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WHITESPACE · CLUSTER INDEX · 9,969 CLUSTERS

Clusters

Every group of products the index has found building the same thing. Biggest collisions first, or newest first — all 9,969 of them, 50 to a page.

  1. Browse Delivery Food11 entriesfirst seen 2025-10-02
  2. AI text-to-video creation apps11 entriesfirst seen 2025-09-13This cluster comprises AI applications that generate video content—ranging from talking-head clips and storyboarded films to fully produced episodes—from text descriptions, scripts, or story ideas. Dated entries before the index start show a single product in October 2020, then a gap until June 2025, followed by a sparse but steady trickle of entries through July 2026, with two entries each in September and October 2025. storyboard-agent and verse-studio lead on traction with 2 stars each, while wander has 0 stars.
  3. Facial recognition attendance apps11 entriesfirst seen 2025-09-13This cluster covers applications that automate attendance tracking via face recognition or QR code check-in for students or employees, recording presence in a local database. The dated history is thin, with entries appearing sporadically from February 2025 to April 2026, one per month at irregular intervals, showing no clear pattern. On traction, Attendify leads with 1 star, while Auto-Absensi and Smart_Attendance_System each have 0 stars.
  4. AI LinkedIn outreach tools11 entriesfirst seen 2025-09-07This cluster consists of AI-powered tools that automate LinkedIn connection requests, messaging, lead generation, content creation, and engagement tracking for B2B sales and professional networking. Entry counts before the index start show a sparse, intermittent pattern from June 2025 to June 2026, with a slight concentration in April 2026. Among traction leaders, ai-sales-agent has the highest activity signal with 4 stars, followed by Taar and amento.x with 1 star each.
  5. Peer-to-peer lending platforms11 entriesfirst seen 2025-09-05This cluster comprises peer-to-peer lending platforms that connect individual borrowers with individual lenders, spanning general-purpose, India-focused, women's co-operative, small-business microloan, local community, and DeFi optimizations. Pre-index entry dates are sparse: a single entry in 2016, another in 2018, and three more across mid-2025 and early 2026, showing an initial appearance, a long gap, and a recent uptick — though three members have no dated entry, so the shape is only partially defined. Among dated and undated members, the highest activity signals belong to SoLo Funds: Lend & Borrow, local-lending-app, and sigma-loan-solutions-india.
  6. Prompt-based website generators11 entriesfirst seen 2025-09-02This cluster consists of web and desktop apps that generate complete websites from natural language prompts, with varying features like live preview, export, publishing, and subscription or credit models. The dated entry history is sporadic, with single entries in several months from January 2025 to July 2026, showing no clear shape. Karbon leads on traction with 20 stars, while two other named members have zero stars.
  7. Hyprland monitor layout managers11 entriesfirst seen 2025-08-27This cluster consists of utilities that manage monitor layouts for the Hyprland window manager, including auto-detecting attached displays, saving/restoring configurations, and toggling display modes, with one i3-specific tool among them. The dated entry timeline is sparse and intermittent, with a modest concentration of entries in late 2025 and early 2026. Traction leaders—hypr-sticky-hdr, hyprmt, and python-hyprland-state—each have zero stars, so overall adoption is minimal.
  8. Group travel planning apps11 entriesfirst seen 2025-08-25The cluster consists of collaborative travel planning apps focused on group decision-making, voting, shared itineraries, and expense splitting. Dated history before the index start shows an initial presence in December 2023, a long gap until single entries in May, July, and August 2025, and a small concentration in May 2026, making the timeline sparse and irregular. OpenTrip leads on traction with 11 stars, while the other two named products have no star activity.
  9. SSH terminal managers11 entriesfirst seen 2025-08-22This cluster consists of terminal applications that centralize SSH host management and connection, offering interactive interfaces, dashboards, or system tray monitoring. The dated history shows a single 2009 entry, then a gap until mid-2023, followed by a scattering of entries through 2025 and a concentration of three in April 2026. The traction leader is dsh-ssh-ops with 17 stars, while other dated members have zero stars.
  10. Sports field booking apps11 entriesfirst seen 2025-08-14These products are similar online platforms for discovering and booking soccer or other sports fields, often with maps, availability checks, and online payment. The cluster's dated history is too thin to read a shape from: only three entries have creation dates prior to the index, and several members have no source date at all. Traction leaders by activity signal are turfkoi, goalspot, and JorngSarnarmPSU, each with zero stars.
