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WHITESPACE · CLUSTER INDEX · 9,406 CLUSTERS

Clusters

Every group of products the index has found building the same thing. Biggest collisions first, or newest first — all 9,406 of them, 50 to a page.

  1. Plant care and identification apps566 entriesfirst seen 2017-06-07This cluster comprises mobile and web apps for plant care, covering photo-based plant identification, disease and pest diagnosis, personalized watering and care reminders, and growth tracking for houseplants and gardens. Entries began in June 2017 and increased gradually over time, with monthly counts rising from single digits in early years to double digits in 2025 and 2026, though 32 members lack source dates. Traction leaders include plantdoc with 4 stars, and KISAN-MITRA and AI-BASED-FERTILIZER-AND-INPUT-USAGE-OPTIMIZATION with 3 stars each.
  2. Medication adherence reminder apps337 entriesfirst seen 2010-05-25This cluster consists of mobile and web apps for medication scheduling, dose reminders, adherence logging, refill alerts, and some caregiver or AI-assisted features. Entry counts were sporadic from 2008 through 2024, then gradually increased in frequency through 2025 and into early 2026, with the largest monthly counts occurring just before the index began. The traction leaders by activity signal are dosi-app, Medfolio, and MediTime.
  3. Astrology horoscope chart apps333 entriesfirst seen 2008-11-13This cluster comprises astrology, horoscope, and birth chart applications spanning Vedic, Western, Chinese, and other traditions, with features like daily predictions, compatibility reports, astrologer consultations, and astronomical calculations. Dated entries begin in November 2008 and continue with sparse monthly counts (mostly 1-4) through 2017, then gradually increase from 2018 onward, reaching 8-9 per month in early 2026; 27 members lack source dates. Traction leaders by activity signal, all with zero stars, are Lunation - Moon & Astrology, Astrotalk - Talk to Astrologer, and Eris: Compatibility Astrology.
  4. Baby tracking and monitoring apps315 entriesfirst seen 2009-02-20This cluster comprises mobile and web apps for parents and caregivers to track and monitor infant feeding, sleep, diapers, growth, milestones, and sometimes live video/audio or predictive coaching. The dated history runs from early 2009 with sporadic single entries monthly, gradually increasing through the 2010s and accelerating to double-digit monthly counts by early 2026. Traction leaders—Baby Milestone Tracker Sprouty, Dreamer - Baby Sleep Tracker, and BabyZen - Baby Sleep Tracker—each show 0 stars, indicating very low user traction.
  5. Subscription tracking apps304 entriesfirst seen 2012-04-13This cluster consists of apps that track recurring subscriptions, renewal dates, and associated spending, often with reminders, analytics, and privacy or offline modes. Entries appear sporadically from 2012, with a slow trickle through the mid-2010s and early 2020s, followed by a marked increase in monthly entry counts from late 2025 through mid-2026. The traction leaders are Suberry, subscription-tracker, and Recur: Subscription Tracker, though each shows a minimal activity signal (0-1 stars).
  6. Inventory and stock management apps274 entriesfirst seen 2021-09-23This cluster covers inventory and stock management applications for businesses, ranging from small stores to warehouses, with features for product tracking, stock levels, alerts, orders, and reporting. The dated entry history is sparse from 2017 through early 2025, then picks up with higher monthly counts starting in April 2025, reaching 5–11 entries per month through mid-2026. Among the 230 members, stockflow and Argus show the strongest traction signals (1 star each), while homestock trails with 0 stars.
  7. Mobile consumer VPN apps248 entriesfirst seen 2010-07-31This cluster comprises mobile-first VPN applications that emphasize IP masking, traffic encryption, one-tap connections, global server networks, and no-log policies for private browsing. Entries appear regularly from 2010 through mid-2026, with a gradual increase in the rate of new products in recent years. Traction is led by iOSWebProxyFilter (3 stars), while other named members have 0 or 1 star.
  8. Vehicle maintenance tracker apps244 entriesfirst seen 2008-11-11This cluster comprises mobile and web apps for logging vehicle maintenance, service history, fuel costs, and reminders, with some offering OBD diagnostics, fleet management, or insurance/renewal tracking. Entry dates are sparse and intermittent from 2008 through early 2025, then become more frequent in the year before the index start, with the highest monthly counts in mid-2026. The traction leader by activity signal is Car-Check (2 stars), while carloan-rn and Carmainty: Car Maintenance Log trail with 0 stars.
