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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. Digital holiday card creation apps4 entriesfirst seen 2025-12-11This cluster consists of web applications for designing and sharing digital holiday greeting cards, with themes such as festive scenes, animations, and export options. The dated history is too thin to read a shape from—only two dated entries exist before the index start, and the other two members are undated. On traction, all listed products show zero activity stars, so no clear leader emerges; the ordering places virtual-holiday-greeting-card first.
  2. Paycheck-based budgeting apps4 entriesfirst seen 2025-12-03This cluster consists of budgeting apps that build spending plans around individual paychecks, assign bills to specific paydays, and display a safe-to-spend amount until the next check. They also sync bank transactions and learn spending categories. The dated entry history shows one product in Jan 2015, another in Mar 2017, a long gap until Dec 2025, then one entry in Jun 2026 and three in Jul 2026. Among traction leaders, PocketGuard ranks first in activity signal, followed by NextCheck and daily-wallet, though all show 0 stars.
  3. Thai disaster response platforms4 entriesfirst seen 2025-11-25This cluster comprises digital platforms for monitoring and coordinating disaster response in Thailand, covering hazards like floods and earthquakes, alerts, and volunteer/assistance matching. The cluster's dated history before the index start is too thin to read a shape from, with only one dated entry. thaifloodhelp leads in traction with 51 stars, followed by SIAHRA with 28 stars; a third product has 0 stars.
  4. AI stock analysis platforms4 entriesfirst seen 2025-11-13This cluster consists of AI-powered stock trading and analysis platforms offering real-time market data, predictions, insights, and some execution or simulation features. The dated entries before the index start (Nov 2025, May 2026, Jun 2026, Jul 2026) show a sparse, irregular pattern that is too thin to discern a trend. The traction leaders are borsa-es, www.tatitrading.ge, and Razon, each reporting 0 stars on their activity signal.
  5. iPhone repair service websites4 entriesfirst seen 2025-11-12This cluster consists of web applications that present iPhone repair services, provide cost estimates for Apple devices, and allow customers to browse service listings or submit repair requests. The cluster's dated history is too thin to read a shape from—only one entry is dated before the index start, so it predates the index or its members are undated. Traction leaders are IFixed---iPhone-repair, phone-service-app, and Apple Repair Pro - Instant Repair Cost Estimates Bangalore, each with zero stars and listed in that order.
  6. Personal expense trackers with charts4 entriesfirst seen 2025-11-10The cluster consists of personal finance apps that log income and expenses and visualize monthly patterns using bar or donut charts, with a focus on category breakdowns. 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. Among traction leaders, Ledger, Expense-Tracker-Dashboard, and Expense Tracker: Light Budget each show 0 stars, with Ledger listed first as the highest activity signal.
  7. TOEIC preparation platforms4 entriesfirst seen 2025-11-08This cluster consists of adaptive TOEIC preparation platforms and study apps that offer practice exams, questions, flashcards, and sometimes AI scoring and realtime group study. The cluster's dated history is too thin to read a shape from, as only two dated entries exist before the index start, indicating it predates the index or its members are undated. All traction leaders show zero activity stars, with TOEIC-Preparation listed first among them.
  8. Quantum key distribution education simulators4 entriesfirst seen 2025-11-07This cluster comprises interactive web-based tools for learning quantum key distribution, centered on the BB84 protocol. The dated history is too thin to read a shape from -- only one dated entry exists before the index start, indicating the cluster predates coverage or its members are undated. In traction ranking, QUANTUM-BB84 appears first with zero stars, followed by two similarly named simulators, also with zero stars.
  9. Business automation ROI calculators4 entriesfirst seen 2025-10-27This cluster consists of web-based ROI calculators focused on automation and business process improvements, spanning document processing, downtime recovery, spare parts, and e-commerce. The dated history is too thin to read a shape from—only a single dated entry exists before the index start, so the cluster's early growth cannot be characterized. Traction leaders, all with zero stars, are leatherman-roi, automation-roi-hub, and v0 App, indicating that none of these products has yet established a meaningful usage signal.
  10. Private home inventory apps4 entriesfirst seen 2025-10-22This cluster consists of mobile and web apps for privately cataloging household belongings, receipts, warranties, and maintenance schedules, with an emphasis on offline access and no account requirement. Dated entries before the index start appear sporadically from October 2025 to July 2026, with the only multi-entry month being June 2026, making for a weak, non-continuous timeline. All traction leaders—Home Inventory Item Organizer, StuffFinder: Home Inventory, and Home Inventory Tracker DW—show 0 stars, so no product has distinct traction.
