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WHITESPACE · CLUSTER INDEX · 10,069 CLUSTERS

Clusters

Every group of products the index has found building the same thing. Biggest collisions first, or newest first — all 10,069 of them, 50 to a page.

  1. Self-hosted crypto payment platforms9 entriesfirst seen 2026-06-10These are self-hosted payment platforms for accepting cryptocurrency and managing multi-chain payments, including authentication, billing, subscriptions, and license management. The cluster's dated history is too thin to read a shape from – it predates the index or its members are undated. On traction, adamant-payment leads with 95 stars, followed by simplecard (60) and Triumph-Synergy-Digital-Financial-Ecosystem (18).
  2. Tor-based anonymous messaging apps9 entriesfirst seen 2026-06-04This cluster consists of privacy-focused messaging applications that use Tor to provide end-to-end encrypted chats without requiring phone numbers or emails, aiming to eliminate metadata trails. 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. Among traction leaders, hollow-chat leads with 3 stars, while ObsidianOS and Kryfo have 0 stars.
  3. EV cost savings calculators9 entriesfirst seen 2026-06-04These products help estimate savings from switching to electric vehicles, compare total costs against gasoline cars, and calculate government subsidies or charging expenses. The cluster's dated history is too thin to read a shape from, as only one dated entry exists before the index start and five members have no source date. Traction leaders by activity signal are ev-india-guide, ev-calculator, and 440 EV Badge, though all show zero stars.
  4. Daily spend budgeting apps9 entriesfirst seen 2026-06-02This cluster consists of personal finance and budgeting apps that help users determine how much they can spend per day until the next payday, after accounting for upcoming bills, budgets, and tracked expenses. The dated history before the index start is too thin to read a shape from, as only 3 dated entries exist, so the cluster's origins predate the index or its members lack clear dates. Traction leaders among the noted members, all with zero stars, include tillpay, daily-wallet, and Swift Budget - Weekly Spending.
  5. Boat race prediction and scoring apps9 entriesfirst seen 2026-05-24This cluster includes web applications for boat racing: AI-driven prediction of race outcomes, Japanese boat race forecasting for fans and bettors, and scoring/ranking for sailing regattas. The dated history is too thin to discern a trend, with only three dated entries before the index start. On traction, RowLab leads with 2 stars, while the other two have 0 each.
  6. Burnout and wellbeing assessment tools9 entriesfirst seen 2026-05-23This cluster consists of web-based tools that assess burnout, psychosocial workplace risk, engagement, and related wellbeing states, often targeting organizations or specific groups such as students and clinicians. The dated history before the index start is sparse, with single entries in 2025-07, 2026-01, and 2026-07, and a pair in 2026-05, showing no clear trend. Most members lack a recorded source date. On traction, Sentinel-Frontend leads with 1 star, while diario-inteligente and empower-people-pulse each have 0 stars.
  7. SaaS Kanban project management9 entriesfirst seen 2026-05-12This cluster consists of SaaS project management tools centered on Kanban boards, real-time collaboration, analytics, and role-based access. The dated entry history shows a single entry in April 2025, a long gap until November 2025, then monthly entries from February through June 2026, indicating sporadic early activity followed by a more consistent cadence. Traction leaders are taskFlow_frontend and floework, each with 1 star, while saas-pm-tool trails at 0 stars.
  8. Template marketplaces9 entriesfirst seen 2026-05-11This cluster consists of online marketplaces for purchasing pre-made templates, primarily website templates, with one focused on sales document templates. The dated entry history is too thin to infer a timeline shape—only two dated entries exist before the index start, and three members have no source date at all. The highest activity signals belong to codingprompts-wordpress, aion-desks, and temp, all showing zero stars, so no traction leader stands out.
  9. Local media conversion and sanitization9 entriesfirst seen 2026-05-10The cluster consists of privacy-focused applications that convert and sanitize media files locally without uploading to the cloud. The dated history before the index start includes only two entries, so the cluster's timeline shape cannot be discerned. Among traction leaders, ai-media-extractor leads with 30 stars, followed by emby-mediainfo (2 stars) and cleanSlate (1 star).
  10. Desktop antivirus scanning apps9 entriesfirst seen 2026-05-07The cluster consists of desktop applications for antivirus scanning, folder monitoring, and graphical scan results. The dated history is too thin to read a shape from, with only one dated entry before the index start. Traction is led by Malware-analysis-AsphDex (6 stars), followed by FZshield-antivirus (5 stars) and av-folder-monitor (0 stars).
