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WHITESPACE · CLUSTER INDEX · 10,297 CLUSTERS

Clusters

Every group of products the index has found building the same thing. Biggest collisions first, or newest first — all 10,297 of them, 50 to a page.

  1. Vacation and PTO planning tools6 entriesfirst seen 2025-06-05Cluster of seven products focused on vacation and paid-time-off planning: business-day and PTO calculators, an employee vacation scheduler that flags overlapping time off, and mobile or trip-oriented day-off trackers. Only 3 dated entries exist before the index start, so the cluster's dated history is too thin to read a shape from. On the activity signal provided, the listed leaders (crew-vacay-planner, global-business-day-planner, Vacation Buddy: Trip Planner) all sit at 0 stars, so no member stands out on traction.
  2. AI voice tutoring platforms6 entriesfirst seen 2025-06-03This cluster consists of subscription learning platforms that use voice AI agents to deliver interactive, real-time tutoring sessions to students, while also managing student accounts, authentication, and payment. The dated history is too thin to read a shape from, as only 4 dated entries exist before the index start, so the cluster's growth pattern is not discernible from the data. The traction leader is a saas-app with 3 stars, followed by another saas-app and a learning-management-system-saas-app with 0 stars each.
  3. Software engineering tech blogs6 entriesfirst seen 2025-05-29This cluster consists of tech blogs covering software engineering, programming, AI, and related development topics such as web development, cybersecurity, and product engineering. The cluster's dated history is too thin to read a shape from—only one dated entry exists before the index start, and most members have no source date. The traction leaders by activity signal are kabarkode-tech, BlogRelaxTech, and 国Wei.Fun, all with zero stars.
  4. AI cancer screening apps6 entriesfirst seen 2025-05-26This cluster consists of AI-powered health apps focused on cancer screening and diagnosis, with one product specifically assessing breast cancer risk from clinical and mammogram data and two adding patient health tracking. 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. On traction, Heimdall leads with 1 star, while seva-health-ai and CancerScan-AI have 0 stars.
  5. Browser-based AI web dev agents6 entriesfirst seen 2025-05-21This 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 show an initial presence in early 2025 (January, May, June) followed by a single entry in June 2026, leaving a long gap in between. All traction leaders (bolt-new-local, Sk, BitaHone-IA) show zero stars, indicating no significant activity signal yet.
  6. AI logistics route optimization6 entriesfirst seen 2025-05-19This cluster centers on logistics and transportation management platforms that optimize routes, track shipments, and improve fleet efficiency, often using AI or sustainability goals. The dated history before the index is too thin to read a shape from—only 3 dated entries exist, so the cluster's early timeline is unclear or members are undated. Traction leaders by activity signal are greenfleet-ai, cargoflow, and OneRun, each with 0 stars.
  7. SCP and anomaly database apps6 entriesfirst seen 2025-05-19These products serve fans of collaborative horror fiction archives, offering interfaces for browsing, managing, and exploring fictional anomalous entries. The cluster's dated history is too thin to read a shape from, as fewer than five dated entries exist before the index start. Traction leaders by activity signal are SCP-DATA, MysteryBook, and react-supabase, each with zero stars.
  8. Women's guided self-discovery apps6 entriesfirst seen 2025-05-18This cluster comprises web apps and a digital journal focused on women's self-discovery, personal growth, and relational health through guided prompts, personality frameworks like the enneagram, and AI-personalized insights. The dated history is too thin to read a shape from: only 2 dated entries exist before the index start, indicating the cluster predates the index or most members lack source dates. Traction leaders are feminine-manifest-journal and feminine-insight-compass, both with 0 stars, suggesting minimal community engagement.
  9. AI hair and skin analysis apps6 entriesfirst seen 2025-05-16This cluster comprises mobile and web applications that use photo analysis to assess hair and skin conditions, track progress, and offer personalized recommendations. The dated entry history is too thin to read a shape from, as only two dated entries exist before the index start. All three members show zero stars as traction activity, so no single product leads on traction.
