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WHITESPACE · CLUSTER INDEX · 10,387 CLUSTERS

Clusters

Every group of products the index has found building the same thing. Biggest collisions first, or newest first — all 10,387 of them, 50 to a page.

  1. Chlorine dosing calculators and platforms4 entriesfirst seen 2026-05-13This cluster covers tools for calculating and managing chemical dosing in water treatment, ranging from simple chlorine dosage web apps to real-time optimization and compliance platforms. The dated history is too thin to read a shape from—only one pre-index entry exists, so the cluster predates the index or its members are undated. Traction leaders are reserva-viva, floc-desk, and Chlorine Calculator - CAWST, all currently showing zero stars.
  2. Minecraft parental control apps4 entriesfirst seen 2026-05-11This cluster consists of apps that let parents or users limit, schedule, and block Minecraft playtime on specific platforms (Mac, Windows, or mobile). The dated history is too thin to read a shape from — only two dated entries exist before the index start, so the cluster likely predates the index or its members are undated. Traction leaders are gamecurfew, Xbox Family Settings, and MineTime – Parental control, each showing 0 stars.
  3. Telehealth booking and prescriptions4 entriesfirst seen 2026-05-09This cluster consists of telehealth platforms that enable patients to book appointments, conduct video consultations, order prescriptions, and pay online, while also providing doctors tools to manage consultations, prescriptions, and earnings. 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 by activity signal are MedCare, 'doctor', and Zocdoc - Find and book doctors, all with zero stars, indicating minimal public traction signals.
  4. Karaoke singing scoring games4 entriesfirst seen 2026-05-09This cluster consists of karaoke games that score players on pitch and rhythm using microphone input, generally for local multiplayer with support for custom or multiple song formats. The dated history is too thin to read a shape from, as only one dated entry exists before the index start, meaning the cluster predates the index or its members are undated. Traction leaders by activity signal are UltraStar Deluxe, performous-snap, and UltraStar Deluxe WorldParty, each with zero stars, indicating minimal observed activity.
  5. Competitive intelligence briefing apps4 entriesfirst seen 2026-05-08This cluster consists of competitive intelligence apps that monitor competitor pricing, changelogs, websites, and news, and generate plain-English summaries or briefs for marketing and executive teams. The cluster's dated history before the index start is too thin to read a shape from, with only two dated entries. Traction leaders by activity signal are spearmint1, CompRadar, and pulse-intel-dashboard, each with zero stars.
  6. Local emergency locksmith websites4 entriesfirst seen 2026-05-07The cluster consists of marketing websites for locksmith services, emphasizing 24/7 emergency response, service listings, and local trust signals. The dated history is too thin to read a shape from, as only one entry predates the index start. On traction, all three members show zero activity, so no clear leader emerges.
  7. MOBA stat and matchup tools4 entriesfirst seen 2026-05-03This cluster consists of web and desktop apps that deliver player statistics, match history, hero meta grids, and matchup counter-picks for competitive games, primarily Dota 2, with some for PUBG and Heroes of the Storm. The cluster's dated history is too thin to read a shape from — it predates the index or its members are undated. On traction, metagrid leads with 24 stars, while hots-stats and DotaCounters trail with 1 star each.
  8. 2026 World Cup fan engagement platforms4 entriesfirst seen 2026-04-27This cluster comprises four platforms centered on the 2026 World Cup: ticket sales with discounts and real-time info, premium giveaways and live games with payment processing, trading of officially licensed fan tokens, and raffles with PayPal integration. 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. Traction leaders, all at zero stars, are bateumz-cb2c44d1, bateumz, and FanTokens, indicating minimal user activity so far.
  9. Airport operations management apps4 entriesfirst seen 2026-04-22This cluster consists of web applications that manage airport operations, covering scheduling, administrative workflows, operational monitoring, decision-making, and charges management for aviation staff. The dated history is too thin to read a shape from, with only one dated entry before the index start, so the cluster predates the index or its members are largely undated. One-OPS-2204 leads on traction with 1 star, while other members have 0 stars.
