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WHITESPACE · CLUSTER INDEX · 9,893 CLUSTERS

Clusters

Every group of products the index has found building the same thing. Biggest collisions first, or newest first — all 9,893 of them, 50 to a page.

  1. Venue and slot booking systems13 entriesfirst seen 2026-05-16This cluster consists of 23 products that let customers reserve tables, seats, time slots, or service appointments—spanning restaurants, cabanas, libraries, podcast rooms, hotels, and even seafood stores. Dated entries before the index start are scattered irregularly from April 2025 through July 2026, with no consistent monthly pattern and no clear shape in the sparse timeline. On traction signal, SAVEUR-BOOKING, cabana, and library-booking-v2 lead the group, though all show zero stars.
  2. Hardware e-commerce stores13 entriesfirst seen 2026-05-12This cluster consists of e-commerce platforms focused on selling hardware products online. The dated history is too thin to discern a trend, as only three entries predate the index. Traction leaders are Ferreter-aDontonoGeneral, aakrithi, and Claude-AI, each with zero stars.
  3. AI multi-cloud observability tools13 entriesfirst seen 2026-05-09This cluster covers AI-powered tools that unify monitoring, management, and analysis across AWS, GCP, and Azure, combining cost, performance, security, telemetry, resource usage, service health, topology maps, cost analytics, and anomaly alerts. Its dated history shows one entry in December 2019 and then entries in March, May, June, and July 2026. Two members have no source date. Greenops-reliabilix leads on traction, followed by auto-cloud-atlas-insight-dashboard and Agen-sdk-work-.
  4. AI cost audit tools13 entriesfirst seen 2026-05-07A cluster of tools that track, audit, and optimize spending on AI APIs and SaaS subscriptions. The dated entry history before the index start shows sporadic appearances from November 2025, with the highest count in May 2026 (7 entries). Among members with traction signals, ecovibecodeit leads with 2 stars.
  5. Kitchen inventory recipe apps13 entriesfirst seen 2026-04-21These web apps help users track kitchen inventory and receive recipe suggestions based on available ingredients, with some also generating shopping lists and monitoring food expiry dates. Dated entries before the index start total five, spanning 2013-09 to 2026-04, but irregularly: one in 2013, a gap until 2024, then three entries across 2025-2026. All three traction leaders (Grocify, pantry-manager, nofte-web) show 0 stars, indicating no clear traction leader.
  6. Claude Code session managers13 entriesfirst seen 2026-04-20This cluster consists of desktop and terminal tools for managing multiple Claude Code sessions, offering features like live terminals, session history, and multiplexing. The dated history is too thin to read a shape from, with only two dated entries before the index start. Traction is led by Agent-Tarmac with 5 stars, followed by aura with 1 star.
  7. Passenger-driver ride-hailing platforms13 entriesfirst seen 2026-04-19This cluster comprises ride-hailing platforms that connect passengers with drivers, handling trip booking, live tracking, payments, and fleet or admin operations. The dated history is too thin to read a shape from, with only two pre-index entries. Traction leaders are SancaMobi, Creem_Ai_Studio, and project.agy, each with 0 stars.
  8. Online voting and polling apps13 entriesfirst seen 2026-04-17This cluster consists of web and mobile applications for creating, sharing, and conducting votes, polls, and elections, ranging from playful polls to formal election tools. The cluster's dated history is too thin to read a shape from, as only 4 dated entries exist before the index start and they do not form a discernible trend. Traction leaders include ajackus-platform, Online-Polling-System, and DSCASC-voting, each with 0 stars.
  9. Offline-first habit tracking apps13 entriesfirst seen 2026-04-16This cluster consists of offline-first habit tracking apps that emphasize local storage, cross-device sync, streaks, and analytics. Entry activity was sparse with a single entry in March 2025, then a series of entries from March through July 2026 with monthly counts of 1, 1, 2, 1, and 2. The leading member on traction is multi-checkin-app with 1 star, while other named members (Habit-Tracker and supabase-habit-tracker-pwa) have no stars.
  10. Christian community and church apps13 entriesfirst seen 2026-04-16This cluster consists of mobile apps for Christian or religious communities, covering member management, events, prayer requests, donations, authentication, notifications, devotions, and forms. The dated entries before the index start show one in 2017, one in 2019, and three in 2026 (April, June, July), indicating a sparse early period followed by recent activity. Traction leaders are mahadev-sewa, MsjidFundManager, and vem-viver-app, all with 0 stars.
