WHITESPACE · CLUSTER INDEX · 10,148 CLUSTERS
Clusters
Every group of products the index has found building the same thing. Biggest collisions first, or newest first — all 10,148 of them, 50 to a page.
- Mobile document scanning apps8 entriesfirst seen 2021-12-23This cluster consists of mobile apps that scan documents, receipts, and notes, converting them to PDF or editable text via OCR, with features like batch scanning and folder organization. Six dated entries appear before the index start, scattered from July 2013 to July 2026, showing a thin and irregular history with no clear growth pattern. The three traction leaders—dastavault, Document Scanner | Scan to PDF, and Archiv—all show zero stars, indicating minimal user engagement. Given the sparse and uneven timeline, the cluster's dated history is too thin to read a meaningful shape from.
- Emotional intelligence training apps8 entriesfirst seen 2021-11-30This cluster comprises apps that teach emotional intelligence and anger management through guided exercises, short daily sessions, and structured feedback. With only two dated entries before the index start and several members lacking source dates, the cluster's dated history is too thin to read a shape from. All traction leaders—ember-anger, Ahead: Emotional Intelligence, and ankerup-app—show zero stars, so no clear activity leader is evident.
- Casual food sorting puzzle games8 entriesfirst seen 2021-11-24This cluster consists of casual puzzle games where players match and sort food items to clear shelves, trays, or serve dishes. Dated entries appear sporadically from March 2015 to July 2026, with no consistent cadence, so the timeline shape is irregular rather than trending. All three traction leaders—Food Jam Puzzle Sort, Happy Match Cafe™, and Food Sort: Puzzle Game—show zero activity stars, indicating no clear leader in this cluster.
- iOS ad-blocking browsers8 entriesfirst seen 2021-10-25This cluster consists of iOS web browsers that block ads, pop-ups, and trackers, and offer private browsing and tab management. Entries appeared sporadically from February 2017 to October 2022, with gaps of several months to over a year between entries. AuraBrowser leads on traction with 3 stars, while RedApp Browser and Akari have 0 stars.
- Terminal and CLI manga readers8 entriesfirst seen 2021-09-10This cluster consists of command-line and terminal-based manga reading tools, including a desktop client for Suwayomi, a terminal reader with image support, a MangaDex terminal client, and a general CLI search/read/download app. Only 4 dated entries exist before the index start, so the cluster's dated history is too thin to read a shape from — it predates the index or its members are undated. Traction leaders are cli-manga, manga-tui, and suwayomi-jui-bin, each with 0 stars.
- Screen area screenshot tools8 entriesfirst seen 2021-09-01This cluster consists of desktop tools that capture a selected screen area and save it as an image file, with one also offering annotation, copying, saving, or printing. The dated history is too thin to read a shape from, as only two dated entries exist before the index start and it predates the index or its members are undated. Traction leaders are exactly-the-screenshot, slightshot, and PasteShot, each with 0 stars on their activity signal.
- Offline unit converter apps8 entriesfirst seen 2021-08-19This cluster comprises simple, ad-free unit converter apps that work offline and cover common measurement categories such as length, mass, volume, temperature, speed, and pressure. The cluster's dated history is too thin to read a shape from, with only four dated entries before the index start. Traction leaders are ConvertMyUnits: Unit converter, Conversion Calculator - Metric, and Ad-Free Unit Converter, each showing 0 stars.
- Team messaging client apps8 entriesfirst seen 2021-06-09This cluster consists of desktop and terminal client applications for team messaging and collaboration, including dedicated clients for Google Chat, Microsoft Teams, and private or self-hosted services. Dated entries appear singly and sporadically from August 2018 through May 2026, with no discernible trend. The traction leaders are SquadPod, google-chat-linux, and tmz, all currently showing zero stars.
- Video game music streaming apps8 entriesfirst seen 2021-05-09The cluster consists of apps for streaming or managing video game soundtracks, from official console libraries to fan-made radio. The dated history before the index start includes only 4 entries, too thin to read a shape from, so the cluster predates the index or its members are undated. Traction leaders are Nintendo Music, TouhouBGMPlayers, and unofficial_pipboyradio, with 0, 0, and 3 stars respectively.
- open-world police chase games8 entriesfirst seen 2021-04-16A cluster of open-world police-chase and driving-simulation games centered on chasing criminals, patrolling cities, and vehicle-based pursuits. The dated history shows sporadic single entries from 2019 to 2026, with no sustained pattern; traction among all members is minimal, with the highest-signal products each having 0 stars.