  11. Web-based Bomberman-style games9 entriesfirst seen 2026-05-07This cluster comprises web-based Bomberman-style games featuring real-time bomb placement, obstacle destruction, and arena combat against AI or online opponents. Only three dated entries exist before the index start, making the cluster's dated history too thin to read a shape from. The top traction leaders are Granatier, bomberman, and Sky Checkers, each showing zero stars.
  12. Mood-based music streaming apps9 entriesfirst seen 2026-05-03This cluster consists of music streaming apps that emphasize mood-based discovery, curation, and playback, often integrating AI or premium features. The dated history shows an isolated entry in 2016, then a gap until 2025, followed by three entries in 2025-2026. Sdap-Komsan leads on traction with 2 stars, while other members have 0 stars.
  13. VAT compliance automation apps9 entriesfirst seen 2026-04-28This cluster consists of VAT compliance and filing tools for online sellers and small businesses, covering EU VAT calculation and reporting, OSS/IOSS evidence logging, and Kenyan SME automation. Only 3 dated entries exist before the index start, so the cluster's dated history is too thin to read a shape from — it predates the index or its members are undated. On traction, eu-vat-suite leads the activity signal, followed by EU-VAT-Calculater-Tool and TNEHelper, though all show 0 stars.
  14. Collectible provenance and authentication9 entriesfirst seen 2026-04-25This cluster focuses on provenance tracking, authentication, and verification for high-value collectibles including luxury goods, antiques, and rare coins. The dated entry pattern before the index start shows a flat distribution: two entries in April 2026, one in May, and two in June, constituting a steady but even flow. Traction leaders are Sistema-Inventario-Bolivianita-React-jsx-supabase-, corpseflwr-crm, and gilded-cert, each with zero stars, listed in descending activity order.
  15. API usage billing platforms9 entriesfirst seen 2026-04-20These platforms handle usage metering, pricing calculation, invoice generation, and webhook notifications for SaaS businesses, with provider and customer dashboards and API key management. The dated entry history shows a gradual climb from one in April 2026 to two in May and June 2026, indicating a steady early flow. Traction is minimal, with Metered leading the activity signal at zero stars. The cluster's dated history is short but shows a consistent monthly presence before the index start.
  16. Desktop container and Kubernetes managers9 entriesfirst seen 2026-04-20This cluster consists of desktop applications that provide graphical interfaces for managing containerized environments, including containers, images, volumes, networks, and Kubernetes clusters. Only two dated entries exist before the index start, too thin to discern a timeline shape. Among members with activity signals, aster leads with 13 stars, followed by telepresence-gui with 7 stars, while rocker has none.
  17. Carpentry business websites9 entriesfirst seen 2026-04-19This cluster consists of simple websites for carpentry businesses, focusing on presenting services, showcasing projects or catalogues, and providing contact information and quote requests. The cluster's dated history is too thin to read a shape from, with only two dated entries before the index start and three members lacking source dates. The traction leaders by activity signal are pixel-perfect-render-6780, mba-wp, and comforting-kitsune-98e5ec, each with 0 stars.
  18. Clergy payroll and tax compliance platforms9 entriesfirst seen 2026-04-14This cluster consists of platforms addressing clergy compensation, payroll, housing allowances, tax compliance, and related financial management for churches and religious organizations. The dated entry history shows a declining pattern: 4 entries in 2026-04, 3 in 2026-05, and 1 in 2026-06. Traction leaders, each with 0 stars, are cloister-pay, vestry-pay, and pulpit-pay, indicating minimal observed activity across the cluster.
  19. Real-time engagement and event analytics9 entriesfirst seen 2026-04-08The cluster consists of SaaS platforms centered on real-time event analytics, engagement tracking, and operational dashboards, spanning event management, product analytics, and niche verticals such as party-hall booking and team productivity. The dated history shows a single entry in each of five months from February to July 2026 (with no March entry), a steady but sparse cadence. EventSphere leads on traction with 2 stars, followed by floework (1 star) and saas-engagement-platform (0 stars).
  20. YouTube playlist course converters9 entriesfirst seen 2026-04-07This cluster consists of apps that transform YouTube playlists into structured courses with features like quizzes, progress tracking, and certificates. The dated history is too thin to read a shape from, as only four dated entries exist before the index start. Among traction leaders, Tubelearn leads with 1 star, while cutlist and pathways-3d-learning have 0 stars.