  11. Kid-friendly conversational AI assistants11 entriesfirst seen 2025-08-14This cluster consists of conversational AI assistants aimed at children, offering age-appropriate, safe, and educational chat with text-to-speech. Its dated history is too thin to read a shape from: only four dated entries exist before the index began, so the cluster either predates the index or its members are undated. EscudoChild leads the cluster's traction signal, ahead of little-oaks-front-desk and vox-minor, though all activity scores are zero.
  12. Small business invoicing apps11 entriesfirst seen 2025-08-09This cluster consists of web apps for small businesses to manage customers, products, invoices, payments, and generate PDF bills. Dated entries appear sporadically from June 2021 through February 2026, with gaps between them and no clear trend. Billing_System_Django leads on traction with 1 star, while the other two products have none.
  13. Startup idea validation tools11 entriesfirst seen 2025-08-02This cluster comprises AI-powered tools that evaluate startup ideas for viability, readiness, and market fit, offering founders feedback, validation reports, and scoring across dimensions. Dated entries before the index began appear sporadically from March 2025 to July 2026, with no clear trend. Traction is led by IdeaGo with 45 stars, while other members show minimal or no activity.
  14. Tabletop RPG character tools11 entriesfirst seen 2025-07-28This cluster comprises web apps for creating and managing tabletop RPG characters, with a recurring cyberpunk or sci-fi theme (Cyberpunk 2020, cyberpunk crews) alongside casual variants like birthday RPG sheets and Among Us crewmate builders. 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, screamsheet-builder leads with 2 stars, while NetsheetEngine and business_saju each have 0 stars.
  15. AI social media content generators11 entriesfirst seen 2025-07-26This cluster consists of AI-powered tools that generate scripts, short-form videos, and multi-platform social media content for creators and marketers. The dated entries (9 before the index start) are sparse and irregular, with no clear upward or downward trend across the months from July 2025 to July 2026. Among traction leaders, scriptforge-ai leads with 6 stars, far ahead of sellflow and shorts-autopilot, which each have 1 star.
  16. Website-embedded customer service chatbots11 entriesfirst seen 2025-07-24This cluster consists of chat assistants embedded in websites to answer visitor questions, provide guidance, and retrieve information—ranging from retail and fitness to banking and herb shops. The dated history is too thin to read a shape from: only two dated entries exist before the index start, so the cluster predates or is largely undated. Traction leaders by activity signal are btfixswahilisite, ChatBotRAG1, and Vexa-AI, each with 0 stars, indicating early-stage or low-signal projects.
  17. Digital time capsule apps11 entriesfirst seen 2025-07-24This cluster comprises applications for creating digital time capsules—messages, media, or letters sealed until a chosen future date, often delivered via token links or unlocked when a date or location is reached. The cluster's dated history is too thin to read a shape from, as only two dated entries exist before the index start. The leading product on traction is 'timecapsule' with one star, though all products show minimal activity.
  18. Boarding house management apps11 entriesfirst seen 2025-07-22This cluster comprises mobile and web apps for managing boarding houses, paying guest accommodations, and dormitories, covering room tracking, tenant management, payments, billing, and in some cases maintenance requests or QR-based check-ins. 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 largely undated. Among members with an activity signal, HavenApp, nexpg-mobile, and Arunika-Kos lead, though none have any stars.
  19. Law firm practice management apps11 entriesfirst seen 2025-07-17This cluster consists of web-based applications for law firm management, covering case tracking, billing, documents, deadlines, and notifications. The dated history before the index start shows sporadic entries from March 2025 to July 2026, with some months having two entries and most having one. Traction leader is Lexora with 2 stars, while the others have 0 stars.
  20. Mental health & wellness platforms11 entriesfirst seen 2025-07-11This cluster comprises digital platforms offering mental health resources, mood tracking, stress management, and coping strategies, with some tailored for specific groups like teenagers, men, or parents. Dated entries span from January 2024 to November 2025, with two in 2024 and nine in 2025, showing more frequent discovery in the latter year though with irregular gaps. Traction is led by serene-soul-aid and MentalHealth, each with 2 stars.
