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WHITESPACE · CLUSTER INDEX · 10,069 CLUSTERS

Clusters

Every group of products the index has found building the same thing. Biggest collisions first, or newest first — all 10,069 of them, 50 to a page.

  1. AI executive coaching platforms9 entriesfirst seen 2026-09-21This cluster centers on AI-powered executive coaching and advisory platforms that help executives and professionals with leadership development, business decisions, communication, and workplace change. Their dated history is too thin to read a shape from: fewer than five dated entries exist before the index, so the cluster's timeline is either undated or predates the new index coverage. Traction leadership is currently held by 'team-6-test', 'CEO Counseling App', and 'Collaborative Tools - Professional Communication & Recognition Platform', all with 0 stars.
  2. Household payment management apps9 entriesfirst seen 2026-09-21This cluster consists of web apps focused on paying and managing household-related payments such as rent, utilities, and maintenance fees. The dated history is too thin to read a shape from, as only three dated entries exist before the index start, so the cluster either predates the index or many members are undated. Traction leaders are Gharpayy and es-menidzhar, all with zero stars on the activity signal.
  3. Chat transcript relationship analysis apps9 entriesfirst seen 2026-09-21This cluster consists of local or web apps that analyze chat transcripts—often romantic or two-person—to detect emotional tone, intent, romantic interest, and relationship dynamics, sometimes with per-message labels or reply-quality suggestions. Its dated history before the index start is too thin to read a shape from: only one dated entry exists, so the cluster predates the index or its members are undated. Traction leaders by activity signal are emolens, crush-monitor-with-jev, and crush-monitor, each with 2 stars.
  4. Short-form video social apps9 entriesfirst seen 2026-09-20This cluster consists of mobile applications for browsing, sharing, and creating short-form videos in a vertical feed, with social features like likes, comments, and following. Dated entries span from April 2020 to June 2026, with a multi-year gap after 2020 and a denser set of entries from January 2025 onward. The traction leader is dyparse (32 stars), followed by wizchat-reels-social (2 stars) and tiktok-mobile-app (0 stars).
  5. AI research paper chat apps9 entriesfirst seen 2026-09-20This cluster consists of AI chat applications that let researchers query their own uploaded papers and retrieve related literature from arXiv and PubMed, often combining statistical analysis or semantic search. The cluster's dated history is too thin to read a shape from—only one dated entry exists before the index start, so it predates the index or its members are undated. On traction, literature-monitor-bot leads with 2 stars, while two entries named PapersChat each have 0 stars.
  6. Network filtering bypass tools9 entriesfirst seen 2026-09-19This cluster consists of Windows utilities that bypass network filtering to restore stable Discord and YouTube connectivity. The dated entry history is too thin to read a shape from, as only 0 dated entries exist before the index start, indicating the cluster predates the index or members are undated. Traction leaders by activity are ZapretConnection and discord-zapret, both with 1 star, while DiscordObhod-New trails at 0 stars.
  7. Windows Dynamic Island Utilities9 entriesfirst seen 2026-09-18This cluster consists of desktop utilities that bring Apple's Dynamic Island concept to Windows, offering a floating interactive notch for quick access to music controls, clipboard, files, AI chat, and other widgets. The dated history is too thin to read a shape from, as there are no dated entries before the index start. L4-Windows-NotchBar leads on traction with 13 stars, followed by WinLand and dynamic-island-win.
  8. Borewell drilling management apps9 entriesfirst seen 2026-09-18This cluster consists of web applications for drilling and borewell companies to handle customer quote requests, bookings, and service operations. The dated history before the index start is too thin to read a shape from, as only 0 dated entries exist. Traction leaders are drillrig, Borewell, and Mahalakshmi-Borewell, each with 0 stars, indicating minimal observable activity.
  9. Subscription churn & retention analytics9 entriesfirst seen 2026-09-17The cluster consists of analytics platforms that track recurring revenue, retention cohorts, churn risk, lifetime value, and generate retention playbooks for subscription businesses. Its dated history before the index start is too thin to read a shape from -- it predates the index or its members are undated. Among traction leaders, openretention leads the activity signal, followed by RevenueIQ and novametrics-customer-revenue-analytics, though none show stars.
