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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. Web security scanning extensions9 entriesfirst seen 2026-01-12This cluster consists of browser and IDE extensions that scan websites and code for security vulnerabilities, often focusing on AI-generated code, exposed secrets, and CVEs. The dated entries are sparse, with two appearing in April 2026 and single entries in June 2025, January 2026, and July 2026. ExecEndpoints leads traction with 12 stars, followed by WebXray and in-browser-sec-audit, each with 3 stars.
  2. AI healthcare front desk assistants9 entriesfirst seen 2026-01-11This cluster covers AI assistants that manage front-desk tasks for healthcare providers, including appointment scheduling, message triage, intake collection, and routing cases to human staff or departments. The cluster's dated history is too thin to read a shape from—only two dated entries exist before the index start, and traction is minimal, with all three named leaders at zero stars.
  3. Free design & dev resource curation9 entriesfirst seen 2026-01-11This cluster comprises web platforms and apps that curate free resources, tools, and assets for designers and developers. The dated history is too thin to read a shape from—only one dated entry exists before the index start, suggesting the cluster predates the index or most members are undated. DevFreebies leads on traction with 1 star, the highest activity signal among the tracked members.
  4. Linux performance tuning tools9 entriesfirst seen 2026-01-06This cluster comprises Linux desktop utilities for monitoring, tuning, and optimizing system and gaming performance, including hardware stats, driver settings, overlay configuration, and control centers for optimization daemons. The dated history is sparse: a single entry in 2011-11, then a gap until 2023-08, with subsequent entries spread across 2023-10, 2025-09, 2026-01, 2026-04, 2026-05, and 2026-07, suggesting a slow but steady recent cadence after an early outlier. Joyctl leads traction with 67 stars, while two other members have zero stars.
  5. Self-hosted AI generation tools9 entriesfirst seen 2026-01-02This cluster consists of self-hosted platforms and clients for AI image and video generation, including prompt managers, reselling websites, Android clients, and personal cloud hubs. The dated history is too thin to read a shape from, with only 3 dated entries prior to the index start. Traction is led by PocketComfy (2 stars), followed by pixel-prompt (1 star) and cloud-in-buzunar (0 stars).
  6. Virtual piano simulators9 entriesfirst seen 2026-01-01This cluster comprises virtual piano and other instrument simulators, mostly browser-based, that allow playing through mouse or computer keyboard, often with multiple instrument sounds, recording, and educational features. Dated entries appear sporadically from 2013 through early 2026, with single entries in isolated months and no consistent pattern, making the timeline thin and irregular. Traction is minimal, with moonlit-records leading at 2 stars and most members having zero stars.
  7. Print shop quote and ordering platforms9 entriesfirst seen 2025-12-31This cluster consists of web-based platforms for print shops to manage customer requests, ranging from quote request submissions to full ordering with automatic pricing and order tracking. Only one dated entry exists before the index start, so the cluster's dated history is too thin to read a shape from; it likely predates the index or most members are undated. Traction leaders are JM-print, Builder, and yopoeprint, each with 0 stars, indicating minimal observable activity.
  8. bodyweight exercise trackers9 entriesfirst seen 2025-12-31This cluster consists of fitness apps focused on tracking and coaching bodyweight exercises, particularly push-ups, with features like rep counting, progress statistics, and planned schedules. The dated history is too thin to read a shape from, as only one dated entry exists and it predates the index, so the cluster's entry timeline cannot be characterized. Among members with traction signals, CenturyFit leads with 1 star, followed by sportapp and rise-and-rep with 0 stars each.
  9. AI second-brain note apps9 entriesfirst seen 2025-12-29This cluster covers AI-assisted note-taking apps that aim to be a personal 'second brain' for organizing and retrieving information. The dated history is too thin to read a shape from, with only 2 dated entries months before the index start. The traction leaders, based on activity signal, are noteai, second-brain-lite, and solidify, all showing 0 stars.
  10. AI clinical note summarization9 entriesfirst seen 2025-12-28These products convert clinician consultation notes into professional summaries, action items, and patient-friendly emails. Their dated history, spanning April 2025 to April 2026, shows single entries in April 2025, December 2025, and then three consecutive months from February to April 2026, indicating a sporadic but not continuous pattern. The traction leaders, all with zero stars, are ecohealth-mvp, Noted: AI Clinical Note-Taking, and oncobrief.