  11. Browser-based PDF tool suite13 entriesfirst seen 2026-04-14This cluster comprises web apps that edit, merge, split, compress, convert, and otherwise manipulate PDFs entirely in the browser, emphasizing that no files are uploaded to servers. The cluster's dated history before the index start is too thin (only 2 dated entries) to read a shape from, so it appears to predate the index or consist mostly of undated members. Traction leaders are pdfmango, scissor-pdf, and OwnPDF, each with 1 star.
  12. YouTube video automation tools13 entriesfirst seen 2026-04-14This cluster of tools automates YouTube video creation, covering scriptwriting, thumbnail generation, voice-over, and publishing for faceless channels. Only two dated entries exist before the index start, so the cluster's dated history is too thin to read a shape from. On traction, youtubepro leads with 359 stars, followed by YT-Automator and generador-de-contenido with single-digit stars each.
  13. AI-driven penetration testing platforms13 entriesfirst seen 2026-03-29This cluster consists of AI-driven platforms for autonomous or assisted penetration testing, vulnerability assessment, and security reporting, including some focused on adversarial testing of AI agents themselves. The dated entry history is too thin to read a shape from — only two pre-index entries exist, so the cluster likely predates the index or its members are largely undated. Traction leaders by activity signal are AI-PENTEST, dhunter, and xl-search.
  14. Kanban task management apps13 entriesfirst seen 2026-03-26This cluster comprises Kanban-style task management apps that emphasize drag-and-drop interfaces, with common features like comments, labels, due dates, and team collaboration. The dated entries before the index start show a sparse beginning in May 2025 (2 entries), followed by a gap, then increasing activity from March 2026 (1), April 2026 (3), and a peak in July 2026 (5). The traction leader is Firebase-Task-Manager-Kanban-simplever with 4 stars, while other named members have 0 stars.
  15. Psychology practice scheduling apps13 entriesfirst seen 2026-03-26This cluster consists of web apps for psychology practices focusing on appointment scheduling, calendar integration, reminders, and patient record management. The dated history is too thin to read a shape from—only 4 dated entries exist before the index start, so the cluster predates the index or members are undated. Traction leadership is held by psique-workflow-clinic with 120 stars, while others have none.
  16. Mahjong solitaire games13 entriesfirst seen 2026-03-23This cluster consists of Mahjong solitaire tile-matching games, typically played solo to clear boards by pairing identical tiles. The dated history before the index start shows a single entry in 2018, then a gap, followed by entries from late 2023 onward, with the highest counts in early 2026 (two in March and two in May). The traction leaders, based on activity signal, are Sola Mahjong: Match Tiles Game, Mahjong Master-Fun Puzzle Game, and Vita Mahjong, each with 0 stars.
  17. AI text summarization tools13 entriesfirst seen 2026-03-19The cluster consists of AI-powered tools that condense long texts, articles, books, or documents into shorter summaries or briefs for quick reading, learning, or executive consumption. Dated entries are sparse, with a single 2009 outlier and most activity appearing from March 2025 through March 2026, while 5 members have no source date. On traction, reviselyt leads with 5 stars; ArtiSumm and note-summarizer trail at 0 stars.
  18. Local AI desktop chat clients13 entriesfirst seen 2026-03-19This cluster comprises desktop chat clients that interface with locally hosted AI models, offering a ChatGPT-like experience and supporting various context types such as images, documents, PDFs, and transcripts. The dated history before the index start is too thin (only two dated entries) to discern a meaningful timeline shape, so the cluster's early emergence cannot be characterized. Among the traction leaders identified, AstraLM holds the highest star count (16), followed by DeepSeek-Harness-Token-Free (15) and AstraBridge (12).
  19. Sports team lineup and roster tools13 entriesfirst seen 2026-03-17This cluster includes web and mobile tools for building and sharing sports lineups, generating balanced teams from player ratings, managing football rosters, and simulating matchdays. The dated history shows a single 2020 entry, then a long gap, followed by sporadic monthly entries from late 2024 to mid-2026, with two appearing in March 2026. Traction leaders, all with 0 stars, are voleiacs, football-fantasy-versus, and Transfermarkt-aurenlig.