  10. Lingerie e-commerce stores6 entriesfirst seen 2025-05-16This cluster consists of online stores selling women's lingerie, undergarments, and intimate apparel. The cluster's dated history is too thin to read a shape from—it predates the index or members are undated, with only one dated entry before the index start. Traction leaders on activity signal are mr7lingerie, lingerie-bloom, and Night x Lace - Women's Undergarments, though all show zero stars.
  11. AI car modification preview apps6 entriesfirst seen 2025-05-16This cluster comprises AI-powered apps that let users upload photos of their own cars or motorcycles and preview custom modifications such as paint jobs, rims, body kits, and style transformations. The dated history is too thin to read a shape from — only 4 dated entries exist before the index start, and they are too few to indicate any trend. Traction leaders, based on activity signal, are Modyfy: AI Car Designer, Mods: AI Car Designer & Tuning, and AI Car Designer Modify & Tune, each with 0 stars.
  12. Anonymous imageboard web apps6 entriesfirst seen 2025-05-15This cluster consists of web-based anonymous imageboard applications that support thread-based posting, image sharing, and free-form discussion, often styled after Japanese imageboards. The dated history before the index start is too thin to read a shape from, as only two dated entries exist, so the cluster's early timeline is unclear. On traction leadership, wsociety-WWchan leads with 3 stars, while NeoChan and gochan each have 0 stars.
  13. Pharmacy point-of-sale systems6 entriesfirst seen 2025-05-12This cluster consists of point-of-sale applications designed for pharmacies and medical retailers, focusing on managing sales transactions and inventory. The dated history is too thin to read a shape from, as only three dated entries exist before the index start, so the cluster likely predates the index or most members are undated. Traction leaders based on activity signal are pharmapos, Medrush-POS, and farmapos, each with zero stars.
  14. Specialized engineering calculators6 entriesfirst seen 2025-05-12This cluster consists of web-based calculators for niche engineering computations, covering signal-to-noise ratio, transformer specifications, and resonance. 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. All traction leaders (bezout_web2, resonant-reveal-calculator, U235+SNR) show zero stars, indicating minimal activity.
  15. TOTP 2FA mobile apps6 entriesfirst seen 2025-05-11These mobile apps generate two-factor authentication codes using TOTP, typically from scanned QR codes or manually entered secrets, with offline support and often backup options. The cluster's dated history is too thin to read a shape from—only three dated entries exist before the index start, so its members predate the index or are undated. Traction leaders include Clockwork: 2FA Authenticator, G Authenticator App: 2FA & MFA, and authenticator-flutter, each with zero stars.
  16. AI browser-based app builders6 entriesfirst seen 2025-05-05This cluster consists of AI-powered web development tools that generate, run, edit, and deploy full-stack applications entirely from the browser, often from natural-language descriptions. Pre-index entries show a sparse timeline beginning in January 2025, with the largest monthly count of 3 in May 2025 and a single entry in August 2025. Traction signals are uniformly minimal, as the three leading members each have 0 stars, so no member clearly leads.
  17. 2D-to-3D VR conversion tools6 entriesfirst seen 2025-05-04This cluster consists of web apps that convert 2D content into stereoscopic 3D for virtual reality headsets, using uploaded photos, phone camera capture with AI, or webpage rendering. The dated history is too thin to read a shape from, with only 2 dated entries before the index start, so the cluster predates the index or its members are undated. Traction leaders, as measured by activity signal, are funnel, Immersed Agent, and vr-view, each with 0 stars.
  18. AI full-stack app generators6 entriesfirst seen 2025-05-04This cluster consists of AI-powered coding tools that generate full-stack web applications from natural-language prompts, with users able to select among different language models. The dated history spans 2025, with a single entry in January, four in May, and one in December, showing a concentration of entries in mid-2025. Traction leaders by activity signal are Rachana.AI and SineAI_Code (each with 1 star), while Sasiii has 0 stars.
  19. AI browser-based web dev agents6 entriesfirst seen 2025-05-01This cluster consists of AI-powered web development agents operating in the browser, allowing users to prompt, run, edit, and deploy full-stack applications within a single browser-based interface. The dated history before the index shows 4 entries created in May 2025 and 1 in October 2025, giving a total of 5 dated entries. Traction leaders, each with 0 stars, are bold_new, Upgrade, and Bolt-new-Godley-, indicating that no member has yet gained significant user traction.