- Voice expense tracking apps8 entriesfirst seen 2021-03-30This cluster consists of mobile apps that log expenses via voice, natural-language text, or photo/screenshot extraction, then automatically categorize transactions and track budgets, bills, savings, and sometimes debts or multi-currency accounts. Monthly entries before the index start were sparse (one in 2021-03, one in 2023-06), then appeared more regularly from 2025-02, with the highest single-month count of 3 in 2026-05. Traction leaders by activity signal are 'Budget App & Money - SpendlyAI', 'Say - Hands free budget app', and 'SimplifyPocket Expense Tracker', each at 0 stars.
- International calling and messaging apps8 entriesfirst seen 2021-03-24This cluster comprises all-in-one communication apps centered on international calling and messaging, often adding video calls, multiple phone numbers, and features like AI filters, money transfers, or real-time translation. The dated history is too thin to read a shape from, as only four dated entries exist before the index start, indicating the cluster predates the index or has undated members. Activity signals are led by botim, global-talk-mobile, and SkyTalk - Call & Video VOIP, each at zero stars.
- American Sign Language learning apps8 entriesfirst seen 2021-03-18This cluster consists of mobile and web apps that teach American Sign Language (ASL) via structured lessons, video tutorials, quizzes, interactive exercises, and feedback features. The dated entries appear in five isolated months from March 2021 to July 2026, showing a sporadic pattern of releases rather than clustering over time. All traction leaders—Ziggy: Learn ASL Sign Language, Lingvano - Learn Sign Language, and ASL Otty: Signs Language Learn—report zero stars, so no single product stands out in activity.
- urban crime-clearing action games8 entriesfirst seen 2021-02-03This cluster consists of action games set in crime-ridden cities where players eliminate criminals through direct combat. The dated entry timeline shows a single entry in May 2018, then a series of six entries from April 2020 to July 2021, and a lone entry in July 2026. Traction leaders among the three are The Grand Mafia, City Fighter vs Street Gang, and Alpha Cop: Action Shooter, all with zero stars.
- Book tracking and cataloging apps8 entriesfirst seen 2020-11-25This cluster comprises mobile apps that catalog books via barcode scanning or search, track reading progress and ratings, and support custom lists or sharing among friends. The dated entries are sparse, with single entries in September 2012, May 2015, January 2019, and November 2020, followed by two in early 2026. The traction leaders are bookshelv, BookMosh, and PageSwipe, each showing zero stars, indicating no measurable traction signal.
- Terminal JSON data tools8 entriesfirst seen 2020-11-25This cluster comprises command-line utilities for rendering, editing, and querying structured data like JSON and YAML directly in the terminal. The dated history is too thin to read a shape from, with only 4 dated entries before the index start, indicating the cluster predates the index or its members are undated. Traction is led by mac-cli with 8 stars, while jegan-bin and vy-bin have 0 stars.
- Terminal habit tracking apps8 entriesfirst seen 2020-10-19This cluster consists of command-line and terminal-based tools for tracking daily habits, streaks, and progress, with some also monitoring screen time or keystrokes. Entries appeared sporadically from January 2018 through February 2026, with a notable gap between October 2020 and November 2025, indicating intermittent development rather than continuous growth. Traction leaders among the dated members are sooperutils, fish-screen-time, and habit-tracker, all currently at 0 stars, so no member shows meaningful adoption signal.
- Screen time delay apps8 entriesfirst seen 2020-09-29These apps reduce screen time by inserting intentional delays, pauses, or scheduled blocks before users can open distracting apps, and some provide usage insights. The dated history before the index shows isolated single entries spread across 2020-09, 2020-12, 2021-07, 2024-01, 2025-10, 2025-12, and 2026-07, with no clear trend. Traction is led by yixi with 91 stars, while Defang and Pause each have 0 stars.
- Dota 2 match analysis tools8 entriesfirst seen 2020-09-08These products analyze Dota 2 matches, heroes, and player stats via mobile, web, and desktop platforms. The cluster's dated history is too thin to read a shape from—only a single pre-index entry exists. Metagrid leads traction with 24 GitHub stars, while hots-stats and DotaCounters each have1 star.
- Property tax and capital gains apps8 entriesfirst seen 2020-08-12This cluster comprises apps for property tax management, including tracking home improvement cost basis for capital gains, county property tax information, and tax lien/deed auction monitoring. The dated history shows single entries in six isolated months from August 2020 to March 2026, with the last three in August 2025, November 2025, and March 2026. The three traction leaders (gunnison-land-attributes-demo, profoundthinkers-bhoomitrack, TaxSaleMap) each have 0 stars, so no product stands out as an activity leader.
