Whitespace.
See who already built your idea — and the space they left open.

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. AI web development agents4 entriesfirst seen 2025-03-04This cluster comprises AI-powered web development agents that allow users to prompt, run, edit, and deploy full-stack applications directly in the browser. The dated history before the index start includes only three entries, too few to discern a meaningful entry pattern. Traction leaders based on activity signal are boltz, nothing-ai, and ArabicAiBolt, all reporting zero stars.
  2. AI prompt-to-web-app builders4 entriesfirst seen 2025-03-03This cluster covers browser-based tools that turn natural-language prompts into working web output: most members let a user pick an AI model and generate a full-stack web application, while one focuses on creating and publishing web pages through an AI assistant. The cluster's dated history is too thin to read a shape from — only four dated source entries exist, all before the index start, and the rest of the record is sparse, so any month-by-month pattern would be an artifact of coverage rather than a real trend. On activity signal, three members are noted as traction leaders, test9-pages, bolt.new and Boltdiy, each recorded at 0 stars, so no member currently separates from the pack.
  3. Arabic RTL e-commerce stores4 entriesfirst seen 2025-03-02This cluster comprises full-featured e-commerce web applications tailored for Arabic-speaking markets, with RTL interface support, product catalogs, checkout, and admin dashboards, spanning niches such as eyelash products and CCTV equipment. The dated 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. On traction, E-commerce-Project---ReactJs leads with 1 star, while the other two members show 0 stars.
  4. Browser-based AI coding assistants4 entriesfirst seen 2025-03-01This cluster consists of four identical open-source AI coding assistant tools that allow users to choose among multiple language models and build/deploy web applications directly in the browser. The dated history is too thin to infer a timeline shape, with only four dated entries prior to the index start. All traction leaders—bltnw, boltdiy, and jubilant-succotash—have zero stars, indicating no significant traction signal.
  5. Browser-based AI app builders4 entriesfirst seen 2025-03-01This cluster consists of AI tools that generate, run, and deploy full-stack web applications from natural-language prompts entirely within the browser. The dated history is too thin to read a shape from, with only 4 dated entries before the index start, so the cluster's timeline predates the index or its members are undated. Traction leaders, each with 0 stars, are AI-website-geenrator, zeroaicode, and bolt.me.
  6. ISS tracking web apps4 entriesfirst seen 2025-02-23This cluster consists of web applications centered on displaying the International Space Station's real-time location, with one also incorporating earthquake alerts and astronaut data. The cluster's dated history is too thin to read a shape from—only one pre-index entry exists, so it predates the index or its members are undated. Traction among the three members is nominal, with iss-tracker leading the activity signal at 0 stars, followed by DTFIAS and Planet-Pulse.
  7. AI conference deadline countdown apps4 entriesfirst seen 2025-02-22This cluster consists of macOS menu bar apps that help researchers track AI conference submission deadlines with countdowns and favorites. The cluster's dated history is too thin to read a shape from — it predates the index or its members are undated. Among members with traction data, ai-deadlines leads with 349 stars, far ahead of DDL-Desk and deadline-widget.
  8. AI radio broadcasting and ads4 entriesfirst seen 2025-02-20This cluster comprises AI-driven radio tools, spanning a self-hosted always-on music-and-narration station and platforms that generate and launch audio ads from text prompts. The dated history is too thin to read a shape from—only two pre-index entries exist, so the cluster predates the index or its members are undated. Traction leaders, based on activity signals, are Zephyrus_AI_DJ (1 star), while audio-ad-guru and AI Radio Ad Generator show 0 stars.
  9. Open-source LLM browser coding assistants4 entriesfirst seen 2025-02-16All four statements describe the same open-source AI coding assistant that runs in the browser and lets users choose their preferred LLM for full-stack web development. The cluster's dated history is too thin to read a shape from -- only 4 dated entries exist, so it predates the index or most members are undated. The highest activity signal is shown by bolt2, 1, and bunker, but each carries 0 stars, so no member displays meaningful traction.