  9. Menstrual cycle tracking apps228 entriesfirst seen 2005-12-02This cluster comprises mobile and desktop applications that help users monitor menstrual cycles, predict ovulation, log symptoms and moods, and often provide fertility insights, reminders, and privacy-focused on-device storage. The dated history begins in December 2005 and shows a steady but irregular cadence of new product entries, becoming more frequent in the years just before the index began (e.g., 2026-01, 2026-04). Traction leaders (siklusku, Mooneva Period & Cycle Tracker, Lunara: Period Tracker) all have zero stars, indicating no product has yet emerged as a frontrunner.
  10. Sticker pack and meme apps227 entriesfirst seen 2012-02-17The cluster spans messaging sticker packs, custom sticker creation tools, sticker keyboards, and related meme/GIF utilities, with 153 similar products. Entries appear in most months from 2012 through 2026-07, with counts rarely exceeding five; the highest pre-index monthly count is six in 2016-09. The products are overwhelmingly consumer-focused, often niche-themed. Bippy, getstickers, and stamp have the highest activity signal, each with zero stars.
  11. Parental control and screen time apps210 entriesfirst seen 2009-02-06This cluster consists of parental control and monitoring apps that help parents manage children's device usage through screen time limits, content filtering, app blocking, and in many cases location tracking, with several incorporating chore-based rewards and parental approval workflows. The dated history shows sparse, steady monthly entries from 2009 through 2025 (typically 1-5 per month), followed by a marked build-up in early 2026 with monthly counts between 3 and 11 before the index began, indicating a recent acceleration in product submissions. On traction, aegis-ebeveynapp and aegis-cocukapp lead with 1 star each, while Piggy - Earn Screen Time trails with 0 stars.
  12. Civic issue reporting platforms200 entriesfirst seen 2025-05-21This cluster consists of web and mobile platforms that let citizens report, track, and manage municipal issues like potholes, streetlight failures, and public service requests, often with AI-assisted classification, routing, and transparency features. Entries dated before the index start appear steadily from March 2025 to July 2026, with the highest monthly counts in August and September 2025. Traction is led by pothole-reporter with 142 stars, far ahead of CivicFix and Jawafdehi, each at 4 stars.
  13. Habit tracking web apps187 entriesfirst seen 2019-11-06This cluster comprises web apps that let users log daily habits, monitor streaks, and view progress via calendars or charts. The dated entries begin with a lone entry in January 2014, then resume in January 2025 and appear in most subsequent months, with the highest monthly count (6) in January 2026. Traction is led by Neuroroutine with 2 stars, while goalberry-habit-tracker and diem each have 0 stars.
  14. Real estate listing platforms182 entriesfirst seen 2025-01-28This cluster consists of web and mobile applications for browsing, searching, and managing real estate property listings for sale or rent, with common features like filters, detail views, and agent contact. Dated entries are sparse from 2009 through 2024, then appear more regularly from 2025 onward, though 57 members have no source date and the prior-to-index timeline is too thin to read a clear shape. Traction among dated members is low, with the highest activity signals being a few projects with 0–3 stars.
  15. AI conversational language tutors179 entriesfirst seen 2011-12-19This cluster comprises AI-powered apps and platforms that coach language speaking through interactive conversations, real-time pronunciation and grammar feedback, and role-play scenarios, spanning English, German, Spanish, Finnish, Hebrew, and 25-language companions. Entry activity was thin before 2023, then rose steadily through 2026 with periodic clusters of launches, especially in late 2024 and early 2026. Traction is led by english-agent (4 stars), followed by sini-alkhafif-app (3 stars) and kalyma (1 star).
  16. Islamic worship and Quran apps179 entriesfirst seen 2010-04-02This cluster comprises 94 products supporting Islamic practice—Quran reading, study, recitation, prayer times, Qibla direction, and related worship tools. Dated entries appear sporadically from 2010 through mid-2026 with no strong trend; over half of members have no source date. Traction is led by qafiyah (93 stars), with iShamela (6 stars) and jadwal-sholat-app (4 stars) trailing.