  21. Local media organizers9 entriesfirst seen 2026-04-07This cluster consists of desktop and browser-based tools that organize local photos and videos into albums, tags, timelines, and face groupings without uploading media or requiring an account. 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. Traction leaders by activity signal are KinGaleri (1 star), followed by eonsort and Camlib (0 stars each).
  22. Claude Code notch status apps9 entriesfirst seen 2026-04-06This cluster consists of macOS apps that surface Claude Code session status and activity in the MacBook notch, enabling monitoring and management of coding agents. The cluster's dated history is too thin to read a shape from, as only one dated entry exists before the index start, and the index began collecting on 2026-08-11. The traction leader is clawdio with 3 stars, while the other members have 0 stars.
  23. Local macOS voice assistants9 entriesfirst seen 2026-04-05This cluster consists of local voice assistants for macOS that handle dictation, voice editing, and app control entirely on-device, without cloud processing. The dated history is too thin to read a shape from, as only one dated entry exists before the index start. LuckyTag leads on traction with 52 stars, followed by hey-jev with 39 stars.
  24. Maritime compliance and document tracking9 entriesfirst seen 2026-04-02This cluster comprises SaaS products for compliance and regulatory tracking in maritime and logistics contexts, covering cargo manifests, ballast water, seafarer documents, decommissioning permits, diplomatic pouches, and ferry operations. Entries before the index start show a rise from one in March 2026 to four in April 2026, then a decline to one in June 2026. The traction leaders by activity signal are sharepointacs, rig-surrender, and ferry-bond, each with zero stars.
  25. Sports nutrition e-commerce platforms9 entriesfirst seen 2026-03-30These products are e-commerce platforms and apps centered on sports nutrition supplements, fitness equipment, and activewear, with core features like product catalogs, shopping carts, checkout, and admin dashboards. Based on dated entries before the index start, the timeline shows activity in November 2019, April 2021, and a concentration in March and April 2026. The traction leaders, all with zero stars, are ecom-erp, Myprotein: Fitness & Nutrition, and GHOST Lifestyle.
  26. AI voice synthesis and cloning platforms9 entriesfirst seen 2026-03-27This cluster comprises AI voice synthesis and cloning platforms that generate realistic speech, clone voices from short samples, and support applications like dubbing, audiobooks, and voice-enabled forms. The pre-index dated history shows a sparse and irregular pattern: two entries in June 2025, single entries in September and October 2025, and again in March and July 2026, totaling six dated entries. Traction is led by genpark-state-space-mamba-streaming-voice-synthesizer-skill with 8 stars, followed by Nova-Ai-Studio (1 star) and voicestudio-bin (0 stars).
  27. Audiobookshelf client apps9 entriesfirst seen 2026-03-26This cluster consists of client applications for Audiobookshelf, a self-hosted server for audiobooks and podcasts, providing streaming, downloads, playback controls, and server administration. The dated entries before the index show sparse early appearances from 2014 and 2016, followed by a single entry in 2025 and a modest increase to two entries in mid-2026. All traction leaders (Fable Frog, Audiolibrix, and Storii) report 0 stars, indicating minimal user adoption so far.
  28. Retail scan-and-pay apps9 entriesfirst seen 2026-03-22This cluster comprises mobile and web applications for retail scanning, self-checkout, and payment via QR codes, barcodes, or RFID, plus one task-management app for store associates generated by a robot-scanning platform. The dated history before the index start includes only 3 entries, too few to read a shape from, so the cluster's timeline is too thin to characterize — it either predates the index or its members are undated. Traction leaders by activity signal are zfwz, CartCheck, and Bruno - Zippedi Task Manager, all showing 0 stars, indicating no meaningful traction differentiation among them.
  29. AI-powered SMB ERP platforms9 entriesfirst seen 2026-03-21This cluster consists of AI-enabled ERP and business management platforms for small and medium businesses, combining CRM, inventory, finance, and an AI assistant. Dated entries before the index start show 1 in March 2026, 3 in June 2026, and 1 in July 2026, a pattern of early sporadic entries followed by a higher June count. Among members with traction signal, fyqy-ai-agent leads with 1 star, while lever and golden-access each have 0.
  30. Canteen ordering web apps9 entriesfirst seen 2026-03-20This cluster consists of web applications that enable browsing canteen menus and placing food orders online, with some also handling order management, coupons, and rewards. The dated history is too thin to read a shape from, as only two pre-index entries exist. The traction leaders among dated members are eCanteen, JINDAL-CANTEEN, and canteen-app, each showing zero activity stars.
