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WHITESPACE · CLUSTER INDEX · 9,472 CLUSTERS

Clusters

Every group of products the index has found building the same thing. Biggest collisions first, or newest first — all 9,472 of them, 50 to a page.

  1. Unit conversion mobile apps33 entriesfirst seen 2014-03-06This cluster consists of unit conversion mobile apps offering dozens to hundreds of measurement categories, live currency rates, built-in calculators, and offline support. Entries date from May 2010 through June 2026, with one entry in most months and two in February 2019, indicating a slow, consistent release pattern over many years. Traction is minimal: the three highest-signal apps (Unit Converter: Mila's Tools, CONVERT UNITS, Unit Converter - Convert all) each have zero stars.
  2. Local-first budgeting apps33 entriesfirst seen 2013-05-29This cluster comprises mobile budgeting and expense tracking applications that prioritize local data storage, manual entry, and privacy by avoiding bank account linking, cloud sync, and mandatory accounts. The dated entry timeline spans from 2013 to July 2026, showing a sparse presence in earlier years with a concentration of 13 of 24 dated entries in the first half of 2026. Traction is led by moji-android with 5 stars, while Tappel — Private Expense Log and midas-money-management each have 0 stars.
  3. 2FA authenticator apps with sync33 entriesfirst seen 2012-02-03This cluster comprises mobile apps that generate two-factor authentication codes and sync them across devices with encrypted backups, also featuring QR scanning, biometric protection, and group organization. Entries appear at a low, steady rate from 2011 to 2026, with no pronounced shape. Traction leaders are Authenticator: Secure 2FA App, Duo Mobile, and Authenticator App - Novaz, each with zero stars.
  4. Bubble shooter puzzle games33 entriesfirst seen 2010-10-26This cluster consists of casual bubble-shooting puzzle games where players match colored bubbles to clear boards, often with levels, boosters, and occasional multiplayer or endless modes. Dated entries appear sporadically from 2010 to 2025, showing a steady but irregular release pattern. The traction leader is Bubble Shooter, followed by pop and Talking-Tom-Bubble-Shooter-Full-Version.
  5. Vector graphics drawing editors33 entriesfirst seen 2007-01-02This cluster comprises vector graphics editors spanning desktop, web, and terminal platforms, focused on technical drawings, SVG files, scientific figures, and icon/glyph creation. Dated entries stretch from 2007 to 2026, with sparse early releases and a denser series of launches in the 2020s. FigOne leads on traction with 3 stars, ahead of openbiofigure (2) and vektormaker (0).
  6. Pricing and cost calculators33 entriesfirst seen unknownThe cluster consists of web-based pricing and cost calculators that help users estimate fees, quotes, or subscription costs across a wide range of services and products, from house cleaning to AI model usage. Dated entries before the index show a sparse timeline: one in April 2025, one in June 2025, two in February 2026, one in March 2026, and one in April 2026. Members with the highest activity signal are gpt55-instant-pricing-tool, kalkulator-hpp-umkm, and ai-cost-analysis, each with 0 stars.
  7. Online course discovery platforms32 entriesfirst seen 2026-09-17This cluster comprises web apps that enable users to discover, browse, and take online courses across various subjects. The cluster's dated history is too thin to read a shape from—only two dated entries predate the index, so it predates the index or its members are undated. Traction leaders are frontier-courses with 1 star, while iyf-passion-path and mcce each have 0 stars.
  8. AI coding assistant quota trackers32 entriesfirst seen 2026-08-26This cluster comprises macOS menu bar apps that display remaining usage quotas for AI coding assistants like Codex, Claude Code, Copilot, and Cursor, tracking weekly limits, reset times, token costs, and sometimes auto-switching accounts. The cluster's dated history is too thin to read a shape from——only 0 dated entries exist before the index start——so it predates the index or its members are undated. In terms of traction, vibejuice and uso lead with 2 stars each, while yuhe-quota has1 star.
  9. Local AI model workbenches32 entriesfirst seen 2026-08-25This cluster comprises desktop applications for running, testing, and tuning local AI models, often with agent execution and user-selected model providers. The dated history is too thin to read a shape from, with only four dated entries before the index started, so the cluster predates the index or its members are largely undated. On traction, dsh-desktop leads with 6,823 stars, followed by vibe-holding at 201 and laobos-agent-studio at 12.
