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WHITESPACE · CLUSTER INDEX · 10,202 CLUSTERS

Clusters

Every group of products the index has found building the same thing. Biggest collisions first, or newest first — all 10,202 of them, 50 to a page.

  1. In-browser multi-model AI coding tools7 entriesfirst seen 2025-04-04The cluster consists of open-source tools that run in the browser, generate full-stack web apps via AI, and allow switching among multiple language models. The dated entries, all collected before the index's August 2026 start, number 5: four in April 2025 and one in October 2025, showing early concentration followed by a single later addition. Traction leaders are d, diy, and codematic3, each with 0 stars, indicating no measurable public traction yet.
  2. Geofence exit alert apps7 entriesfirst seen 2025-03-30This cluster consists of mobile apps that let groups or individuals define a geofenced area and receive notifications when a tracked person or pet leaves that area. The dated history before the index start includes only two entries, so the cluster's timeline shape cannot be discerned. Traction is led by Waypoint with one star, while the GeoTrack repositories have zero stars.
  3. Loan installment payment reminder apps7 entriesfirst seen 2025-03-28This cluster consists of apps that track loan installments, bills, and credit card payments, providing due-date reminders and sometimes payment forecasts. The dated history is too thin to read a shape from—only two dated entries exist before the index start, and two members have no source date. Traction leaders are EMI_Tracker, BillWise: Bill Payment Tracker, and emireminder, each with 0 stars.
  4. Humorous roast and insult generators7 entriesfirst seen 2025-03-26This cluster consists of web and command-line tools that generate humorous insults or roasts, often themed around specific contexts like coding platforms or pirate language. The dated history is too thin to read a shape from—only two dated entries exist before the index start, and five members have no source date. Traction is led by LeetCheck with 2 stars, while other members have 0 stars.
  5. Route optimization for delivery7 entriesfirst seen 2025-03-26This cluster consists of tools for planning and optimizing delivery or travel routes, typically presented as map applications or route planning apps. Dated entries are sparse, with one in Feb 2022, three consecutive months from Mar to May 2025, and one in Mar 2026, showing no clear trend. All traction leaders (Delm8 City Navigation, Maps UK, route-chief-app, ToogleMaps) have zero stars, indicating no significant adoption signal.
  6. AI meme creation tools7 entriesfirst seen 2025-03-18This cluster comprises AI-powered apps that generate memes from text prompts or images, with variations spanning web apps, a Telegram bot, and tools that also produce short videos or playful mini-games. 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. On traction, site-ia leads by activity signal, followed by Loopit - AI Playable Maker, while ai-memeverse-builder holds the most stars among the leaders.
  7. Real-time chat room apps7 entriesfirst seen 2025-03-16This cluster covers web apps offering real-time chat rooms where users sign in with Google (one also supports email) and exchange messages in shared spaces. The dated history is too thin to read a shape from, as only two pre-index dated entries exist. Traction is led by chatify with 31 stars, while alanChat and chat-app have zero stars.
  8. Unclear-purpose personal web apps7 entriesfirst seen 2025-03-14This cluster consists of web applications whose purposes are largely unspecified or vague, including personal experiments and a site named Aukai. The dated history is too thin to read a shape from (only 3 dated entries before the index start), so the cluster predates the index or its members are undated. Traction is led by Quantum-Crew (3 stars), with other members at 0 stars.
  9. Forex trading journal apps7 entriesfirst seen 2025-03-10This cluster consists of trading journal and analysis platforms primarily for forex and crypto traders, with features for logging trades, importing broker data, and tracking performance metrics. Dated entries appear sporadically from December 2021, with a minor clustering of three entries in June 2026, preceded by single entries in March 2025 and March 2026. The traction leader is tradeapp with 16 stars, while SuperTrader: Trading Journal and ForexLog have zero stars.
  10. AI full-stack app generators7 entriesfirst seen 2025-03-01This cluster comprises web-based AI coding tools that generate complete full-stack applications from user prompts and support multiple AI model providers. Dated entries appear in two pre-index months—March 2025 (3) and June 2025 (2)—with no other dated entries before the index start, though the overall dated history is limited. Bolt leads traction among members with 1 star, while bolt27 and easyai.dev each have 0 stars.
