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WHITESPACE · CLUSTER INDEX · 10,387 CLUSTERS

Clusters

Every group of products the index has found building the same thing. Biggest collisions first, or newest first — all 10,387 of them, 50 to a page.

  1. Hotel cabin management dashboards5 entriesfirst seen 2025-08-07This cluster is made up of web-based hotel management tools that let staff handle cabins, bookings, guests, and daily operations from a single internal dashboard. Its dated history before the index start is too thin to read a shape from — only two dated entries exist, so the cluster predates the index or its members are largely undated. On traction, Hotel-management-system leads the activity signal with 0 stars.
  2. snow removal job scheduling5 entriesfirst seen 2025-08-06This cluster consists of web and progressive web apps that help snow removal businesses and contractors manage scheduling, clients, jobs, and work orders, with some also serving homeowners and providing preliminary quotes. The cluster's dated history is too thin to read a shape from — only one entry predates the index and most members have no source date — so it appears to predate the index or is largely undated. Traction leaders are all at zero stars, with snoworo showing the highest activity signal, followed by MonDeneigeur-PWA and Snow Removal Job App.
  3. Nomad accommodation booking platforms5 entriesfirst seen 2025-07-24This cluster comprises platforms and mobile apps that help digital nomads and travelers discover, book, and manage temporary housing, retreats, and coworking-related amenities. The dated history before the index is too thin to read a shape from—only one dated entry exists, and three members have no source date. Traction is led by Flight-Hack, nomadic-nest-haven, and RoamIQ, each with 0 stars on the activity signal, though overall activity is minimal.
  4. Hindu puja ritual planning and booking5 entriesfirst seen 2025-07-23This cluster comprises web platforms that help users plan, book, and perform Hindu puja rituals by connecting them with verified priests, often also facilitating item ordering. The dated history before the index start is too thin to read a shape from—only one dated entry exists, while most members are undated or fall after the index began. Traction leaders, though with no stars recorded, are Jain-Weddings-usa, epooja, and pujaCircle, indicating early-stage activity rather than proven growth.
  5. Dutch automated bookkeeping platforms5 entriesfirst seen 2025-07-23This cluster consists of platforms that automate bookkeeping and tax preparation for Dutch small businesses and freelancers, handling invoices, expenses, and VAT calculations. The dated history is too thin to read a shape from, with only three dated entries prior to the index start. On traction, paperwork-public holds the strongest activity signal with one star, while facturen and brenqo have none.
  6. Ghana Stock Exchange trackers5 entriesfirst seen 2025-07-17This cluster consists of mobile apps and a terminal for tracking the Ghana Stock Exchange, offering live or end-of-day prices, portfolio management, watchlists, alerts, and in some cases AI insights or backtesting. The dated history before the index start includes only three entries, so the cluster's entry timeline is too thin to read a shape from—it either predates the index or its members are undated. On traction, gse-terminal leads the activity signal, followed by ISEDAN and Wallflake, though all currently show zero stars.
  7. Online store and shopping apps5 entriesfirst seen 2025-07-14This cluster consists of online store applications that let shoppers browse product catalogs and complete purchases, including one kiosk app for in-store navigation and recommendations. The dated history before the index start includes only three entries, too few to discern any trend shape. The traction leaders, all with zero stars, are IsaStore-Ecommerce, aisle-genius-kiosk, and E-commerce-app.
  8. AI full-stack app builders5 entriesfirst seen 2025-07-13This cluster consists of web-based tools that use AI coding assistants to generate software from natural-language prompts, with one also orchestrating local AI agents and another focused on replaying session transcripts. Entry counts before the index start were highest in July 2025 (3), then fell to 1 each in August and October 2025. Claudable leads traction with 4046 stars, well ahead of TalkReplay (21) and bolt.new (0).
  9. Geopolitical web visualizations5 entriesfirst seen 2025-07-08This cluster comprises interactive web visualizations and dashboards that depict geopolitical dynamics, historical crises, and demographic shifts. The dated history of these products is too thin to read a shape from, with only one dated entry before the index start, indicating the cluster predates the index or has undated members. The traction leader is cuban-missile-pulse-viz, which leads on activity signal.