  11. Developer coding partner matchmakers4 entriesfirst seen 2025-10-22This cluster comprises web platforms that match developers with compatible coding partners or collaborators based on skills, interests, and project goals, often for pair programming or shared projects. The dated history is too thin to read a shape from -- only 3 dated entries exist before the index start, so the cluster predates the index or its members are undated. The traction leader is gitmatch with 2 stars, while the other dated members have 0 stars.
  12. AI document summarization apps4 entriesfirst seen 2025-10-20This cluster consists of AI web applications that take user-uploaded documents or notes and produce summaries, insights, answers, and audio overviews for research purposes. The dated history before the index start includes only four entries, which is too thin to discern a meaningful timeline shape; the cluster's activity largely predates or falls outside the dated record. Traction leaders, based on the activity signal provided, are insights-lm-new, insights-lm-public, and another insights-lm-public entry, each showing 0 stars, indicating minimal observable traction among these members.
  13. AI full-stack app builders4 entriesfirst seen 2025-10-09This cluster consists of web-based tools that generate and deploy full-stack applications from natural-language descriptions via an AI coding assistant, aimed at non-technical users. The dated history shows only 4 entries before the index start, which is too thin to discern a shape; the cluster largely predates the index or its members are undated. Traction among dated members is led by webbuilder with 12 stars, while the other two listed members show 0 stars.
  14. Browser-based AI full-stack generators4 entriesfirst seen 2025-10-03This cluster consists of open-source AI coding assistants that run entirely in the browser and generate full-stack web applications from natural-language prompts. The dated history is too thin to read a shape from—only four dated entries exist before the index start, so no trend can be inferred. Among the members with measurable activity, traction is minimal, with crcd, Free-Api, and bolt_coolify each showing zero stars as the highest activity signals.
  15. VRChat-to-haptic feedback tools4 entriesfirst seen 2025-09-30The cluster consists of tools that translate VRChat avatar events (via OSC) into physical haptic feedback for wearers. Only three dated entries predate the index, 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 oscgoesbrrr, owovrc-cli, and oscleash, each with 0 stars, indicating early-stage development.
  16. Neighborhood item sharing apps4 entriesfirst seen 2025-09-23This cluster consists of web and mobile apps that connect nearby users to share, swap, or exchange reusable household items to reduce waste and promote sustainable consumption. The dated history before the index start is too thin (only 4 dated entries) to read a shape from — the cluster appears to predate the index or most members are undated. Wasteless leads on traction with 2 activity stars, while eco-swap-ui and reuse-near-me have no stars.
  17. Adaptive and orthopedic retail4 entriesfirst seen 2025-09-08Online stores selling orthopedic braces and recovery products, adaptive apparel for accessibility, and adaptive apparel for prosthetics and orthotics. The cluster's dated history is too thin to read a shape from—only one dated entry exists before the index start, so the cluster predates the index or its members are undated. MedvilleBrace leads on traction, with mindful-luxury-emporium and suprema-adapta following, all at zero activity stars.
  18. Carnatic raga education apps4 entriesfirst seen 2025-09-05This cluster comprises web and mobile tools focused on Indian classical (especially Carnatic) ragas, covering identification from audio via machine learning, emotional/mood education, and structured reference databases with melakarta/jharak classification. 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 most members are undated. Traction leaders by activity signal are RagaSense, ragamind-emotional-resonance, and All-in-one-playlist-, all showing zero stars, indicating no standout leader yet.
  19. Webcam driver drowsiness monitoring4 entriesfirst seen 2025-09-01This cluster comprises webcam-based systems that monitor a driver's eyes and yawning to detect drowsiness, with one also covering distraction, phone use, smoking, and seatbelt violations. The cluster's dated history is too thin to read a shape from, as only one entry predates the index start. Traction leaders are DATN, Driver-Drowsiness-Detection, and Awake_Eye_Guardian, all with zero activity stars, so no member stands out.