  11. PDF summarization web apps7 entriesfirst seen 2025-02-28This cluster comprises web apps that extract text from PDFs and generate concise AI-powered summaries or digests, with some offering translation or saving/management features. The cluster's dated history is too thin to read a shape from, as only three dated entries exist before the index start, all predating it. Traction leaders are pdf-digest, summarizer.ai, and sum2pdf, each with zero stars.
  12. AI web development agents7 entriesfirst seen 2025-02-26The cluster consists of AI-powered web development agents that let users prompt, run, edit, and deploy full-stack applications from the browser. The dated entries before the index start show a small number of products appearing in February, May, and June 2025, with the highest count in June. Zohaib- leads on traction with 1 star, while other members have no activity signal.
  13. Baby gender and name tools7 entriesfirst seen 2025-02-24This cluster comprises web and mobile apps focused on baby gender reveals and baby name discovery, with three products offering interactive gender-announcement experiences and one providing a large name database. The dated history is too thin to read a shape from, as only two entries predate the index start. Traction leaders are tied at zero activity signals across two gender-reveal apps and one baby name app, so no single product stands out.
  14. AI full-stack app generators7 entriesfirst seen 2025-02-23This cluster consists of web apps that generate full-stack applications from prompts, with users able to choose among multiple AI language model providers. The dated history shows entries in February and March 2025, a grouping of four in May 2025, and one in January 2026. The traction leaders are n-e_g_a, boltdiy, and boltmain, each with 0 stars.
  15. Financial service location finders7 entriesfirst seen 2025-02-22This cluster consists of web and map apps that help users find nearby financial service points such as ATMs, bank branches, agents, offices, and Bitcoin-accepting venues. The cluster's dated history is too thin to read a shape from, with only one entry predating the index and most members lacking source dates. On traction, the leading members include atm-finder-map, Oficinas Emssanar, and Bitcoin Maps, though all currently show zero stars.
  16. Casting and auditions platforms7 entriesfirst seen 2025-02-22This cluster comprises web platforms for casting, auditions, and talent discovery, including voice-over work, film production submissions, and a female-focused casting hub. The dated history before the index start has only three entries, which is too thin to discern any shape; the platform's early data predates the index or remains undated. The traction leaders, The-Directors-Chair, female-casting-hub, and perfect-cast, all show zero stars, indicating no significant activity signal.
  17. Community event memory platforms7 entriesfirst seen 2025-02-20This cluster consists of web platforms that help communities discover and share events and memorable moments. The dated history is too thin to read a shape from, with only two dated entries before the index start; most members lack source dates. The traction leaders are Gorsi-Nama, lykluk-culture-share-44267, and epicmoments20, all with 0 stars.
  18. Church operations management apps7 entriesfirst seen 2025-02-18This cluster consists of web and mobile applications for church administration, covering children's camp registration, safety team scheduling, Sunday school records, small-group discipleship tracking, missionary oversight, family-group management, and volunteer coordination. The dated history is too thin to read a shape from—only 3 dated entries exist before the index start, and 2 members are undated. Bethel803 leads on traction with 1 star, while church-safety-app and sunday-school-system have 0 stars.
  19. AI full-stack browser builders7 entriesfirst seen 2025-02-16This cluster consists of AI-powered web development tools that enable building full-stack applications directly in the browser with customizable LLM provider choices. The dated entries before the index show an initial batch of four in February 2025, a single entry in June 2025, and two more in May 2026, indicating sporadic activity rather than a consistent trend. Traction leaders are Bolt_Open_Source, Bolt, and bolt, each with 0 stars, indicating no significant traction signal yet.
  20. Mobile phone e-commerce sites7 entriesfirst seen 2025-02-11This cluster comprises e-commerce websites for selling mobile phones and accessories, featuring product catalogs, shopping carts, admin backends, customer accounts, and product management. The cluster's dated history is too thin to read a shape from—only one dated entry exists before the index start, so it predates the index or its members are undated. Traction leaders, all with zero stars, are Alnour-Phones, matagar, and splash-shine-space.