  10. Star-sky mood journaling apps4 entriesfirst seen 2026-04-20This cluster consists of journaling or mood-logging web apps that visualize entries or moods as stars in a night-sky or galaxy canvas, with shared features like mood tagging, tracking, and search or insights. The dated history is too thin to read a shape from—only 3 dated entries exist before the index start, so the cluster predates the index or its members are largely undated. Traction leadership is held by night-sky-mood-tracker, which has 1 star as an activity signal, while the other two members show 0 stars.
  11. Craft brewery excise tax automation4 entriesfirst seen 2026-04-08This cluster automates federal and state excise tax calculations and TTB compliance for small craft breweries, pulling production logs and integrating with ERP systems. The cluster's dated history is too thin to read a shape from, as only three dated entries exist before the index start. Traction leaders are tavern-tax, broply-compliance-tool, and brewtax-engine, each with 0 stars.
  12. Linux audio and shell tooling4 entriesfirst seen 2026-04-07This cluster comprises a Linux shell with line-editor and IPC socket extensibility, plus four Arch Linux packages enhancing PipeWire with SELinux, LDAC, ROC, and PulseAudio features. The dated entries, all from before the index start, show 4 members created in April 2026 and 1 in May 2026, indicating a declining creation trend in that two-month window. Traction leaders by activity signal are shed-sh, pipewire-selinux, and pipewire-libcamera-ldac, each with zero stars.
  13. VRChat realtime translation tools4 entriesfirst seen 2026-03-26The cluster consists of realtime translation and transcription tools for VRChat conversations, delivered as desktop apps. Its dated history is too thin to read a shape from: only two dated entries exist before the index start, so the cluster either predates the index or its members are largely undated. All traction leaders show zero stars, with VRChatUniversalTranslator listed first among VRChatUniversalTranslator, thumbtalk, and kikitan-translator.
  14. Social video to recipe converters4 entriesfirst seen 2026-03-25These mobile apps convert cooking videos from social platforms like TikTok, Instagram, and YouTube into structured recipes with ingredients, instructions, and nutrition data, often adding meal planning, macros, and grocery lists. The dated entry history runs from March 2025 to July 2026 with only seven total entries, appearing irregularly with no clear growth pattern. Traction leaders are CookingGuru: Recipe Manager, hackathon, and Pullit Recipe, each with zero stars, indicating minimal user activity so far.
  15. Git learning platforms4 entriesfirst seen 2026-03-22This cluster consists of web-based platforms that teach Git and version control through interactive exercises, tutorials, and hands-on playgrounds, with some also offering course management for corporate training. 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. On traction, gitvibes leads with 4 stars, while course and GitStudy have 0 stars.
  16. Code execution visualizers4 entriesfirst seen 2026-03-18This cluster comprises web apps and developer companions that visualize code execution by tracing program flow, function calls, and variable changes to aid understanding and debugging. The dated history is too thin to read a shape from, with only one dated entry prior to the index start. Among members with activity signals, cpp-visualizer leads with 2 stars, while the others show 0 stars.
  17. Government service queue management4 entriesfirst seen 2026-03-12This cluster consists of web-based queue management solutions for government service centers, enabling citizens to reserve tokens, track live queue positions, and receive counter calling or voice guidance. 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. All three members show zero activity signal (0 stars), so no member leads on traction.
  18. Cloudflare cleanup utilities4 entriesfirst seen 2026-03-08This cluster consists of tools for managing Cloudflare resources, specifically bulk-deleting old Pages deployments and DNS records, as well as a terminal interface for DNS management. The dated history is too thin to read a shape from—the cluster predates the index or its members are undated. Traction leaders all show 0 stars, so no single product stands out.
  19. Family party game apps4 entriesfirst seen 2026-03-02The cluster consists of family-oriented game apps that offer collections of quick multiplayer mini-games, playable on a single device or via online/SpaceShare features. With only two dated entries before the index start, the cluster's dated history is too thin to read a shape from—it predates the index or its members are undated. All three traction leaders (Streakhouse, TalkFlow, and Famzy) show zero activity stars, so no member currently stands out as a leader.