  20. Reentry case management apps4 entriesfirst seen 2025-08-25This cluster comprises case management and support applications for formerly incarcerated individuals and social service organizations, covering documents, benefits, medications, community resources, course enrollment, community discussions, and participant outcomes. The dated history is too thin to read a shape from — only one dated entry exists before the index start, so the cluster predates the index or has mostly undated members. Traction leaders, based on activity signal, are Hacklanta-2026, freepass-mobile, and Centralized Intake & Tracking Application, all currently at 0 stars.
  21. Family legal and co-parenting tools4 entriesfirst seen 2025-08-10This cluster consists of web apps supporting family-related legal and planning needs, including evaluating parental support, documenting shared child expenses and parenting time for separated parents, coordinating custody schedules and communication, and planning for divorce. The dated history before the index start includes only 2 entries, too thin to read a shape from, indicating the cluster predates the index or its members are undated. Traction leaders all show zero stars, so no product has an observable activity advantage.
  22. Self-hosted source-grounded research tools4 entriesfirst seen 2025-08-08This cluster consists of self-hosted research applications that answer questions exclusively from user-supplied source documents, positioning themselves as privacy-preserving alternatives to hosted AI notebook tools. The dated history is too thin to read a shape from, with only 4 pre-index entries. Traction leaders are MemoMind and FINALFINAL, though both currently show zero stars, indicating minimal observable activity.
  23. Keyboard-first photo culling tools4 entriesfirst seen 2025-08-04This cluster consists of desktop/macOS apps for photographers to cull photos quickly by making keyboard-driven keep/delete decisions, including a game-like sorting workflow and burst-grouped RAW keeper selection. Its dated history is too thin to read a shape from: only one dated entry exists before the index start, so it either predates the index or its members are undated. Firstcut leads on traction with 1 star; siftroll-ios-app and flick have 0 stars.
  24. Mandelbrot fractal visualization tools4 entriesfirst seen 2025-07-10This cluster comprises four tools for rendering and exploring the Mandelbrot set across mobile, terminal, and desktop platforms. The dated history is too thin to read a shape from—only one dated entry exists before the index start, and two members have no source date. Traction leaders are Fractals by Girino FOSS, fractouille, and mandelbrot-background, each with 0 stars.
  25. Solo dining restaurant discovery4 entriesfirst seen 2025-07-03This cluster consists of apps that help solo diners find suitable restaurants or connect with other solo diners, including a review platform for solo female travelers in Greece and a search app for solo diners in Taiwan. The dated history is too thin to read a shape from, as only one dated entry exists before the index start, so the cluster either predates the index or its members are undated. In terms of traction, solofoodies-chat-prototype leads with 1 star, while JustSolo and A Greek Oddity - Solo Bites have 0 stars.
  26. AMD/ATI drop-in video drivers4 entriesfirst seen 2025-06-22This cluster consists of binary video drivers for ATI and AMD graphics cards that provide drop-in replacements for the stock ati or amdgpu drivers. The dated history is too thin to read a shape from, as only four dated entries exist before the index start. Traction leaders are xlibre-video-ati, xlibre-video-amdgpu, and xlibre-video-ati-bin, though all currently show zero stars.
  27. 5G toggle Android utilities4 entriesfirst seen 2025-06-19This cluster consists of Android utilities that force 5G or 4G network modes from Quick Settings tiles or home-screen widgets, targeting specific devices like Poco and Pixel phones and requiring root or Shizuku access. 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 poco-5g-toggle, NetToggle, and NetSwitch, all with 0 stars.
  28. Quantum-resistant secure messaging4 entriesfirst seen 2025-06-08This cluster consists of chat and messaging applications that emphasize post-quantum or quantum-resistant end-to-end encryption, with some also covering peer identity verification and user authentication. The dated history is too thin to read a shape from — only three dated entries exist before the index start, so the cluster predates the index or its members are undated. Traction leaders by activity signal are Pryvate: Encrypted Messenger, ThreatX, and Post-Quantum-End-to-End-Encrypted-Chat-Application, all with 0 stars.
  29. Self-hosted AI chat platforms4 entriesfirst seen 2025-06-06This cluster comprises self-hosted platforms that let users converse with their own documents or data, often generating audio summaries and grounding AI answers in personal sources, with one variant focused on conversational business intelligence. The dated history is too thin to read a shape from—only 3 dated entries exist before the index start, so the cluster predates the index or its members are undated. Traction is led by insights-lm-public (658 stars), followed by insights-lm-local-package (223 stars) and datatide (0 stars).