  10. AI event planning apps5 entriesfirst seen 2025-07-06The cluster consists of AI-powered applications that assist with event planning, primarily by generating visualizations of decor and settings from photos or text, with one app focusing on personalized speech writing. The dated history, with five entries before the index start, shows one entry each in July, August, and September 2025, then a gap until two entries in April 2026. Traction leaders are Wedding Vision AI, AI Party Design: Event Planner, and Wedding Decor AI Planner, all with zero stars, indicating limited user activity.
  11. Precious metal melt value calculators5 entriesfirst seen 2025-07-02This cluster consists of web apps that compute melt values or price-per-gram for gold, silver, and related sub-commodities using current market rates. The dated history is too thin to read a shape from—only one dated entry exists before the index start, and the rest are undated or appear after coverage began. All three members show zero stars on traction, so no clear activity leader emerges.
  12. YouTube-to-blog converters5 entriesfirst seen 2025-06-30This cluster consists of tools that convert YouTube videos into blog posts, typically formatting them for SEO and publishing to platforms like WordPress. The dated history is too thin to read a shape from—only one dated entry predates the index, and other members are undated. On traction, inkfeed shows the highest activity signal, though all listed members have zero stars.
  13. Local item exchange apps5 entriesfirst seen 2025-06-24This cluster consists of mobile apps and websites that let people sell, trade, or donate used items to nearby individuals and organizations, often with a focus on free giving and pick-up arrangements. The dated entry history is too thin to read a shape from — only two dated entries exist before the index start, so the cluster predates the index or its members are undated. Traction leaders are Grab-it, Re-Use, and event-lend-app, each currently at 0 stars, indicating minimal tracked activity.
  14. AI posture coaching apps5 entriesfirst seen 2025-06-15This cluster includes apps that use AI, cameras, or pressure sensors to analyze user posture and provide real-time feedback for exercise form, sitting habits, or photo posing. Entries before the index start appeared sporadically: two in June 2025, one in July 2025, two in September 2025, then a gap until one in May 2026 and one in July 2026. All three traction leaders—PosePilot, Forge-fit-AI, and Cadeira-Ergon-mica-inteligente—have zero activity stars.
  15. Men's partner period trackers5 entriesfirst seen 2025-06-13The cluster consists of mobile apps that help men track their partner's menstrual cycle and ovulation, with reminders, mood insights, and support or gift suggestions. Only 4 dated entries exist before the index start, too few to read a timeline shape, so the cluster's dated history is too thin – it predates the index or its members are undated. Traction leaders by activity signal are Yuni: Period Tracker for Men, Attune: Period Tracker for Men, and Period Tracker - MoodSwings, each with 0 stars.
  16. Exam seating scheduling platforms5 entriesfirst seen 2025-06-12This cluster centers on platforms that schedule, arrange, and manage exam seats and halls for educational institutions. The dated history shows a sparse, regular cadence with one entry roughly every few months from early 2024 to early 2026, indicating steady but rare submissions. Seatwise leads in traction with 3 stars, followed by SeatWise-SaaS at 2 stars, while Exam-Hall- has none.
  17. Hackathon-themed game experiences5 entriesfirst seen 2025-06-11This cluster comprises several hackathon-themed games and interactive experiences, spanning vision-based quests, arena battles, casual entertainment, CTF-based recruitment challenges, and crafting games. Only three dated entries exist before the index start, so the cluster's dated history is too thin to read a shape from. Traction leaders by activity signal are sih-recruitment-terminal, hackaton_craft, and bolt-ematchi, all currently showing 0 stars.
  18. Open-source alternative finders5 entriesfirst seen 2025-06-07This cluster includes curated directories and web apps that help users discover free, open-source, or self-hosted alternatives to proprietary software, often with search, filters, and community suggestions. The dated history before the index start is too thin to read a shape from—only one dated entry exists, so the cluster's growth pattern cannot be inferred. Among traction leaders, OpenStore leads with 55 stars, while the other members show no traction activity.
  19. School admin website platforms5 entriesfirst seen 2025-06-05This cluster consists of school websites that pair public information pages with an admin dashboard for managing news, events, announcements, and photo galleries. The dated history is too thin to read a shape from — only a single dated entry exists before the index start, so the cluster likely predates the index or its members are undated. Traction is led by infohub (1 stars), with DAS-Metrovillle-Campus and SrtVidyamandir3D each at 0 stars.