  10. Insurance underwriting automation apps9 entriesfirst seen 2026-09-16This cluster consists of web applications that automate different facets of insurance underwriting, including life, group benefits, and commercial lines, by scoring risk, generating proposals, and delivering recommendations. The cluster's dated history is too thin to read a shape from, as it has no dated entries before the index start. Traction leadership is held by insurance-underwriting-ai-agent with 1 star, while bindsight and certchase have 0 stars.
  11. TikTok auto-upload schedulers9 entriesfirst seen 2026-09-16This cluster consists of tools that automate TikTok video posting, including multi-account scheduling via web dashboards or APIs, Windows-based automation through TikTok Studio, and local-folder bots that add captions and hashtags. The dated history is too thin to read a shape from — it predates the index or its members are undated. TikTokUploader leads on traction with 2 stars, followed by TikTok-Auto-Uploader with 1 star.
  12. AI crypto portfolio risk tools9 entriesfirst seen 2026-09-15The cluster consists of AI applications that analyze cryptocurrency portfolio risk, offering explanations, backtesting, and educational assessments. The dated history is too thin to read a shape from—only one entry before the index start, so the cluster predates the index or its members are undated. Traction leaders by activity signal are Multi-agent-trading-arena, fouad-ai-trading-agent, and CryptograudAI-Web, each with 0 stars.
  13. Shopify merchant analytics apps9 entriesfirst seen 2026-09-14This cluster covers analytics applications for Shopify merchants, offering operational insights, marketing data enrichment, and return risk prediction. The dated history before the index start is too thin to read a shape from, with only two dated entries. Traction leaders among dated members, based on activity signal, are Painel-Web-Automacao, margindmind, and Rtify_shopify-application, each with 0 stars.
  14. Docker container management apps9 entriesfirst seen 2026-09-13This cluster consists of desktop and terminal applications for managing Docker (and in one case Podman) containers, images, volumes, networks, and compose stacks, with features like live logs, metrics, terminal access, and multi-registry browsing. Only one dated entry exists before the index start, so the cluster's dated history is too thin to read a shape from. Among the traction leaders, dockpilot leads with 5 stars, followed by dockit with 2 stars and Plugin-Docker with 1 star.
  15. Command-line file sorting tools9 entriesfirst seen 2026-09-13This cluster comprises command-line tools that sort loose files into categorized subfolders by type, often offering dry-run previews, undo capabilities, and customizable rules. 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. Among tools with activity signals, file-tidy leads with 2 stars, followed by tartib with 1 and pyorganize with 0.
  16. Furniture WhatsApp lead-gen sites9 entriesfirst seen 2026-09-13This cluster consists of websites for furniture manufacturers and custom furniture businesses that display product catalogs, allow filtering or room simulation, and generate customer leads through WhatsApp consultations or budget requests. The cluster's dated history is too thin to read a shape from – it predates the index or its members are undated. On traction, Showroom_3D, Designer-interior-and-furniture-, and Giometrie lead, though all currently show zero stars.
  17. Support ticket triage tools9 entriesfirst seen 2026-09-12This cluster comprises browser-based applications that help incident response and support teams triage customer issues by converting tickets and telemetry into severity levels, diagnostic paths, and escalation packages. They also categorize, prioritize, and route issues through steps like tool search, AI judging, investigation, and escalation, with live step and trace visualization. The cluster's dated history is too thin to read a shape from — it predates the index or its members are undated. Traction is led by TriageFlow-DFIR, with 1 star, while escalation-helper and sre-coworker each have 0 stars.
  18. Farm information websites9 entriesfirst seen 2026-09-12This cluster comprises websites for farms (poultry, cattle, and general) that present information about the farm, its operations, and possibly offer products. The dated history before the index start is too thin to read a shape from, as only one dated entry exists, so the cluster's growth pattern cannot be determined. Traction leaders based on activity signal are kwa-nyuki, Vanosmoe-website, and Big-Mamma-Coop, all with zero stars.
  19. YouTube video and audio downloaders9 entriesfirst seen 2026-09-12These products are web apps that download YouTube videos and Shorts, extract audio, and support multiple formats and quality levels. Their dated history is too thin to read a shape from, with no dated entries before the index start. Traction leaders include youtube-4k-downloading (10 stars), kstream-downloader (3 stars), and yt-download-manager (0 stars).