  31. E-commerce returns and refund trackers9 entriesfirst seen 2026-03-16This cluster consists of consumer- and business-facing tools for managing e-commerce product returns and refund status, including deadline tracking, checklists, reminders, and return processing. Only two dated entries exist before the index start, so the cluster's dated history is too thin to read a shape from — it predates the index or its members are undated. On traction, genpark-agentic-price-drop-refund-arbiter-skill leads with 7 stars, followed by mercado-viva (1 star) and NQ-ReturnApp (0 stars).
  32. Game discovery and review platforms9 entriesfirst seen 2026-03-14This cluster comprises platforms for discovering, reviewing, and tracking video games, often with social and price-comparison features. The cluster's dated entry history is too thin to read a shape from, with only four dated entries before the index start. On traction, GameOn leads with 3 stars, while Claude-Medusa and gaming_pro each have 0 stars.
  33. AI fitness coaching apps9 entriesfirst seen 2026-03-10This cluster comprises web apps and bots that deliver AI-driven fitness coaching, including workout plan generation, exercise instruction, nutrition guidance, and progress tracking for gym-goers and health enthusiasts. The dated history before the index start is too thin to read a shape from — only 3 dated entries exist, so the cluster predates the index or its members are largely undated. On traction, Fitora leads by activity signal with 6 stars, while GymTelligence and TEST show 0 stars.
  34. AI game coaching assistants9 entriesfirst seen 2026-03-09This cluster consists of AI-powered coaching assistants for competitive games, primarily poker and mobile strategy titles like Clash Royale, offering personalized feedback, analytics, and improvement plans. The cluster's dated history is too thin to read a shape from, with only three pre-index entries. Traction leaders are swai-assistant, coach-royale, and duopoker-ai, each with 0 stars.
  35. AI marketplace listing generators9 entriesfirst seen 2026-03-08The cluster consists of AI web apps that generate product listings for major e-commerce marketplaces such as Amazon, eBay, Shopify, and Etsy from input descriptions or briefs. The dated history before the index start shows a low, roughly steady count from February to July 2026, with the largest monthly count of 2 in July. Among members with traction signals, Nono leads with 10 stars, while others show 0 stars.
  36. Children's clothing e-commerce storefronts9 entriesfirst seen 2026-03-07This cluster consists of e-commerce storefronts for children's clothing and related items, typically pairing a customer-facing catalog with an admin dashboard for inventory, orders, and payments. Checkout methods vary across cash-on-delivery, Pix, cards, and WhatsApp. The cluster's dated history is too thin to read a shape from – only two dated entries exist before the index start, so it predates the index or its members are undated. The traction leaders by activity signal are pequeno-encanto, nini_source_code, and littora.
  37. Multi-tenant POS and ERP systems9 entriesfirst seen 2026-03-07This cluster consists of multi-tenant point-of-sale and ERP systems designed for retail, restaurant, service, and specialty businesses, combining sales, inventory, billing, and operational management. The dated history is too thin to read a shape from—only four entries predate the index start, so the cluster likely predates the index or its members are undated. Among traction leaders, retail-smart-erp shows the strongest activity signal with 1 star, while nexbill and multi-saas-pos each have 0 stars.
  38. AI student team formation9 entriesfirst seen 2026-03-06The cluster consists of AI-powered platforms that help students form project teams by analyzing project ideas, skills, and interests, and matching compatible teammates. The dated history before the index start is too thin to read a shape from, as only four dated entries exist. Traction leaders, by activity signal, are collivara, BharatBuild_AI, and ProjectDNA, all with zero stars.
  39. AI medication safety platforms9 entriesfirst seen 2026-03-04This cluster consists of AI-powered platforms focused on medication safety, primarily analyzing drug interactions and generating risk reports for patients and healthcare providers. The dated history is too thin to discern an entry timeline shape, as only three dated entries exist before the index start, so it likely predates the index or has undated members. Traction leaders, based on activity signal, are Smart_Patient_INDIA, maatri-ai, and medguard, all currently showing zero stars.
  40. Multi-tenant AI helpdesk platforms9 entriesfirst seen 2026-02-25This cluster consists of multi-tenant helpdesk and ticketing platforms, many incorporating AI-assisted categorization, reply drafting, and SLA enforcement. Dated entries before index start show 2 in Nov 2025, 3 in Feb 2026, 3 in May 2026, 2 in Jun 2026, and 1 in Jul 2026, with the middle months at the highest counts. FlowDesk leads on traction with 3 stars, compared to 1 star each for awano and resolvehub.
