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WHITESPACE · CLUSTER INDEX · 10,297 CLUSTERS

Clusters

Every group of products the index has found building the same thing. Biggest collisions first, or newest first — all 10,297 of them, 50 to a page.

  1. Shade-aware pedestrian navigation apps6 entriesfirst seen 2026-08-13These products provide pedestrian navigation that avoids heat by prioritizing shaded routes using building and tree shadows. The cluster's dated history is too thin to read a shape from, as it has only one dated entry before the index start. Coolroute_aI leads on traction with one star, while other members show no visible activity signal.
  2. Rural AI healthcare platforms6 entriesfirst seen 2026-08-13This cluster consists of AI-driven healthcare platforms designed for rural areas, covering patient triage, referral tracking, resource management, video consultations, and medical image analysis. The dated history is too thin to read a shape from—only 0 dated entries exist before the index start, so the cluster predates the index or its members are undated. On traction, arogyaseva-v3 leads with 1 star, while Jeevika and nabha-telemedicine have 0 stars.
  3. Research peptide e-commerce storefronts6 entriesfirst seen 2026-08-13This cluster consists of e-commerce storefronts selling research-grade peptides, each offering product catalogs, cart/checkout, and varying extras like compound finders, testing documentation, or order/inventory admin tools. The dated history is too thin to read a shape from (0 dated entries before the index), so the cluster predates the index or its members are undated. Traction leaders all show 0 stars, so no member stands out on activity.
  4. Local AI social bookmark organizers6 entriesfirst seen 2026-08-12This cluster consists of local or desktop applications that turn bookmarked social media posts into searchable knowledge bases using AI for classification, labeling, and summarization. The dated history is too thin to read a shape from—it predates the index or its members are undated. Among traction leaders, Kanbox shows the highest activity signal with 2 stars, while twitter-viewer and MuseFlow have 0 stars.
  5. fitness studio management platforms6 entriesfirst seen 2026-08-12This cluster consists of web apps that manage gym or fitness studio operations, covering class bookings, memberships, credits, payments, staff/front-desk tasks, and in some cases corporate employee credit pools. The dated history before the index start is too thin to read a shape from—only 1 dated entry exists, so the cluster predates the index or most members are undated. Traction leaders by activity signal are flexfit-studio, flexfitNew, and flexfit-studio-restructured, all tied at 0 stars.
  6. Collaborative Kanban board apps6 entriesfirst seen 2026-08-12This cluster consists of collaborative Kanban-style board applications, primarily web-based, that emphasize drag-and-drop task management, real-time collaboration, and board sharing. The dated history before the index start is too thin (only 4 dated entries) to discern a shape, so the cluster either predates the index or has undated members. Traction leaders, based on activity signal, are task-briks, Kanban, and kanbanly, each with 0 stars.
  7. Live transit vehicle maps6 entriesfirst seen 2026-08-12This cluster consists of interactive maps showing real-time positions of public transit vehicles, with route details, delays, and stop information for specific cities. The dated history is too thin to read a shape from—members predate the index or are undated. Traction is led by netnou with 1 star, while the other members have 0 stars.
  8. Gaming champion build tools6 entriesfirst seen 2026-08-12The cluster consists of web and desktop companions that help players of competitive games (League of Legends, Teamfight Tactics, Street Fighter 6, Valorant) plan, save, and share champion builds, loadouts, combos, and matchup advice. The dated history before the index is too thin to read a shape from, as only one dated entry exists and it predates the index. Traction leaders are the three 'champion-setup-hub' members, each with 0 stars, indicating minimal activity.
  9. AI personal finance copilots6 entriesfirst seen 2026-08-12This cluster consists of AI-powered personal finance tools that analyze users' transaction histories to answer spending questions, auto-categorize purchases, and provide natural-language insights and personalized guidance. Only one dated entry exists before the index start, so the dated history is too thin to read a shape from—the cluster likely predates the index or most members are undated. On traction, HackInMotion-RICR-HIM-1018 leads with 2 stars, while the other two members have 0 stars.
