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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. Vehicle marketplace platforms53 entriesfirst seen 2025-06-11This cluster consists of 34 online marketplace platforms for buying and selling vehicles, including cars, motorcycles, spare parts, and import services, spanning regions from India and Indonesia to Switzerland and Africa. Dated entries before the index start were sporadic: a modest grouping in mid-2025 (single entries in March, April, May, then four in June), a gap until November, followed by occasional single or double entries through July 2026. The traction leaders are car-store-easy-cash, nexcpm, and AutoLink, each with 0 stars as the highest activity signal.
  2. AI customer support assistants53 entriesfirst seen 2025-05-24This cluster comprises AI-powered customer support tools that automate responses, answer queries from knowledge bases, and escalate to humans. The dated entry history before the index start is thin and irregular, with single entries in several months and two entries in two months. Traction is led by MooCow-Agent with 51 stars, far ahead of inbxer and SupportGenie at 3 stars each.
  3. Personal note-taking apps53 entriesfirst seen 2025-04-25This cluster consists of 14 personal note-taking apps focused on creating, editing, organizing, and storing notes. The dated entries before the index start show sporadic activity from 2020, with a modest increase around April–May 2025 (3 and 4 entries respectively) before tapering off. MyNotes-App leads on traction with 3 stars, while the other two listed products have 0 stars.
  4. NFT marketplace platforms53 entriesfirst seen 2025-03-12This cluster consists of NFT marketplaces and related tools for creating, buying, selling, and trading digital collectibles, spanning niches such as art, gaming, AI-generated assets, and themed collections. The cluster's dated history is too thin to read a shape from, as only three entries carry dates prior to the index start. Traction leaders are munjaz-hub, trocafiguras, and AlgoBazaar, though all show zero stars in activity signal.
  5. Travel guide & itinerary apps53 entriesfirst seen 2023-04-24This cluster covers travel guide applications that help users explore destinations via maps, itineraries, audio guides, offline content, and local recommendations. Entries date back to 2009, with a steady but sparse trickle until the mid-2020s, when creation frequency increased modestly, peaking with four entries in October 2025. Traction is negligible across the board: NobodyTravel holds the highest activity signal with 2 stars, while Rexby and punktgenau each have 0 stars, indicating very limited early momentum.
  6. Mobile AI assistant apps53 entriesfirst seen 2022-12-21This cluster comprises mobile AI assistant apps that answer questions, generate images and text, summarize documents, translate, and support tasks like study, writing, and productivity. The dated history shows sporadic launches from 2013 to 2022, then a denser sequence from January 2023 onward, with February 2024 having the most entries (5). Among the traction leaders, ParentsHelper leads with 1 star, while Chatbot AI - Smart Search Bot and Kimi - Kimi K3 is Live each have 0 stars.
  7. Serialized novel reading apps53 entriesfirst seen 2018-05-14This cluster comprises mobile apps for reading serialized novels, web novels, and ebooks across genres, typically featuring large libraries, customizable reading modes, offline access, personalized recommendations, and sometimes audiobooks or comics. The dated entries span from ̈2012 tobra ̈2025, appearing as a sparse, dispersed stream with occasional months seeing two or three new products, indicating a long-standing but low-intensity market. Traction leaders by activity signal are JoyFic: Booktok, Enjoy Stories;, Inkitt: Books, Novels, Stories;,and Text Viewer - txt file viewer, although each shows a zero-star rating.
  8. AI journaling and reflection apps53 entriesfirst seen 2017-07-30This cluster comprises AI-driven journaling and self-reflection apps that capture text, voice, or video entries, analyze moods and patterns, and offer prompts, insights, and sometimes action items. Dated entries begin sporadically in 2017 and continue through 2024 with few monthly counts, then appear more regularly from late 2025 into 2026, reaching a monthly high of 4 entries in 2026-05. Traction leaders are self-distill and lumis-journal, each with 1 star, followed by refugio with 0 stars.
  9. Minesweeper clones and variants53 entriesfirst seen 2009-03-27This cluster contains Minesweeper recreations and variants spanning web, mobile, desktop, and terminal platforms, including 3D and roguelike twists. Dated entries appear sporadically from March 2009 to July 2026, with a mild recent concentration in 2025–2026. The traction leaders (minesweeper, KMines, Minesweeper) all show zero stars, so no strong external activity signal emerges.
  10. Breathedge 2 game trainers52 entriesfirst seen 2026-09-01The cluster consists of game trainers for Breathedge 2 that modify survival, crafting, combat, and other mechanics via cheats. The dated history is too thin to read a shape from, as there are no dated entries before the index start. Traction leaders, all with zero stars, are Breathedge-2-Trainer-2026, Allumeria-Trainer-2026, and Breathedge2-Trainer-2026.