  11. Online beauty academy platforms9 entriesfirst seen 2025-12-15This cluster comprises online platforms that teach beauty, body-care, and cosmetology skills, often paired with entrepreneurship or salon-based service offerings. The cluster's dated history is too thin to read a shape from, with only two entries predating the index start and five members lacking source dates. Traction leaders include metodolashem3diaws, NailMasteryHUB, and beauty-academy-online, each showing an activity signal of 0 stars.
  12. Self-hosted business management tools9 entriesfirst seen 2025-12-13This cluster consists of self-hosted business platforms that combine CRM, booking, invoicing, content management, and workflow automation, with one tool focused on TCO comparison and another on lead sales. The cluster's dated history is too thin to read a shape from — only two dated entries exist before the index start. On traction, flowwink leads with 20 stars, while the other two named products have 0 stars.
  13. Senior care facility websites9 entriesfirst seen 2025-12-02This cluster consists of websites for senior care facilities, including nursing homes, long-term care residences, and senior community centers, typically presenting services, contact details, and basic informational pages. The dated history before the index start is too thin to read a shape from, with only one dated entry available. Traction leaders among these members are aanadshala, site-entrela-os-ilpi, and jesusmonrefuge, though none show significant activity signal (0 stars each).
  14. Interactive energy data maps9 entriesfirst seen 2025-12-02This cluster covers interactive web visualizations and map-based explorers for energy data, including offshore wind, coal economics, energy flows, and infrastructure. The dated history is too thin to read a shape from—only two dated entries exist before the index start, and most members are undated. On traction, marine-ai-assistant leads with 2 stars, while energy-map and FalkenBlick have 0 stars.
  15. Pizza ordering platforms9 entriesfirst seen 2025-12-01This cluster comprises 18 web and mobile applications focused on pizza ordering, featuring customer storefronts, menu browsing, cart management, and admin dashboards for order and menu handling. Dated entries are sparse, with 6 dated members spread across 2025-01, 2025-11, 2025-12, 2026-02 (2 entries), and 2026-05, showing no clear temporal pattern before the index start. The traction leaders are Slice-Hub, pizza-web-app, and cafe_pizza, each with an activity signal of 0 stars, indicating minimal observable engagement.
  16. Store rating web apps9 entriesfirst seen 2025-11-30This cluster comprises web applications for rating stores, featuring user authentication, role-based dashboards for admins, owners, and users, and store search with one-to-five-star ratings. The dated history before the index start is too thin to read a shape from, with only a single dated entry. On traction, Stores_Rating_System, Store-Hub, and store-rating-app lead with the highest activity signal, though each has zero stars.
  17. Quiz platforms with leaderboards9 entriesfirst seen 2025-11-20This cluster covers three quiz platforms that let admins create and manage quizzes while users or students take them, track scores, and compete on leaderboards. Five dated entries appear before the index start, spread thinly across June, October, and November 2025, and May 2026, offering no clear trend. All three members currently show zero stars on traction, so no single product leads that signal.
  18. Cohort retention analytics dashboards9 entriesfirst seen 2025-11-06This cluster consists of analytics dashboards for visualizing cohort retention, engagement, and customer success metrics like churn and revenue. The dated history is too thin to read a shape from, with only four dated entries before the index start. Traction leadership is led by Remix-Cohort-Analytics, followed by gtldashboard and vantara-customer-intelligence-platform, all currently showing zero stars.
  19. Multi-track motion design tools9 entriesfirst seen 2025-11-02This cluster comprises video and motion design editors that blend multi-track timeline editing with vector drawing, filters, and keyframe animation, producing video exports either locally or in-browser. Dated entries begin in December 2015, with a long gap until December 2019, then a single entry in January 2021, followed by a denser run from September 2025 through May 2026. Traction is led by Klipe, Kashida-Video, and Alight Motion, each showing an activity signal of 0 stars, indicating no notable traction yet.
  20. Gamified reading companion apps9 entriesfirst seen 2025-10-29These are gamified reading companion apps that blend progress tracking, AI quizzes, and AI chat to sustain reader engagement. Their dated history shows thin activity, with five entries from March 2024 to June 2026: a single entry in 2024, one in October 2025, then three in early 2026, indicating occasional rather than continuous growth. On traction, all three leaders (book_reader, BookQuest: Reading Tracker, and Enchanted Reads) show zero stars, so no single product leads.