  10. School district finance data tools6 entriesfirst seen 2026-08-12These products aggregate and visualize financial and operational data for school districts, covering funding sources, per-student spending, and activity tracking. The dated history is too thin to read a shape from—only one dated entry exists before the index start, predating the index or with undated members. Traction is led by sme-barauna-unificado, bosp-logbook, and EXTRATOR-PDDE-MANUS, each with zero stars.
  11. Language translation web apps6 entriesfirst seen 2026-08-12This cluster consists of web apps that translate text between languages, with features like source and target language selection, copy, and text-to-speech. The dated history is too thin to read a shape from, as no dated entries exist before the index start and pre-index counts are zero. On traction, the leaders are language-translation-tool, CodeAlpha_LanguageTranslationTool, and novabraille, each with 0 stars.
  12. Link gate reveal tools6 entriesfirst seen 2026-08-12This cluster consists of tools that resolve or bypass URL shorteners, countdown gates, and verification links to expose destination URLs, often delivered via Telegram bots or web apps; one product also lets users create gated unlock links. 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 stealth-fingerprinter (3 stars), Link-Unlock (1 star), and telegram-link-opener (0 stars).
  13. Flight price alert bots6 entriesfirst seen 2026-08-11This cluster consists of Telegram bots that track flight prices on specific routes and notify users when fares fall below a chosen threshold. The dated history before the index start is too thin to read a shape from — it predates the index or its members are undated. Traction leaders (all with 0 stars) are flight-fare-finder, flightbot, and ucus-radar.
  14. Gym class booking and membership apps6 entriesfirst seen 2026-08-11This cluster comprises seven gym management applications focused on class booking, membership plans, credit usage, and staff tools for trainers and reports. The dated history is too thin to read a shape from—only one pre-index entry exists, so the cluster's timeline predates the index or its members are largely undated. Traction leaders are flexfit-studio and Callus-Flexfit-Studio, all showing zero stars on their activity signal.
  15. AI subscription usage monitors6 entriesfirst seen 2026-08-11This cluster comprises tools that display remaining limits, token usage, and reset countdowns for AI subscription plans, spanning Android widgets, web dashboards, and browser extensions. The cluster's dated history is too thin to read a shape from, as only two dated entries exist before the index start, predating the index or leaving members undated. Traction is led by dsh-volcark-quota with 3 stars, followed by ocusage with 2 stars and opencode-go-usage-export with 1 star.
  16. Telegram membership verification bots6 entriesfirst seen 2026-08-11This cluster consists of Telegram bots that verify channel subscriptions, manage memberships, and automate access control, often integrating payments, tickets, and giveaways. The cluster's dated history is too thin to read a shape from—only one dated entry exists before the index start, and the rest are undated. Traction leaders, each with zero stars, include osint_bot, random, and Begonashenas-Telegram-Bot.
  17. Local on-device AI assistants6 entriesfirst seen 2026-08-11This cluster comprises local AI assistants that run language models on-device, chat with personal documents (notes, PDFs), and may search the web while keeping conversations private. The cluster's dated history before the index start is too thin to read a shape from, as only 0 dated entries exist. Among members with activity signals, limaodawang-chat-rag leads with 2 stars, while SecondBrain and ai-for-search have 0 stars.
  18. Minecraft Aternos keep-alive bots6 entriesfirst seen 2026-08-11This cluster consists of Minecraft bots designed to keep Aternos servers online around the clock by automatically joining and preventing idle shutdowns. The dated history before the index is too thin to read a shape from, as no dated entries exist, so the cluster's early timeline is unclear. Traction leaders, based on activity signal, are curly-umbrella, Afkbot, and AFK-BOT, each with 0 stars.
  19. Immigration consultant CRMs6 entriesfirst seen 2026-08-11This cluster consists of CRM systems tailored for immigration law firms and consultants, covering lead tracking, client management, case handling, and communications. The dated history before the index start has too few entries to discern a growth pattern, so the cluster's timeline shape is unreadable and predates the index. Traction is led by Yuzu_Immigration, okesite-workspace, and kunflo, each with zero stars.
  20. Small-team task management with reporting6 entriesfirst seen 2026-08-04This cluster focuses on task management for small teams, featuring task registration, progress tracking via board stages or checkpoints, and automated reports (daily, weekly, monthly, or Excel). The dated history is too thin to read a shape from, as there are no dated entries before the index start; the cluster predates the index or its members are undated. Traction leaders are taskflow, task-flow, and taskboard-lite, each with 0 stars, so no product currently stands out.