  30. Higher-lower card guessing games4 entriesfirst seen 2025-06-04This cluster consists of browser and mobile games where players predict whether the next drawn card or number will be higher, lower, or equal. The dated history is too thin to read a shape from—only two dated entries exist before the index start and three members have no source date. Traction leaders include high-low-card-game, Beat the Box – card game, and Java High & Low Game, each with 0 stars.
  31. Classic game emulation tools4 entriesfirst seen 2025-05-25This cluster comprises desktop applications for running, managing, and exploring classic games from archived data files, including point-and-click adventures, RPGs, and Sierra AGI titles. The cluster's dated history is too thin to read a shape from, as only two dated entries exist before the index start. AGIGame_Explorer leads on traction with 2 stars, while ScummVM and flashpoint-launcher have 0 stars.
  32. LLM-choice AI coding assistants4 entriesfirst seen 2025-05-13This cluster centers on AI coding assistants that let users select a different LLM for each prompt, alongside one AI prompt management platform for creating, versioning, and sharing dynamic prompts. The dated history is too thin to read a shape from — only 4 dated entries exist before the index start, so the cluster likely predates the index or its members are undated. Traction leaders by activity are promptcraft and Bolt.Diy.New with 1 star each, and bolt with 0 stars.
  33. Arcade and sim racing games4 entriesfirst seen 2025-05-09A cluster of racing games spanning arcade kart racers, rally sims, top-down racers, and browser-based titles, with a mix of 2D and 3D presentations. Entries appeared sporadically from April 2016 to May 2026, showing no clear pattern of concentration. vector-rush leads on traction with 1 star, while Wisp and Downforce have 0 stars each.
  34. Open-source AI web app generators4 entriesfirst seen 2025-05-08This cluster comprises open-source AI coding assistants that generate full-stack web applications in the browser from natural-language prompts, with all four ideas sharing an identical scope. Its dated history is too thin to discern a trend, as only four dated entries exist and all predate the index start. Traction is negligible, with the top signals (bolt, bolt, and boltkod) each carrying zero stars.
  35. AI medical imaging diagnostics4 entriesfirst seen 2025-04-26This cluster comprises AI-based medical imaging diagnostic platforms, spanning chest X-ray analysis, pathology, and teleradiology. The cluster's dated history before the index start is too thin to read a shape from—it predates the index or its members are undated. Traction is led by thorax-arbnomalies-detection with 13 stars, far ahead of ChestX-Ray (1 star) and Aidoc (0 stars).
  36. Electric mobility and accessory stores4 entriesfirst seen 2025-04-26This cluster comprises online stores for electric mobility vehicles (scooters, motorcycles, bikes) in Peru and the Philippines, along with a store focused on smart packs in Peru. The cluster's dated history is too thin to read a shape from – it predates the index or its members are undated, as only 2 dated entries exist. Among traction leaders, scootmart-marketplace leads the activity signal, followed by smart-pack-peru-shop and Green Line – Vehículos de Movilidad Eléctrica en Perú, though all show zero stars.
  37. Cat enthusiast social platforms4 entriesfirst seen 2025-04-22This cluster comprises social networks and apps for cat enthusiasts, enabling posting, sharing, chatting, and connecting over cat-related content. 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 SlackOffPark, catchat, and WhiskerSocial, each with 0 stars.
  38. Desktop GIF and video editors4 entriesfirst seen 2025-04-21The cluster consists of desktop applications for editing video and GIF clips, with capabilities including trimming, cropping, adding text/subtitles, and exporting to GIF or video formats. Its dated history is too thin to read a shape from, as only one dated entry exists before the index start, and two members are undated. Traction leaders, all with zero activity stars, are Fig, Gifcurry, and Budbrain's Media Editor.
  39. iPod Classic click-wheel music players4 entriesfirst seen 2025-04-17This cluster consists of local music player apps that recreate the iPod Classic click-wheel interface for browsing and playing stored, offline music files on modern devices. The dated history is too thin to read a shape from, as only 3 entries predate the index start, so the cluster either predates the index or its members are largely undated. All traction leaders — iOS15_iPod, SwiftUI-iPod, and SepiaPod - Retro Music Player — show zero activity stars, indicating no standout leader yet.