  21. Browser-based multi-LLM coding assistants7 entriesfirst seen 2025-02-08This cluster consists of open-source AI coding assistants that run locally or in the browser, let users select from multiple LLM providers, and focus on generating web or full-stack applications. The dated history shows six entries before the index started—two in February 2025, three in June 2025, and one in November 2025—reflecting sporadic early activity without a clear upward or downward pattern. Traction leaders (whatsappbot12, mocode, web) all have zero stars, indicating minimal user adoption so far.
  22. AI agent auction bidding platforms7 entriesfirst seen 2025-02-03This cluster consists of platforms that enable AI agents to participate in auctions and trades under human-defined limits and rules, with some using smart contracts for enforcement. The dated history is too thin to read a shape from, as only two entries predate the index start. Traction leaders among the members are SKUdesk, openfloor, and AI-Bidder, each with zero stars, indicating early-stage activity.
  23. AI full-stack development environments7 entriesfirst seen 2025-02-02This cluster comprises AI-powered development environments that generate, run, and deploy full-stack applications from a web browser, with some variations targeting mobile or debugging via runtime recordings. The dated history shows a concentration of 8 entries in February 2025 and one in August 2025. On traction, bolt.app leads with a single star, while Nut.new and bolt have none.
  24. Investor financial analysis tools7 entriesfirst seen 2025-01-27These products are investor-facing tools that turn financial information into actionable insights: they extract numbers from news, build trailing-twelve-month figures, track short squeezes, and deliver short-form market news. 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. On traction, finance_data_extracter leads with 2 stars, followed by bilancio-ttm and Short Squeeze Stocks Tracker at 0 stars.
  25. Browser-based AI code editors7 entriesfirst seen 2025-01-21This cluster consists of browser-based AI coding assistants that let users choose which language model powers each code generation or editing prompt. The dated history shows 4 entries in January 2025 and a single entry in October 2025, indicating an early grouping followed by a lone later addition. All traction leaders show zero stars, with Forza.Dev-The-AI-Code-Editor listed first.
  26. Multi-tool AI SaaS platforms7 entriesfirst seen 2025-01-10This cluster comprises SaaS platforms bundling multiple AI capabilities—chatbot, image generation, code review, summarization, content writing, video, music, and PDF manipulation—into a single offering. The dated entry history before the index start is too thin (only 4 dated entries) to discern a trajectory, so the cluster's shape is unclear. Among tracked members, saas-intelligence-engine leads with 12 stars, far ahead of NexusAI (1 star) and ToolBoxAI (0 stars).
  27. AI full-stack app generators7 entriesfirst seen 2025-01-07This cluster comprises web-based AI coding assistants that generate full-stack web applications from natural-language prompts and let users select among multiple language models. The dated history before the index start is too thin to read a shape from, with only four dated entries, suggesting the cluster predates the index or has sparsely dated members. Among the traction leaders, bolt.diy, coverfo, and whatsappbot23 show the highest activity signal, though all have zero stars.
  28. In-browser AI web dev tools7 entriesfirst seen 2025-01-02This cluster consists of AI-powered web development tools that run entirely in the browser and allow users to select from multiple LLMs to build full-stack applications. The dated entry timeline shows four products in January 2025, one in February, and two in June, indicating a small amount of activity without a sustained monthly flow. Bolt-Clone2 leads in traction with one star, while vedi and Bolt.diy each have zero stars.
  29. AI full-stack app generators7 entriesfirst seen 2025-01-02The cluster consists of AI coding assistants that generate full-stack web applications from natural-language prompts, primarily running in the browser, with one member focused on explaining existing codebases via call graphs. Its dated history before the index start shows three entries in January 2025, two in May 2025, and one in February 2026, an irregular timeline with no clear trend. VibeGraph leads traction with 6 stars, while NovaAI and efficyteai each have 0 stars.
  30. Automotive enthusiast community platforms7 entriesfirst seen 2024-12-26The cluster comprises community and social platforms for automotive enthusiasts to connect, share content, discuss topics, and access news or maintenance advice, with one platform also connecting owners to mechanics for diagnostics and repair bidding. The dated entries before the index start are sparse, appearing in 2017, twice in 2024, and twice in 2026, showing no clear trend. Traction leaders are SpeedHype, Dollarfix, and AutoAI-Automotive Intelligence, each with 0 stars, indicating comparable minimal activity.