  10. AI automated trading bots32 entriesfirst seen 2026-08-25This cluster consists of AI and automated trading bots that analyze financial markets, provide recommendations, and execute buy/sell orders on behalf of users. The cluster's dated history before the index start includes only 4 entries, which is too thin to discern a timeline shape; the cluster either predates the index or many members are undated. Among traction leaders, warrenduffer leads with 93 stars, followed by polymarket-weather-copy-trading-bot (34 stars) and ThetaBot (2 stars).
  11. Personal and niche blogs32 entriesfirst seen 2026-08-23This cluster comprises 27 blogs focused on publishing articles and posts, ranging from personal reflections and creative writing to niche topics like coffee, mathematics, and addiction recovery. The cluster's dated history is too thin to read a shape from—only one dated entry exists before the index start, and 20 members have no source date. Traction leaders are led by InfBlog with 4 activity stars, followed by coffee-blog and linyh1993.github.io, both with 0 stars.
  12. MacBook lid-angle screen effects32 entriesfirst seen 2026-08-21This cluster consists of macOS apps that animate the desktop with folding, blur, and glass effects tied to the real hinge angle of a MacBook lid, often mimicking the iPhone Duo style. The dated history before the index is too thin to read a shape from—only 0 dated entries exist, so the cluster predates the index or its members are undated. Among traction leaders, Mac-Duo leads by a wide margin with 713 stars, far ahead of lidbend (6 stars) and HingeFlow (3 stars).
  13. Microblogging social networking apps32 entriesfirst seen 2026-08-18A cluster of 29 social networking apps centered on posting short updates, following other users, and browsing public or chronological feeds. The dated history is too thin to read a shape from, as only 4 dated entries predate the index start and many members have no source date. Traction leaders, based on activity signal, are twitter-social, sky-weaver-social, and SiarnoWatch, though all show zero stars.
  14. Clinic management systems32 entriesfirst seen 2026-08-17This cluster comprises web-based clinic management systems that handle patient records, appointment scheduling, and administrative workflows, often specialized for niches like fertility, acupuncture, or autism clinics. Dated entries before the index start span May 2025 to July 2026 with sparse counts of 1–3 per month, showing no clear trajectory. Traction is minimal, as the leading products (zahratal-amal-, DOCTECH, houmon-kaigo-os-showcase) all report zero stars.
  15. RAG document Q&A chatbots32 entriesfirst seen 2026-08-16This cluster consists of retrieval-augmented generation (RAG) chatbots that answer questions from ingested documents, websites, or knowledge bases, typically citing sources. The dated history before the index start is sparse and irregular, spanning from May 2025 to June 2026, with no clear shape. Info_scraper leads on traction among members.
  16. Offline desktop planners32 entriesfirst seen 2026-08-15This cluster consists of desktop-based task and calendar planners that store data locally and do not require accounts or internet connections. Only two dated entries existed before the index began, so the cluster's dated history is too thin to read a shape from. Traction leaders are daybook-secretary and Kairn with one star each, followed by MyPlannerApp with zero stars.
  17. macOS media player apps32 entriesfirst seen 2026-08-15The cluster consists of media player applications, primarily for macOS, that support local audio/video playback, subtitles, and streaming through configurable addon systems such as Stremio. The six dated entries from 2015 to 2026 show a sparse, uneven release pattern with gaps of roughly one to two years between launches, indicating a slow but persistent trickle of new products rather than any concentrated wave. Among these dated products, OKVideoMac leads on traction with 22 stars, followed by SwiftPlayer with 14 stars and BilibiliClient with 4 stars.
  18. Enterprise knowledge Q&A assistants32 entriesfirst seen 2026-08-14This cluster consists of enterprise knowledge assistants that answer employee questions from company documents, enforcing role-based access and providing source citations. The dated history before the index start is too thin to read a shape from, with only three dated entries. Traction leaders include Project_NBHX_RAGbot with three stars, followed by Secure-Enterprise-RAG-Copilot and Knowledge-AI with one star each.
  19. Landscaping service websites32 entriesfirst seen 2026-08-07This cluster comprises websites for landscaping businesses that present services and contact details to prospective customers. With zero dated entries before the index start, the cluster's dated history is too thin to discern a shape—it predates the index or its members are undated. All traction leaders show zero activity stars, indicating minimal measurable engagement.
  20. Domain-specific Q&A chatbots32 entriesfirst seen 2026-07-09This cluster consists of chatbots that answer questions about specific domains—company websites, courses, travel destinations, products—using a stored knowledge base or scraped content. The dated history is too thin to discern a shape: only 3 entries have source dates prior to index start, and 17 are undated. Traction leaders are iris-bot, -Nano-IT-Website-Assistant, and AI-Telegram-Agent, each with 0 stars.