  21. AI mobile app generation6 entriesfirst seen 2026-08-03This cluster centers on AI platforms that generate native mobile apps from observed web workflows or natural-language descriptions, alongside one utility that monitors AI model usage from a mobile app with local-first storage. The cluster's dated history is too thin to read a shape from — it predates the index or its members are undated. On traction, AiUsage leads with 5 stars, while the other members show 0 stars.
  22. Developer chat and code sharing apps6 entriesfirst seen 2026-07-28This cluster consists of chat applications aimed at software developers, focused on real-time communication, code snippet sharing, and collaboration tied to GitHub projects. 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. On traction, devchat, qwenlocalfiletouse, and github-coder-chat lead the activity signal, each with 0 stars.
  23. AI browser full-stack development6 entriesfirst seen 2026-07-14This cluster consists of six products offering browser-based full-stack development environments with selectable AI language models to generate and edit web applications. Dated entry counts before the index start show a gradual increase from one in January 2025, two in December 2025, to three in July 2026, indicating sporadic but growing interest. All traction leaders (Bot-felix, ia_lovable, Boltvseimupverdadeiro) show zero stars, so no product has yet gained meaningful traction.
  24. NGO web platforms with admin dashboards6 entriesfirst seen 2026-07-13This cluster comprises web platforms that provide NGOs and similar organizations with a public-facing website plus a secure admin dashboard or CMS for managing content, projects, and sometimes payments. The dated history is too thin to read a shape from—only three dated entries exist before the index start, so the cluster predates the index or its members are undated. The traction leaders (night-login-website, ngo-app, nayiDishaFutureFoundation) all have zero stars, so no member stands out on traction signal.
  25. Gym management admin dashboards6 entriesfirst seen 2026-07-07This cluster consists of admin dashboard web apps for gym staff to oversee operations, manage memberships, and handle daily administrative tasks. The dated history before the index start includes only 4 entries, so the cluster's dated shape is too thin to read from — it either predates the index or its members lack source dates. On traction, fittrack-gym-management and its-power-hub lead with 1 star each, while dashboard-GymStrike trails with 0 stars.
  26. Roadside assistance and driver emergency apps6 entriesfirst seen 2026-07-02This cluster covers web-based tools for roadside assistance, emergency help, and related driver-support functions such as real-time dispatch, breakdown tracking, and road hazard detection from vehicle cameras. Dated history is too thin to read a shape from—only two dated entries exist before the index start, and three members have no source date. Traction leaders based on activity signal are Roadside_Assistance-, AI-Based-Predictive-Road-Hazard-Detection-and-Driver-Alert-System, and RoadSos, each with 0 stars.
  27. Live motorcycle auction platforms6 entriesfirst seen 2026-07-01This cluster consists of live online auction platforms for used motorcycles, featuring real-time bidding, auction management, and anti-sniping extensions. The cluster's dated history is too thin to read a shape from, with only two dated entries prior to the index start, so it predates the index or its members are undated. Among the three members, Bike-Auction leads on activity signal, though all show zero stars.
  28. AI skin analysis apps6 entriesfirst seen 2026-06-26This cluster consists of AI-powered applications that analyze user-uploaded skin photos and symptoms to produce informational health reports, assess UV risk, and track skin health over time. Only two dated entries were recorded before the index start, so the cluster's dated history is too thin to read a shape from — it predates the index or the members are undated. Among traction leaders, the top activity signals are shared by skin-scan-ai, dermal-wave, and MediVision-AI, each with zero stars.
  29. fitness coach marketplaces6 entriesfirst seen 2026-06-20This cluster consists of two-sided marketplaces connecting clients with fitness and nutrition coaches, offering booking, messaging, and payments, with some adding habit tracking and progress monitoring. The dated history is too thin to read a shape from, as there is only one dated entry before the index start and two members have no source date. Traction leaders, based on activity signal, are mentorsmd, mittwork, and fitness-crm-app, each with 0 stars.