  21. Link aggregation and navigation portals9 entriesfirst seen 2025-10-25This cluster consists of web tools that curate, aggregate, and organize links into a single navigable page or directory for quick access. The dated history is too thin to read a shape from, with only 2 entries before the index start and 1 member lacking a source date. The traction leaders are link-navigator-hub-6ad64e16, link-navigator-hub-286f4d85, and smart-nav, each with 0 stars.
  22. Campus meal planning apps9 entriesfirst seen 2025-10-20This cluster comprises apps for campus food tracking, meal planning, and dining budget management targeted at college students. The dated history before the index start shows sporadic entries in January 2025, September 2025, two in October 2025, and one in July 2026, indicating no clear trend. Traction leaders based on activity signal are NittanyBites, buckeyegrub, and DineSight, each with 0 stars.
  23. Real-time web chat rooms9 entriesfirst seen 2025-10-18This cluster consists of web-based real-time chat applications that enable users to exchange text messages in private or group rooms, often with features like usernames, country flags, and file sharing. Dated entries appeared sporadically from February 2025 through July 2026, with monthly counts fluctuating between 1 and 4, showing no clear directional trend. The traction leaders are Live-Chat, SwiftTalk, and Chatzy, each with 0 stars, indicating minimal to no user activity signal.
  24. Healthy restaurant menu websites9 entriesfirst seen 2025-10-14This cluster comprises websites for healthy fast-food restaurants, organic food restaurants, and healthy meal kitchens that showcase menus, photos, and recipes. The dated history is too thin to read a shape from, with only one dated entry prior to the index start, suggesting the cluster either predates the index or its members are largely undated. Among the traction leaders, yamiin-jaiyanas-test-q2 shows the highest activity signal, although all listed members have zero stars.
  25. IT certification practice exam apps9 entriesfirst seen 2025-10-04This cluster consists of web-based practice exam and certification prep applications for various IT certifications, primarily AWS, Azure, CCNA, and Kubernetes Security. The cluster's dated history is too thin to read a shape from—only three dated entries predate the index start. CloudCertPrep leads on tractionwith 61 stars; other members show minimal activity.
  26. Generative music and visuals apps9 entriesfirst seen 2025-10-03This cluster contains apps that generate music from non-musical inputs like images, sketches, movement, or data streams, as well as apps that transform audio into visual videos. The dated history is too thin to read a shape from—only 4 dated entries exist before the index start, and 4 members are undated. Traction is low overall, with Webarmonium leading at 1 star, while soundown and Drawtomusic have 0 stars.
  27. Tea and beverage ordering apps9 entriesfirst seen 2025-10-03The cluster comprises web and mobile applications for ordering tea and beverages, ranging from custom drinkware sales to group order coordination and admin dashboards. The dated history is thin: only four dated entries exist from before the index start, too few to discern any shape, indicating the cluster either predates the index or its members are largely undated. Traction leaders by activity signal are WebsiteCasa, Apply-Boisson, and RussTea, each showing 0 stars, suggesting minimal user engagement.
  28. Ad campaign analytics tools9 entriesfirst seen 2025-09-17This cluster comprises analytics and optimization tools for digital advertising campaigns across platforms like Amazon, Google, Meta, and TV, offering performance tracking, diagnostics, and suggested actions. The cluster's dated history is too thin to read a shape from, as only three dated entries exist before the index start and nine members have no source date. Traction leaders are sellerppc, diagnosticotrafego-ff6033cf, and agent-amazon, each with zero stars, indicating minimal public traction.
  29. Student mental health platforms9 entriesfirst seen 2025-09-15This cluster comprises web and mobile apps focused on student mental health and wellbeing, offering self-assessments, stress-management resources, campus support discovery, habit tracking, and guidance for faculty. Seven dated entries appear between July 2019 and January 2026, with most clustered in late 2025 and early 2026 after a multi-year gap. Traction leaders are 2026-2-mind-check, CampusCare, and Panther-Wellness, all with zero stars.
  30. AI text-to-video creation apps9 entriesfirst seen 2025-09-13This cluster comprises AI applications that generate video content—ranging from talking-head clips and storyboarded films to fully produced episodes—from text descriptions, scripts, or story ideas. Dated entries before the index start show a single product in October 2020, then a gap until June 2025, followed by a sparse but steady trickle of entries through July 2026, with two entries each in September and October 2025. storyboard-agent and verse-studio lead on traction with 2 stars each, while wander has 0 stars.