  20. Personal to-do list web apps5 entriesfirst seen 2025-06-04This cluster consists of three web apps that all offer the same basic personal to-do list functionality: create, organize, and track tasks. The dated history is too thin to read a shape from—it predates the index or its members are undated. The traction leader is trpc-task-manager with 1 star, while extask and TodoList each have 0 stars, so activity is minimal overall.
  21. Social calorie tracking apps5 entriesfirst seen 2025-06-02This cluster comprises social nutrition apps that combine calorie/macro logging with social sharing, friend groups, leaderboards, and AI-based coaching or meal scanning. Before the index start, dated entries were sparse: one in December 2021, one in June 2025, then one in February 2026 and two in March 2026. Traction leaders, all with zero stars, are PairFuel, InOut - Calorie Counter, and milkberi.
  22. Photo-based calorie tracking apps5 entriesfirst seen 2025-05-15This cluster consists of calorie tracking apps that use meal photos, barcode scans, and sometimes voice input to estimate nutrition and track macros, fasting, and health progress. The dated history before the index start is too thin to read a shape from, as only 4 dated entries exist, fewer than the 5 needed for a discernible pattern. Traction leaders, based on activity signal, are pilaracademia, Nutrivine: AI Calorie Counter, and NutriSnap - AI Calorie Counter, each with 0 stars.
  23. Casual browser game sites5 entriesfirst seen 2025-05-12This cluster consists of websites offering casual browser games for free play, including specific titles like 2048, Snake, and arcade-style challenges. The dated history is too thin to read a shape from — only three dated entries exist, too few to discern a trend, and the index began collecting in August 2026. On traction, the leading members—noriter-web, walltag-games, and saiifer-arcade-galaxy—each have 0 stars, indicating minimal activity.
  24. Relaxing single-player jigsaw puzzles5 entriesfirst seen 2025-04-30This cluster consists of relaxing, single-player jigsaw puzzle games with freely movable pieces and persistent saves, aimed at players of all ages. The dated history is too thin—only 4 dated entries before the index start—to discern a shape, indicating the cluster predates the index or has undated members. Traction leaders by activity signal are Palapeli, Jigsaw Puzzle Art: Relax Book, and Cozy Sort Studio, each with 0 stars.
  25. Real estate hub platforms5 entriesfirst seen 2025-04-26This cluster consists of web-based real estate hubs that centralize property search, listing management, and specialized views such as mobile home site maps, commercial deal tracking, and 3D municipal data. The dated history shows five entries spread across April 2025, May 2025, August 2025, January 2026, and February 2026, with no consecutive months, indicating sporadic discovery rather than a steady flow. Traction is led by hub-jetimob with 2 stars, while other members have 0 stars.
  26. TEDx event websites5 entriesfirst seen 2025-04-21This cluster consists of websites created for individual TEDx conferences, covering event details, schedules, registration, policies, and Q&A. The cluster's dated history is too thin to read a shape from—only one dated entry exists before the index start, and four members have no source date. Traction leaders are atriait-ted-policy-site, Tedmaq, and TEDxIIITD, each with 0 stars.
  27. LLM prompt security testing5 entriesfirst seen 2025-04-19This cluster comprises web-based tools that scan LLM prompts for security vulnerabilities, such as prompt-injection, and recommend remediation. The dated history is too thin to read a shape from—only one entry exists before the index start, and most members lack source dates. Traction leaders, in order, are PromptShield, prompt-shield, and deepteam-red-team-lab, though all currently show zero activity stars.
  28. Natural language app generators5 entriesfirst seen 2025-04-18This cluster consists of web-based AI coding assistants that generate full-stack applications from natural language prompts and allow users to select their preferred AI model. With only four dated entries before the index start, its dated history is too thin to read a shape from, suggesting it predates the index or its members are undated. The traction leaders are bolt-diy, polt, and jardinier, each currently at zero stars.
  29. Browser-based AI app builders5 entriesfirst seen 2025-04-17This cluster consists of AI-powered web development agents that operate entirely in the browser, letting users prompt, run, edit, and deploy full-stack applications. Dated entries before the index start show an initial batch of four in April 2025 and a single follow-up in December 2025, indicating sparse early activity. Bolt and Clicksutra- lead the cluster's traction signal, though all members currently show zero stars.