  17. Digital wedding invitation apps178 entriesfirst seen 2025-02-19These products are digital wedding invitation websites and apps that let couples create and share invitations, present event details, and collect RSVPs, often with extras like schedules, countdowns, galleries, and gift lists. The dated history shows sporadic entries from January 2025, with the most entries in June and July 2026 (4 each) before the index started, indicating a slow but steady trickle that modestly rises in mid-2026. Traction leaders, based on activity signal, are elene-wedding, eternelle-wedding-invites, and invitaciones-gdl, each with 0 stars.
  18. App blockers & screen time limiters157 entriesfirst seen 2020-12-15This cluster comprises 41 products focused on blocking distracting apps and websites, scheduling focus sessions, and tracking screen time to help users reduce digital distractions. Dated entries begin in April 2014 and increase gradually over the years, with the highest monthly counts occurring in late 2025 and early 2026. On traction, umbra leads with 8 stars, while the next highest show 0 stars.
  19. Data visualization dashboard apps156 entriesfirst seen 2025-02-07This cluster comprises web-based dashboard applications that visualize and monitor data and metrics across diverse domains, including employee performance, system telemetry, business analytics, and sector-specific data such as healthcare and public records. The dated entry history shows a single outlier in 2016, then a consistent pattern of monthly entries from early 2025 through mid-2026, with a relatively high count in March 2025 and ongoing activity each month. Traction leaders based on activity signals are jiramage-ui (2 stars), performance-tracker-dashboard (1 star), and ephyra (1 star).
  20. Wedding planning apps154 entriesfirst seen 2011-01-22This cluster consists of wedding and event planning apps that centralize guest lists, budgets, checklists, vendors, and seating for couples and planners. The dated entries stretch from 2009 through mid-2026, with monthly counts typically between 1 and 8, and a peak of 15 in July 2026. Traction is minimal; the leading members (Sanjog: Sikh Wedding Planner, Wedding-planner, claude-code-31) each have 0 stars, indicating no clear traction leader.
  21. News aggregation apps153 entriesfirst seen 2012-02-09This cluster comprises news aggregation and reading applications, including mobile apps, web platforms, and developer APIs that pull headlines from multiple sources, often with personalization, summarization, or reward features. Entries were sporadic and low from 2010 through 2024, then increased in monthly frequency from early 2025 to mid-2026. Traction is led by ai-world-news with 5 stars, while NewsHub and search-agent each have 1 star.
  22. Event and festival websites152 entriesfirst seen 2025-05-05This cluster consists of event websites for festivals, conferences, symposia, and similar gatherings, all providing event details, schedules, and registration. Dated entries show a steady, low-volume flow from March 2025 through June 2026, with occasional months of two or three entries—a shape too flat to read a trend from. The traction leader is 'pantheon' with 2 stars, while 'ecodigital-event' and 'SPARDHA--2k26' have 0 stars.
  23. Telegram storefront commerce bots150 entriesfirst seen 2026-04-18This cluster centers on Telegram bots and mini apps that function as storefronts and commerce tools for small sellers, covering product catalogs, carts, order management, payment approvals (QRIS, card, crypto), auto-delivery of digital goods, and price monitoring. The pre-index dated entry history is sparse and uneven, with single or double entries per month from November 2025 through July 2026, reaching a maximum of two in April and June. Traction leaders are Merchant-bot and telegram-store-bot-v1, each with 6 stars.
  24. Dating and matchmaking apps148 entriesfirst seen 2012-08-03This cluster comprises 133 dating and matchmaking products, including swipe-based apps, niche community platforms (e.g., Persian, Malayali, runners, Spotify-based), and matrimonial services. Dated entries span from March 2009 to July 2026, with a steady appearance of new products and a slight rise in 2025–2026. Among traction leaders, dating-app holds 1 star, while runIN and matrimony hold 0 stars.
  25. Investment portfolio tracking apps143 entriesfirst seen 2025-03-01The cluster consists of web applications that help individual investors and traders track stock prices, manage portfolios, monitor performance, and analyze market data. The dated entry history before the index start is thin through most of ‌2022, then picks up with a gradual climb from early ‌2025, reaching its heaviest creation around late ‌2025 and early ‌2026 before tapering. Traction leaders are Fandance-PWA, portfolio-alert, and daily-digest, each showing a zero-star activity signal.