  20. AI regulatory compliance tools13 entriesfirst seen 2026-03-16This cluster comprises software platforms that help organizations assess, track, and document compliance with AI-related regulations, primarily the EU AI Act and GDPR, through classification, scoring, training tracking, and audit-ready documentation. The dated history is too thin to read a shape from, with fewer than five dated entries before the index start. On traction, euaiact-chat leads with 1 star, followed by conforma and Actlayer with 0 stars each.
  21. Shared trip planning apps13 entriesfirst seen 2026-03-10This cluster consists of shared travel-planning apps that combine itineraries, maps, expenses, and packing/split-cost features for groups. Its pre-index dated history is sparse at first—single entries in 2009-04, 2021-08, and 2025-08—followed by seven dated entries between 2026-03 and 2026-07. Among the dated products, travel-together leads on traction with 21 stars, while the other two have 0 stars.
  22. AI code agent kanban boards13 entriesfirst seen 2026-03-07Kanban boards designed to plan, delegate, and review coding tasks executed by AI agents, with multi-agent parallelism, approval gates, and cost tracking. 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. Traction leaders are gaffer (7 stars), CodeMesa (5 stars), and TaskHunter (4 stars).
  23. Real estate management and tax hour trackers13 entriesfirst seen 2026-03-07This cluster is composed of property and real-estate portfolio management apps, including specialized tools that log management hours to qualify for tax benefits like the REPS or short-term rental loophole. The dated history shows a single entry in 2018-08, a long gap, then a concentration of entries in 2026 (March, May, and July), indicating a recent push. Traction leaders by activity signal are REPS Time: Tax Hour Log, livestack, and gestao-patrimonio-mobile.
  24. YouTube transcript extraction tools13 entriesfirst seen 2026-03-06These are web tools that pull transcripts, subtitles, and related metadata from YouTube videos, with some aimed at content creators and researchers. The dated history before the index start consists of five single entries spread from Feb 2015 to Mar 2026, with an early 2015 entry followed by a long gap and then intermittent single entries from Apr 2022 onward. On traction, tern leads with 40 stars, far ahead of efficient-content-extractor (1 star) and transcriptyt-apify (0 stars).
  25. Email marketing and CRM platforms13 entriesfirst seen 2026-03-04This cluster consists of email marketing and CRM platforms that handle contact management, campaign creation, delivery tracking, and compliance features. Their dated history is sparse and intermittent, with entries in 2019-12, 2025-08, 2025-11, 2026-03 (two), and 2026-05. The top traction signals come from ecmailer, Mailim, and trua-io, each with zero activity stars.
  26. Sports academy management platforms13 entriesfirst seen 2026-02-26This cluster consists of management platforms for sports academies and clubs, covering student records, attendance, payments, scheduling, and parent communication across various sports (chess, cricket, general). 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 is sparsely dated. Traction leaders are united-sports-academy-786a15cf, gym-management-platform, and Young-Fighter, each with zero stars, indicating minimal public traction signals.
  27. Multi-tenant financial tracking apps13 entriesfirst seen 2026-02-23This cluster consists of multi-tenant SaaS products for financial tracking, invoicing, expense management, and analytics, often tailored to small teams or specific verticals like property management or IT assets. The dated history before the index shows an isolated May 2025 entry, then a grouping of five entries across February and March 2026, and a final entry in July 2026, indicating a moderate but irregular cadence. Traction is led by Quantify-AI-SALTEDHASH with 5 stars, while other members have no star activity.
  28. Claude Code dashboards13 entriesfirst seen 2026-02-18Local dashboards for monitoring Claude Code agent sessions, subagents, and todo lists, giving developers visibility into AI coding activity. The dated history before the index is too thin to read a shape from, with only two dated entries. Traction leaders, each with one star, are claude-code-monitor, the-boiler-room, and puffy-ops.
  29. Bakery management apps13 entriesfirst seen 2026-02-15This cluster comprises mobile or web applications for managing bakery and pastry shop operations, including order tracking, inventory, sales, expenses, production planning, customer debt, and PDF reporting. The dated history before the index start consists of only 3 entries, which is too thin to discern any meaningful timeline shape. Traction is led by Adventure-Bakery-Team-App with 1 star, while the other two members have 0 stars, indicating minimal early activity signal.