  41. Funeral service management platforms9 entriesfirst seen 2026-02-23This cluster consists of web platforms for funeral homes and related services, covering arrangement management, dispatch, scheduling, celebration planning, and remote streaming. 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 by activity signal are tahistadeselu-landingpage, yomi, and mort-flexx, each with 0 stars.
  42. Apparel manufacturing ERP systems9 entriesfirst seen 2026-02-22This cluster comprises web-based ERP systems for apparel and garment manufacturing companies, covering production, inventory, orders, procurement, and supply chain workflows. The cluster's dated history is too thin to read a shape from, with only four dated entries before the index start, so it predates the index or its members are undated. Traction leaders all show zero stars (konveksime, apparelflow-erp, FactoryERP-app), indicating early-stage activity.
  43. SaaS subscription spend trackers9 entriesfirst seen 2026-02-16This cluster consists of dashboards and platforms that track organizational software subscriptions, utilization, renewals, and spending to identify wasted costs for finance or procurement teams. The dated history shows a single entry in June 2025, then four entries in February 2026, two each in MarchandApril,andonе in July, indicating activity concentrated in early 2026, while two members lack source dates. Among members with explicit traction signals, po-dashboard leads with one star, while keepline andRenewal-Dashboard show zero.
  44. Chore-based screen time apps9 entriesfirst seen 2026-02-10These apps let children earn screen time (and sometimes allowance) by completing chores or homework, with parental approval and automatic device locking. Dated entries before the index show an isolated entry in November 2024, then a pause until February 2026, followed by five entries clustered in May and June 2026. Screeni: Screen Time & Chores leads on activity signal, though all three products show zero stars.
  45. AI database migration tools9 entriesfirst seen 2026-02-09This cluster comprises AI-powered platforms that plan, generate, and execute database schema and data migrations, including features like dry-runs, rollback plans, approval workflows, and managed-cloud targets. The cluster's dated history is too thin to read a shape from, as only 4 entries exist before the index start, so it predates the index or its members are undated. Website-Migrator leads on traction with 3 stars, followed by pg-erd-cloud with 1 star and agentic-data-migration with 0 stars.
  46. Form submission backends9 entriesfirst seen 2026-02-06This cluster consists of services that handle website form submissions — receiving posts, filtering spam, and routing data to email, webhooks, or dashboards. Only three dated entries exist before the index start, so the cluster's dated history is too thin to read a shape from; it predates the index or its members are undated. Among traction leaders, getforms, form-bernard, and leadflow each show 0 stars, indicating no meaningful divergence in adoption.
  47. Local-first versioned editors9 entriesfirst seen 2026-01-31This cluster consists of local-first document editors that version-control notes and office documents, with features like branching, merging, and revision history. The dated history is too thin to read a shape from, as only two pre-index entries exist. All traction leaders (Mira, knot-editor, v2) show zero stars, so no product has emerged as a clear frontrunner.
  48. DJ and event booking platforms9 entriesfirst seen 2026-01-25This cluster consists of marketplace platforms for booking live entertainment, predominantly DJs, with venues and event organizers, covering scheduling, payments, and admin features. One member also facilitates wifi/power access bidding at events, expanding the scope slightly. The dated history includes six entries from March 2025 through May ​ 2026: a single entry in March 2025, then two in January 2026, and one each in March, April, and May 2026, showing sporadic but steady activity with no dramatic buildup. All three traction leaders (stagr, ShowKonnect Entertainment LTD, wattaccess) have zero stars, indicating no standout traction among them.
  49. Screen OCR to Clipboard9 entriesfirst seen 2026-01-24These utilities capture a selected screen region, run OCR to extract text, and copy the text to the clipboard. The dated history is too thin to read a shape from—only 4 dated entries exist, all before the index start. Traction is led by ocr-it with 399 stars, while SnapText and sniptext have 3 and 0 stars respectively.
  50. Decision scenario simulation apps9 entriesfirst seen 2026-01-14This cluster includes products that present decision-making scenarios, often historical, where users choose actions and see outcomes with statistics. The dated history before the index start is too thin to read a shape from, with only four dated entries. Traction leaders, based on activity signal, are fateful-moment and DecisionGym, 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.