  31. Arcade dodge-and-survive games7 entriesfirst seen 2024-12-21This cluster consists of arcade games centered on evasion and survival mechanics, typically against robots, monsters, or obstacles. The dated history is too thin to read a shape from (only three dated entries predate the index), so growth cannot be assessed. Traction, measured by activity, is led by Killbots, Robots, and Flappy Legend, all tied at 0 stars.
  32. Desktop danmaku video players7 entriesfirst seen 2024-11-11This cluster consists of desktop video players that overlay synchronized danmaku (bullet-style) comments on local or online video, with some adding library management, casting, or annotation features. The dated history is too thin to read a shape from—only three dated entries exist before the index start, so the cluster appears to predate the index or its members are largely undated. Traction leaders, based on activity signal, are nipaplay-reload, plmp4, and KikoPlay, each showing zero stars.
  33. MIDI piano practice apps7 entriesfirst seen 2024-10-18This cluster consists of apps that convert MIDI files into simplified piano (and sometimes drum) practice parts, syncing to the player's tempo. The dated history shows five entries scattered from September 2015 to September 2025, with three of them appearing between late 2024 and late 2025. Traction leadership is shared among midi-controller-diagnostics, pianocheetah, and keyprism, each with zero stars, indicating minimal current activity.
  34. Desktop radio player apps7 entriesfirst seen 2024-10-17These are desktop applications for listening to radio, with most streaming from large catalogs of internet radio stations, while one generates a personalized, endless stream from the user's local music library using AI. The cluster's dated history is too thin to read a shape from—only a handful of dated entries exist before the index start. In terms of traction, infinite-tapedeck leads with 45 stars, while Tuner and Shortwave have 0 stars.
  35. AI desktop automation platforms7 entriesfirst seen 2024-10-15This cluster consists of desktop automation platforms that orchestrate browsers, system input, and shell commands to run workflows with AI agents. The cluster's dated history is too thin to read a shape from, with only two dated entries predating the index. Traction is led by iram-os (5 stars), followed by desktop-client (1 star) and loopi (0 stars).
  36. Anime-style AI companion apps7 entriesfirst seen 2024-10-06This cluster consists of mobile apps offering roleplay conversations and texting with anime-style AI companions, typically featuring romantic or flirtatious interactions and customizable avatars. The entry timeline shows separate, single productions appearing in October 2024, November 2024, February 2025, February 2026, and April 2026, indicating a thin, irregular history rather than a consistent pattern. Chika: AI Dream Girlfriend leads the traction list, although all five products have zero detectable star signals.
  37. AI apartment hunting apps7 entriesfirst seen 2024-09-19This cluster comprises apps that assist renters with finding, booking, and managing apartment leases, leveraging AI for tasks like listing analysis, scheduling tours, and negotiating terms. The dated history is too thin to read a shape from, with only three entries before the index start, so it predates the index or has undated members. Findhome leads in traction with 1 star, while HomeSearchSystem and booky-app each have 0 stars.
  38. Self-hosted markdown note apps7 entriesfirst seen 2024-09-16This cluster consists of self-hosted note-taking applications that store notes as plain Markdown files, often syncing via git or running a local web server for editing and publishing. Dated entries appear sporadically from September 2024 to July 2026, with no discernible growth pattern. Traction leaders are fuzzy, foliostead, and OMN-Go, all currently showing 0 stars, indicating limited public engagement.
  39. Minecraft Bedrock Linux launchers7 entriesfirst seen 2024-06-12This cluster consists of launchers specifically for playing Minecraft Bedrock Edition on Linux, with one also targeting Windows. The dated history shows a single entry in June 2024, another in April 2026, and a concentration of four in July 2026. All three traction leaders — bedrockboot, Minecraft Bedrock Launcher, and mcpelauncher-linux-bin — currently show zero stars, indicating comparable, minimal traction.
  40. Voice-controlled calendar and task apps7 entriesfirst seen 2024-05-17This cluster comprises voice-controlled calendars and task managers that convert spoken commands into schedule edits and categorized tasks. With only 4 dated entries before the index, the cluster's dated history is too thin to discern a growth shape. On traction, Relay leads with 2 stars, while the other two members have 0 stars.