  30. Multi-tenant CRM web apps13 entriesfirst seen 2026-02-10This cluster consists of multi-tenant CRM web applications aimed at freelancers, small teams, and companies, covering contact management, sales pipelines, team activity, and billing. The dated history shows sparse entries from June 2025 through June 2026, with a single-month uptick of four entries in February 2026. Traction leaders, as indicated by activity signal, are customer-management-system, orbit-crm, and CRM-SAAS, though all currently show zero stars.
  31. Automated payment reminder apps13 entriesfirst seen 2026-02-09This cluster consists of SaaS tools and apps that automate polite payment reminders and invoice chasing for small businesses and freelancers. The dated history is too thin to read a shape from, with only two dated entries before the index start, so the cluster's presence predates the index or its members are undated. Traction leaders are Relanceo, chaser, and invoice-payment-reminder, though all show zero stars.
  32. Personal to-do list apps13 entriesfirst seen 2026-02-06This cluster consists of web and mobile apps for creating, managing, and tracking personal to-do and item lists, with one bucket-list variant. The dated entry history is too thin to read a shape from, as only two dated entries exist before the index start, and six members have no source date. All traction leaders show zero-star activity signals, with todo, todo-vue, and app-native listed highest in that order.
  33. Failed payment recovery tools13 entriesfirst seen 2026-02-05These tools help merchants recover failed payments through retries, dunning emails, SMS, and chargeback settlement, with a focus on subscription and e-commerce churn reduction. 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. Traction leaders by activity signal are Recover, CoralSync, and Recoverly, each showing 0 stars.
  34. Pharmacy and wellness websites13 entriesfirst seen 2026-02-04This cluster comprises websites for pharmacies and pharmaceutical companies, covering local pharmacies, online stores, and specialized medical solutions such as urology and gynecology. The dated history is too thin to read a shape from: only one entry predates the index start, and most members are undated. Traction leadership is nominal, with the top activity signals (pharma-smile-maker, vortex, farmacronicos) each at zero stars.
  35. Security operations dashboards13 entriesfirst seen 2026-02-02This cluster comprises web-based dashboards for security operations teams to triage alerts, track incidents, and export findings, typically aggregating data from SIEM integrations and threat intelligence. The dated history before the index start is too thin to read a shape from, with only 4 dated entries, so the cluster's trajectory cannot be assessed. Traction leaders by activity signal are ts-task-control-ui, pkthub, and Cloud-Empire-Ai, though all show zero stars.
  36. Bakery ordering and management apps13 entriesfirst seen 2026-01-28This cluster consists of web apps for bakeries and small food businesses that handle online ordering, product catalogs, inventory, and admin dashboards, with some including production scheduling, LINE integration, or role-based access. The dated history shows sporadic single entries from April 2025 to July 2026, indicating a thin and irregular pattern. Traction leaders, based on activity signals, are biskoto-ecommerce, blazor_order_manager, and KimikoSweet, all at 0 stars.
  37. Team purchase approval workflows13 entriesfirst seen 2026-01-26This cluster consists of web apps that let teams submit, track, and route purchase requests through structured approval workflows, often with multiple sequential steps. The dated history is too thin to read a shape from—only 4 dated entries exist before the index start, so the cluster predates the index or its members are undated. Traction leaders are ats-work-orders, spb-purchase-approval, and workflow_os, each with 0 stars.
  38. ER wait time dashboards13 entriesfirst seen 2026-01-17This cluster consists of web and dashboard tools that track emergency room wait times, patient flow, and triage metrics for hospital staff or public audiences. Its dated history is too thin to read a shape from—only 3 dated entries exist before the index start, and 1 member has no source date, so the cluster predates the index or its members are undated. Traction leaders all show no activity signal (0 stars each), so no member stands out as a clear frontrunner.
  39. LAN clipboard sharing tools13 entriesfirst seen 2026-01-07This cluster consists of products for sharing clipboard content—text, images, files, and folders—between devices over a local network, often via real-time sync or floating overlays. Entered dates span from 2018 to early 2026, with sporadic early entries and a denser set of dated entries from late 2025 through early 2026, though the number of entries is small. Traction leaders (snapsync, clipsync, pcopy) each have zero stars, so no member has notable traction.
