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WHITESPACE · CLUSTER INDEX · 10,202 CLUSTERS

Clusters

Every group of products the index has found building the same thing. Biggest collisions first, or newest first — all 10,202 of them, 50 to a page.

  1. Historical case file archives7 entriesfirst seen 2026-10-09This cluster comprises web apps for archiving and searching historical case files, including audio recordings and their transcriptions. The cluster's dated history is too thin to read a shape from—only one dated entry exists before the index. Traction is minimal, with all members at zero stars; tapesplit has the highest activity signal, though still null.
  2. AI religious video captioning7 entriesfirst seen 2026-10-08This cluster comprises AI-powered tools for adding captions, translations, and styling to religious videos, including Quranic recitations and lecture clips. The cluster's dated history before the index start is too thin to read a shape from—only 0 dated entries exist. Traction among members is tied at zero stars for all listed products: Muhammadan-Way-Clip-Studio, cliping, and craft-skynet-accessibility-videosubtitle all show 0 stars, so no member stands out as an activity leader.
  3. Embedded Social Media Trading Terminals7 entriesfirst seen 2026-10-07The cluster consists of web-based cryptocurrency trading terminals that embed perpetual futures trading directly into social media posts, showing live market data such as charts and order books, and allowing market and limit orders. The cluster's dated history is too thin to read a shape from, as only 2 dated entries exist before the index start, predating discovery coverage. All three members show zero activity stars, so no traction leader emerges.
  4. Resume screening and candidate matching7 entriesfirst seen 2026-10-07This cluster consists of systems that screen resumes and match or rank candidates for recruiters. The cluster's dated history is too thin to read a shape from, as there are no dated entries before the index start. The traction leaders are hukam-kar-ai (highest activity signal), Resume (with 1 star), and AI-Resume-Screening-System (with 0 stars).
  5. Smart contract audit and risk explainers7 entriesfirst seen 2026-10-07This cluster consists of web tools that explain or audit Solidity smart contracts and blockchain transactions, translating technical risk into plain English for reviewers and developers. 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 largely undated. On traction, eth-guardian-suite leads with 2 stars, while AI-Smart-Contract-Explainer and Clarity show 0 stars.
  6. Coding battle royale games7 entriesfirst seen 2026-10-07This cluster is made up of web-based competitive games where developers face off live on coding and AI prompt challenges, using matchmaking, rankings, and tournaments. The cluster's dated history is too thin to read a shape from: there are zero dated entries before the index start, so it predates the index or its members are undated. On traction, codearena and web lead, each with 1 star.
  7. VPN proxy management panels7 entriesfirst seen 2026-10-06The cluster consists of web panels that deploy and manage VPN proxy services on cloud hosts, provisioning subscriptions and relying on automated monitoring bots; some also offer reseller accounts and ready-made configs. The dated history before the index is too thin to read a shape from, as only 0 dated entries exist. Traction is led by MarzbanUpdate (85 stars), followed by SuperJinx (13 stars) and NikanDeveloper-Panel (4 stars).
  8. College placement management systems7 entriesfirst seen 2026-10-06This cluster covers web applications that digitize college placement processes, including student job applications, eligibility checks, and administrator management of listings, interviews, offers, and placement records. The cluster's dated history before the index start is too thin to read a shape from: there are no pre-index dated entries. On traction, the listed leaders all show 0 stars, ordered as Placement-Management-Systems, Placement-Management-System, and Campus-placement-system.
  9. Personalized content dashboards7 entriesfirst seen 2026-10-06This cluster consists of personalized dashboard apps that aggregate news, media recommendations, and social streams into customizable feeds. 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. On traction, ai-content-dashboard leads with 12 stars, ahead of devoci.in (1) and feedNexus (0).