  21. Hospital and clinic management systems32 entriesfirst seen 2026-06-30This cluster consists of hospital and clinic management systems that centralize patient records, appointments, billing, and administrative workflows. The dated entry history is thin and irregular, with entries appearing in isolated months from April 2025 to July 2026, including a pair in December 2025; six members have no source date at all. Among those with activity signals, medistra-hms leads with 2 stars, while joy-emmanuel-hospital-hmis and Hospital-app-2.0 show no stars.
  22. Employee internal web portals32 entriesfirst seen 2026-06-23This cluster comprises web portals giving employees centralized access to internal news, HR functions, operational tools, and company resources, often with role-based access and self-service features. Dated entries before the index start appear sporadically from April 2025 to June 2026, with a notable gap between September 2025 and May 2026, so the timeline shape is thin but suggests intermittent additions rather than consistent growth. Traction leaders include Portal-Digitale (1 star), client-enquiry-portal (2 stars), and mutual-use-portal (0 stars).
  23. Long video to short clips32 entriesfirst seen 2026-06-21This cluster consists of web apps that turn long videos into short-form clips or summaries, primarily for content creators seeking YouTube Shorts or social media content. Features include moment detection, captioning, hook generation, and editing instructions. The dated history before the index is too thin to read a shape (only 4 dated entries). Among traction leaders, birch shows the highest star count at 1, while clipzy and nada have 0 stars, indicating minimal traction overall.
  24. Invoice generation tools32 entriesfirst seen 2026-06-01This cluster consists of invoice-generation and billing-management products aimed at freelancers, small businesses, and specialized verticals such as Shopify, weddings, tenants, and vendors. The dated entry history before the index start is sporadic, with single entries scattered from January 2021 through July 2026 and only a couple of months showing two entries; no clear growth pattern emerges. Traction leaders all show zero stars, so no product distinguishes itself on the activity signal.
  25. Personal finance management web apps32 entriesfirst seen 2026-05-04This cluster comprises web applications for managing and controlling personal finances. Dated entries before the index start total 13 across 2025 and early 2026, with the largest monthly counts of 4 in January 2026 and 3 in May 2026, though the pattern is otherwise sparse. The traction leader is Finanzas-Pyton-Kevin-Pedraza with 16 stars, while the other two named members have zero stars.
  26. Project and task tracking apps32 entriesfirst seen 2026-04-07This cluster comprises web-based applications for tracking projects and tasks, ranging from personal organizers to multi-user and enterprise tools, often with boards, calendars, and integrations. The dated history before the index is sparse, with entries scattered across months from mid-2023 to mid-2026, showing no clear trend. The strongest activity signals among these are praxis, capstone-hub, and ProjectTracker_React.
  27. macOS menu bar translation tools32 entriesfirst seen 2026-04-03This cluster consists of macOS menu bar utilities that translate selected or typed text across applications, often using on-device or Apple's system translation with global shortcuts. They commonly include features like clipboard history, dictionary lookup, read-aloud pronunciation, and saving favorites. The cluster's dated history is too thin to read a shape from, as only two entries predate the index start. Traction is led by lala-translate and jev-notion with 3 stars each, followed by jiuyi-translate with 2 stars.
  28. Invoice data extraction apps32 entriesfirst seen 2026-03-23This cluster consists of web and desktop applications that use AI or OCR to extract structured data from uploaded invoices, receipts, and similar documents, then store, export, or analyze the results. Before the index start, dated entries appeared sporadically from September 2025 to June 2026, with monthly counts ranging from one to two, showing no clear upward or downward trend. The traction leader is invoice-reconciler with two stars, while app_boletas and testAC show zero stars; seven members have no source date.
  29. Skill learning platforms32 entriesfirst seen 2026-03-06This cluster consists of platforms that help users discover and develop skills through structured courses and lessons. Entries before the index start were sporadic, with one entry in most months and a slight concentration of three in July 2025. Duolinting leads traction with 34 stars, while other members have minimal activity.
  30. Telegram bot remote management platforms32 entriesfirst seen 2026-03-03This cluster consists of platforms and bots that let users remotely manage scripts, files, or hosted content through Telegram, often with admin controls and subscriptions. 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. Among traction leaders, NovaAgent leads with 13 stars, followed by ZeroWeb (8 stars) and botnest (6 stars).