  11. Educational Telegram bots52 entriesfirst seen 2026-03-17These are six Telegram bots serving education-adjacent tasks, from library access and textbook delivery to attendance management and admin dashboards. The cluster's dated history is too thin to read a shape from: only 4 dated entries exist before the index start, so no trend can be inferred. In terms of traction, Company-Support-Bot leads with 2 stars, while the remaining members have 0 stars.
  12. Fleet management dashboard apps52 entriesfirst seen 2025-11-29This cluster comprises web-based fleet management dashboards that track vehicles, drivers, trips, and maintenance in real time. Entry counts before the index start were low and steady from January 2025 through July 2026, with minor variations (e.g., three entries in April 2025 and five in February 2026). FleetVision shows the highest traction with one star, while Layanan-kesehatan-NH and dotreport have zero stars.
  13. AI document Q&A apps52 entriesfirst seen 2025-10-30This cluster consists of web and AI applications that let users upload documents (primarily PDFs) and ask natural-language questions, with answers grounded in the uploaded content. The dated entry counts before the index start fluctuate between 1 and 3 per month, showing no clear growth pattern. DocuMind-AI and AI-document-chat-system lead on traction with 4 and 5 stars respectively, while platewise-rag trails with 0 stars.
  14. Business web dashboards52 entriesfirst seen 2025-09-15This cluster of 52 products consists of web dashboards for business users to monitor and manage customer data, account metrics, sales pipelines, and operations, often with reporting, authentication, and CRM features. The dated entry history before the index start is thin and irregular, with 9 entries spread across months from August 2025 to June 2026, peaking at 2 entries in September 2025 and June 2026. The leading traction signal among members is leaklens_web with 3 stars, ahead of opsly-saas (2 stars) and SipBBR (0 stars).
  15. Social media and community platforms52 entriesfirst seen 2025-08-22This cluster consists of social media and community platforms focused on user profiles, content sharing, real-time messaging, and authentication. The dated history before the index start shows a steady but low flow of new entries from October 2023 through May 2026, with occasional months containing two entries, indicating a modest and consistent level of development. The traction leaders are hyper01, fusion-connect, and Orbit, all showing 0 stars, suggesting minimal user engagement so far.
  16. AI marketing agents52 entriesfirst seen 2025-06-20This cluster of 44 products centers on AI-powered marketing platforms and agents that generate content, manage campaigns, and provide strategic recommendations. The dated entries from March 2025 to July 2026 are sporadic at first, then increase modestly in mid-2026. The leading traction signal is genpark-influencer-outreach-seeding-campaign-dispatcher-skill with 8 stars, ahead of Supernova and redefai_marketing.
  17. AI mock interview platforms52 entriesfirst seen 2025-06-08These products form a cluster of AI-powered mock interview and interview preparation tools for job seekers, offering features like resume analysis, adaptive questioning, and scored feedback. The dated entry history shows a low but steady monthly count from March 2025 through July 2026, without a clear directional trend. Traction is concentrated in Soumilgit-AI-Interview-SAAS, which leads with 29 stars, while other members show negligible activity.
  18. Interactive web art experiences52 entriesfirst seen 2025-04-08This cluster comprises 43 web-based products centered on interactive visual art, generative art, creative coding, and immersive browser experiences, ranging from packet-tracing visualizations to virtual galleries and playful drawing tools. Dated entries before the index start are sparse and uneven: a single entry in 2022-07, then a burst of activity from 2025-02 through 2025-06 (2, 1, 4, 3, 1), followed by one entry each in 2026-03 and 2026-04, with 21 members lacking any source date. The traction leaders—studio, dynamic-spider-verse-journey, and bluethumb-art-nano—all show zero stars, indicating no meaningful user engagement signal yet.
  19. Travel itinerary planning apps52 entriesfirst seen 2025-02-28This cluster is made up of travel apps focused on planning trips, organizing itineraries, and managing trip details, with some also covering destination discovery and travel notes. Before the index start, dated entries are sparse from 2019 through 2024, then become more regular from early 2025, with the largest pre-index month in 2026-07. Compass-Itinerary leads traction with 2 stars, followed by TravelMate with 1 star and Rightguide: China Trip Planner with 0 stars.
  20. Grocery shopping list apps52 entriesfirst seen 2025-01-31This cluster consists of mobile apps focused on creating, editing, and organizing grocery shopping lists. The dated entries span from 2010 to 2026, appearing in a sporadic, low-frequency pattern with no consistent monthly trend. Traction leaders, based on activity signal, are Need to Buy - Grocery List, grocify, and shopping-list, all with zero stars.