  20. Brazilian Portuguese book translators4 entriesfirst seen 2026-02-28This cluster consists of tools that translate literary or fan-fiction content into Brazilian Portuguese while preserving format and generating EPUB files. The dated history is too thin to discern a trend: only 3 dated entries exist before the index start, so no shape can be read. Traction leaders, all with zero stars, are oficina-traducao-editorial, twriter-bin, and ao3-tradutor.
  21. QR study accountability apps4 entriesfirst seen 2026-02-20This cluster consists of web and mobile apps that use QR codes for participant check-ins and accountability stakes in study or event settings. The dated history is too thin to read a shape from, predating the index or with undated members. study_stake leads on traction signal with 1 star of activity.
  22. Portuguese Bible reading apps4 entriesfirst seen 2026-02-19This cluster consists of web applications offering free online access to Portuguese translations of the Bible for personal or daily study. The dated entry history before the index start is too thin to discern any shape, with only one dated entry and most members lacking source dates. Traction leaders are bibliaalendatradu-o, biblia-sagrada-app, and Bíblia Sagrada Online, each with 0 stars, indicating no clear activity leader yet.
  23. Digital cemeteries for dead projects4 entriesfirst seen 2026-02-17This cluster comprises web apps that memorialize abandoned software projects—GitHub repositories, side projects, or failed startups—through interactive cemeteries, epitaphs, and burial rituals. The dated history before the index start is too thin to read a shape from (only 2 dated entries), so the cluster's timeline is essentially predated or undated. On activity signal, VibeCemetery leads with 1 star, while digital-graveyard and boneyard each have 0 stars.
  24. AI voice standup apps4 entriesfirst seen 2026-02-16This cluster comprises web apps that let remote teams record and share daily standup updates, with most using AI transcription to flag blockers and generate summaries. The dated history is too thin to read a shape from, as only four entries predate the index, so the cluster predates the index or its members are undated. On traction, all listed leaders have zero stars, with your-daily-standup-pal listed first.
  25. Citizen policy deliberation platforms4 entriesfirst seen 2026-02-16These platforms enable identity-verified citizens to debate, poll, and propose projects or policy measures, aiming to influence civic decisions. The cluster's dated history is too thin to read a shape from—only one dated entry exists before the index start, so the timeline predates the index or its members are undated. On traction, legisvisao leads with 1 star, while votalis and ekklesia — Direct Democracy each have0 stars.
  26. Crypto refugee crowdfunding4 entriesfirst seen 2026-02-14This cluster comprises crowdfunding platforms that facilitate cryptocurrency donations for refugee and humanitarian aid campaigns. The available dated history before the index start is too thin to discern a trend, with only one dated entry. Traction is minimal, as the leading platforms, afghanium and Relay Funder, each have zero stars.
  27. LEGO collector set discovery apps4 entriesfirst seen 2026-02-13This cluster is a set of LEGO-focused tools for discovering sets, comparing options, and tracking collections and inventories. Its dated history before the index is too thin to read a shape from — only one dated entry exists, so the cluster predates the index or its members are undated. On traction, StudsCollector leads the activity signal, followed by rho.kit and then Lego-set-finder, each with 0 stars.
  28. AI warehouse booking platforms4 entriesfirst seen 2026-02-10This cluster consists of platforms that help businesses find, compare, and book warehouse space, using AI chatbots and machine learning for property and pricing recommendations. The dated history is too thin to read a shape from—only 3 dated entries exist before the index start, so the cluster predates the index or its members are undated. On traction, smartspace leads with 1 star, followed by smartspace-main and warehouse_2026 at 0 stars.
  29. Private cloud file managers4 entriesfirst seen 2026-02-03This cluster consists of web-based cloud file managers that let users upload, search, sort, preview, and download files stored in private object storage buckets. The dated history before the index start is too thin to read a shape from — only 2 dated entries exist, so the cluster either predates the index or its members are undated. Traction leaders are AitherFiles and Infongs, each with 0 activity stars.
  30. Allergen-aware restaurant search apps4 entriesfirst seen 2026-01-30This cluster consists of mobile restaurant finders that filter nearby dining options by user allergens and dietary preferences, often with additional features like reservations or delivery. The dated history is too thin to read a shape from—only one dated entry exists before the index start, and two members have no source date, so the cluster likely predates index coverage. On traction, restaurant-journal leads the group, followed by EatGlutenFree and safebite, though all show zero stars.