  40. Solar e-commerce platforms4 entriesfirst seen 2025-04-17This cluster comprises web platforms for selling solar panels and related electronic goods, typically featuring user accounts, shopping carts, and admin dashboards for managing orders, products, and customer data. The dated history is too thin to read a shape from—only three dated entries exist before the index start, indicating the cluster predates the index or has undated members. Among traction leaders, E-shop leads with 1 star, while solardirect-ecommerce and Onye-Solar-AdminSide each have 0 stars.
  41. AI full-stack app generators4 entriesfirst seen 2025-04-08This cluster consists of AI coding assistants that generate full-stack web applications from natural-language prompts directly in the browser. The dated history is too thin to read a shape from — only four dated entries exist before the index, predating or lacking source dates. Traction leaders, based on activity signal, are bolt-ai, Kzkzjz, and Bolt-AI, though all currently show zero stars.
  42. Pokémon catalog and showcase4 entriesfirst seen 2025-04-04This cluster consists of websites and web apps that catalog or showcase Pokémon, offering lists, images, and details for fans. The dated history is too thin to read a shape from, as only one member has a dated entry before the index start and the rest are undated. On traction, pokemon-showcase leads with 1 star, while Pokedex and Dailymon have 0 stars.
  43. AI natural-language web app builders4 entriesfirst seen 2025-04-01This cluster comprises AI-powered development tools and agents that turn natural language descriptions into full-stack web applications, typically generating, running, and deploying them directly in the browser. The dated entry history shows 4 entries in April 2025 and 1 in May 2025, indicating early activity that decreased the following month. Traction leaders, based on activity signal, are blot, bolt.diy, and HII, each with 0 stars.
  44. AI full-stack app generators4 entriesfirst seen 2025-03-26This cluster comprises web-based AI coding assistants that generate full-stack applications from prompt descriptions, often with user-selectable language models. The dated history shows 4 entries in March 2025 and 1 in April 2026, an early concentration with a sparse later addition, but the sample is too small to infer a trend. FireGPT leads traction with 1 star, while GebeyaMansa and bolt_diy have 0 stars.
  45. AI conversational web builders4 entriesfirst seen 2025-03-16This cluster consists of open-source AI tools that let users create and deploy web applications through conversational or text prompts, with several statements describing nearly identical functionality. The dated history is too thin to read a shape from—only four dated entries exist before the index start, all from the earliest months, and the majority of members are undated. Traction leaders by activity signal are boltdiy, https-github.com-stackblitz-labs-bolt.diy, and boltdiy007, each with 0 stars.
  46. Light-toggle puzzle games4 entriesfirst seen 2025-03-15This cluster consists of puzzle games where players toggle lights or tiles to turn them off or darken a grid, across multiple levels of varying difficulty. The cluster's dated history is too thin to read a shape from, as only two dated entries exist before the index start, indicating the products predate the index or have undated members. Traction leaders are Dolm, Lights Off, and Lightsoff, all with 0 stars, showing minimal activity signal.
  47. Browser AI coding assistants4 entriesfirst seen 2025-03-14The cluster comprises open-source AI coding assistants that operate in the browser to generate full-stack web applications, with users able to select from multiple large language models. The pre-index dated history 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 by activity signal are bolt, boltpoule, and cos, each with zero stars, indicating no meaningful traction yet.
  48. In-browser AI app builders4 entriesfirst seen 2025-03-14This cluster consists of open-source AI coding assistants that generate full-stack web applications directly in the browser from natural language, supporting multiple large language models. The dated history is too thin to read a shape from, with only three dated entries before index start, so no trend is discernible. Traction leaders are BOLTDIY, bolt.day, and diy.bolt, each with 0 stars, indicating minimal community engagement so far.
  49. Android GPS simulation tools4 entriesfirst seen 2025-03-08This cluster consists of Android developer tools for simulating GPS locations via floating joystick overlays, GPX track replay, and live coordinate updates. The cluster's dated history is too thin to read a shape from, with only 4 dated entries before the index start. Traction leaders are Mock Location that actually works, GeoJoystick, and GeoCamera, all at 0 stars.
  50. AI-generated full-stack app builders4 entriesfirst seen 2025-03-06This cluster consists of web applications that turn natural language prompts into full-stack web applications, with support for selecting from multiple AI models. The dated history is too thin to read a shape from, as only 4 dated entries exist before the index start, so the cluster predates the index or its members are undated. The highest traction signal is from bolt3, though all tracked members show 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.