  21. Voice-first task managers11 entriesfirst seen 2025-07-10This cluster consists of voice-activated task and project management tools that let users create, manage, and delegate work through spoken commands. The dated history is too thin to read a shape from — only three entries predate the index start. Among the traction leaders listed, somehow-i-manage stands out with a single star, while org-cli-bin and CritiqueCoach have none.
  22. Subscription billing document platforms11 entriesfirst seen 2025-07-06This cluster comprises SaaS platforms for document storage/management and for managing content creators, all incorporating subscription billing and payments. With six dated entries spread across single months from December 2024 to February 2026, the pre-index timeline is sparse and irregular, lacking any clear trend. Among traction leaders, bunyip stands out with 6 stars, while docuforge-saas and ledgerly have none.
  23. interactive environmental education platforms11 entriesfirst seen 2025-07-03This cluster consists of educational platforms and resources that teach environmental topics such as water reuse, wetlands, Arctic climate, and sustainability through interactive lessons, simulations, and projects. The dated history before the index start is too thin to read a shape from—only three dated entries exist, and the majority of members have no source date. Greenspark-ai leads on traction with a single star, while HydroPower and EcoLearn_Sphere hold zero stars.
  24. LLM-selectable coding assistants11 entriesfirst seen 2025-07-02These are web-based coding assistants that generate full-stack applications from natural language prompts, with users selecting which large language model powers each request. The dated history is front-loaded, with 10 entries in July 2025 and a single follow-up in March 2026. Traction leaders (mybolt, bolt, bolty) all show zero stars, indicating no standout player has emerged.
  25. URL shortening web apps11 entriesfirst seen 2025-06-30This cluster contains web apps that shorten long URLs into compact, shareable links. The dated history is too thin to read a shape from, as only 4 dated entries exist before the index start, and 5 members have no source date. Traction leaders by activity signal are URL-Shortner (with both 0 and 1 stars) and shortler (0 stars).
  26. Verified humanitarian donation platforms11 entriesfirst seen 2025-06-28This cluster consists of web platforms that verify aid requests or charities and connect donors with vetted recipients, with some offering real-time updates or delivery tracking. Only three 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. Traction leaders are plumihope-test01, plumihope-001, and Blockchain-Donation-System, all with zero stars, indicating minimal visible activity.
  27. Image-to-code converters11 entriesfirst seen 2025-06-26This cluster consists of web tools that turn uploaded images, mockups, or wireframes into front-end code or working websites. Pre-index dated entries appear sporadically across 2025 and mid-2026 (one each in May, June, August, November 2025 and July 2026), so the shape is too thin to discern a trend; six members lack any source date. Traction is minimal, with the highest star count at 1 (WhiteBox-Ai-Image2Code), while imagetoweb-builder and vision-to-vue-maker have 0 stars.
  28. Circuit simulation and design apps11 entriesfirst seen 2025-06-25This cluster consists of applications for designing and simulating electronic circuits, ranging from web-based canvas tools to desktop simulators with plotting capabilities, including SPICE-based simulation and oscilloscope views. The cluster's dated history is too thin to read a shape from, as only three dated entries exist before the index start. Among members with activity data, ngspiceX leads with 4 stars, while others show no significant traction.
  29. URL shorteners with analytics11 entriesfirst seen 2025-06-25This cluster consists of web apps that create short links, often with custom aliases and optional expiry dates, and provide click analytics dashboards and QR codes. The dated history before the index start is too thin to read a shape from -- only two dated entries exist. Traction leaders all show 0 stars, so no member stands out as a clear leader.
  30. Binary X.Org video driver forks11 entriesfirst seen 2025-06-22This cluster consists of binary forks of various X.Org video drivers (vesa, VMware, nouveau, Voodoo, qxl, sisusb) distributed as easy-install packages. Entries appeared in June and August 2025, with the majority in August, followed by a single entry in December 2025. All traction leaders show zero stars, so no product stands out on activity.
  31. Tennis tournament management11 entriesfirst seen 2025-06-18This cluster comprises web apps for managing tennis tournaments, spanning video-game competitions with live scores and rankings, community-driven online leagues, and local event organization with bracket drawing and ATP/WTA draw tracking. The dated history is too thin to read a shape from—only three pre-index entries exist, so the cluster predates the index or its members are undated. On traction, tennis-mate leads with 1 star, followed by tennis-tournament-system and Pyramide at 0 stars.