  10. Browser-based AI coding assistants4 entriesfirst seen 2025-02-10The cluster consists of identical product ideas for an open-source AI coding assistant that runs in the browser, enabling users to build full-stack apps by prompting with their preferred LLM. The dated history before the index start includes only 4 entries, too few to discern a trend, so the cluster's dated history is too thin to read a shape from. Traction leaders, based on activity signal, are boolt.diy, bolt.diy, and urban-octo-succotash, each with 0 stars.
  11. Browser-based AI app generation4 entriesfirst seen 2025-02-10This cluster consists of open-source AI coding assistants that generate full-stack web applications directly in the browser from text prompts. The dated history is too thin to discern a timeline shape, as only four dated entries exist before the index start. The traction leaders are bolt-diy-tmp, optfit, and bot, each with 0 stars, indicating minimal public activity.
  12. AI full-stack app builders4 entriesfirst seen 2025-02-05This cluster consists of AI-powered web apps that prompt, run, and deploy full-stack applications using any LLM. The dated history before the index start includes only 4 entries, which is too thin to read a shape from, suggesting the cluster predates the index or its members are undated. Traction leaders by activity are bolt.diy and bolt-new, each with 0 stars, indicating limited observable traction.
  13. Empty Lovable starter projects4 entriesfirst seen 2025-02-05This cluster consists of four Lovable-generated web application projects whose repository documentation provides no functional description, indicating they are default or placeholder scaffolds. The dated entry history is too thin to read a shape from—only four entries exist before the index start, all with zero stars. Traction is led by users sanket, elevatebook, and frontant, each showing 0 stars and minimal activity.
  14. AI-generated Lovable web apps4 entriesfirst seen 2025-02-04This cluster consists of four identical product ideas, each described as an AI-generated web application built with Lovable. With only four dated entries before the index start, the cluster's dated history is too thin to read a shape from. Traction leadership is held by project-uE4nd0FO0dBRObpx4sTi with 1 star, while the other two named projects have 0 stars.
  15. Multi-LLM code generation apps4 entriesfirst seen 2025-01-21This cluster consists of AI-powered web applications that let users choose from multiple LLMs to generate full-stack code in the browser. The dated history is too thin to read a shape from, as only four dated entries exist, all predating the index start. Traction leaders among these early products are jibl3az, bolt, and mybolt, each with 0 stars, indicating early-stage activity.
  16. AI full-stack app generators4 entriesfirst seen 2025-01-18This cluster consists of AI-powered web-based coding environments that generate full-stack applications from natural language prompts using various language models. The dated entry history (only 4 entries before the index start) is too thin to discern a timeline shape, so the cluster's pre-index trajectory cannot be characterized. Traction leaders, based on activity signal, are bolt.diy, bolt.dyx, and cool-, each with 0 stars.
  17. Browser-based AI coding assistants4 entriesfirst seen 2025-01-09This cluster consists of browser-based AI coding assistants that generate full-stack web applications from natural-language prompts and allow switching between multiple language models. The dated history is too thin to read a shape from — only four dated entries exist before the index start, so the cluster predates the index or its members are undated. Traction leaders by activity signal are Valentinesssdayyy, bolt, and Bolt, each with 0 stars.
  18. AI browser-based dev environments4 entriesfirst seen 2025-01-09This cluster consists of open-source, AI-powered full-stack web development interfaces that let users build, edit, run, and deploy applications entirely within the browser. The dated history is too thin (only four entries) to read a shape from, and it appears to predate the index start or have undated members. Traction leaders among dated members are frankymonster2, bolt2, and codebuilder, each with 0 stars, indicating no visible activity signal.
  19. In-browser AI app builders4 entriesfirst seen 2025-01-04This cluster consists of AI-powered web applications that generate full-stack applications directly in the browser, with users able to select from multiple language models for each prompt. The cluster's dated history is too thin to read a shape from—only four dated entries exist before the index start, all on different dates. Traction is minimal: Bolt199 leads with 1 star, while stack and got-bolt have 0 stars.
  20. AI model selection and generation4 entriesfirst seen 2025-01-04This cluster consists of open-source web apps that help users select AI models, either to find the best model for their needs or to generate and edit full-stack applications. The cluster's dated history is too thin to read a shape from, as only 4 dated entries exist before the index start. Traction leaders are d, Ai, and codebuild, each with 0 stars.