  30. Anime ranking and chart apps5 entriesfirst seen 2025-04-15This cluster consists of web platforms that organize and visualize anime data, letting fans rank, rate, and compare series through interactive charts and voting. The cluster's dated history is too thin to read a shape from — only a single dated entry exists before the index start, so it predates the index or its members are undated. The traction leader is anime-data-symphony with 2 stars, ahead of web:react-anime-chart.vercel.app and epigrΔde, both at 0 stars.
  31. Browser AI app generators5 entriesfirst seen 2025-04-15This cluster consists of browser-based AI development environments that generate full-stack (or web) applications from natural-language prompts, with some offering offline tools or user-selected AI models. Based on the five dated entries before the index start, the timeline shows an initial concentration of three entries in April 2025, followed by one entry in December 2025 and one in June 2026 – a thin tail rather than a sustained pattern. Among members with traction signals, Bolt.diyy leads with 1 star, while zentro and ainn have 0 stars.
  32. GitHub repository scanning tools5 entriesfirst seen 2025-04-09The cluster comprises three SaaS tools that scan GitHub repositories, each targeting a different use case: monitoring third-party API usage and fixing breaking changes, identifying breaking changes between release versions, and generating sales leads from code activity. With only four dated entries before the index start, the cluster's history is too thin to read a shape from, suggesting it predates the index or its members are undated. Traction is low across the board, as the three named products each have zero stars.
  33. Natural-language coding assistants5 entriesfirst seen 2025-04-04This cluster consists of open-source, browser-based coding assistants that generate full-stack web applications from natural-language prompts, with users able to select the underlying AI model. One entry is an iMessage-driven agent that manages user-owned websites, while the others are more conventional prompt-to-app builders. The cluster's dated history is too thin to read a shape from—only four dated entries exist before the index start, and the index began collecting in 2026-08. Traction leaders by activity signal are iChef, Ai-agent, and grbanzo, each with 0 stars.
  34. File permission management tools5 entriesfirst seen 2025-04-01The cluster comprises desktop tools for inspecting, converting, and restricting file and folder permissions on Windows and Unix systems. Its dated history is too thin to read a shape from, as only two pre-index entries exist, so it predates the index or its members are undated. Traction leaders are PermissionScope with 4 stars, while Games8ThTeam-AppGuard and Seclore have no stars.
  35. GitHub contribution heatmaps5 entriesfirst seen 2025-03-29The cluster consists of tools that visualize GitHub contribution activity as calendar heatmaps, spanning web apps and terminal interfaces. With only two dated entries from before the index began, the cluster's dated history is too thin to infer a shape; it likely predates the index or its members are undated. Traction leaders all report zero stars, indicating minimal community adoption at discovery time.
  36. SaaS churn prediction and retention5 entriesfirst seen 2025-03-25The cluster comprises web apps that help SaaS companies predict and reduce customer churn, via churn-risk scoring, cancellation feedback surveys, incentive-based interception, and retention campaign tools. The cluster's dated history is too thin to read a shape from—it predates the index start or its members are undated. Among dated members, exitshield.eu and Flidget lead on traction with 1 star each, while churnnogo has 0 stars.
  37. Offline PDF editor apps5 entriesfirst seen 2025-03-06This cluster consists of mobile PDF editors that emphasize fully offline, on-device processing for tasks such as editing, scanning, merging, converting, signing, OCR, and compressing. Entries before the index start appear sporadically from mid-2023, with a slight increase in mid-2026, though the overall timing is uneven. DoctorDocs: PDF Editor-Scanner leads on traction, though with a low activity signal.
  38. Browser AI full-stack generators5 entriesfirst seen 2025-03-03This cluster consists of open-source AI coding assistants that generate full-stack web applications in the browser from prompts, using a choice of language models. The dated history before the index start includes only three entries, too few to discern a trend, so the cluster's timeline shape is indeterminate. The traction leaders are bolt.diy and Adrall, both with zero stars.
  39. AI full-stack browser app builders5 entriesfirst seen 2025-03-01This cluster consists of AI-powered web development tools that let users build full-stack apps directly in the browser using multiple LLMs; most entries are near-identical descriptions. The five dated pre-index entries are one from February 2025, three from March 2025, and one from July 2026, showing sporadic activity without a clear trend. Traction leaders, based on activity signal, are bolt.diy (listed twice) and redesigned-octo-robot, all with zero stars.