  20. Traveler luggage space marketplaces6 entriesfirst seen 2025-05-01These marketplaces connect package senders with travelers who have spare luggage capacity, aiming to reduce shipping costs across international borders. The cluster's dated history is too thin to read a shape from, as only one pre-index entry exists and three members lack source dates. BAG2BAG leads on traction with 2 stars, while the other two members show no activity.
  21. Real estate hub platforms6 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.
  22. AI medical imaging diagnostics6 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).
  23. Movie night planning apps6 entriesfirst seen 2025-04-09This cluster consists of web apps that help families or friend groups plan movie nights by selecting films, voting on picks, and coordinating viewing schedules. Only two dated entries exist before the index start, so the cluster's dated history is too thin to read a shape from. Among traction leaders, popcorn-vote leads with 34 stars, while the other two members show 0 stars.
  24. F1 race prediction apps6 entriesfirst seen 2025-04-02This cluster consists of web applications that predict Formula 1 race outcomes using historical data, statistics, and machine learning, with some also computing championship scenarios. 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 its members are undated. Regarding traction, f1-suzuka-prediction-2025 leads with 7 stars, followed by f1-insightx with 1 star and f1-title-proof with 0 stars.
  25. MBTI personality test web apps6 entriesfirst seen 2025-03-31This cluster consists of web applications that administer MBTI personality tests and provide interpretations to help users understand their psychological type. The dated history is too thin to read a shape from – only one dated entry exists before the index start, and three members have no source date. Traction leaders, based on activity signal, are 031-project-mbti-test, Psych Test Web App, and 心を整える MBTI診断, each with 0 stars.
  26. Calm emotional support chat apps6 entriesfirst seen 2025-03-30This cluster consists of web and chat applications centered on providing calm, private, and emotionally supportive spaces for communication, such as writing out feelings, sharing silence, talking to a soothing voice companion, or low-distraction messaging. With only 3 dated entries before the index start, 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 pillow-chat, cozy-crib-chat, and peaceful-pulse-chat, each at 0 stars (the highest activity signal).
  27. Classic strategy game recreations6 entriesfirst seen 2025-03-30This cluster consists of open-source engines, mods, and fan-made clones that recreate classic real-time and turn-based strategy games from the Warcraft, Command & Conquer, and Cannon Fodder era for modern systems. The dated history before the index start spans May 2024 to February 2026 with irregular monthly counts of 1–2 entries, showing no clear trend. VCMI, fheroes2, and OpenFodder lead in activity signal, each with 0 stars.
  28. 3D neon text effect tools6 entriesfirst seen 2025-03-28This cluster comprises web-based tools for generating 3D neon-styled text and visual effects, ranging from typing and customizing text to previewing designs with glow and lighting, and even building neon-themed portfolios. The dated history is too thin to read a shape from — it predates the index or its members are undated, with only two dated entries before the index start. On activity signal, the leaders are glow-preview-69337ad1, neon-nexus-web, and neon-portfolio-creation, each at 0 stars.
  29. Guest WiFi management platforms6 entriesfirst seen 2025-03-27This cluster comprises web and desktop tools for managing guest or captive-portal WiFi, including voucher generation, access tracking, and payment processing. The dated history is too thin to read a shape from — only four dated entries exist before the index start, so the cluster likely predates the index or many members are undated. Among those with activity signals, wifi-pay-portal leads with 13 stars, followed by GuestIT-Portal (3 stars) and cafe-wifi-management (0 stars).
  30. Telegram vocab learning bots6 entriesfirst seen 2025-03-13This cluster consists of Telegram bots that help language learners manage vocabulary, such as explaining English words, saving them with example sentences and notes, and creating or collecting flashcards, sometimes with AI-generated example text. The dated history is too thin to read a shape from, with only one pre-index entry. Traction is led by VocabTGBot with 7 stars, while the other members have none.