  32. OSINT investigation tools11 entriesfirst seen 2025-06-17This cluster comprises tools for open-source intelligence (OSINT) research, including directories, AI-powered platforms, and search tools that aggregate public information. The dated history is too thin to discern an entry timeline, with only 2 dated entries before the index start, suggesting members predate the index or lack dates. On traction, red-privada leads with 2 stars, followed by malachaigrant01-droid.github.io with 1 star.
  33. Forex and crypto risk calc tools11 entriesfirst seen 2025-06-13This cluster of products focuses on risk calculation and management for forex, crypto, and other trading instruments, covering position sizing, hedging, DCA strategies, and pre-trade risk rules. The dated history before the index start includes only 4 entries, so the timeline shape is too thin to read a trend. Traction leaders among dated members (backstop, Sizer.io, FX_Risk) all show zero activity, indicating no clear leader yet.
  34. Food surplus redistribution platforms11 entriesfirst seen 2025-06-12The cluster comprises web platforms that coordinate surplus food redistribution among donors, NGOs, volunteers, and recipients, with features like real-time tracking, geolocation, and waste-reduction dashboards. Entries appeared from June 2025 through April 2026, with the highest monthly count of 3 in April 2026, indicating a gradual buildup rather than a sudden burst. Traction is led by sureplus-app with 2 stars, while Re-Plate and table-turners_FoodBridge have 0 stars each.
  35. Personal expense tracking web apps11 entriesfirst seen 2025-06-09This cluster consists of web applications designed for recording and tracking personal income and expenses to monitor spending habits over time. 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. Traction leaders by activity signal are paisaFLow, smart-expense-tracker, and Expense-tracker, each with zero stars.
  36. Blackjack games and training tools11 entriesfirst seen 2025-06-06This cluster consists of blackjack games and strategy-training tools delivered as terminal apps, web games, and a web app focused on card counting. They share features like betting, hit/stand/double mechanics, and some add statistics or leaderboard tracking. The dated history before the index start is too thin (only four dated entries) to read a shape from — the cluster predates the index or its members are largely undated. Traction leaders all show minimal activity (0 stars each), indicating no member has gained notable attention.
  37. Music playlist and streaming web apps11 entriesfirst seen 2025-06-01This cluster consists of web apps centered on music playback, playlist creation, and track organization, ranging from personal listening tools to DJ-oriented hubs. Only three dated entries exist before the index start, too few to discern a timeline shape, so the cluster's dated history is too thin to read a shape from — it predates the index or its members are undated. In terms of traction, Musicfy leads with 2 stars, while Family_Jukebox and Casacade-music each have 0 stars.
  38. Small business CRM platforms11 entriesfirst seen 2025-06-01All eight products are customer relationship management (CRM) platforms for small businesses, covering contact management, sales pipelines, and client tracking. The dated history shows sporadic entries between March 2025 and March 2026, with the only month having more than one entry being June 2025 (two entries). The traction leaders, brandiumcrm, cadence, and shomporkoX, each have 0 stars, indicating early-stage traction.
  39. Accessibility browser extensions11 entriesfirst seen 2025-05-30This cluster of nine browser extensions improves web accessibility through features such as color adjustment for color vision deficiency, dyslexia-friendly text reformatting, Arabic RTL support, speech-to-captions, and assistive reading tools. Only four dated entries exist before the index start, so the cluster's timeline shape is too thin to read — its members may predate the index or lack dates. Traction leaders are koe (3 stars), kavita-autoscroll (1 star), and dyslexia-ext (0 stars).
  40. AI headshot generators11 entriesfirst seen 2025-05-28The cluster consists of AI web apps that turn user-uploaded photos into professional headshots, ID-style portraits, or stylized avatars for personal branding and corporate profiles. Dated entry history spans August 2023 to June 2026, with entries in 2023-08, 2025-05, 2025-06, 2025-10, and 2026-06, showing no clear trend. AI.ProfilePhotoMaker leads on activity signal, followed by proportrait-ai and AI Photo Generator: FaceOff.