  31. Field operations management platforms9 entriesfirst seen 2025-09-08This cluster consists of seven products focused on scheduling, dispatching, and tracking field workforces, with features like real-time dashboards, GPS check-ins, approvals, and offline capture. The dated entry history is too thin to read a shape from—only three dated entries exist before the index start, and some members are undated. Among the traction leaders, field-sync has the highest activity signal with 1 star, while fieldwork-management-system and sunpride-turbo each have 0 stars.
  32. Campus tech event registration apps9 entriesfirst seen 2025-09-07This cluster consists of web apps for registering attendees at coding and technology events, typically on college campuses. The dated history is too thin to read a shape from, as only one dated entry exists before the index start, and many members lack source dates. The traction leaders, based on activity signal, are ucsc-devfest, Spardha-2k26, and codestars-10-wala, each with zero stars.
  33. AI produce freshness scanners9 entriesfirst seen 2025-09-07The cluster comprises AI web and mobile apps that assess ripeness or freshness of produce from photos, often providing scores, recommendations, or guidance. The dated history before the index start includes only two entries, so the cluster's dated history is too thin to read a shape from. Freshness-Detector leads on traction with 2 stars, while other dated members have 0 stars.
  34. On-device Mac face unlock9 entriesfirst seen 2025-09-06This cluster comprises macOS utilities that unlock a Mac using on-device face recognition, emphasizing privacy by keeping data local. The cluster's dated history is too thin to read a shape from—it predates the index or its members are undated. Among products with activity signals, FaceUnlock leads with 8 stars, followed by LookID and Glance.
  35. CLI clipboard copy tools9 entriesfirst seen 2025-09-01The cluster consists of command-line utilities that copy file contents, images, or selected text to the system clipboard, often for pasting into other applications. The dated history is sparse, with single entries in April 2021, June 2022, October 2022, May 2025, September 2025, and March 2026, and a grouping of three entries in July 2026. Traction leaders by activity signal are harvcode, cpcat, and ezc-bin, all reporting zero stars.
  36. Paid foreign chat platforms9 entriesfirst seen 2025-09-01This cluster is made up of chat services and web platforms that pay users—often Kiswahili speakers in Tanzania—to converse with foreigners, with earnings paid via mobile money or an in-app balance. The cluster's dated history is too thin to read a shape from: only one pre-index entry exists and seven members have no source date. On traction, velasite, cChatearn, and No-Cry Quest lead, each with 0 stars.
  37. Media metadata library organizers9 entriesfirst seen 2025-09-01A cluster of desktop tools that scrape and organize media metadata from local or network storage, rename files by matching online databases, and build searchable libraries. The cluster's dated history is too thin to read a shape from (only 2 dated entries pre-index). Traction is led by EmbyMetaEditor (8 stars), followed by Meta-Pic-Interrogator (2 stars) and PersonalMediaManager (1 star).
  38. Startup manager desktop utilities9 entriesfirst seen 2025-09-01This cluster comprises desktop utilities for managing startup applications and scripts, enabling users to view, add, edit, enable, disable, or delete autostart entries. The cluster's dated history is too thin to read a shape from, as only four dated entries exist before the index start. Traction leaders include BootLens and Windows-Startup-App-Manager, each with 2 stars, while StartupInspector has 1 star.
  39. Firewall rule management tools9 entriesfirst seen 2025-08-20This cluster comprises applications and interfaces for configuring, monitoring, and managing firewall rules across diverse platforms, including mobile apps, terminal CLIs, and GUIs, targeting systems like OPNsense, iKuai, ufw, and iptables. The dated entries appear sparsely from March 2013 through June 2026, with a nearly decade-long gap between August 2014 and July 2024, followed by several individual entries in 2024–2026. The traction leaders, based on activity signal, are ikuai-cli, AFWall+, and OPNsense Manager, though all show 0 stars.
  40. document format conversion tools9 entriesfirst seen 2025-08-19These products are web-based document converters, primarily converting Word to PDF and vice versa, including an HTML-to-PDF API and an online converter with editing capabilities. The cluster's dated history is too thin to read a shape from -- it predates the index or its members are undated. Among members with activity signals, Word-To-PDF-Converter leads with 1 star, while Convert-Karoand renderly each have 0 stars.