  31. Personal document and medical vaults6 entriesfirst seen 2025-03-12This cluster comprises personal information vaults that securely store, organize, and share documents such as medical records, IDs, and credentials. The dated entry history is too thin to discern a trend, with only one dated entry before the index start. Among the members, kinvault leads in traction with 2 stars, while family-locker-phase1 and claritymd have 0 stars each.
  32. Offline Minecraft launchers6 entriesfirst seen 2025-03-12These products are Minecraft launchers that enable offline play without a premium account, letting users pick a nickname and game version. The dated history is too thin to read a shape from—only four dated entries appear before the index start, so no trend is discernible. Traction is led by vanta (1 star), with monamc and freesmlauncher-bin at 0 stars.
  33. AI wound monitoring apps6 entriesfirst seen 2025-03-10This cluster comprises three apps for healthcare professionals to track wound healing over time using photos and notes, with one incorporating AI for wound segmentation and area measurement. The cluster's dated history is too thin to read a shape from, as only three dated entries exist prior to the index start, and two members have no source date. Traction leaders are Woundproject (1 star), followed by cicatrify-expo-53 and cicatrify (both 0 stars).
  34. Encrypted genetic health platforms6 entriesfirst seen 2025-03-02This cluster consists of platforms that analyze genetic or DNA data to deliver personalized health insights, with a recurring emphasis on encryption and privacy. The dated entry history is too thin to read a shape from—only one dated entry exists before the index start, and most members are undated. Traction leaders based on activity signals are genecryptor, Mutanex - Genetic Analysis Platform, and Geneflow: Discover You, all with 0 stars.
  35. Snack and fruit e-commerce platforms6 entriesfirst seen 2025-02-18This cluster consists of e-commerce platforms focused on fresh fruits and snacks, with chat-based ordering, payment integration, and role-based access for customers, canteens, and admins. The dated history is too thin to read a shape from -- only 2 dated entries exist before the index start, so the cluster predates the index or its members are undated. Traction leaders, all with 0 stars, are Fruitshop-telegramminiapp, Amruthahara, and MacroForge.
  36. AI browser assistant extensions6 entriesfirst seen 2025-02-15This cluster comprises browser extensions that use AI to summarize, explain, or answer questions about webpage content, with some also generating social posts, citations, or read-aloud features. Dated entries before the index start are thin but show a sporadic pattern from February 2025 to July 2026, with a minor concentration in March 2025. Traction leaders are arex-reader (3 stars), ai-browser-mentor (2 stars), and sift (0 stars).
  37. Browser-based AI app builders6 entriesfirst seen 2025-02-10Cluster of AI coding assistants that build complete web applications in the browser from natural-language prompts, with support for user-selected language models, and one product that reads AI coding assistant transcripts. The dated entries all come from February 2025, but with only a single month of data, the timeline shape is too thin to read. Pergula leads on traction with 1 star, while bolt.diy and hbrcorp have 0 stars.
  38. M-Pesa payment and monitoring tools6 entriesfirst seen 2025-01-24This cluster comprises M-Pesa-centric financial tools covering payment links, STK push requests, transaction tracking, and fraud monitoring. The dated history before the index start has only three entries, too few to discern a growth pattern, so the cluster's early shape is indeterminate. Traction is led by Cyber_STK_Push with a single star, while the other two tracked products have none.
  39. Full-stack food ordering platforms6 entriesfirst seen 2025-01-20This cluster consists of full-stack food ordering and restaurant management platforms, covering online ordering, delivery tracking, inventory, and reservations, with variations for street vendors, farms, and hotels. The dated history before the index start is too thin to read a shape from—only four entries exist. Among traction leaders, cuisine-fullstack, enzo_eats, and FHSMS rank highest by activity signal, though all currently show zero stars.
  40. AI handwritten signature generators6 entriesfirst seen 2025-01-20This cluster consists of AI-powered mobile apps that generate personalized handwritten-style signatures from typed names or text, with features like style selection, customization, saving, sharing, and high-resolution export. Dated entries before the index start show 3 in January 2025, 1 in June 2025, and 1 in January 2026, indicating sporadic appearances rather than a sustained pattern. The traction leaders are AI Signature Generator Signify, AI Signature Maker - Generator, and scribble-script, each with 0 stars.