  21. Digital agency marketing websites52 entriesfirst seen 2025-01-06This cluster consists of marketing websites and landing pages for digital, design, and advertising agencies, presenting services, pricing, and contact options to prospective clients. The dated history is too thin to read a shape from—only one dated entry exists before the index start, so the cluster largely predates the index or members are undated. On traction, mega-agency leads with one star, while LOGD-NEW and webmagpie-beta show zero stars.
  22. AI workout planning and tracking apps52 entriesfirst seen 2020-05-15These products are AI-powered fitness apps that generate personalized workout plans, track strength and cardio training, and provide progress analytics, often with nutrition or form feedback. Based on dated entries before the index start, the cluster shows sporadic single launches from 2012 through the early 2020s, then a clear uptick in frequency during late 2025 and early 2026 (2025-11 to 2026-06). Traction is led by logpress-public with 226 stars, well ahead of AI-Workout-Tracker-Native-App (6 stars) and fitness-neu (0 stars).
  23. MacBook notch utility apps51 entriesfirst seen 2026-08-14This cluster consists of macOS menu bar applications that transform the MacBook's notch into an interactive dashboard for media controls, system stats, tasks, notes, calendars, and other utilities. The dated history is too thin to read a shape from -- it predates the index or its members are undated. Traction leaders include TO-DO-Panel with 216 stars and NotchIsland with 24 stars, while blackhole has 3 stars.
  24. Fashion e-commerce stores51 entriesfirst seen 2026-08-07This cluster consists of e-commerce websites for fashion and clothing, ranging from luxury couture to ethnic wear and wholesale, with common features like product browsing, carts, and payment processing. Dated entries before the index are sparse: one each in April, May, November, and December 2025, and three in July 2026, indicating a thin and irregular early history. Traction leaders by activity signal are houseofswasa, Ecomerse-Project, and dgstyle, each currently at zero stars.
  25. Modular ERP business platforms51 entriesfirst seen 2026-04-02This cluster consists of enterprise resource planning platforms that manage business operations, typically through modular or role-based components. The dated history before the index start shows sparse entries in mid-2025, a small concentration in early 2026 (five entries in March-April), and a lone entry in July 2026. Westbridge-ERP-2 leads in traction with 1 star, while omm-erp and ai-first-erp have 0 stars.
  26. Daily planning web apps51 entriesfirst seen 2025-06-17This cluster comprises web applications for personal daily planning, task scheduling, and time management, often featuring calendar, timeline, or matrix layouts. Dated entries before the index start show sporadic activity, with a peak in February 2026. Plannify leads on traction with 2 stars, followed by Momento and GuneBaslarken with 1 star each.
  27. QR event check-in apps51 entriesfirst seen 2025-06-14This cluster comprises mobile and web applications that use QR codes for event registration, ticketing, check-in, and access control, often with features like real-time validation, offline sync, and admin management. The dated history before the index start shows sporadic early entries, with just one in 2021, one in 2023, one in 2024, then a gradual rise through 2025 with small peaks in August and November, each with two entries. VIPPassScanner leads on traction with1 star, while entry-pass-web-migration and check-in trail with0 stars each.
  28. AI creative writing tools51 entriesfirst seen 2025-06-14This cluster consists of AI-powered web applications for creative and professional writing, covering story generation, drafting assistance, screenplays, essays, and novel development. Dated entries before the index start are sparse and uneven—three appeared in July 2025 with only single entries in the surrounding months up to March 2026—and the majority of members (20 of 34) have no source date, so the timeline shape is largely indefinite. Among dated members, tez-asistani leads on traction with 1 star, while chronicle and novel-forge have 0 stars.
  29. Church and ministry websites51 entriesfirst seen 2025-06-05This cluster comprises 34 websites for churches, ministries, and faith communities, primarily featuring service schedules, sermons, events, and community information with some offering donations and admin dashboards. Entries appear sporadically from June 2025 to March 2026, with the highest monthly count (3) in February 2026. Traction leaders (fmc, thebrideofchristtabernacle, cli-kfgng) all show 0 stars, indicating minimal activity signal.
  30. Small shop management apps51 entriesfirst seen 2025-05-22This cluster of 36 products focuses on helping small retail or shop owners manage inventory, sales, products, and daily operations, spanning web and mobile apps, with niche variants like food stalls, optics, and unattended retail machines. The dated history shows two isolated entries in 2020 and 2021, followed by a steady cadence of one or two new products per month from March 2025 through July 2026. The traction leaders, each with zero stars, are negocio_app, vlaze, and shine-on-shops.