  41. random task pickers9 entriesfirst seen 2025-08-18This cluster consists of apps that randomly select or shuffle tasks from a user's to-do list to help decide what to work on next, reducing decision paralysis and adding variety. The dated history is too thin to read a shape from—only 4 dated entries exist before the index start, and 2 members have no source date, so the cluster's pre-index timeline is essentially undetermined. do-this.today leads on traction, followed by Improvement Roll and weekly-task-randomizer, all with low star counts.
  42. Faith-based online storefronts9 entriesfirst seen 2025-08-18This cluster consists of online storefronts selling faith-based and gospel-themed products, including books, Bible study resources, coloring books, and related publishing items. The cluster's dated history is too thin to read a shape from, with only one dated entry before the index start and most members lacking a source date. Traction leaders by activity signal are vicky-website-redesign-demo-mark, annonce-levangile, and faithandcolorpublishing, each currently at zero stars.
  43. AI daily planning apps9 entriesfirst seen 2025-08-17This cluster consists of AI-powered personal planning apps that generate daily schedules, routines, or month-long plans from user goals, habits, or constraints. Dated entries are sparse: one in October 2019, one in August 2025, and three in January–February 2026, indicating recent renewed interest but a thin overall history. Traction is minimal, with the top three products (a-todo-list, Planner, Tiimo) each showing zero stars.
  44. Online tire retail platforms9 entriesfirst seen 2025-08-17The cluster comprises web-based platforms for browsing, comparing, and purchasing automotive tires, often including delivery and installation via partner centers or local vendors. Its dated history is too thin to read a shape from, as only four pre-index entries exist and five members are undated. Traction leaders are tire-reseller, GiovanisTires, and tyrepal-hub, each tied at zero stars.
  45. AI mentoring study apps9 entriesfirst seen 2025-08-17This cluster consists of AI-based study mentors: apps that provide mentor-style guidance, answer learner questions, create personalized study routines, and track progress. Among the five dated entries before the index start, one entry appeared in each of 2024-04, 2025-06, 2025-08, 2025-11, and 2026-03, so the dated history is sparse and irregular rather than forming a clear trend; three members have no source date. The named traction leaders are benzin, Fling AI: Personal Assistant, and ai-guided-learn, with ai-guided-learn showing the highest star count (2).
  46. Photo-based home inventory apps9 entriesfirst seen 2025-08-16This cluster consists of mobile apps that create home or property inventories from photos, often room-by-room, with item values and insurance-ready reports. The dated entry history shows a sparse series of single entries across 2013–2026, with the final pre-index month containing three entries. Traction leaders, based on activity signal, are ItemMap: 3D Inventory Scanner, Trovy - Home Inventory, and Trove — Home Inventory, all with zero stars.
  47. Job portal web apps9 entriesfirst seen 2025-08-12This cluster consists of web-based job portals that connect employers and job seekers for posting, browsing, searching, and applying to positions. The dated history before the index start shows sporadic entries from April 2025 through January 2026, with a few months having two entries and no clear trend. Among traction leaders, hirrd leads with 1 star, while karirku and Human-Power-ConsultoraRRHH each have 0 stars.
  48. Small business KPI dashboards9 entriesfirst seen 2025-08-07These are web-based dashboards designed to surface key performance indicators, financial metrics, and operational data for small businesses and specialized organizations. The cluster's pre-index history is too thin to discern a trend, with only four dated entries, and three members lacking source dates entirely. Among those with traction signals, dashboardasf leads with one star, while Dashboard1 and mommee-bee-dashboard have zero stars.
  49. AI contract clause analysis tools9 entriesfirst seen 2025-08-03These tools use AI to extract clauses from contract PDFs, flag risky or non-standard clauses, and generate compliance assessments for legal review. The cluster's dated history is too thin to read a shape from — it predates the index or its members are undated, with only 3 dated entries before the index start. Traction leaders listed are Clauseguard (1 stars), LexAI (0 stars), and ai-contract-intelligence (5 stars).
  50. Chore-based screen time rewards9 entriesfirst seen 2025-07-31This cluster consists of parental-control and family apps that let children earn screen time by completing chores with photo proof, which parents approve. Dated entries before the index start appear sporadically from July 2025 through July 2026, with months having one or two entries and several gaps. Traction is led by Piggy - Earn Screen Time, ScreenQuest Parent, and taskr, 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.