  21. Open-source prompt-to-fullstack app builders4 entriesfirst seen 2025-01-03This cluster covers open-source browser-based tools that turn text prompts into full-stack applications, with each prompt routed to a user-selected AI model. Its dated history is too thin to read a shape from: only four dated entries exist, all of them predating the index start, and no members have surfaced since the index began collecting. Traction among the listed leaders is flat, with BoltDiy, boltdiy, and bolt.old each showing 0 stars.
  22. Open-source AI web app builders4 entriesfirst seen 2025-01-02This cluster consists of open-source AI coding assistants that generate full-stack web applications directly in the browser from natural-language prompts, with user-selectable AI models. The dated history is too thin to read a shape from, as only four dated entries exist. Traction leaders include sheytoon, kekw, and bolt.diy, each with zero stars, indicating minimal activity signal.
  23. Combat game customization mods4 entriesfirst seen 2024-11-10This cluster consists of modding tools and content additions for combat-focused games, including a standalone action game, a VR combat mod, and a weapon/difficulty mod menu. The dated history is too thin to read a shape from—only two pre-index entries exist—so the cluster appears to predate the index or its members are undated. On traction, Phantom-Blade-Zero-External-Mod-Menu leads with 3 stars, while other members have 0 stars.
  24. Photo-based calorie counting apps4 entriesfirst seen 2024-10-27This cluster comprises mobile apps that use photo recognition to identify foods from meals, compute calories and macros, and track toward nutrition goals, with some adding recipe estimation, water tracking, and personalized coaching. The cluster's dated history is too thin to read a shape from, as only four dated entries exist before the index start, so no timeline trend can be inferred. Traction leaders, based on activity signal, are Food Calorie Counter, Tracker, AI Calorie Counter: SnapToFit, and Kcalz: AI Calorie Counter, though all currently show zero stars.
  25. Automated music download managers4 entriesfirst seen 2024-10-15This cluster consists of music collection managers that automatically download new music from newsgroups and torrents, as described identically in all four idea statements. The dated history includes only 4 entries before the index start, which is too few to discern any meaningful shape, indicating the cluster's activity predates the index or is undated. Traction is led by lidarr-develop-bin, lidarr-develop, and lidarr, each currently showing zero stars.
  26. Terminal text effects tools4 entriesfirst seen 2024-10-07This cluster comprises command-line utilities and libraries that add visual text effects such as styling and animation to terminal output. The dated history is too thin to read a shape from, with only 2 dated entries before the index start. On traction, ttfx leads with 0 stars, followed by hypa-ttfx-bin and baeru-bin, also at 0 stars.
  27. Supermarket management sims4 entriesfirst seen 2024-07-03This cluster contains supermarket management simulation games where players stock shelves, serve customers, hire staff, and expand their store to grow profits and ratings. The dated history is too thin to read a shape from, as only two dated entries exist before the index start, and several members are undated. Traction leaders, all with 0 activity stars, include Megastore-Community-Edition-2026, My Supermarket Simulator 3D®, and Supermarket Simulation - Game.
  28. Android Xray proxy clients4 entriesfirst seen 2024-01-30This cluster comprises Android proxy/VPN clients that route traffic through encrypted servers, often leveraging Xray-core or similar backends with features like routing rules, subscription imports, and multiple proxy protocols. Entries appear sporadically across 2022, 2024, 2025, and 2026, with no consistent pattern. Traction leaders are Clash Meta For Android, Xray, and XrayFA, though all show zero stars on the activity signal.
  29. AI database management tools4 entriesfirst seen 2023-11-08This cluster consists of database management tools that combine AI assistance with BI reporting to help users query and administer multiple database systems. The dated history is too thin to read a shape from, as only two pre-index entries exist. Among the traction leaders, chat2db-pro-bin, chat2db-community-bin, and chat2db show the highest activity, though each has zero stars.
  30. Local AI document Q&A apps4 entriesfirst seen 2023-11-01These are desktop or terminal applications that run a local AI model to answer questions, often drawing from the user's own documents, with an emphasis on privacy. The cluster's dated history is too thin to read a shape from -- it predates the index or its members are undated. Among the traction leaders, mybutler has 22 stars, followed by local-rag-agent (1 star) and anything-llm (0 stars).