  10. African city life sims7 entriesfirst seen 2026-10-06The cluster consists of multiplayer life-simulation games set in African cities, where players manage characters, work jobs, socialize, and engage in economic activities. The dated history is too thin to read a shape from, as only 0 dated entries exist before the index start, so it predates the index or members are undated. Traction is led by uk-life, followed by bongolife and Efsees, though all currently show 0 stars.
  11. AI health record translators7 entriesfirst seen 2026-10-06This cluster consists of AI health copilots that translate medical records and lab reports into plain language for patients, with some also supporting chronic-disease biomarker tracking or health data interoperability. The cluster's dated history is too thin to read a shape from, with only one dated entry before the index start, so it predates the index or its members are undated. On traction, bread leads with 1 star, while team_bread and setu-ai trail with 0 stars.
  12. Workplace mental health platforms7 entriesfirst seen 2026-10-05This cluster comprises platforms that connect corporate employees to mental health and counseling services, including therapy, coaching, and crisis care. The dated history is too thin to discern a trend, with only one dated entry before the index start and five members lacking source dates. Traction leaders, all with zero stars, include corporate-care-connect, Personify Health, and Wellbeing service | Aistii, indicating no standout performer yet.
  13. Online ceramic tableware stores7 entriesfirst seen 2026-10-03This cluster consists of online stores selling ceramic tableware, kitchenware, and handmade dinnerware, often with local payment options. The cluster's dated history is too thin to read a shape from, as only one entry has a date before the index start and four members have no source date. Traction leaders all show 0 stars, so no single product stands out as dominant.
  14. Xbox 360 recompilations7 entriesfirst seen 2026-10-03These projects port Xbox 360 games to PC and Linux from original game files, providing native versions without an emulator. The cluster's dated history is too thin to read a shape from, as no dated entries exist before the index start. Traction leaders are skate2-recompile-pc (40 stars), hard-corps-uprising-recompiled (18 stars), and Estacado (17 stars).
  15. Amateur radio space weather dashboards7 entriesfirst seen 2026-10-03This cluster comprises dashboards for amateur radio operators that combine space weather, propagation forecasts, satellite tracking, and live telemetry. 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. Traction is uniformly minimal, with all three members showing zero stars, indicating no clear activity leader.
  16. Automated media downloaders and organizers7 entriesfirst seen 2026-10-02This cluster consists of self-hosted and desktop tools that automatically fetch media — TV episodes, movies, ebooks, audiobooks, and YouTube content — via RSS or other monitoring, then sort, rename, and sync the files into media server libraries. The dated history is too thin to read a shape from: only one member has an entry date before the index start, and five members have no source date. PersonalMediaManager leads on traction with 1 star, followed by pymedusa and readarr-tak with 0 stars each.
  17. IP and network leak checkers7 entriesfirst seen 2026-10-02This cluster comprises web apps that surface a visitor's public IP, routing, DNS, and WebRTC leak status, often with risk scoring and region checks. Only one dated entry exists 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. Among traction leaders, safeIP and exitlens each hold 1 star, while ips-audit trails with 0 stars.
  18. Collaborative subtitle translation tools7 entriesfirst seen 2026-10-02Collaborative editors for multilingual subtitle translation, featuring timeline management, terminology locking, and version control. The cluster's dated history is too thin to read a shape from, with zero dated entries before the index start. Traction is nascent, as all leading members have zero stars.
  19. Phonics course planning tools7 entriesfirst seen 2026-10-02This cluster consists of web apps for phonics teachers to organize phonemes, words, sentences, and exercises into courses, with dependency and quality checks and offline editing. The cluster's dated history is too thin to read a shape from, as there are no dated entries before the index start. All members show 0 stars, with sologsb-1026-8vb5 ranked highest by activity signal.
  20. DJ playlist parsing tools7 entriesfirst seen 2026-09-30These tools parse playlists from DJ software like Rekordbox and Traktor to extract and organize track information, with one also offering cleaning and conversion for Rekordbox libraries. 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 tracksmith with 1 star, while the other two members have no stars.