  26. Color palette and theme tools143 entriesfirst seen 2021-11-28This cluster comprises color-palette generators, theme managers, and color utility apps for designers and developers, covering mood-based palettes, contrast checking, and exports to Tailwind, terminal themes, and design files. Dated entries are sparse from 2017 through early 2024, then appear more regularly at one to two per month through mid-2026. farbwerk leads traction with 50 stars, while stylesync and stitch-and-shades show 0 stars.
  27. Pet health record tracking apps138 entriesfirst seen 2013-04-22This cluster consists of mobile and web apps that let pet owners track health records, vaccinations, medications, vet visits, and daily care routines for dogs, cats, and other pets, with reminders and often family sharing. The dated entry history runs from March 2012 through July 2026, remaining sparse through early 2020, then gradually increasing from 2021 onward, with a pronounced rise from September 2025 and a peak of 9 entries in June 2026. Traction leaders, measured by activity signal, are clawtag and NuomiPet, each with 2 stars, while The Pack by Zoetis has 0 stars.
  28. Speech transcription and text-to-speech apps135 entriesfirst seen 2014-07-13This cluster comprises web apps, extensions, and mobile tools that convert speech to text (with features like timestamps, speaker identification, translation, and summaries) and convert text to speech (with selectable voices, languages, and emotions). Dated entries show a single product in 2014, then a long gap until 2020, followed by a steady but irregular stream from early 2025, reaching its highest monthly count of 5 in February 2026 before the index start. Traction is led by whatsapp-voice-to-text (11 stars) and mainavoice-web (4 stars, listed twice).
  29. Free casino slot apps133 entriesfirst seen 2011-11-07This cluster consists of mobile apps offering free-to-play, Vegas-style slot machine games with virtual currency, daily bonuses, and tournaments, explicitly avoiding real-money gambling. Entries appeared steadily from November 2011 through mid-2025, with occasional months of higher launch activity but no consistent growth pattern. Traction leaders include Jackpot Crush - Casino Slots, Cash Tornado™ Slots - Casino, and Vegas Casino Slots - Mega Win.
  30. Music practice and metronome apps133 entriesfirst seen 2011-02-02This cluster comprises apps that support musicians' practice, centered on metronomes, tuners, recording, and progress tracking. New entries have appeared in most months since 2010, with the monthly frequency generally increasing over time and reaching its highest counts in 2025 and the first half of 2026. Traction is led by practicetab and tempodeck, each with a single star of activity signal, followed by TonalEnergy Tuner & Metronome with no stars.
  31. Gamified family chore apps132 entriesfirst seen 2013-04-05This cluster consists of mobile and web apps that gamify household chores and daily routines for families, using points, rewards, and parent approval to encourage children's responsibility. Dated entries are sporadic from 2013 to 2021, then become more frequent from 2022 onward, with the highest monthly counts occurring in 2026. Among the traction leaders, ChoreBoard exhibits the highest activity signal with 1 star, followed by Chore Chart Tracker: GrowTide and clark-cup with 0 stars each.
  32. Financial market dashboards128 entriesfirst seen 2025-02-03This cluster consists of web-based dashboards for market data, portfolio tracking, trading signals, and financial analytics across asset classes such as stocks, options, futures, and prediction markets. The dated history starts with single entries in 2020 and 2021, then shows increasing monthly entries from early 2025 through mid-2026, with peaks of three entries in February 2025 and February 2026. Traction leaders include hanai-investment-dsh with 112 stars and post-investment-platform with 103 stars, followed by os-bloom at 19 stars.
  33. DeepSeek Harness desktop wrappers122 entriesfirst seen 2026-08-13This cluster consists of 122 products that wrap, theme, extend, or provide desktop shells around DeepSeek Harness and DeepSeek AI chat, including native macOS/Windows clients, plugins, and pet-style utilities. The cluster's dated history is too thin to read a shape from — only one pre-index dated entry exists, so it predates the index or its members are undated. On traction, dsh-desktop leads with 23,834 stars, followed by deepseek-harness-desktop (1,707) and dsh-infinite-gen-2 (1,026).