  20. YouTube channel analytics tools9 entriesfirst seen 2026-09-12This cluster consists of tools that track YouTube channel metrics such as subscriber counts, views, and growth trends, with some focusing on small-channel monitoring or lead generation from channel data. The dated history before the index start is too thin (only 2 dated entries) to read any shape from, so the cluster's timeline is unreadable and predates the index or lacks dates. Traction leaders by activity are cartel-radar (1 star), with tabelawt and youtube-lead-tracker at 0 stars.
  21. Native macOS API clients9 entriesfirst seen 2026-09-12This cluster consists of native macOS desktop applications for sending HTTP requests and managing collections, environments, and variables, with all data stored locally in workspace files. The dated history before the index start is too thin to read a shape from—only zero dated entries exist, so the cluster's early trajectory cannot be characterized. Among the members with traction signals, NativePass leads with 5 stars, while faspost and canoe each have 0 stars.
  22. macOS download managers capturing video9 entriesfirst seen 2026-09-11The cluster consists of native macOS download managers that accelerate file transfers via parallel connections, resume interrupted downloads, and capture videos from websites through companion browser extensions. The dated history before the index start is too thin to read a shape from — no members have source dates prior to August 2026, so the cluster's emergence cannot be characterized. Among the members, cloudframe-downloader leads on traction with 11 stars, while the other two have none.
  23. Personal finance tracking dashboards9 entriesfirst seen 2026-09-10This cluster consists of personal finance dashboards that track investments, asset allocation, and net worth across stocks, ETFs, and cryptocurrencies. The dated history is too thin to read a shape from — only one dated entry exists before the index start, so the cluster predates the index or its members are undated. Traction leaders are Ghostfolio-Open-Source-Wealth-Management-Software and Ghostfolio-Desktop-Self-Hosted-Dashboard, each with 28 stars.
  24. Wealth management portfolio trackers9 entriesfirst seen 2026-09-10This cluster consists of wealth management web apps that track stocks, ETFs, cryptocurrencies, and net worth with portfolio analytics. The dated history is too thin to read a shape from—only two dated entries precede the index start, so the cluster predates the index or its members are undated. Traction is led by Ghostfolio-Open-Source-Wealth-Management-Software with 30 and 28 stars, followed by Ghostfolio-Privacy-First-Personal-Finance-Wealth-Tracker at 17 stars.
  25. Pixel-art image matching games9 entriesfirst seen 2026-09-09Cluster of games that turn user-provided images into pixel-art playable experiences, with a focus on matching pixel-perfect images or recreating targets. The cluster's dated history before the index start is too thin to read a shape from -- only 0 dated entries exist, so it likely predates the index or its members are undated. Traction leader is pixel-perfect-match with 1 star, while other members have 0 stars.
  26. macOS icon creation tools9 entriesfirst seen 2026-09-09This cluster comprises macOS apps for creating, converting, and managing application icons, including tools that change app icons by drag-and-drop, convert SVG artwork into SF Symbols, and compose/export production-ready PNG and ICNS files. The dated history before the index start is too thin to read a shape—only 0 dated entries exist. Among the members, Mica leads on traction with 10 stars, ahead of IconLab (2 stars) and SFCymbal (0 stars).
  27. macOS audio priority switchers9 entriesfirst seen 2026-09-09This cluster consists of macOS menu bar utilities that automatically switch the system's default audio input and output to the highest-priority connected device based on user-defined lists. The cluster's dated history is too thin to read a shape from – it predates the index or its members are undated. Among the traction leaders are SoundCue, AudioPriorityBar, and writ, each with 0 stars.
  28. Voice AI reading assistants9 entriesfirst seen 2026-09-09This cluster consists of voice-driven AI assistants that convert speech to text, generate replies, and read them aloud, spanning mobile, macOS, and plugin form factors. The cluster's dated history is too thin to read a shape from, as only one dated entry exists before the index start. Traction is led by voinoi with 7 stars, while orca-read-aloud and dsh-speak each have 1 star.
  29. cleaning service booking platforms9 entriesfirst seen 2026-09-07This cluster consists of booking platforms for cleaning services, enabling customers to schedule appointments and pay online. The dated history is too thin to read a shape from, as only one dated entry exists before the index start and the remaining members lack source dates. Traction leaders are home-service-booking, ps_cleaner, and cleanpro, each with 0 stars.