- Terminal simulation and testing tools8 entriesfirst seen 2020-08-09This cluster comprises terminal-centric utilities that simulate typing, fake processes, or automate and verify terminal user interfaces. Their dated history is thin and irregular: one entry in 2011, one in 2020, one in mid-2025, then five between February and May 2026. The traction leaders are python-typio, tuistory, and hacker-typer, each with zero stars, indicating no clear market winner yet.
- Terminal time-tracking clients8 entriesfirst seen 2020-07-20This cluster comprises terminal-based clients (plus one mobile app) for logging and managing time entries on services like Kimai, Everhour, and Clockify, as well as a timezone management utility. Entry history is thin, with only six dated entries from 2015 to mid-2026, showing no clear growth pattern. Traction leaders all show zero stars, indicating minimal adoption.
- Apple Watch health analytics8 entriesfirst seen 2020-06-14This cluster consists of Apple Watch and mobile apps that analyze biometric data such as heart rate, heart rate variability, blood oxygen, and activity to deliver insights on stress, recovery, sleep, and workout readiness. The dated history shows five entries spread irregularly from December 2015 to August 2023, with a gap between 2015 and 2020, then a few entries in 2020, 2021, and 2023. Traction leaders by activity signal are Athlytic: Fitness & Recovery, Heart Rate Monitor, and StressWatch: AI Stress Monitor, each with 0 stars.
- Text-based music programming languages8 entriesfirst seen 2020-05-24This cluster consists of text-based music programming languages and notation systems that let composers create music by writing code or ASCII notation. The dated entries span 2011 to 2022, with most appearing between 2019 and 2022, suggesting a slow but steady stream of new projects. The traction leaders—alda, midica, and mascii—each show zero stars, indicating minimal community adoption so far.
- Retro game map and tileset editors8 entriesfirst seen 2020-05-12This cluster comprises desktop tools and libraries for creating, editing, and viewing maps, tilesets, and graphics for retro game development, with a focus on Pokémon ROM hacks and Game Boy-era titles. The dated history is sparse, with entries in 2014-12, 2019-08, a small concentration in 2020 (two in May, two in November), and one in 2024-04, showing no clear overall trend beyond a slight bump in 2020. The clear traction leader is Autotile-Studio with 24 stars, while the other two tracked members have zero stars each.
- Shared WhatsApp business inboxes8 entriesfirst seen 2020-04-24This cluster consists of mobile apps providing shared WhatsApp inboxes for businesses, with features like team collaboration, quick replies, contact management, and marketing campaign tools. Dated entries appear sporadically from April 2020, with three entries between January and June 2026, suggesting recent activity. The traction leaders—we-just-met, WATI, and Leadr Space - Team Inbox—all show zero stars, so no product has a clear traction advantage.
- AI mobile code editors8 entriesfirst seen 2020-04-12The cluster consists of mobile code editors that combine AI coding assistance with remote file/server access, Git integration, and deployment from a phone. Its dated history is too thin to read a shape from: only two dated entries exist before the index start. AstraCode leads traction with 2 stars, while cretli and Web IDE - AI Code Editor have 0 stars.
- Gamified household chore apps8 entriesfirst seen 2020-03-25This cluster consists of mobile apps that gamify household chores using points, streaks, rewards, and scheduling features. Entries appear sporadically from March 2020, with most dated entries concentrated in 2025 and early 2026. Among the traction leaders, Questify shows the strongest activity signal.
- Browser-based EPUB readers8 entriesfirst seen 2020-02-25The cluster consists of web-based tools for uploading, converting, reading, and managing EPUB e-books, including features like reading progress and collections. The cluster's dated history is too thin to read a shape from; only 4 dated members exist, and the rest are undated. Among those with traction signals, WebToEpub-App leads with 4 stars, while TaqReader and booklore have 0.
- SSH server management GUIs8 entriesfirst seen 2020-02-08This cluster consists of desktop and web GUI tools for SSH/SFTP remote server management, combining terminal access, file browsing, process monitoring, and deployment utilities. Dated entries appear sporadically from February 2020 to July 2026, with a long gap and then two entries in the final pre-index month, making the timeline shape thin but visible. Traction is low overall, with asproops and terminal-remote tied at 2 stars each, while Keymaker trails at 0 stars.