  31. Online store platforms51 entriesfirst seen 2025-01-30This cluster comprises generic online store platforms offering customer-facing browsing, cart, and checkout flows, paired with admin controls for products and orders. Dated entries before the index start are sparse and irregular, appearing roughly once a month from January 2025 to June 2026, with March 2026 as the only month showing two entries, so no clear growth shape is evident. Traction leaders are taktilno and flask-shop, each with 1 star, while velvea has 0 stars.
  32. Media downloader desktop apps51 entriesfirst seen 2023-05-31This cluster consists of desktop and Android applications for downloading, converting, and managing video/audio from websites, often using tools like yt-dlp and supporting playlists, quality selection, and subtitles. Entries appear sporadically from April ular2020 through June ular2026, with a concentration of three in March ular2026, indicating no clear growth trend during that period. Traction is minimal overall; taoxia has the highest star count at ular8, followed by VRKA at 2 and Amen at ular1.
  33. Interactive astronomy and space explorers51 entriesfirst seen 2020-04-22This cluster comprises 36 interactive applications for visualizing and exploring space, covering solar systems, galaxies, exoplanets, black holes, and celestial events. The dated history shows sporadic entries from April 2020 to July 2026, with no clear growth pattern. Traction is led by 3d-solar-system-simulator and Event-Horizon, each with 3 stars, while Solarsystem has 1 star.
  34. BMI and weight tracking apps51 entriesfirst seen 2018-09-15The cluster consists of 37 products focused on BMI calculation, weight logging, and body composition tracking, ranging from simple calculators to integrations with smart scales and health platforms. The dated entry history spans from 2014 to early 2026, with a sparse early period and a concentration of entries in late 2025 and early 2026. Traction is minimal, led by Flutter-vital-BMI with 1 GitHub star, while other leaders show 0 stars.
  35. Local AI personal assistants50 entriesfirst seen 2026-08-17This cluster comprises AI personal assistant applications that run language models locally, managing tasks, schedules, notes, and memory through chat and voice. Dated entries before the index start were sparse in 2023, picked up in mid-2025, and increased modestly through early 2026. Traction is led by mimiclaw with 5,697 stars, far ahead of OpenInstinct and mojito.
  36. Job board platforms50 entriesfirst seen 2026-08-14This cluster consists of job board platforms that connect job seekers with employers, offering browsing, filtering, applications, and profiles. Dated entries are sparse, appearing once per month across 2025-02, 2025-11, 2025-12, 2026-01, 2026-03, 2026-04, and 2026-06, showing no clear trajectory. Many members lack source dates, so the cluster's dated history is too thin to discern a pattern. Uniwork and agenticjobs lead traction with 2 activity stars each, followed by Career-wave with 1 star.
  37. AI healthcare management platforms50 entriesfirst seen 2026-07-30This cluster of 39 products centers on AI-driven healthcare platforms for symptom checking, triage, appointment booking, and health record management. Dated entries before the index start appear at a low, intermittent rate from November 2025 through July 2026, with no month exceeding two entries. MediQueue leads on traction with 1 activity star, with HealthSphere also at 1 star and healthflow at 0.
  38. Package tracking web apps50 entriesfirst seen 2026-03-05The cluster consists of web applications that let users or shippers enter tracking numbers and view parcel or shipment delivery status. Dated entries begin with a single 2016-06 creation, then a long gap until sporadic single entries from 2025-07 onward, with two months (2026-05 and 2026-06) having two or three entries each. Traction is led by express-tracker with 8 stars, while Wanees-Shipment-Tracker and parcels-tracking each have 0 stars.
  39. Repair shop management software50 entriesfirst seen 2026-02-25This cluster comprises web and mobile apps for managing repair shop operations, covering work orders, appointments, inventory, invoicing, and customer tracking across categories like electronics, bicycles, watches, and automotive. Dated entries appear irregularly from February 2025 through May 2026, with a slight concentration in early 2026, but the sample is too thin to discern a strong trend. On traction, main-project leads with 13 stars, far ahead of pro_app and frc-webapp, each at 1 star.
  40. AI-powered analytics dashboards50 entriesfirst seen 2025-10-25This cluster consists of AI-assisted analytics dashboards that aggregate business, operational, or sector-specific data and surface visualizations plus AI-generated insights, alerts, and recommendations. The dated history before the index shows sporadic entries beginning in May 2025, with a modest increase in early 2026 and the highest monthly count of 5 in June 2026. Traction leaders are ai-quality-inspection-dashboard with 9 stars, and vertexiq and rimeward with 1 star each.