  21. Gift card buy-sell marketplaces7 entriesfirst seen 2026-09-29This cluster consists of online marketplaces for buying, selling, or trading gift cards. The cluster's dated history is too thin to read a shape from, as only one dated entry exists before the index start. VoucherX leads on traction with 14 stars, while Giftora and SwiftCard have no activity signal.
  22. Automotive type-approval evidence management7 entriesfirst seen 2026-09-29This cluster consists of web applications for automotive certification teams to organize, review, and supplement type-approval evidence packages, tracking regulatory coverage and managing expiry reminders. The dated history before the index start is too thin to read a shape from, as only 0 dated entries exist. Traction leaders, all with 0 stars, include pair-wise-gsb-61-vfvv, pair-wise-gsb-61-g84i, and pair-wise-gsb-61-80ii.
  23. Museum exhibition script management7 entriesfirst seen 2026-09-28This cluster comprises web applications for museum content teams to author, review, and version exhibition scripts, with multilingual progress tracking and approval or snapshot workflows. The dated entry history before the index start is too thin to read a shape from, with no dated entries available. All three products show no public traction signals, each with zero stars, indicating they are at an early stage.
  24. URL shorteners with analytics7 entriesfirst seen 2026-09-28This cluster covers URL shorteners that generate shareable short links, often with expiration dates, custom aliases, and click-count analytics. The dated history is too thin to read a shape from, as only two entries exist before the index start, suggesting the cluster predates the index or its members are undated. Traction leaders all show 0 stars, with Distributed-URL-Shortener, url-shortener, and django-url-shortener tied on activity signal.
  25. SOC log threat detection7 entriesfirst seen 2026-09-27This cluster comprises automated log-analysis tools for SOC teams that detect intrusions (e.g., brute-force attempts) and map them to MITRE ATT&CK techniques. They also provide severity reporting and analyst tooling. 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 LogsTotal (6 stars), CyberShield-AI-Hackathon (4 stars), and log-analysis-ids (2 stars).
  26. Browser-based AI web development agents7 entriesfirst seen 2026-09-26This cluster consists of AI web development agents that let users prompt, run, edit, and deploy full-stack applications directly from a browser. The dated history is too thin to read a shape from, as only four dated entries exist before the index start. Traction leaders are Doctor-ai, My-website, and Dune, each with 0 stars.
  27. Self-hosted AI code review7 entriesfirst seen 2026-09-26The cluster comprises self-hosted AI code review platforms that inspect pull requests, score changes, and enforce merge gates using open models. The dated history before the index start is too thin to read a shape from—no dated entries exist—so the cluster's early timeline is indeterminate. Among traction leaders, langgraph-harness leads with 3 stars, followed by fossa with 2 stars and sdlc-os with 1 star.
  28. Distributed queue and scheduler simulators7 entriesfirst seen 2026-09-25The cluster comprises interactive, web-based simulators for visualizing distributed-systems resilience, multilevel queue scheduling, and worker job queues with retries and dead-letter recovery. Their dated history is too thin to read a shape from—no pre-index entries exist and three members lack source dates. All three products show zero stars, so none holds a meaningful traction lead.
  29. Restaurant voice ordering7 entriesfirst seen 2026-09-25This cluster comprises voice-based systems for restaurant interactions, covering call handling, table bookings, pickup orders, menu queries, and in-restaurant ordering. The dated history is too thin to read a shape from — only one pre-index entry exists, so the cluster predates the index or members are undated. The leading products by activity signal are restaurant-voice-agent, hostline, and ArgusAI, each with zero stars.
  30. Oral history transcription editors7 entriesfirst seen 2026-09-25This cluster consists of local-first editors for transcribing and annotating oral history interviews, with multi-track text, confidence levels, comments, and subtitle export. The cluster's dated history is too thin to read a shape from, as it has zero dated entries before the index start, indicating it predates the index or its members are undated. All three members show zero stars, so no member leads on traction.