  34. Markdown note-taking apps121 entriesfirst seen 2018-05-10This cluster contains 99 similar products centered on Markdown-based note-taking and knowledge management, spanning desktop, mobile, web, and command-line apps. The dated entries (before the index began in 2026-08) appear sporadically from 2011 onward, with a gradual increase in frequency in 2024-2026, but no dramatic spike; many members (13) have no source date. The products with the strongest traction signals are ForeJot (101 stars), pane (55 stars), and kankan-shoucang (35 stars).
  35. Clinic operations management software117 entriesfirst seen 2025-02-10This cluster consists of web-based applications for managing clinic and hospital operations, including appointment scheduling, patient records, billing, staff workflows, and sometimes prescriptions or inventory. The dated entry timeline before the index start shows an isolated entry in November 2022, then a continuous run from January 2025 through July 2026, with monthly totals ranging from 1 to 6 and the largest totals in May 2025 (6) and May 2026 (5). Traction leaders, as measured by activity signal, are General-hospital-system (3 stars), Hospital_Management_System (2 stars), and Profusion (0 stars).
  36. Online course delivery platforms115 entriesfirst seen 2025-02-01This cluster consists of online learning and course delivery platforms, ranging from general course marketplaces to niche educational portals for specific subjects, regions, or institutional use. Dated entries are sparse before 2025, then become a steady stream from early 2025 onward with occasional monthly peaks of five or six entries before the index start. Traction leaders are Learning_Platform (3 stars), Classgrid_marketting (2 stars), and dos-app-new (1 star).
  37. Cryptocurrency market tracking apps114 entriesfirst seen 2025-02-16This cluster consists of 67 web and desktop applications focused on real-time cryptocurrency price tracking, market data, portfolio management, alerts, and news aggregation. Dated entries are sparse from 2014 through 2024, then become more frequent starting in early 2025, with the highest single-month activity of 4 entries in April 2026, though the overall early history is too thin to identify a clear long-term shape. Traction leaders are CoinMonitor with 3 stars, SStateMarketTerminal with 1 star, and Crypto News: Prices, Alerts with 0 stars, indicating a generally low but present user engagement signal.
  38. Barbershop booking and management apps113 entriesfirst seen 2019-03-04This cluster comprises web and mobile applications for barbershop and salon appointment booking, scheduling, staff management, and payment processing. Dated entries span from October 2015 to July 2026, with sporadic early entries and a noticeable increase in monthly counts from 2025 onward, peaking at 6 in July 2026; 7 members lack source dates. The traction leaders (gg-barbearia, barber, biz-appt-star) each show 0 stars, indicating minimal external traction.
  39. Job application trackers112 entriesfirst seen 2025-03-11The cluster consists of web and a few mobile apps that help job seekers organize and monitor their job search, primarily by tracking applications, statuses, interviews, offers, and sometimes resumes, reminders, and analytics. Dated entries appear steadily from February 2025 to July 2026, with monthly counts ranging from 1 to 5, indicating a consistent but low-volume creation pattern. Traction is minimal, with only one member, Job-Application-Tracker, showing any star activity (2 stars), while devtrack and jobsitejedi have zero.
  40. Car rental booking platforms112 entriesfirst seen 2025-02-03This cluster consists of software for reserving, managing, and operating vehicle rentals, covering customer-facing booking sites, admin dashboards, peer-to-peer marketplaces, and niche offerings (vans, campers, luxury cars, airport parking). Timed entries date back to 2012 and 2019, but the bulk of dated members appear from early 2025 through mid-2026, giving the cluster a long tail with a denser recent period. Traction signals are flat, with the top members (car-booking-mvp, bookfleet_website, NA-RENT-A-CAR) all at 0 stars.
  41. Rental property management apps110 entriesfirst seen 2015-05-22This cluster comprises web and mobile applications for rental property management, covering tenant tracking, lease management, rent payments, maintenance requests, utility billing, and similar operational tasks. The dated entries show a few launches in 2015, then a long gap until a concentration of new members from early 2025 through mid-2026. On traction, property-manager leads with 1 star, while Landlordy Property Management and Rentals follow with 0 stars.
  42. Classic solitaire card games110 entriesfirst seen 2008-11-08This cluster collects classic solitaire card game apps, dominated by Klondike variants with draw modes, hints, undo, daily challenges, and customizable themes, plus some FreeCell, Spider, and multi-variant compilations. Dated entries before the index start form a long, steady trickle from November 2008 to June 2026, mostly one to three per month, so the timeline shows no pronounced trend. Traction leaders by activity signal are Solitaire Card Games, soloTest-reactNative, and Solitaire Classic, each at 0 stars.