  31. Alternative mobile OS installers4 entriesfirst seen 2023-11-01These desktop applications help users install alternative operating systems or manage app installation on mobile devices, ranging from drag-and-drop APK installers to guided flashes of Ubuntu Touch. The dated history is too thin to read a shape from, as only one entry exists before the index start and the rest are undated or from coverage after that. On traction, winstall leads with 1 star, while wsa-autoinstall and OpenAndroidInstaller each have 0.
  32. AI podcast Q&A players4 entriesfirst seen 2023-10-24This cluster comprises mobile podcast players that use AI to field listener questions about episode content, deliver summaries and highlights, and build playlists to relevant segments. Its dated history is too thin to read a shape from—only 4 dated entries exist before the index start, all older months—so the cluster's pre-index trajectory cannot be characterized. Traction leaders by activity signal are Podknow - Podcast & Offline AI, AskAlong: AI Podcast Player, and SmartCast: AI Podcast Player, each currently at 0 stars.
  33. Terminal radio players4 entriesfirst seen 2023-10-16This cluster consists of terminal-based applications for streaming and recording live radio stations, typically using tools like mpv and bash. The dated history is too thin to read a shape from, with only four dated entries before the index start, all of which predate the index or are undated. Traction is negligible across the cluster, with the top members (tunein-cli-bin, radio-record-cli, radioactive) each showing zero stars, indicating no clear leader.
  34. PipeWire graphical audio routing tools4 entriesfirst seen 2023-09-23This cluster comprises graphical utilities for managing and routing streams in the PipeWire audio server, including device renaming, graph inspection, and connection of audio, video, and MIDI streams. The cluster's dated history is too thin to read a shape, with only three dated entries before the index start. Traction leaders are qpwgraph, Helvum, and Simple Wireplumber GUI, each with zero stars.
  35. Android positioning libraries4 entriesfirst seen 2023-09-16This cluster consists of Android library packages that provide position, satellite, and area monitoring classes, each tailored for a specific CPU architecture (armv7a-eabi, x86, aarch64, x86-64). The dated history is too thin to read a shape from, with only four dated entries before the index start. Traction leaders, based on activity signal, are the x86 and x86-64 variants, though all have zero stars.
  36. Sublimation design apps4 entriesfirst seen 2023-04-24This cluster is apps for creating and customizing sublimation printing designs, featuring templates, editing tools, cut files, AI generation, and 3D mockups aimed at crafters, clothing designers, and small businesses. The dated history before the index start is too thin to read a shape from—only 4 dated entries exist, so the cluster's entry timeline is not discernible. All traction leaders show 0 stars, meaning no product currently stands out in activity.
  37. Screenshot OCR text extraction tools4 entriesfirst seen 2023-01-22This cluster consists of personal and desktop utilities that capture or index screenshots and apply optical character recognition to extract text, with one member also enabling search and grounded answers with source images and another integrating extracted text into a shell environment. The cluster's dated history before the index start is too thin to read a shape from — only 3 dated entries exist, so it predates the index or its members are largely undated. Traction leaders by activity signal are screenshotReader, noctalia-plugin-screenshot-ocr, and textshot, each with 0 stars.
  38. Rowing machine workout trackers4 entriesfirst seen 2023-01-14This cluster consists of mobile apps that capture rowing machine workout data, either via direct USB connection, photo scanning of the display, or real-time data streaming, and log it for analysis. The dated history before the index start includes only three entries, too thin to discern a timeline shape. Among traction leaders, RowLab has the highest activity signal with 2 stars.
  39. Offline chess with AI opponents4 entriesfirst seen 2023-01-10The cluster consists of offline chess games offering human-like AI opponents with adjustable difficulty, some including match analysis or physical board support. The dated entry history is too thin to read a shape from, with only two dated entries before the index start. Traction leaders, based on activity signal, are MoveAPiece, Mobile Maia, and Chess Comp Stomp with Hacks, each with zero stars.