  30. Browser-based AI app builders6 entriesfirst seen 2026-06-19This cluster consists of open-source, browser-based AI coding assistants that generate full-stack web applications from natural language prompts, with one variant also covering UI mockups and GitHub management. The dated pre-index history shows 5 entries spread across September 2025, October 2025, and June 2026, with June 2026 having the most. All listed traction leaders show zero stars, so no member clearly stands out on activity.
  31. RAW photo development tools6 entriesfirst seen 2026-06-15This cluster comprises RAW photo development and editing software aimed at photographers, with a shared focus on advanced processing, retouching, and efficient handling of high-quality image files. 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. On traction, rawtonic leads with 2 stars, while happy-photon-bin and NEFViewer have 0 stars.
  32. URL shortening web apps6 entriesfirst seen 2026-06-10This cluster consists of web applications that convert long URLs into short redirect links for sharing. The dated history is too thin to read a shape from, as only one entry predates the index start. Traction leaders include url-shortener, UrlShortenerAgenticSDLC, and link-squeeze, all currently at zero stars.
  33. Retro Sega & Nintendo emulators6 entriesfirst seen 2026-05-28This cluster consists of emulators focused on playing Sega Dreamcast, Naomi, Atomiswave, Model 3, and Nintendo/Sega titles on PCs across Windows and Linux. The cluster's dated history is too thin to read a shape from — only 2 dated entries exist before the index start, so it predates the index or its members are undated. On traction, AiloEMU leads with 2 stars, while Flycast and USP - ZX Spectrum Emulator have 0 stars.
  34. Custom academic document generators6 entriesfirst seen 2026-05-26This cluster consists of web apps that generate print-ready documents such as academic cover pages, exam papers, and reproductions of source documents, typically exported as PDFs. The dated history is too thin to read a shape from—only one dated entry exists before the index start, and some members lack source dates. Traction is led by CoverMe, with 4 stars, while other members have no activity signal.
  35. AI-assisted story writing platforms6 entriesfirst seen 2026-05-23These are AI-driven tools that guide authors from idea to publication, covering planning, drafting, and sometimes illustrating, translation, and cover design. The cluster's dated history is too thin to read a shape from, with only one dated entry before the index began. Traction leader is narralume with 114 activity stars, followed by novel-workspace-mcp (14) and ko-write (0).
  36. Localized code editor interfaces6 entriesfirst seen 2026-05-19These products are code editors with localized interfaces for global developers, offering community-translated or expanded language support. The cluster's dated history is too thin to read a shape from, as fewer than five dated entries exist before the index start. Traction leaders are zed-i18n-bin, zed-globalization, and zedg, each with zero stars.
  37. AI vendor risk assessment6 entriesfirst seen 2026-05-16This cluster covers AI-powered vendor risk assessment tools that evaluate third-party security posture, compliance evidence, and potential AI usage. The dated history is too thin to read a shape from, as only two dated entries exist before the index start, indicating the cluster predates the index or its members are undated. Traction leaders based on activity signal are TRUSTAI, MAVIRA, and security-posture-agent, each with zero stars.
  38. Wildlife permit compliance platforms6 entriesfirst seen 2026-05-12This cluster consists of seven compliance platforms for wildlife permits and trade, covering CITES documentation, specimen tracking, and permit lifecycle management across jurisdictions. Dated entries show a modest rise from one in March 2026 to three in May, then two in June. Traction leaders, each showing zero stars, are pelt-ledgr, lichen-permit, and falconry-vault.
  39. AI trading journal platforms6 entriesfirst seen 2026-05-11This cluster consists of AI-powered trading journals that help retail and day traders log trades, import broker CSV data, compute key performance metrics, and generate AI-driven insights via APIs like Claude. Only two dated entries exist before the index start, so the cluster's pre-index timeline is too thin to read a shape from. Traction leaders by activity signal are Trading-Journal-AI (10 stars), followed by TradeAnchor (5 stars) and trade-journal (0 stars).
  40. Terminal music players with visualizers6 entriesfirst seen 2026-05-08This cluster comprises terminal-based music players and visualizers, often integrating with Music Player Daemon (MPD) to display album art, synced lyrics, and animated visualizations. The dated history is too thin to read a shape from, as only 4 entries exist before the index start. Traction is led by music-tui with 22 stars.