  41. Agricultural produce marketplaces50 entriesfirst seen 2025-09-18This cluster consists of web platforms connecting farmers with buyers, suppliers, and agricultural services, enabling trade, price discovery, and collaboration. Dated entries before the index start show a sporadic pattern: single entries in early 2025, a peak of four in June 2025, then intermittent additions through mid-2026. The highest traction signal is held by Toro-Forrajero-Ecommerce with 3 stars, followed by AgriFlow with 2 stars.
  42. Multi-tenant commerce platforms50 entriesfirst seen 2025-08-12This cluster consists of multi-tenant SaaS platforms for e-commerce, ERP, marketplace, and business operations, often combining storefronts, inventory, payments, and role-based dashboards for isolated tenants. Dated entries before the index start show a sparse beginning in mid-2025 (1 per month), rising to 3–4 per month in late 2025 and early 2026, with fluctuations through mid-2026. Traction is led by payouts.elixpo (2 stars), followed by alaska-local-monorepo (1 star) and tutienda (0 stars).
  43. Marketing campaign analytics dashboards50 entriesfirst seen 2025-07-31This cluster comprises 39 marketing and advertising campaign dashboards that track performance metrics like leads, ad spend, ROI, and engagement across channels such as Meta, Google, LinkedIn, and app stores. Dated entries appear sporadically from January 2025 through July 2026, with most months contributing one or two products and no clear acceleration. The highest traction leader is Meta_Ad_Performance_Dashboard_PowerBi_Project with 1 star, while Painel_UTM and DASHBOARD have 0 stars.
  44. Student internship and job platforms50 entriesfirst seen 2025-07-23This cluster consists of web and mobile platforms connecting students and early-career professionals with internships, jobs, freelance gigs, and related opportunities. Dated entries are sporadic: three in July 2025, then one each in September, October, December, and January, showing no sustained growth pattern before the index start. Traction is led by jufe-offer with 9 stars, while other dated members show zero activity; 18 members lack source dates.
  45. Browser-based visual design tools50 entriesfirst seen 2025-07-17This cluster consists of web applications that provide interactive canvases and visual editors for creating, customizing, and exporting designs—ranging from graphics and animations to website themes and storefront layouts. Before the index start, dated entries are sparse: a single product appears in August 2022, then none until early 2025, after which entries appear in January, April, July, two in August, and then monthly from January through July 2026. The traction leader is canvix with 1 star, while canvas-studio and CustomCraft have 0 stars.
  46. Mobile invoicing for freelancers50 entriesfirst seen 2025-07-05This cluster covers mobile applications for freelancers and small businesses that handle invoicing, estimates, payment tracking, and client management. Dated entries before the index start span from February 2011 to July 2026, with a sparse initial period and a denser grouping in 2025 and 2026. Fox Pro: Simple Invoice Maker, Intuit QuickBooks for Business, and Invozy: Invoice Maker are the traction leaders, although each currently has zero stars.
  47. Volunteer coordination platforms50 entriesfirst seen 2025-05-07This cluster consists of platforms for volunteer coordination, connecting volunteers with organizations to publish, discover, and manage opportunities, events, schedules, and participation. Its dated history shows a single 2016 entry followed by a long gap until March 2025, then sporadic entries through July 2026 without a clear trend. Traction leaders are caluno and synced, each with 2 stars.
  48. Browser combat and duel games50 entriesfirst seen 2025-04-23This cluster comprises 33 browser-based games centered on combat, duels, and tactical battles, spanning genres like card games, fighting, shooters, turn-based strategy, and arcade-style duels. The dated entry history is thin: only 7 entries appear before the index start, sporadically from April 2025 to June 2026 with no consistent trend. Traction leaders are gorz-reborn (1 star), with duel-of-fate and Kagemusha-I at 0 stars.
  49. Learning progress and skill trackers50 entriesfirst seen 2025-04-08This cluster comprises web and mobile apps that help users track learning goals, skill development, and progress through roadmaps, quotas, streaks, and dashboards. The dated entry history before the index began shows intermittent activity across 2025 and early 2026, with no clear trend. The highest traction signals come from skill-track and joule (each with 2 stars), followed by DevDNA (1 star).
  50. Energy monitoring and cost tracking apps50 entriesfirst seen 2025-04-05This cluster consists of 42 products that monitor and track household or building energy and utility consumption (electricity, water, gas, heat pump), estimate costs, and provide usage insights. Dated entries begin in March 2021 and show a gradual increase from one per quarter to a few per month by early 2026, indicating steady but slow growth. Traction is led by KPLC-TOKEN-TRACKER-TASKZ and nabatt, each with 2 stars, while other members have no or minimal activity signals.

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.