  31. Squash club management apps4 entriesfirst seen 2026-01-19This cluster consists of web apps for squash club operations: league administration, court booking, opponent matching, player ratings, coaching tips, and lesson booking with trainer and wallet management. 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, SquashPro leads with 2 stars, while aasane-squash-liga and Airport Squash & Fitness Club have 0 stars.
  32. Home poker game trackers4 entriesfirst seen 2026-01-18This cluster consists of tools for managing home poker games, focusing on tracking buy-ins, calculating payouts and settlements, with some adding blind timers or leaderboards. The dated history before the index start is too thin to read a shape from — only 4 dated entries exist, so the cluster's timeline predates the index or its members are undated. Traction leaders by activity signal are stack-tracker, poker_count, and Poker-Ledger, each with 0 stars.
  33. Halal certification and traceability platforms4 entriesfirst seen 2026-01-15This cluster covers software for halal supply chain traceability, certification authority management, internal compliance workflows, and small-business halal record tracking. The dated history is too thin to read a shape from—only 2 dated entries exist before the index start, so the cluster predates the index or its members are undated. Traction leaders by activity signal are umkm-desa, zabiha-track, and INTERNAL-HALAL-CONTROL-SYSTEM-IHCS-, each with 0 stars.
  34. Dengue prevention and reporting platforms4 entriesfirst seen 2026-01-13This cluster consists of web-based platforms focused on dengue awareness, case tracking, and citizen reporting of mosquito breeding sites and arbovirus complaints, often serving both public users and health officials. The dated history is too thin to read a shape from, as only two dated entries exist before the index start, so the cluster predates the index or its members are undated. Traction leaders by activity signal include Dengue-Guard (1 star) and two others with 0 stars, indicating low but present engagement.
  35. Relationship red flag detectors4 entriesfirst seen 2026-01-12This cluster comprises tools that help users identify red flags in relationships, dating profiles, and matrimony profiles through assessments and text analysis. The cluster's dated history is too thin to read a shape from, with only one dated entry before the index start. On traction, fakeaccountdetection leads with 1 star, while others have 0 stars.
  36. Android wireless mirroring tools4 entriesfirst seen 2026-01-11This cluster consists of desktop applications that wirelessly pair with and mirror Android device screens, with some also offering control, battery monitoring, screenshot capture, and device information. The cluster's dated history is too thin to read a shape from — only one dated entry exists before the index start, so it either predates the index or members are undated. Traction is minimal: the three identified members each have zero stars, so no single leader emerges on activity.
  37. Wayland music visualization widgets4 entriesfirst seen 2026-01-10This cluster centers on Wayland desktop music visualizers and playback controllers, typically integrating with PipeWire and MPRIS. Only 3 dated entries exist before the index start, so the cluster's early history is too thin to discern a trend. The traction leaders are caelestia-equalizer, kute-bin, and hyprwave-hifi, though all currently show zero activity stars.
  38. motion sickness relief apps4 entriesfirst seen 2026-01-09This cluster comprises apps aimed at reducing motion sickness using visual or auditory interventions, such as heads-up windshield projection, drifting dot overlays, and a 100 Hz tone. The dated history is too thin to read a shape from, with only two dated entries before the index start, so the cluster predates the index or its members are undated. Traction leaders by activity signal are 100hz, Vehicle Motion Cues, and Middor, all at zero stars.
  39. Terminal Git commit graph clients4 entriesfirst seen 2026-01-09This cluster is terminal-based Git clients that visualize commit history as a graph for developers, with one also managing GitHub pull requests. 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. Traction leaders are gitoui-bin, serie-bin, and gitlogue-bin, each at 0 stars.
  40. E-commerce storefronts for artisan goods4 entriesfirst seen 2026-01-09This cluster consists of web-based e-commerce storefronts selling handmade or artisan products such as pickles, bangles, jewellery, silk, tea, and bracelets. Each offers standard commerce features including cart, checkout, payments, and an admin dashboard for order and inventory management. The cluster's dated history is too thin to read a shape from -- it predates the index or its members are undated. The clear traction leader is kopou-laravel, with 1 star, while umi and GoDDell-Store have 0 stars.