  31. Multi-tenant business operations SaaS32 entriesfirst seen 2026-02-10This cluster comprises multi-tenant SaaS platforms that manage business operations across diverse verticals, including jobs, inventory, invoicing, and customer relationships, often tailored to specific industries like lighting, printing, or microcredit. The dated history shows a gradual increase from one entry in May 2025 to three in July 2026, peaking at four in April 2026. Traction leaders by activity signal include grafica-saas, AquaSync-Business-Management-, and sgsseguranca.
  32. Browser tab and link managers32 entriesfirst seen 2026-02-09This cluster contains 22 browser extensions and web apps for saving, organizing, restoring, and managing tabs, links, and bookmarks, including features like session restoration, duplicate tab closing, read-later lists, and cross-device sync. Dated entry history before the index start is thin—seven dated entries spread from June 2023 to June 2026, with no clear monthly shape. Traction is led by Tab-Shield-Saver-Protect-Stash-Tabs (3 stars), while most others show no activity signal.
  33. campus event management platforms32 entriesfirst seen 2026-01-27This cluster comprises web-based platforms for managing campus events, registrations, approvals, and attendance at universities and colleges. Pre-index entries appear sporadically from September 2025 through July 2026, with small concentrations in February and June, showing no clear trend. The traction leaders, each with 0 stars, are campushere, kampus-connect-lovable, and Uncooked-v2.
  34. HR management web apps32 entriesfirst seen 2026-01-12This cluster consists of web and mobile applications for human resources management, covering employee records, attendance, payroll, leave, and administrative workflows. Dated entries first appear in May 2025, followed by one entry in October and December 2025, then a concentration of three in January 2026, with roughly one entry per month from March through July 2026. The traction leader is hr_management_web_app, which holds the only nonzero activity signal (1 star), while other tracked members such as hrms and Tech_catalysts-Zenesys show no stars.
  35. Trivia quiz game apps32 entriesfirst seen 2025-12-21The cluster consists of trivia and quiz applications, primarily web-based, offering question sets on topics like general knowledge, history, pop culture, and niche themes, with score tracking and sometimes multiplayer features. Dated entries before the index showed a sparse, steady trickle of one product per month from May 2024 through March ried: with a single month showing two. Only clover-trivia has any star count (1 star),, making it the traction leader; all others are at zero.
  36. Farm-fresh produce marketplaces32 entriesfirst seen 2025-11-19This cluster consists of web platforms that connect local farmers directly with consumers for ordering and home delivery of fresh produce, with features like product listings, location-based search, and order management. Dated entries before the index start appear sporadically: one each in April, July, November, and December 2025, and two in October 2025, showing a slight uptick in October. Harvest-stall leads traction with 3 activity stars, while GreenCircle and neighborhood-veggies have none.
  37. Local on-demand delivery platforms32 entriesfirst seen 2025-11-14This cluster comprises local marketplace and on-demand delivery platforms that connect buyers, sellers, and couriers for food, parcels, and goods within a city or community. The six dated entries before the index began are irregular, with 2 in November 2025 and single entries in January, February, May, and July 2026, showing no clear growth pattern. Traction is led by Shita-Multivendor-Food-Delivery with 10 stars, far ahead of the next highest member (marketplace-runner-website) at 1 star.
  38. Custom quiz creation web apps32 entriesfirst seen 2025-10-28This cluster covers web apps for creating, sharing, and taking quizzes, aimed at learning or formal assessment. Dated entries before the index start are sparse and uneven: one in Aug 2021, two in Oct 2025, one in Dec 2025, and one in Apr 2026. The traction leaders by activity signal are exercise-system, EduCle-Web, and exam-question-manager, each at 0 stars.
  39. Payment processing platforms32 entriesfirst seen 2025-09-16The cluster consists of digital payment processing platforms, including gateways, merchant services, and wallet solutions, with a focus on transaction handling, merchant administration, and subscription support. Its dated history runs from March 2023 to June 2026, occasionally appearing in pairs in August, September, and November 2025. Traction is led by stellartools with 9 stars, while nexapay and PS-03 have no stars.
  40. Service appointment scheduling platforms32 entriesfirst seen 2025-09-03This cluster comprises web platforms that let service businesses manage appointment scheduling, client bookings, and related operations such as dashboards, reminders, and payments. Entries appear sporadically from 2017 through 2023, with a concentration of dated entries in late 2025 and mid-2026. The traction leaders, each with 0 stars, are spasmooth-landing, xaryab-mentorship, and service-hub.
