2025-08-21The cluster is composed of offline-first apps providing emergency information, maps, communication, and preparedness tools for consumers, responders, and humanitarian aid workers. Dated entries before the index start are sparse, with single launches in isolated months spread across 2010 through 2026, indicating a long but thin history rather than a concentrated pattern. The strongest traction signal is sandya with 3 stars, followed by RescueMate with 1 star, while ember-vault shows no traction yet.
  17. QR digital menu builders22 entriesfirst seen 2025-08-21This cluster consists of web applications that let restaurants create digital menus accessible via QR codes, typically displayed at tables. Entries before the index start appeared between August 2025 and January 2026, totaling seven dated entries that fluctuate between one and two per month with no clear trend. Among the three products, MenuLY shows the strongest traction with one star, while the others have zero.
  18. AI prompt engineering tools22 entriesfirst seen 2025-08-16The cluster consists of web and local tools for crafting, refining, managing, sharing, and structuring prompts for large language models and generative AI, including template libraries, IDEs, and format converters. Dated entries run from May 2025 through June 2026, appearing one or two per month with no clear upward or downward trend, so the timeline is steady but unremarkable. Traction is led by AmazingDraw with 22 stars, far ahead of prompt-manager (3) and PromtHub (2).
  19. Visual UI code editors22 entriesfirst seen 2025-08-16This cluster comprises visual editors that let designers and developers edit, style, and generate frontend code (React, SwiftUI, etc.) directly through graphical interfaces, often without writing code manually. The dated history shows an isolated entry in 2011-08, a gap until 2020-09, then entries from 2025-03 through 2026-06, with the most in 2025-12. Traction leaders are Fabrion, visual-layout-editor-skill, and ReFrame, each with 2 stars.
  20. Niche finance management SaaS22 entriesfirst seen 2025-07-25This cluster comprises SaaS platforms focused on financial management across verticals such as personal finance, church remittances, agri-input dealer operations, embedded finance, and investment tracking. Entries appear intermittently from January 2025 through July 2026, with the most entries recorded in May 2026. The traction leaders are oneview-finance, projeto-0-ao-1000-, and FLOW-ORCHESTRATOR--SAAS, each showing 0 stars.
  21. Browser maze puzzle games22 entriesfirst seen 2025-07-23This cluster consists of browser-based games centered on maze navigation, where players guide a character through obstacles to reach an exit, often with added twists like timers, coin collection, quests, or 3D labyrinths. Dated entries before the index appeared sporadically from 2020-02 through 2026-02 with no clear pattern, and nine members lack source dates entirely. StaircaseTrial leads on traction with 5 activity stars, while other dated members show none.
  22. No-code app and website builders22 entriesfirst seen 2025-07-21The cluster comprises 25 products that let non-developers create software—websites, web apps, workflows, and specialized tools—without writing code. Only 12 members have source dates before the index start: a lone August 2022 entry precedes a gap until March 2025, followed by sporadic one- or two-entry months through May 2026, making the dated history thin and irregular. Traction is led by MailDesk with 3 stars, while BuildifyAI and VaviCraft show 0 stars.
  23. Generic online marketplace platforms22 entriesfirst seen 2025-07-10This cluster is made of generic online marketplace platforms that connect buyers and sellers to list, discover, browse, and transact goods or services. 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 marketico, INFYBUYS-TEST, and francrichy, each with 0 stars.
  24. Real-time text messaging apps22 entriesfirst seen 2025-07-10This cluster consists of real-time text messaging applications spanning mobile, web, and cross-platform, with specialized variants such as Khmer-language support, telecom integration, and a fictional-universe theme. Dated entries appear sporadically from May 2020, with a slight increase in late 2025 and early 2026. holy-way-messaging-app leads on traction, followed by Kh-Messenger and quicknote.