  31. LLM deployment and cost tools7 entriesfirst seen 2026-09-24The cluster contains tools for running, evaluating, and estimating costs of large language models, including local inference, distributed browsers, edge streaming, and reliability platforms. The cluster's dated history is too thin to read a shape from—only two dated entries predate the index, so it predates the index or members are undated. Traction leaders are swarmllm with 180 stars, minirun-app with 34, and omp-ninfer with 13.
  32. Desktop screen translation tools7 entriesfirst seen 2026-09-24The cluster consists of desktop applications that capture on-screen text (e.g., subtitles) and translate it in real time, with features like live subtitles, speech output, or transparent selection frames. The dated history is too thin to read a shape from—only one dated entry exists before the index start, and the index began collecting on 2026-08-11. Traction leaders based on activity signal are lingolay (2 stars), ScreenTranslator-releases (1 star), and LensLate (0 stars).
  33. Online assignment submission platforms7 entriesfirst seen 2026-09-24The cluster consists of web-based systems for student assignment submission and instructor grading/feedback. Its dated history before the index start is too thin to read a shape from, as only 0 dated entries exist there, indicating the cluster predates the index or its members are undated. The traction leader is Cloud-Based-Assignment-Submission-Portal with 1 star, while others have none.
  34. AI crypto futures trading journals7 entriesfirst seen 2026-09-21This cluster consists of platforms for crypto futures traders that log trades and use AI to analyze performance and deliver coaching or insights. Only two dated entries exist before the index start, so the cluster's dated history is too thin to read a shape from. Futures-Ledger-Forge leads on traction with 59 stars.
  35. Restaurant online ordering sites7 entriesfirst seen 2026-09-21This cluster comprises websites for restaurants—such as a pizza restaurant, a bakery, and a general restaurant—that let customers browse menus, build orders, and pay via Stripe, with options for pickup or delivery. The dated history is too thin to read a shape from, as there are no dated entries before the index start, meaning the cluster predates the index or its members are undated. Traction is uniform across the three named leaders, all showing zero stars, so no single product stands out on activity.
  36. Desktop macro recording apps7 entriesfirst seen 2026-09-20This cluster comprises desktop automation tools that record and replay user actions, often with image recognition capabilities. The dated history is too thin to identify a trend, as there are no entries with source dates before the index start. Traction is led by HandsFree and auto_clicker with 1 star each, while zhgui_diandian has none.
  37. Spotify music downloaders7 entriesfirst seen 2026-09-20This cluster comprises web apps that convert Spotify playlists, tracks, and albums into downloadable MP3 files, often including cover art and metadata. The cluster's dated history is too thin to read a shape from, as it has no dated entries before the index start. Traction is led by TuneFetch with 3 stars, followed by Spotify_Importer and playlistsync with 1 star each.
  38. Quiz score-tracking games7 entriesfirst seen 2026-09-20This cluster consists of quiz games that present a series of questions and track player scores or performance. The dated history is too thin to read a shape from — it predates the index or its members are undated. Football-Quiz leads on traction with 1 star, while dmquiz and historyflipfooty each have 0 stars.
  39. LED and neon sign design apps7 entriesfirst seen 2026-09-20This cluster includes web apps for creating and displaying custom signs: a simulated LED display, a designer for neon signs with ordering, and a web-page signage tool. The cluster's dated history is too thin to read a shape from—only one dated entry exists, and three members have no source date. Traction leaders are leddisplay, vector, and MicroPinner, each with 0 stars.
  40. Home repair and electrical services7 entriesfirst seen 2026-09-20The cluster comprises websites for residential and commercial maintenance, repair, and emergency electrical services, covering electrical, plumbing, and renovation work. 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 members are undated. Traction leaders, all with 0 stars, are Bright-engineering-services, Eletricista em Manaus 24 horas, and Mauricio Assistência Técnica.