- Mobile real estate CRMs8 entriesfirst seen 2020-01-16This cluster comprises mobile-first CRM tools for real estate agents, covering client management, deals, showings, follow-ups, and e-signatures. Dated entries appear sporadically between December 2018 and April 2026, with no clear cadence or concentration. All three traction leaders—Legendary Connect CRM, primebroker-exchange, and Closing CRM - Real Estate—are tied at zero stars, so no product stands out as a traction leader.
- Scanner and digitization apps8 entriesfirst seen 2019-11-29This cluster comprises desktop and client applications for acquiring and processing images from scanners and similar hardware, covering documents, photos, slides, and microscope control. Dated entries appear in 2019, 2021, 2023, and 2026, with the largest single-month count in April 2026, though the total volume before the index is modest. Traction leaders are Skanlite, Skanpage, and Epson Scan 2, each with 0 stars.
- Instrument exam practice partners8 entriesfirst seen 2019-10-21This cluster consists of practice companion apps for individual instruments—piano, brass, and cello—that offer adjustable-tempo accompaniment tracks and looping to support graded exam preparation. Dated entries appear sporadically from 2014 to 2024 with no clear trend, though there are enough to identify a thin but consistent presence before the index began. ABRSM Piano Practice Partner leads in traction activity, though all members currently show zero stars.
- Terminal clients for messaging8 entriesfirst seen 2019-10-19This cluster consists of terminal- and command-line-based clients for messaging platforms, primarily Telegram, including a bridge to Grok. The dated history shows sporadic entries from late 2019 through 2025, with a small concentration of entries in early 2026 (February and March). In terms of traction, grok-telegram-bridge leads with 3 stars, followed by Notgram with 2 stars.
- Android DNS configuration tools8 entriesfirst seen 2019-10-01This cluster consists of five Android-focused apps for managing DNS settings, including secure recursive DNS via Quad9, toggling Private DNS from Quick Settings, and overriding hosts files without root. Their dated entries appear sporadically: one in September 2019, one in June 2023, two in 2025, and one in July 2026, indicating intermittent release activity. Traction is minimal; the top products (DNS Toggle, QuickTile Settings, and Quad9 Connect) all report zero stars, so no product stands out as a traction leader.
- Jigsaw and photo puzzle games8 entriesfirst seen 2019-09-30This cluster consists of puzzle games, primarily jigsaw puzzles built around photos and images, along with variations such as nonogram number puzzles and a Sudoku solver. The dated entry history before the index start is sporadic, with single entries appearing in 2014, 2019, 2020, 2024, 2025, and 2026, showing no clear trend. Traction leaders, based on activity signal, are Nonogram - Jigsaw Number Game, Vision-Based-Sudoku-Solver, and Tetzle, all of which have zero stars.
- Accounting client portal apps8 entriesfirst seen 2019-08-15This cluster consists of client portal applications for tax preparation and accounting firms, enabling clients to securely upload documents, complete forms, chat, sign documents, and pay invoices. Dated entries before the index start appear sporadically from August 2019 through July 2026, with occasional new entries in 2025 and 2026. Among the tracked products, ca-compliance-vault shows the highest activity signal with 1 star, while TaxDome Client Portal and C & V Income Tax Services have 0 stars.
- Philips Hue control apps8 entriesfirst seen 2019-05-11This cluster contains apps for controlling Philips Hue smart lights, including Android shortcuts and widgets, a comprehensive smart home scene manager, and a macOS menu bar controller. The dated history shows five entries spread unevenly from June 2015 to August 2025, with no discernible pattern. HueReka leads on traction with 3 stars, while huebar and aura each have 1 star.
- Linux webcam control tools8 entriesfirst seen 2019-04-29This cluster consists of desktop utilities for adjusting settings and controls of V4L2-based devices such as webcams, covering brightness, HDR, pan/tilt/zoom, and vendor-specific controls on Linux. The dated entries appear sporadically, with single entries in 2017, 2019, 2022, 2024, and 2026, indicating a thin but steady pace of releases. Traction is minimal, as the three leading members (v4l2ucp, WebCamControl, touplite) all have zero stars, showing no dominant player.
- Diagram generation and layout libraries8 entriesfirst seen 2019-02-06This cluster comprises libraries and tools for programmatically generating and automatically laying out diagrams from various inputs, such as hardware descriptions, geometric data, clustering results, and graph structures. Dated entries are sparse and irregular, with six entries between 2019 and 2025, showing no clear trend or momentum. All traction leaders (tsqx, ogdf-docs, ogdf) have zero stars, indicating no significant activity signal among the members.