  25. Live auction bidding apps22 entriesfirst seen 2025-07-09This cluster consists of web and mobile apps that let users join live auction rooms and place real-time bids on items. The dated entry history is too thin to read a shape from, with only four dated entries before the index start, so the cluster's timeline predates the index or its members are largely undated. Traction leaders include liveauction, Whatnot, and DealDash, each with zero activity stars, indicating no observable traction signal among these products.
  26. Library catalog web apps22 entriesfirst seen 2025-07-06This cluster consists of web applications for browsing, searching, and managing a library's book catalog. The dated history shows sporadic entries from April 2025 to July 2026, with roughly one entry every few months but with gaps. Traction is led by sveltekit-books with 12 stars; other dated members have 1 or 0 stars.
  27. Healthcare management web apps22 entriesfirst seen 2025-06-30This cluster consists of healthcare management web applications that support patient, doctor, and admin workflows, including appointment scheduling, records management, and care coordination with role-based access. The dated history shows an isolated entry in late 2022, followed by a steady presence from mid-2025 through early 2026, with a higher count in December 2025. Traction leaders, based on activity signal, are MEDIFLOW-AI, heliohandover, and medidesk, each with 0 stars.
  28. AI image analysis apps22 entriesfirst seen 2025-06-22This cluster of 21 products uses AI to analyze user-uploaded images, covering generic object recognition, scene description, classification, and specialized niches like artwork feedback, building damage detection, and age/gender estimation. The dated entry history before the index start is sparse and irregular, with 8 entries scattered across April, June, July, August, and December 2025 and April 2026, showing no clear trend. Traction leaders are Foto-scan-AI, multimodal-image-analyzer, and ain-horus-detection, each with 0 stars, indicating minimal documented activity.
  29. Tabletop RPG character generators22 entriesfirst seen 2025-06-17This cluster consists of web and mobile tools that generate characters, NPCs, and related assets for tabletop role-playing games and fantasy worldbuilding. The dated history before the index start is too thin to read a shape from, with only two dated entries, so it predates the index or members remain undated. Traction leaders by activity signal are SillyTavern-CardLore (4 stars), followed by Outfitter and Copywriter-generator (both 0 stars).
  30. Custom UI theme generators22 entriesfirst seen 2025-06-17These products generate custom themes for user interfaces, component libraries, and browsers from user color and style choices. The dated history is thin: one entry in January 2021, then single entries in June and August 2025, and two in early 2026 (February and March). Traction leadership is tied among lavette, bg, and stylesync, each with 0 stars of activity signal.
  31. Student study material organizers22 entriesfirst seen 2025-06-14This cluster consists of web applications that help students organize study materials, track progress, and sometimes practice with quizzes or AI-based answers using uploaded content. Dated entries before the index start are sporadic, appearing in June, July, August, and December 2025, then again in May and July 2026, showing no clear trend. Traction leaders are mcce, campusmind-saas, and past-paper-tracker, each with zero stars.
  32. Creator digital product sales platforms22 entriesfirst seen 2025-06-14This cluster comprises platforms that let creators sell digital products, courses, memberships, and similar content, often with built-in payment processing and storefronts. The dated entry history begins with a single product in January 2022, then resumes with a near-monthly cadence from June to December 2025, followed by isolated entries in April and June 2026. sellf leads on traction with 6 stars, followed by creatorbharat and ash-cow.
  33. Personal finance AI chat apps22 entriesfirst seen 2025-06-11This cluster comprises chat-based applications that use AI to answer personal finance questions and deliver conversational money-management guidance. Before the index start, dated entries span from mid-2016 to mid-2026 but are sparsely distributed, with a slight concentration of activity in 2025 and early 2026. The clear traction leader is moneypath-ai, the only member with any star activity (2 stars).
  34. Children's reading and math apps22 entriesfirst seen 2025-06-05This cluster comprises 18 mobile and web apps that teach young children reading, phonics, math, and related skills through interactive stories, games, flashcards, and read-along features. Dated entries appear intermittently from March 2012 through July 2025, with a few per year and a small concentration in mid-2025; the cluster's dated history is too thin to read a clear shape from. Traction leaders are FoxStoria: Books for Kids, Books For Kids: Reading & Math, and Read-Along: Books For Kids App, each with zero stars, meaning they lead only by relative activity signal.