  41. Typing speed test tools7 entriesfirst seen 2026-09-20This cluster consists of minimalist web-based typing tests that measure words per minute, characters per minute, and accuracy using random or custom sentences with configurable time limits. The dated history is too thin to read a shape from, as only one dated entry exists before the index start and three members lack source dates. Traction leaders include typing-speed-test, Typewriter, and Zty.pe Replica, each with an activity signal of zero stars.
  42. WooCommerce analytics dashboards7 entriesfirst seen 2026-09-20This cluster consists of analytics dashboards for WooCommerce stores, covering sales reports, revenue, customer insights, and in one case Google Analytics integration and CSV exports. 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 negligible across all members, with each showing zero stars, though Website-Dashboard tops the activity signal.
  43. Self-hosted control panels7 entriesfirst seen 2026-09-20This cluster covers self-hosted control panels for managing servers, containers, and applications, including WordPress hosting, bot deployments, and Linux administration. The dated history is too thin to read a shape from—it predates the index or its members are undated. On traction, opsmini leads with 13 stars, while discord-bot-host and server-panel follow at 1 star each.
  44. Smart water leak detection systems7 entriesfirst seen 2026-09-19This cluster consists of IoT-based systems that monitor water flow and consumption, detect leaks, and send real-time alerts to users and utility operators. The dated entry history before the index start is too thin to read a shape from, as only 0 dated entries exist, indicating the cluster predates the index or its members are undated. Among traction leaders, JalRakshak stands out with 2 stars, while stopleak and smartDriange each have 0 stars.
  45. macOS folder photo viewers7 entriesfirst seen 2026-09-19This cluster covers macOS photo viewers that browse local folders, support RAW/HEIC formats, and offer quick edits without requiring a photo library. The dated history is too thin to read a shape from—only 0 dated entries exist before the index start, indicating the cluster predates the index or its members are undated. Traction is led by zfs-previous-versions-macos with 2 stars, while lumaflip and Image have 0 stars each.
  46. Bilingual creator portfolio platforms7 entriesfirst seen 2026-09-19This cluster consists of bilingual web platforms for creators to host portfolios, sell products or patterns, and share educational content, with two variants focusing on portfolio management features like Google sign-in, quotas, and image compression. The cluster's dated history is too thin to read a shape from, as no dated entries exist before the index start. Traction leaders, raziyeh, raziyeh1, and portfoliohubsv3, all show zero stars, indicating nascent activity.
  47. Tool-using AI Q&A assistants7 entriesfirst seen 2026-09-18This cluster covers conversational AI assistants that answer questions by combining web search, weather, math, and retrieval from uploaded documents. 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. Among traction leaders, ai-assistant leads with 1 star, while Ai-Electrical-Assistant-Planner- and rank-mcp have 0 stars.
  48. Online tire sales and installation7 entriesfirst seen 2026-09-18This cluster comprises web apps for selling automotive tires online, with delivery and installation at partner centers, and one that displays inventory and allows depot pickup scheduling. The cluster's 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. The traction leaders, all with zero stars, are tire-reseller, lastik, and dinbilverkstad2.
  49. Offline fuel station management apps7 entriesfirst seen 2026-09-18These apps target fuel station operations with offline-first capabilities, covering point-of-sale, shift reconciliation, tank-stock monitoring, credit ledgers, and reporting. The cluster's dated history is too thin to read a shape from, as fewer than five pre-index entries exist—it predates the index or its members are undated. Among traction leaders, fuelstation_nextjs shows the most activity with 1 star.
  50. Windows keep-awake tray utilities7 entriesfirst seen 2026-09-18This cluster consists of Windows system-tray utilities that prevent the PC from sleeping or the display from turning off, often via a one-click toggle or condition like Caps Lock or a timer. The cluster's dated history before the index start is too thin to read a shape from, as only 0 dated entries exist, indicating it predates the index or members are undated. Traction leaders are Caffeine-for-Windows (14 stars), agents-dont-sleep (8 stars), and NoFocusSteal (7 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.