  43. Appointment scheduling web apps109 entriesfirst seen 2025-02-13A cluster of web apps for booking and managing appointment slots across clinics, coaches, law firms, cafes, and other service businesses. Dated entries span from 2022-03 through 2026-07, but monthly counts (1-6) are too thin to read a shape from. Traction leaders are SetTime Appointment Scheduler (0 stars), stories-and-consultations-bakr-ismail (1 star), and smart-schedule (1 star).
  44. Self-hosted AI agent platforms108 entriesfirst seen 2025-02-07This cluster comprises platforms for building, deploying, and orchestrating AI agents, with a strong emphasis on self-hosting, multi-agent coordination, MCP integration, and automation of coding, content, and workflows. Dated entries before the index start show a gradual increase from 1-3 per month in 2025 to 3-7 per month in early 2026, indicating growing but not explosive adoption. Traction leaders are useagent (283 stars), MeshLAN (211 stars), and vicoa (144 stars).
  45. Real estate listing platforms106 entriesfirst seen 2025-06-27This cluster comprises 86 similar products that are property listing and discovery platforms, letting users search, browse, and contact agents about homes for sale or rent, with some offering scheduling, admin panels, or regional focus. Dated entries before the index start (22 total) appear as a steady trickle from March 2025 to June 2026, with small peaks in March 2025, July 2025, and December 2025. Among members with a traction signal, uae-rental-assistant leads with 1 star, while uylajoy and urbanliving have 0 stars.
  46. Movie discovery web apps106 entriesfirst seen 2025-02-26This cluster comprises web and mobile applications for browsing, searching, and discovering movies and TV shows, frequently pulling data from external databases and featuring details, trailers, ratings, and watchlists. Dated entries span from 2017 to mid-2026, but the majority appear from early 2025 onward, with a few per month creating a steady, low-level flow. The dated history is too thin to read a clear shape from, as most months have only 1–4 entries and many members are undated. Traction leaders are Movie-Night (3 stars), followed by assignment-wexa_ai (2 stars) and PowerFlicks (1 star).
  47. Terminal AI coding agents103 entriesfirst seen 2017-12-10This cluster comprises terminal-first AI coding agents and orchestrators that help developers plan, write, review, and supervise code from the command line, including multi-agent coordination and persistent background workers. Dated entries begin with a single product in 2017-12, then remain sparse until early 2025, when monthly counts rise irregularly to a pre-index peak of 10 in 2026-05, with 6 in 2026-02 and 2026-06 and 5 in 2026-04 and 2026-07. Traction leaders are tiny-engineer (274 stars), umadev (257 stars), and cocode (163 stars).
  48. E-commerce admin dashboards102 entriesfirst seen 2025-06-19This cluster consists of web-based admin dashboards for online stores, ecommerce shops, and retail brands, covering product, order, inventory, and customer management, with some including analytics, reporting, and role-based access. The dated history includes 21 entries between June 2025 and July 2026, with the highest monthly counts in November and December 2025. Traction leaders are Allbird-Admin and retailiq-sales-inventory-copilot, both with 1 star, while aijwaala-dash-admin has 0 stars; 10 members have no source date.
  49. Nonprofit organization websites102 entriesfirst seen 2025-04-23This cluster consists of institutional websites for nonprofits, charities, foundations, and NGOs that present their mission, programs, and ways to engage, often including donation collection and contact forms. The cluster's dated history is too thin to read a shape from—only three pre-index entries exist, so it predates or falls outside the index's dated coverage. Traction leaders by activity signal are Novo-site---CSTI, zakirat-trust-hub, and casa-mulher-paulista-itapetininga, though none have recorded stars.
  50. Chess and variant board games101 entriesfirst seen 2014-08-26The cluster consists of digital chess and chess-variant games, mostly web-based, offering play against AI or other players, with some featuring 3D graphics, coaching, or unusual variants. Entry dates before the index start span from 2011 to 2026, but with only 14 dated entries, the timeline is too thin to discern a clear shape. Traction leaders by activity signal are CHESS-APP (7 stars), followed by 4dchess and ChessTrainer (3 stars each).

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.