  41. Space trading and combat games4 entriesfirst seen 2026-01-09This cluster consists of space-themed games focused on trading, combat, and exploration, with some roguelite or strategy RPG elements. The dated history before the index start is too thin to discern a timeline shape—only three dated entries exist. On traction, the leaders are Star Trek Fleet Command, starloom-deep-routes, and SuperGalaxy, though all show zero stars.
  42. Sports draft simulation games4 entriesfirst seen 2026-01-07This cluster consists of web-based sports draft games where players build rosters from real or historical players, simulate seasons or brackets, and chase perfect records across different sports. Its dated history before the index is too thin (only 3 dated entries) to read a trend shape, so the cluster's pre-index trajectory is undetermined. LegacyRun leads traction among members, though none show any star activity yet.
  43. Terminal Instagram clients4 entriesfirst seen 2026-01-03This cluster consists of command-line tools for browsing Instagram content, including feeds, stories, and Reels, from a terminal or local dashboard. Only two dated entries exist before the index start, making the cluster's pre-index timeline too thin to read a shape from. All three traction leaders (instagram-research, reels-bin, instagram-cli) show zero stars, so no member currently leads on activity.
  44. AI jewelry imaging and CAD tools4 entriesfirst seen 2025-12-30This cluster covers AI tools for jewelry brands, spanning conversion of sketches into castable 3D STL files, generation of photorealistic images on human models, and automated retouching plus e-commerce catalog publishing. The dated history is too thin to read a shape from—only one dated entry exists before the index start, and some members are undated. Traction is led by juvai with 2 activity stars, while aura-studio-ai and AurumFlow.ai each have 0 stars.
  45. Terminal ASCII clocks and timers4 entriesfirst seen 2025-12-30This cluster comprises terminal-based clocks, timers, and stopwatches that render time as oversized ASCII-art or large textual output. The cluster's dated history is too thin to read a shape from—only 3 dated entries exist before the index start, so no trend can be inferred. Traction leaders are zeitx-bin, hyclock, and sigye, each with 0 stars.
  46. AI career guidance platforms4 entriesfirst seen 2025-12-28This cluster consists of AI platforms for students and early-career professionals to explore career paths, assess skills, and view salary insights. 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 career-craft-bot11, remix-of-careercraft-2ab9466b, and careercraft, each with 0 stars.
  47. Car repair learning apps4 entriesfirst seen 2025-12-21This cluster consists of mobile apps that teach car repair and maintenance through quizzes, diagnostic simulations, and gamified lessons. The dated history before the index is too thin to read a shape from, as only 2 dated entries exist, so the cluster likely predates the index or has undated members. Traction leaders are mechanicsimulation, PistonPath: Learn Cars Daily, and Mechanic -Car Repair, each with 0 stars.
  48. Mesh radio engineering tools4 entriesfirst seen 2025-12-21This cluster comprises web apps for analyzing Mesh Rider radio logs, computing mesh link budgets and hardware settings, and simulating antenna configurations for wireless projects. The dated history is too thin to read a shape from—only 3 dated entries exist before the index start, and 2 members have no source date at all. Traction is led by mini-rack-simulator (1 star), while spectrum-synth-hub and smart-antenna-design trail at 0 stars.
  49. 3D printed product marketplaces4 entriesfirst seen 2025-12-19This cluster consists of e-commerce platforms for browsing, ordering, and purchasing 3D-printed products, with features like search, filters, dynamic catalog management, and online payment checkout. The dated entry history is too thin to read a shape from—only three dated entries exist, predating the index or undated. Traction leaders are layrix.lab, productos3d, and opossum-3d, each currently showing 0 stars.
  50. AI photo-to-music apps4 entriesfirst seen 2025-12-17This cluster consists of mobile apps that generate an AI-based soundtrack from a single uploaded photo or image. The dated entry history before the index start is too thin to read a shape from — only three dated entries exist, so the cluster either predates the index or its members are largely undated. All traction leaders show zero activity, indicating no clear frontrunner among the identified apps.

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.