  41. AI browser-based web dev agents6 entriesfirst seen 2025-01-18This cluster consists of AI-powered web development agents that operate entirely in the browser, enabling users to prompt, run, edit, and deploy full-stack applications. The dated history before the index start shows 2 entries in January 2025 and 4 in May 2025, indicating a sparse early presence. easy.ai leads in traction with 1 star, while prompt and MyBolt have 0 stars.
  42. Browser-based AI coding assistants6 entriesfirst seen 2025-01-13The cluster consists of open-source AI coding assistants that let users pick their preferred LLM for building full-stack web applications directly in the browser. Entry counts were 4 in January 2025 and 2 in May 2025, showing early activity that tapered off. The traction leaders (diy3, bolt824, bolt) all have zero stars, indicating no product has gained significant user traction yet.
  43. Browser-based full-stack app generators6 entriesfirst seen 2025-01-09This cluster consists of browser-based AI assistants that generate full-stack web applications from natural language prompts, typically allowing users to select or customize LLM providers. The dated history before the index start shows an initial grouping of four entries in January 2025 and one in June 2026, indicating an early concentration with a later single addition. M.A.D.-BOLT leads traction with 1 star, while bolt and local-dev-agent have 0 stars.
  44. Status page and indicator tools6 entriesfirst seen 2025-01-07A cluster of tools for creating, managing, and displaying status pages and indicators, including uptime tracking and automated updates. The cluster's dated history is too thin to read a shape from -- it predates the index or its members are undated. Statusbeam leads on traction with 1 star, while fbstatus-cli and ovpn-status have 0 stars.
  45. AI web development agents6 entriesfirst seen 2025-01-06This cluster consists of AI-powered browser-based agents that generate, run, and deploy full-stack applications from user prompts, with some marketed as open-source. Dated entries show growth from one product in January 2025 to four in February 2025, then three in March 2025, indicating uneven early uptake rather than a sustained trend. Among traction leaders, Bolt.new2 shows the highest activity signal with one star, while bolt.new and whoknows have zero stars.
  46. AI full-stack app generators6 entriesfirst seen 2025-01-06This cluster consists of web applications that generate full-stack applications from natural-language prompts, with user-selectable AI models. Dated entries before the index start show activity in January 2025 (4 entries) and March 2025 (2 entries), indicating a modest early phase. Among the three named traction leaders, bolt, tempoboltdiy1, and programador-ia, all have zero stars, so no product stands out on traction.
  47. AI full-stack app builders6 entriesfirst seen 2025-01-03This cluster consists of AI-powered web applications that generate full-stack code in the browser, with user-selectable language models. The dated history, based on five entries before the index start, shows four in January 2025 and one in February 2026, indicating a sparse initial period. Traction is minimal, with the leading products (bolt.diy, ppro.mogrt.worker.iv, projects_2025) all showing zero stars.
  48. Classic card game collections6 entriesfirst seen 2025-01-03This cluster consists of card game collection apps that bundle multiple classic games, with a strong emphasis on solitaire variants, ranging from a handful of games to over 1,200. The dated history shows sparse entries in late 2015 and mid-2016, then a long gap until early 2025, followed by two entries in June 2025. Traction leadership is led by 123-Free-Solitaire-Full-Version, though all members currently show zero stars, making traction signals weak overall.
  49. Image compression desktop apps6 entriesfirst seen 2024-11-30This cluster comprises desktop applications that compress PNG, JPEG, WebP, and SVG images with lossless or lossy modes and metadata control. 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 leaders by activity signal are Curtail, WebP Converter, and OptiImage, each with 0 stars.
  50. Database browsing and management tools6 entriesfirst seen 2024-11-21This cluster consists of terminal and desktop applications for browsing, querying, and managing databases, covering MongoDB, DynamoDB, SQL, and generic backends. The dated history is too thin to read a shape from: only four dated entries exist before the index start, and two members have no source date, so the timeline predates the index or is largely undated. On traction, adminer-desktop leads with 2 stars, while masume-bin and mongodbtui each have 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.