  40. catering and event booking apps5 entriesfirst seen 2025-02-28This cluster comprises mobile and web applications for discovering, booking, and managing catering services, party rentals, and event food orders, with some also handling venue-specific features like menus, merchandise, and table reservations. Dated entries before the index start appear sporadically across five months from February 2025 to July 2026, showing no clear trend, and two members have no source date. Traction is minimal across all members—ibekiatch, Kaliber, and caterease each show zero stars, so none leads meaningfully.
  41. Document to Markdown/JSON converters5 entriesfirst seen 2025-02-19This cluster consists of document parsing tools that convert PDFs, Office files, and scans into structured Markdown and JSON for downstream use. The cluster's dated history is too thin to read a shape from — only three pre-index entries exist, so it predates the index or members are undated. Traction leaders, all with zero stars, include Scholar-Agent, ParseAnything_DQ_P3, and python-mineru, indicating no dominant player yet.
  42. Star Wars fan browsing apps5 entriesfirst seen 2025-02-14This cluster consists of web apps that let Star Wars fans browse and explore franchise data—characters, planets, films, vehicles, and starships—often pulled from an external API, with one app focused on generating themed images. The cluster's dated history is too thin to read a shape from, as only a single entry exists before the index start and three members have no source date. Traction leaders are starWarsApiConsult, Star Wars Maker, and Star Wars Characters, each showing 0 stars.
  43. Terminal ASCII webcam feeds5 entriesfirst seen 2025-02-12A cluster of terminal applications that capture live webcam video and render it as ASCII art in the console. Dated entries appear sporadically from February 2025 to July 2026, with no clear trend. Traction leaders termicam-bin, ascii-cam, and charviews each have 0 stars, indicating minimal user adoption.
  44. Browser-based full-stack app generators5 entriesfirst seen 2025-02-08This cluster consists of developer web apps that generate full-stack applications in the browser from natural-language prompts, with some allowing users to choose the AI model. Dated entries show 4 in February 2025 and 1 in May 2026, indicating early concentration followed by a single later entry. Traction leaders Devonz, robai, and bolttest each show zero stars, so no product stands out in traction.
  45. Open-source multi-LLM coding assistants5 entriesfirst seen 2025-02-04This cluster consists of open-source AI coding assistants that run in the browser and let users pick from multiple large language models for code generation and editing. The dated history is too thin to read a shape from—only four dated entries exist before the index start, all identical, so the cluster predates the index or its members are undated. Traction leaders by activity signal are bolt.diy-2 (1 star) and Moon-AI-memory and bolt.coolfiy (0 stars each).
  46. Synchronized movie watching apps5 entriesfirst seen 2025-02-01This cluster consists of web applications that enable friends to watch movies together with synchronized playback, real-time chat, and in one case, voice notes. The cluster's dated history before the index start is too thin to read a shape from—only one dated entry exists, so it likely predates the index or its members are undated. Traction leaders, Muvidate, Watch_Movie-Together-Website, and drive-in, each show 0 stars, indicating minimal early adoption.
  47. Helmet detection and commerce5 entriesfirst seen 2025-01-27This cluster spans helmet e-commerce and helmet-wear verification via uploaded images or live camera feeds, with one app displaying check-in results. Its dated history before the index start is too thin to read a shape (only one dated entry). The 'web' product leads on traction with 4 activity stars, while the other two show 0 stars.
  48. Mosaic art generators5 entriesfirst seen 2025-01-24This cluster consists of applications that generate mosaic art from various inputs such as dice, media files, uploaded images, or music playlists. The dated history before the index start is too thin (only 3 dated entries) to read a shape from, so it predates the index or its members are undated. Among the products with active signals, media-mosaico leads with 1 star, while others have 0 stars.
  49. Hardware-accelerated video transcoders5 entriesfirst seen 2025-01-19This cluster consists of video transcoding tools that leverage hardware acceleration to convert between formats. The cluster's dated history is too thin to read a shape from, as only one pre-index entry exists. Among the members, 'handbrake-alternative-simple' leads in traction with 25 stars, while the others show no activity.
  50. Ebook sales landing pages5 entriesfirst seen 2025-01-18This cluster consists of landing pages that promote an ebook by showcasing its description and benefits while directing visitors to purchase or download it. The cluster's dated history before the index is too thin to read a shape from—only one dated entry exists, so it predates the index or its members are undated. Traction is low across the board, with all members tied at zero stars, indicating no clear activity leader.

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.