  30. Event registration and management platforms9 entriesfirst seen 2026-09-07This cluster comprises web-based platforms for event registration and management, where users discover and sign up, organizers create and manage events, and admins moderate and monitor activity. The cluster's dated history is too thin to read a shape from—only 2 dated entries exist before the index start, and some members lack source dates. Traction leaders are all at 0 stars, with names like 'event-management-system' and 'My-website-', so no product stands out on activity signal.
  31. macOS gaming mouse utilities9 entriesfirst seen 2026-09-07This cluster consists of macOS menu bar utilities for managing gaming mice, primarily Razer models, covering battery, DPI, polling rate, lighting, and button remapping. The dated history prior to the index start is too thin to read a shape from, as only 0 dated entries exist. Traction leadership is led by naga-studio with 9 stars, followed by AM-Native with 5 and Magic-Mouse-Flow with 1.
  32. Agricultural field visit recording apps9 entriesfirst seen 2026-09-07This cluster consists of three mobile apps for recording agricultural technical visits, audits, and field reports, capturing GPS location, photo evidence, and producer contact details, with offline storage supported in at least one case. The cluster's dated history is too thin to read a shape from -- only one dated entry exists before the index start, so it likely predates the index or its members are undated. Traction among these apps, measured by star activity, is led by presentedealegria-app and App-Registro-de-Visitas-T-cnicas-Agr-colas-, each with 1 star, while plantation-tracker has 0.
  33. Mac music creation and remixing9 entriesfirst seen 2026-09-06This cluster consists of Mac apps for creating and remixing music, including lyric-video generation, merging production projects, and rebuilding tracks from vocals and style. The dated history before the index is too thin to read a shape from, with only 2 dated entries, so the cluster's timeline predates the index or its members are undated. Of the members with activity signals, YuE-Studio leads with 2 stars, followed by lefu (1 star) and song2lyrics-clip (0 stars).
  34. Telegram movie streaming bots9 entriesfirst seen 2026-09-06This cluster consists of Telegram bots that stream movies via access codes, monetized through subscription tiers and managed via admin panels. The cluster's dated history is too thin to read a shape from, as it predates the index or its members are undated. Traction is led by Kino-bot with 1 star, while Kinobot and vexora have 0 stars.
  35. Self-hosted server monitoring dashboards9 entriesfirst seen 2026-09-06This cluster consists of self-hosted web dashboards that monitor server resources such as CPU, memory, disk, and network, targeting different server environments (Linux low-power devices, per-user usage, Windows servers). The dated history before the index start is too thin to read a shape from (only 0 dated entries), indicating the cluster predates the index or its members are undated. On traction, windows-server-dashboard leads with 2 stars, while pve-lite-dashboard and satisfactory-dash have 0 stars.
  36. Medical device safety workbenches9 entriesfirst seen 2026-09-05This cluster consists of local workbenches for medical device post-market safety teams to consolidate adverse event reports and complaints, manage investigations, track risk status, evidence, and maintain audit trails. 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. All traction leaders have 0 stars, so no single member stands out on activity.
  37. Custom background generator apps9 entriesfirst seen 2026-09-05This cluster consists of web apps that create, edit, or generate custom background designs and images based on user preferences. 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 undated. Traction leaders include Autonimo-render (1 star), gamma-studio (4 stars), and bg (0 stars), with gamma-studio showing the highest star count.
  38. LLM server monitoring dashboards9 entriesfirst seen 2026-09-05This cluster comprises dashboards for monitoring and managing self-hosted LLM servers, covering token throughput, GPU status, request load, and API quota usage. The dated history is too thin to read a shape from, with only one pre-index entry. Traction leader is ai-resource-radar with 5 stars, followed by dsh-usage-dashboard-plus with 3 stars and mempalace-console with 1 star.
  39. German citizenship test prep apps9 entriesfirst seen 2026-09-05This cluster is comprised of web and quiz apps that prepare users for citizenship exams, with a strong focus on the German naturalization test, offering features like practice questions, translations, performance analytics, and offline access. The dated history is too thin to read a shape from — it predates the index or its members are undated. Traction leaders by activity signal are naturalizacion.mx and einbuergerungstest (both 0 stars), followed by testimmigiration.