  35. Multi-tenant project management tools22 entriesfirst seen 2025-06-02This cluster comprises multi-tenant project management platforms for team task tracking and collaboration. Entry counts before the index start show a thin, sporadic pattern, with single entries in some months and up to three in July 2026, indicating gradual but uneven discovery activity. Traction is minimal overall, with onekof-platform having the highest activity signal at 1 star, while BuildIQ and dynamis-flow have 0 stars.
  36. Educational learning games22 entriesfirst seen 2025-05-25This cluster comprises educational games that teach subjects like AI, cloud computing, water conservation, and historical topics through interactive challenges, quests, and quizzes. The dated history shows a single entry in 2012, then a cluster of entries from March 2025 to April 2026, with the most entries (3) in May 2025. On traction, combo-game leads with 1 star, while incrivelkidsNew and Earth School - Science Games each have 0 stars.
  37. Slack todo summarization apps22 entriesfirst seen 2025-05-22This cluster consists of apps that manage to-do lists and generate AI summaries of pending tasks to share via Slack, often with task creation from chat messages. The dated history shows a concentration of 13 entries in May 2025, with single entries in August 2021, March, June, and July 2026. Traction leaders by activity signal are SlackMeetingManager, friday, and slack-pm-agent, all with 0 stars.
  38. Fashion brand online storefronts22 entriesfirst seen 2025-05-05This cluster consists of online storefronts and ecommerce websites for fashion and clothing brands, and includes one honey brand outlier, that let customers browse and purchase products directly. The dated history is thin: entries appear sporadically only from May 2025 to January 2026 at a rate of roughly one per month, with no discernible shape beyond that sparse occurrence—the cluster predates the index. The traction leaders are social-storefront and Voel (1 star each) and Ethereal (0 stars).
  39. Virtual wardrobe and try-on apps22 entriesfirst seen 2025-05-02A cluster of 24 products centered on virtual try-on, digital wardrobe management, and AI-driven outfit recommendations, often using uploaded photos of users and garments to render photorealistic previews or generate styling suggestions. Dated entries before the index start span from March 2021 to July 2026, but with only a single entry per month across 10 months, the cluster's dated history is too thin to read a shape from — it predates the index or its members are undated. Cloa leads on traction with 5 activity stars, while other named products (3DMockups – Clothes Designer, FLYP – Fashion Design Studio) show 0 stars.
  40. 3D ocean visualization tools22 entriesfirst seen 2025-04-28This cluster consists of browser-based 3D visualizations that simulate ocean water, waves, and coastal scenes, with some incorporating real marine data. The dated history is thin: only three entries predate the index start, too few to discern a trend, and five members have no source date at all. ShoreBreak leads traction with 44 stars, while the other named members have 0 stars.
  41. Mental health companion apps22 entriesfirst seen 2025-04-28This cluster consists of mental health companion and tracking apps that support users, clinicians, caregivers, and institutions through self-assessments, risk detection, and wellness tracking. Dated entries show a single entry in 2011, then entries from April 2025 through July 2026, with five of seven dated entries occurring in 2025; five members have no source date. The traction leaders are Mindfull-App-Camino, FarAway-Mental-Health-Wellness-Companion, and CheckIn Mental Health, each with 0 stars.
  42. Resume builder web apps22 entriesfirst seen 2025-04-23This cluster comprises web applications that enable users to create, customize, and export resumes using templates, featuring live preview and PDF export for job applications. The dated entry history before the index start shows sporadic monthly additions from June 2024 through May 2025, with a single entry in most months and two entries in February 2026, indicating an irregular pattern without a clear trend. All traction leaders report zero stars, suggesting minimal observable traction among the products. The cluster's dated history is thin, but there are enough entries to note the irregular distribution, though no dominant shape emerges.