  40. Animated nonfiction book summaries4 entriesfirst seen 2022-12-18This cluster consists of mobile apps that convert nonfiction books into animated video summaries, offering an alternative to reading for subscribers. The apps vary in summary length (10 vs. 30 minutes) and some include learning plans and progress tracking. The cluster's dated history is too thin to read a shape from – only four dated entries exist before the index start, so it predates the index or its members are undated. Traction leaders based on activity signal are BookWatch - Visual Learning, Booktok: Watch Books Explained, and akashi, though all show zero stars.
  41. Browser Arkanoid breakout games4 entriesfirst seen 2022-12-13This cluster is a set of browser-based Arkanoid-style breakout games in which players bounce a ball with a paddle to break blocks. The cluster's dated history is too thin to read a shape from — it predates the index or its members are undated. Traction is flat: neon-breaker, arkanoid, and Block'Buster all show 0 stars, so no member leads on activity.
  42. Voice command reference apps4 entriesfirst seen 2022-12-03This cluster comprises reference apps that list voice commands and setup instructions for digital assistants and smart home devices, with one also providing translation and categorization. Only three dated entries exist before the index start, too few to discern an entry timeline shape, suggesting the cluster predates the index or its members are undated. Commands & Setup for Alexa leads on traction, though all members have zero activity stars.
  43. System call tracing tools4 entriesfirst seen 2022-11-17This cluster comprises command-line and terminal-UI tools for tracing and monitoring system calls, including a lightweight strace alternative, a visualizer for strace traces, and an autocompletion definition for a process monitor. The dated history is too thin to read a shape from, with only 4 dated entries before the index start. Traction is led by strace-tui, bottom-nightly-autocomplete, and stramon-bin, each with 0 stars.
  44. HashiCorp Nomad TUI tools4 entriesfirst seen 2022-10-25This cluster consists of terminal user interfaces for managing and monitoring HashiCorp Nomad clusters and workloads. The cluster's dated history is too thin to read a shape from—only three dated entries exist before the index start—so it predates the index or members are undated. Traction leaders by activity signal are urga, bountui, and wander, each with 0 stars.
  45. AI podcast transcription players4 entriesfirst seen 2022-10-23This cluster comprises podcast players that transcribe episodes and layer on features such as chaptering, searchable/saveable excerpts, translation, and offline listening. The cluster's dated history is too thin to read a shape from, as only two dated entries exist before the index start. Traction leaders are SnipCast, Lightcast - AI Podcast Player, and Castle Player, each with 0 stars.
  46. WeChat Linux clients4 entriesfirst seen 2022-10-19This cluster covers desktop clients and utilities that run WeChat on Linux, either by wrapping the web client, fixing login issues, or launching the official client via XWayland, plus one integration of Enterprise WeChat with a coding tool. 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 tied at 0 stars, with wechat-xwayland listed first among them.
  47. Clipboard managers with searchable history4 entriesfirst seen 2022-10-17This cluster consists of clipboard managers that automatically save copied items, maintain a searchable history, and allow users to paste any previously copied clip from a convenient list. The dated history before the index start is too thin to read a shape from—only four dated entries exist, so the cluster predates the index or its members are undated. Traction leaders based on activity signal are clipman-clipboard, clippa-rs, and clippr, each with 0 stars.
  48. space trading and combat games4 entriesfirst seen 2022-09-15This cluster includes space exploration and trading games as well as one companion tool for sharing in-game market data. Its dated history is too thin to read a shape from, since only 4 dated entries exist before the index start. Traction is led by Endless Sky, Oolite, and E:D Market Connector, each showing 0 stars.
  49. iMessage bridge messaging clients4 entriesfirst seen 2022-08-04This cluster consists of unofficial messaging clients that bridge Apple's iMessage to non-Apple platforms (Android, Windows, Linux, web) via a companion Mac or server. The dated history before the index start includes only 3 entries, too thin to discern a timeline shape. Cross-device-bridge leads in traction with 6 stars, while others have 0 stars.
  50. GitHub-style activity visualizers4 entriesfirst seen 2022-05-28This cluster consists of tools that display activity as GitHub-style contribution graphs, either for personal habit tracking or for visualizing a GitHub user's contribution graph directly in a terminal. The dated history before the index start is too thin to read a shape from, as only two dated entries exist. Traction leaders are commit, astro-bin, and gitcolorscripts, though all show 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.