  41. Police precinct management sims6 entriesfirst seen 2026-05-08This cluster consists of simulation games focused on running a police precinct, covering budget, personnel, cases, patrols, and shift management. The dated history is too thin to read a shape from—only two entries predate the index, so the cluster's timeline before 2026-08 cannot be characterized. All three members show flat traction signals (0 stars), so none leads meaningfully.
  42. Google Maps lead scraping SaaS6 entriesfirst seen 2026-05-06This cluster is made of SaaS tools that scrape business leads from Google Maps, normalize contact details, and export leads to spreadsheets or CRMs for sales prospecting. The dated history is too thin to read a shape from: only two dated entries exist before the index start, so the cluster predates the index or its members are largely undated. On traction, leads-scraper-portal and Leadora-SaaS each show 1 star, ahead of G-Map-Data-Scraper with 0 stars.
  43. Construction milestone tracking dashboards6 entriesfirst seen 2026-05-04This cluster comprises interactive dashboards for tracking construction package milestones, financing conditions, and contractor deliverables, with real-time status and risk indicators. The dated history spans a single 2018 entry, one in late 2025, and three in mid-2026, showing sporadic activity with a recent concentration. All products carry zero stars, so no clear traction leader emerges, though ProNovos CM appears first in the activity signal.
  44. Microblogging social media apps6 entriesfirst seen 2026-05-04This cluster comprises social media apps for posting and browsing short text updates, with some variations including image boards and real-time notifications. The dated history shows a single entry in May 2016, then a gap until September 2025, followed by a concentration of entries in April–June 2026. Traction leaders are mini-social-feed (3 stars), while simple-x-clone and x-clone have 0 stars.
  45. AI port operations platforms6 entriesfirst seen 2026-05-02This cluster comprises AI platforms for port operations, covering automation of scheduling, coordination, and real-time visibility. The dated entry history before the index start includes only two entries, too thin to discern a shape; the cluster predates the index or members are undated. Traction is led by rork-seaport-logistics-3d with 68 stars, followed by AI-PORT-X-Autonomous-Multi-Agent-Intelligence-System-for-End-to-End-Smart-Port-Operations with 1 star and hatch-boss with 0 stars.
  46. Personal finance manager apps6 entriesfirst seen 2026-04-30This cluster consists of personal finance manager apps focused on tracking income, expenses, budgets, and analytics. The dated history is too thin to read a shape from, as only 3 dated entries exist before the index start; the cluster predates the index or its members are undated. On traction, maodevaca leads with 3 stars, while Oinkoin and smart-finance-supabase have 0 stars.
  47. Silent meditation timer apps6 entriesfirst seen 2026-04-28A cluster of meditation timer apps focused on silent sessions with interval bells, vibration-only mode, presets, statistics, and consistency tracking. Dated entries appear sporadically from April 2019 to July 2026, with three of five dated entries in April, June, and July 2026. Traction is minimal across all three members—all show 0 stars—with Sorta Zen - Meditation Timer leading on activity signal, followed by MindTime and Moss.
  48. Grain elevator operations software6 entriesfirst seen 2026-04-25This cluster comprises software for grain elevator operations, covering scale tracking, moisture data, dockage disputes, compliance, settlement, and testing workflows. The dated history shows three entries in April 2026, followed by one each in May and June, indicating a tapering early adoption pattern. The most active members by signal are GTv9, scale-forge, and grainbasis-pro, each with zero stars, showing no standout traction yet.
  49. Cognitive-friction app blockers6 entriesfirst seen 2026-04-24This cluster consists of mobile app blockers that insert cognitive challenges (math, memory, or typing tasks) before allowing access to blocked apps, aiming to reduce compulsive scrolling. The dated entry history shows one new member per month from February to July 2026, a steady pace before the index began. Traction leaders are all at 0 stars, with Blob: Screen Time Control listed first, followed by HoldOn: Screen Time Nudge and PIM: App Blocker & Screen Time.
  50. Packaging company websites6 entriesfirst seen 2026-04-19This cluster consists of corporate and e-commerce websites for packaging manufacturers, showcasing materials, enabling product browsing, quote requests, and order placement. The dated history is too thin to read a shape from, with only one dated entry before the index start. Traction leaders are packaging-site, vibe-pkg, and aureco-website, each with 0 stars, indicating minimal or equal early activity.

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.