  41. Team bug tracking web apps32 entriesfirst seen 2025-08-06These products are web apps that let software teams log, track, assign, and resolve bugs and issues. Before the index start, dated entries appear sporadically from 2014 onward, with a small concentration in 2025 and 2026, though the total number of dated entries is thin. The traction leader is QAssistant with 62 stars, while the other named products have zero stars.
  42. Property valuation and estimation apps32 entriesfirst seen 2025-07-29This cluster consists of 31 web apps and calculators that estimate property values, predict house prices, calculate taxes, and evaluate real estate deals for buyers, sellers, and investors. Based on the eight dated entries before the index began, the product timeline is sporadic across 2025 and 2026 with no clear trend, making the cluster's early shape difficult to interpret. The top traction signals are property-verified, House_Price_Prediction1, and flip, each showing zero stars.
  43. Movie and TV catalog apps32 entriesfirst seen 2025-07-18This cluster consists of web and mobile apps for browsing, tracking, and streaming movies and TV shows, often including catalogs, watchlists, and playback. The dated history shows a single entry in August 2022, then a gap until July 2025, followed by entries in December 2025, April 2026, and July 2026, indicating a sparse but recent presence. Traction is led by movie-tv-tracker with 1 star, while other leaders have 0 stars.
  44. AI resume tailoring web apps32 entriesfirst seen 2025-07-18This cluster consists of AI-powered web and mobile applications that help job seekers create, format, tailor, and refine resumes and CVs, often targeting specific job descriptions or applicant tracking systems. Before the index began, dated entries appear sporadically from July 2025 through July 2026, with the most entries in July 2025 (4) and March 2026 (3), but no consistent monthly growth pattern is evident. On traction, vibe-resume-skill leads with 62 stars, far ahead of the next dated member (5 stars).
  45. Team task management web apps32 entriesfirst seen 2025-06-30This cluster consists of web applications for team task and project management, enabling creation, assignment, tracking, and collaboration on tasks and projects, often with real-time syncing and role-based access. The dated entries before the index start appear sporadically from January 2025 through June 2026, with the largest single month being June 2025 (4 entries), though most months have one or two. Among members with activity signals, wuzzhub, bun-task-manager-cosmos-project, and Project-management lead on traction, each registering 0 stars.
  46. Natural language workflow automation32 entriesfirst seen 2025-06-25This cluster consists of platforms that convert plain-English task descriptions into executable multi-step workflows, with some offering visual editing, audit trails, or local desktop deployment. Dated entries before the index show sporadic appearances in mid-2025 (2 in June, 1 in July, 1 in September) followed by a gap, then a denser set in early 2026 (3 in April, 2 in May), though 2 members lack source dates. LoomFlow leads traction with 222 stars, far ahead of others.
  47. AI recruitment platforms32 entriesfirst seen 2025-06-03This cluster consists of AI-powered platforms that automate recruiting workflows—sourcing, screening, matching, scheduling, and ranking candidates—aimed at both enterprise and niche talent-acquisition use cases. Dated entries before the index start show a steady arrival from May 2025 through October 2025 (with two in October), a pause from November 2025 through March 2026, then a few entries in April–June 2026. On traction, vetra leads with 1 star, while skillsync and Portal both have 0 stars.
  48. Browser-based drawing and painting apps32 entriesfirst seen 2025-06-01This cluster consists of web-based drawing and painting applications, ranging from simple canvases to specialized tools like string art and voice-controlled painting. Dated entries are sparse from early 2020 through early 2025, then show a small concentration in spring 2025 (April and May), with a few later entries in early 2026. All traction leaders show zero stars, indicating no standout product yet.
  49. Care coordination platforms32 entriesfirst seen 2025-05-30This cluster consists of web and mobile platforms that coordinate care among patients, caregivers, and healthcare providers, covering scheduling, messaging, care plans, and patient portals. The dated entry history (12 entries across 10 months before the index start) shows a single 2018 entry, then a gap until early 2025, followed by a series of monthly entries through mid-2026, with the highest monthly counts of 2 each in June 2025 and February 2026. Traction leaders are endline-medicare, mediQuo - chat consulta médica, and care-conference, each with 0 stars.
  50. Personal safety and emergency alert apps32 entriesfirst seen 2025-05-17This cluster consists of mobile and web apps that detect distress signals such as falls, inactivity, voice keywords, or manual triggers, and automatically alert trusted contacts with location data, often via SMS or in-app notifications. The dated history shows sparse entries from early 2021 through mid-2025, with a concentration of four entries in December 2025 and a few scattered in 2026 before the index. The traction leader is FallShield-AI with 2 stars, indicating the highest activity signal among the cluster.

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.