  40. Emergency response platforms9 entriesfirst seen 2026-09-05This cluster comprises emergency response platforms that connect people in distress with nearby responders, offering GPS location capture and live incident status updates via mobile and web dashboards. The dated history is too thin to read a shape from, as fewer than five dated entries exist before the index began. Traction leaders by activity signal are Hack-to-Ignite--4-Brain-Cells, DRIS, and ResQNet, each showing 0 stars.
  41. Zombie survival roguelite games9 entriesfirst seen 2026-09-04This cluster consists of top-down and open-world zombie survival roguelite games focusing on loot, scavenging, and squad-based combat against hordes. The cluster's dated history is too thin to read a shape from — it has only 0 dated entries before the index start, indicating it predates the index or its members are undated. In terms of traction, Yet-Another-Zombie-Survivors-Community-2026, adventure-with-looting, and ScagJPT-Community-2026 lead on activity signal, though all show 0 stars.
  42. Per-process network monitoring tools9 entriesfirst seen 2026-09-04This cluster consists of desktop applications that track per-process or per-application network usage and provide controls such as blocking, capping, or bandwidth limits. The dated history is too thin to read a shape from, as there are too few entries before the index start, and the cluster predates the index or its members are undated. Among the members, limen-firewall leads on traction with 1 star, while the others show no star activity.
  43. OpenAPI developer tools9 entriesfirst seen 2026-09-04This cluster comprises web-based tools for working with OpenAPI specifications, covering interactive documentation generation, in-browser spec transformation, and AI-assisted API testing. The dated history is too thin to read a shape from—only one entry exists before the index start, and most members have no source date. Traction is led by cortex with 3,213 stars, while the other members show no activity signal.
  44. Forum software and clients9 entriesfirst seen 2026-09-04This cluster spans self-hosted forum engines, a minimal PHP forum, a third-party V2EX client, and a Nostr-based decentralized discussion app. The dated history is too thin to read a shape from — only one dated entry exists before the index start, and many members are undated. Traction leaders based on activity are flatbb (4 stars) and bbs1org (2 stars), with cfe at 0 stars.
  45. macOS menu bar network tools9 entriesfirst seen 2026-09-04This cluster comprises macOS menu bar applications for network monitoring, link routing, firewall control, and related utilities. The dated history is too thin to read a shape from — it predates the index or its members are undated. Traction leaders are freesnitch and MySpeed-MacOS (both 5 stars), with Tunnelful at 1 star.
  46. Rural business enablement apps9 entriesfirst seen 2026-09-04This cluster comprises web apps that support rural micro-entrepreneurs with business planning, financial management, and access to government subsidies and funding. The dated history is too thin to read a shape from — it predates the index or its members are undated. Traction leaders by activity signal are Saathi-Vyapar, sih26091-rural-advisor, and Finbottt, all currently at zero stars.
  47. Codex usage desktop widgets9 entriesfirst seen 2026-09-03This cluster consists of desktop widgets that display remaining Codex usage quotas and limits in always-on-top meters for macOS and Windows. The dated history is too thin to read a shape from—it predates the index or its members are undated. Traction leaders are usageloop (5 stars), Codex-Usage-Monitor (1 star), and codex-meter (1 star).
  48. AI coding agent verification extensions9 entriesfirst seen 2026-09-03This cluster consists of VS Code extensions that bring local, auditable AI coding agents into the developer workflow, with features like chat-based agent teams, automated code changes, and pre-commit verification. The dated history is too thin to read a shape from—only one dated entry exists before the index start, so the cluster's trajectory predates the index or its members are largely undated. Traction is led by agentcheck (5 stars), followed by modou-agent (1 star) and lai-local-agent (0 stars).
  49. macOS menu bar hotkey apps9 entriesfirst seen 2026-09-03This cluster consists of native macOS menu bar utilities that assign global keyboard shortcuts to launch or switch apps, with one also covering actions like locking the screen, opening URLs, and running shell commands. The dated history is too thin to read a shape from, as only 0 dated entries exist before the index start, indicating the cluster predates the index or its members are undated. Among traction leaders, promptbar leads with 1 star, while Peekaboo and Wikey have 0 stars.
  50. online murder-mystery games9 entriesfirst seen 2026-09-03The cluster consists of web apps and online games for playing murder-mystery scenarios with friends, including private rooms, game-master tools, and party-kit generators that produce playable detective experiences. The dated history is too thin to read a shape from—only one dated entry exists before the index start. Traction leaders by activity signal are Alibi, foul-play, and madamis, 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.