  43. Personal finance dashboards22 entriesfirst seen 2025-04-12This cluster comprises web-based financial dashboards and expense trackers that help individuals (and some businesses) monitor income, expenses, budgets, and net worth through charts, summaries, and occasional reporting features. Dated entries before the index start show a low, sporadic flow from early 2025 through mid-2026, with a slight uptick in April and May 2026. Rancho-SpeedNet1 leads on traction with 2 stars, followed by dindin-showcase and Expensepad with 0 stars each.
  44. Volleyball management and analytics apps22 entriesfirst seen 2025-03-31This cluster consists of web-based applications focused on volleyball, covering match scoring, league organization, training analysis, performance statistics, rotations, and pickup-session management, with a few entries extending to other sports like soccer and athletics. The dated history before the index start is too thin to read a shape from, as only 3 dated entries exist, indicating the cluster predates the index or many members lack source dates. Traction leaders among members, based on activity signal, are cc-athletics-visualizer, 3-LIGA-LAOTEX-FUTEVOLEI, and volleyscore, each with 0 stars.
  45. AI marketplace platforms22 entriesfirst seen 2025-03-22This cluster comprises marketplaces for AI-related products and services—AI agents, skills, datasets, code, and professional services—with listings ranked by payments or verified quality. Dated entries before the index start appear sporadically: one in Feb 2025, two in Mar 2025, one in May 2025, then two in Mar 2026, one in Apr 2026, and one in Jun 2026, showing no consistent growth pattern. All traction leaders (juriskills, zybblecom, soqtaqbeelcom) show zero stars, so no member stands out on traction.
  46. Restaurant review platforms22 entriesfirst seen 2025-03-21This cluster covers restaurant discovery, rating, review, and recommendation platforms, with some extending to food safety, menu ordering, and table booking. Dated entries before the index start are sporadic across months from March 2025 to July 2026, with no clear growth trend. pythonprojact and Restaurant-typescript lead on traction with 1 star each, while Reviews trails with 0 stars.
  47. Insurance management dashboards22 entriesfirst seen 2025-03-19This cluster consists of dashboard tools for managing insurance policies, claims, commissions, and client data across agents, agencies, and policyholders. The dated history is thin: single entries appeared in five separate months from March 2025 to January 2026, showing no clear trajectory. Traction is led by 'basa' with one activity star; all other dated members have zero stars.
  48. Campus community web apps22 entriesfirst seen 2025-03-13This cluster consists of web applications designed to connect campus communities—students, staff, and institutions—through announcements, events, and communication tools. The dated entry history before the index start shows a sporadic pattern, with occasional months having two new entries (June and October 2025) and the rest single entries spread from March 2025 to July 2026. Among traction leaders, Forkathon2026-Team-KUET_MANTIS stands out with 5 stars, while the other named members have no explicit star activity.
  49. Translation-based language learning apps22 entriesfirst seen 2025-03-09This cluster consists of language learning apps centered on translation, audio pronunciation, and interactive dialog or lesson creation. Its dated entry history before the index start is sparse and intermittent: a single entry each in 2017-07 and 2017-09, a gap until 2023-12, then a handful of entries across 2025 and one in 2026-06, with the highest monthly count being 2 in 2026-06. Traction leaders are LinguaFlow – Language Learning, L-and-N, and speakeasy_test, all with 0 stars, indicating minimal to no user traction.
  50. Auto repair shop management software22 entriesfirst seen 2025-02-12This cluster consists of web and mobile applications for managing auto repair shop operations, including vehicle tracking, work orders, inventory, scheduling, and invoicing. The dated entries from June 2025 to July 2026 show monthly counts alternating between one and two, indicating a steady but low-level flow of new products without a clear trend. Among dated members, taller-mecanico-sanchez, AutoGestor, and teste-revisoes have the highest activity signal, each with 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.