  41. Terminal coding practice CLIs7 entriesfirst seen 2024-05-16This cluster consists of terminal-based tools for practicing coding problems, primarily LeetCode, with features like spaced repetition and distraction-free interfaces. The dated history shows a single entry in May 2024 and a cluster of five entries between January and June 2026. Traction leaders are leetrs-bin, codeforces-tui, and leetui, each with 0 stars.
  42. Sports fan community and prediction platforms7 entriesfirst seen 2024-05-04This cluster comprises web platforms for sports fans to engage in discussions, share predictions, and follow live scores across major leagues. The dated entry history is too thin to read a shape from, with only four dated entries before the index start, so the cluster appears to predate the index or have undated members. The traction leaders are switchwith.me, sideline-website, and Outlet | Town Hall for Sports, each with 0 stars.
  43. Terminal audio analyzers7 entriesfirst seen 2024-04-11This cluster comprises command-line tools for real-time audio visualization and measurement, including spectrum analyzers, oscilloscopes, and tone generators. The cluster's dated history is too thin to read a shape from -- only four dated entries exist prior to the index start, and they exhibit no clear trend. The traction leaders, spectroterm, scope-tui, and spectrust, each show zero stars.
  44. E-book to audiobook readers7 entriesfirst seen 2024-04-04These are desktop and accessibility e-book readers that read EPUB and PDF content aloud using text-to-speech, with some adding AI narration, multiple voices, and vocabulary building. The dated history before the index start has only two entries, so the cluster's shape is too thin to read. Traction leaders are daan (4 stars) and NovelReaderElectron (2 stars), with MapleRead CE at 0 stars.
  45. D-Bus debugging tools7 entriesfirst seen 2024-04-02This cluster consists of developer tools for inspecting and debugging communication buses, primarily D-Bus on Linux, including graphical viewers, debuggers, and diagnostic utilities. Entries appeared intermittently from February 2024 to November 2025, with no consistent monthly cadence. All traction leaders show zero activity signals (stars), with Qt QDBusViewer heading the list, followed by ddcutil-service and jdDBusDebugger.
  46. live coding audio-visual tools7 entriesfirst seen 2024-03-19This cluster comprises live coding environments and tools that generate music or visuals from code, text, or natural language, spanning desktop and web platforms. The five dated entries before the index start appear in October 2023, March 2024, July 2025, October 2025, and March 2026, indicating a thin and sporadic timeline rather than a consistent pattern. Traction is led by sonic-canvas-code with 6 stars, while the other members (sonic-pi and Sonic Pi) have 0 stars.
  47. AI receptionist apps for small businesses7 entriesfirst seen 2024-03-18This cluster consists of AI receptionist applications for small businesses that handle call answering, transcription, summaries, scheduling, and managing follow-ups or urgent messages. The dated entry history is thin and irregular, with one entry each in April 2023, March 2024, September 2024, November 2024, January 2025, and March 2026, showing no clear pattern. SimplyWise: AI Receptionist is the top traction leader based on activity signal, though all members have zero stars.
  48. Raw photo film emulation apps7 entriesfirst seen 2024-02-16This cluster consists of cross-platform desktop applications for processing raw photo files, simulating film looks, and exporting high-resolution images, with some offering library organization. The dated entries before the index start are sparse and irregular, with only five entries over nearly seven years, including a long gap between January 2021 and February 2024. Hytic leads on traction, though its signal is minimal at 1 star, while the other dated members show no activity.
  49. Camera OCR text extraction apps7 entriesfirst seen 2024-01-22This cluster comprises mobile utilities that use the device camera to extract text from images, websites, videos, and QR codes via on-device optical character recognition, typically displaying, copying, or continuously showing recognized text. The dated history is too thin to read a shape from, with only a single dated entry before the index start, so the cluster's pre-index trajectory cannot be characterized. Activity leaders are everyday-lens, screenshot-go, and artinus-ocr, each showing zero stars on the traction signal.
  50. Game texture conversion tools7 entriesfirst seen 2024-01-11This cluster contains tools for viewing, converting, and editing game texture files, aimed at modders and artists. They cover formats such as BLP/DDS, Dreamcast ROM textures, and Valve's VTF format. The cluster's dated history is too thin to read a shape from: only one pre-index entry is dated, and two members have no source date. On traction, DVPL-Mod-Helper leads with 7 stars, followed by blp-studio at 2 stars and WearCraft at 0 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.