  41. Cybersecurity defense and documentation11 entriesfirst seen 2025-05-25This cluster comprises web-based cybersecurity applications covering threat intelligence, documentation, vulnerability scanning, and device protection. The dated history is too thin to read a shape from, as fewer than five dated entries exist before the index start. Traction leaders, all with zero stars, include cyberg1, evaltechdocs, and OPSWAT Mobile App.
  42. Astrology guidance websites11 entriesfirst seen 2025-05-06This cluster consists of astrology-themed websites that provide guidance, daily predictions, and personal insights based on zodiac signs. The dated history before the index is too thin to read a shape from, with only 3 dated entries. Traction is led by AstrologerStudio (35 stars), while the other dated members show no traction signal.
  43. In-browser AI app generators11 entriesfirst seen 2025-05-05The cluster consists of open-source AI coding assistants that generate full-stack web applications directly in the browser from natural language prompts. The dated history shows 11 entries across May, June, and October 2025, with the highest count (5) in June, revealing an uneven distribution rather than steady growth. Traction leaders are Bolt, Bolt.ai, and fff, each showing 0 stars, indicating negligible observed activity.
  44. AI full-stack app generators11 entriesfirst seen 2025-05-01This cluster consists of AI tools that generate, preview, and deploy full-stack applications from natural language prompts. Entries dated before the index start appear steadily from January 2025 to April 2026, with a concentration in May 2025 when four products entered. Lovable-Clone leads on traction with 10 stars, compared to 1 star each for pigmil.diy and WebAI.
  45. Fashion e-commerce admin platforms11 entriesfirst seen 2025-04-27This cluster consists of e-commerce platforms for fashion brands, ateliers, and marketplaces, each pairing a customer-facing storefront with an administrative backend for order, inventory, staff, and governance management. The dated history before the index start is thin but shows entries roughly every few months from April 2025 to June 2026, with no clear directional trend. The traction leader is project_ca_nhan with 5 stars, while the other dated members carry no star signal.
  46. doctor discovery and booking apps11 entriesfirst seen 2025-04-25This cluster consists of web and mobile apps that help users find and connect with doctors, clinics, and medical specialists, including appointment booking, emergency care locators, and specialty-specific searches. The dated history is thin: entries appear in January 2025, twice in April 2025, once in May 2025, and once in May 2026, suggesting sporadic creation rather than a clear trend. Traction is minimal, with doctor-listing-navigator leading at 1 star, while medica.health and findmypro have 0 stars.
  47. Peer-to-peer video call web apps11 entriesfirst seen 2025-04-09This cluster comprises real-time communication web apps that enable peer-to-peer video and audio calls alongside text chat and media sharing. The cluster's dated history is too thin to read a shape from, with only four dated entries prior to the index start. Traction leaders, each with zero stars, are kya-scene, Watchcal, and rtc-meeting.
  48. App locking privacy tools11 entriesfirst seen 2025-04-09These products lock other apps behind biometric, PIN, or Face ID authentication to protect privacy and manage screen time. The pre-index dated history is sparse and scattered: a single entry in May 2020, one in November 2023, and four entries between March and July 2025. Traction leaders are OpenAppLock, SimpleAppLocker, and TrackerControl, each currently showing zero stars.
  49. Gaming clan management and tracking11 entriesfirst seen 2025-04-03This cluster consists of web and mobile tools for gaming clans that manage member rosters, track in-game statistics, and display leaderboards or progression across titles like PlayStation, Epic events, and mobile games. The dated entry history is too thin to read a shape from—only two dated entries exist before the index start, and the index began collecting on 2026-08-11. Traction is led by elixir-mcp-collector and siege-clan-tracker, each with 1 star, while psray-web has 0 stars.
  50. Luxury waterfront real estate sites11 entriesfirst seen 2025-04-03This cluster consists of websites that showcase luxury waterfront properties for sale or rent, providing details such as bedrooms, size, and price. The cluster's dated history is too thin to read a shape from—only 2 entries exist before the index start, and many members lack source dates. Traction leaders all show zero stars, with the highest activity signals from mediterranean-dream-scapes-design-13d8f1a0, bayparck-beachfront-luxury-site-fa735, and Kivotos Luxury Lifestyle | Cyprus Interiors, Advisory & Real Estate.

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.