- AI music video generators8 entriesfirst seen 2018-12-21This cluster consists of AI tools that transform a song and a user's story (often with a photo) into a music video by automatically generating and editing scenes. Its dated history shows a single entry in December 2018, then a pause until a series of entries from August 2025 to February 2026, so the shape is a sparse early entry followed by a recent cluster. Traction leaders are Sondo, InMe, and Dropbeat, though all show zero stars.
- Persistent IRC clients8 entriesfirst seen 2018-11-17The cluster consists of IRC clients that keep users continuously connected via server-side bouncers or persistent cores, providing session sync, push notifications, and cross-device message history. The dated history is too thin to read a shape from, with only 3 dated entries before the index start, so the cluster either predates the index or most members are undated. Traction is led by motd, Quasseldroid, and IRCCloud, each with 0 stars, indicating early-stage activity.
- Amateur radio exam prep apps8 entriesfirst seen 2018-07-02These products form a cluster of mobile study apps for amateur radio license exams, offering practice questions, mock exams, flashcards, and progress tracking across U.S. FCC and German license classes. The cluster's dated history is too thin to read a shape from, with only four dated entries predating the index start. Traction leaders, based on activity signals, are Ham Test, KC3ICT Ham Study, and Funktrainer, all showing minimal engagement.
- Transgender dating and health apps8 entriesfirst seen 2018-07-01This cluster consists mostly of dating and social apps for transgender, genderqueer, and LGBTQ+ singles, plus one local-first hormone-monitoring app for transgender women. Before the index began, entries appeared slowly and irregularly from June 2016 through August 2023, with several months to years between each new product. HRT-Monitor leads on traction with 1 star, while My Transgender Date: TS Dating and Trans Dating, Live Chat: TranX trail at 0 stars.
- Black hole growth collection games8 entriesfirst seen 2018-06-24This cluster comprises mobile casual puzzle/arcade games where players guide a growing hole or ball to swallow objects, grow larger, and complete goals such as collecting targets or earning money. Entries appeared sparsely: one each in mid-and late-2018, then a gap of nearly four years before one in mid-2022, followed by single entries in late-2022, mid-2024, early-2025, and late-2025. The traction leaders, by activity signal, are Hole Stars: Puzzle Game, All in Hole: Black Hole Games, and Hole Em All: Collect Master, each with 0 stars.
- Vocal training and coaching apps8 entriesfirst seen 2018-06-13This cluster contains mobile and web applications for vocal practice, singing instruction, and voice coaching, offering features like pitch detection, personalized exercises, and AI feedback. The dated history before the index start spans from June 2018 to August 2025, with a concentration of three entries in mid-2025. Among the traction leaders listed, all exhibit 0 stars, so no single product stands out in activity signal.
- medical exam prep apps8 entriesfirst seen 2018-04-22This cluster is made up of mobile and web apps that help medical students and junior doctors prepare for clinical exams via practice questions, mock exams, flashcards, and simulations. The dated history shows only sparse entries: 2015-12, 2018-04, 2022-02, 2025-04, and 2025-10, yielding no readable trajectory. The traction leaders by activity signal are eMedici Medical Education, modular-medico, and Geeky Medics - OSCE revision, each recording 0 stars.
- Interactive fiction creation platforms8 entriesfirst seen 2018-03-27This cluster spans tools and platforms for creating, playing, and co-writing interactive fiction and text-based narrative games, from mobile libraries of branching stories to desktop authoring editors and collaborative AI writing spaces. The dated history before the index is thin and irregular—nine entries scattered across 2014–2026 with no consistent trend, often several years apart. On traction, storied leads with a single star, while story-weaver and bydebut trail at zero stars.
- game memory editing tools8 entriesfirst seen 2018-02-28This cluster comprises desktop utilities for scanning and modifying the virtual memory of running processes, primarily to alter game behavior or build cheats. The dated history is too thin to read a shape from, as only 4 dated entries exist before the index start. Traction leaders by activity are dolphin-memory-engine-bin, game-cheetah, and varedit, each with 0 stars.
- Wedding preparation games8 entriesfirst seen 2018-02-26This cluster consists of wedding-themed dress-up and planning games where players style brides, organize ceremonies, or prepare a wedding. The dated entries are sparse, appearing in five separate months between December 2017 and August 2022, showing no observable pattern. The traction leaders by activity signal are 'Wedding party planner game new', 'Wedding Stylist: Dress Up Game', and 'Dream Wedding Planner Game', all with zero 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.