  40. Tax filing and management apps13 entriesfirst seen 2026-01-07This cluster comprises nine products focused on tax management, filing, and document handling, ranging from business tax tracking to AI-driven tax Q&A and personal finance organization. Their dated entries run from a single product in March 2022 to a denser set of eight products between February 2025 and June 2026, suggesting recent concentrated activity. The traction leaders by activity signal are EZ Tax and Account, TaxGPT, and Arshin Tax & Wealth, each with 0 stars.
  41. AI local-first journaling apps13 entriesfirst seen 2026-01-01The cluster consists of local-first journaling apps that apply AI to personal notes, generating reviews, timelines, career insights, and a private knowledge base. The dated entry history is too thin to read a shape from: only four dated entries exist before the index start. Among the traction leaders, DigitalMuseum shows the highest activity signal with two stars, while dsh-relationship and MindFlow each have zero stars.
  42. Social blogging and creator platforms13 entriesfirst seen 2025-12-29This cluster of nine products spans social blogging, standalone comment systems, and creator monetization platforms, where users publish posts, comment, like, and follow. The dated history is too thin to read a shape from, with only 4 dated entries before the index start and 2 members undated. Traction leaders by activity signal are hotly-os, mallucupid, and drafted, all showing 0 stars.
  43. Digital agency website platforms13 entriesfirst seen 2025-12-26These are content-managed website platforms for digital or advertising agencies, combining CMS, admin dashboards, lead/enquiry capture, and sometimes analytics, bookings, or revenue forecasting. Only four 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 activity signal, meow-creative-haus-2 leads with 1 star, followed by smma-website and AgencyOS at 0 stars.
  44. Browser todo list apps13 entriesfirst seen 2025-12-17This cluster comprises simple browser-based todo apps that let users add, edit, complete, delete, and filter tasks, with all data persisted in the browser's local storage. The dated history is too thin to read a shape from—only three dated entries exist before the index started, so the cluster predates the index or its members are undated. Traction leaders all show zero stars, with python-fastapi-tasks, simple-task-flow, and Quipplash tied for the highest activity signal.
  45. Desktop portfolio ticker apps13 entriesfirst seen 2025-12-05This cluster comprises lightweight menu bar and taskbar apps that display stock, fund, and gold prices while letting users track portfolio value and returns. The dated entry history before the index's start is too thin to discern a trend, as only a single dated entry exists. Among the traction leaders, 'millionaire' stands out with 4 activity stars, while other members show no comparable traction signal.
  46. Gut health tracking apps13 entriesfirst seen 2025-12-05This cluster covers apps that log meals, symptoms, and bowel movements to help users monitor digestive health, with some using AI for personalized recommendations. Dated entries before the index start appear sporadically from March 2025 to June 2026, with the most entries in a single month being two in December 2025. The traction leader is intestine-ASSistant with 4 stars, while other dated members have no stars.
  47. Drug interaction checker apps13 entriesfirst seen 2025-11-21This cluster consists of web apps that check drug interactions and provide medication safety information for patients and healthcare professionals. Dated entries before the index start are sparse and irregular, with two in Feb 2025, two in Nov 2025, and single entries in Dec 2025, Feb 2026, and Jul 2026. Traction leaders by activity signal are polysafe, pharmacy-portal, and DrugIQ-V-0.0.1.1, each with 0 stars.
  48. Business CRM dashboard platforms13 entriesfirst seen 2025-11-15This cluster comprises CRM dashboard platforms for business teams, covering records, team activity, project management, invoicing, chat, HR, and Instagram-specific features. The dated history is too thin to read a shape from: only 4 entries exist before the index start, so the cluster predates or is undated. Traction leaders are instagram-ai-crm and lnm-command-center, both with 1 star, while TedxNiftS has 0 stars.
  49. Browser room communication apps13 entriesfirst seen 2025-11-10This cluster consists of web applications enabling real-time voice, video, screen sharing, and chat within named rooms. Only three dated entries exist before the index start, too few to discern a trend, so the cluster's dated history is too thin to read a shape from. On traction, compartilhar-tela, synkscreen, and wave lead, each with 0 stars on the activity signal.
  50. ADHD task manager apps13 entriesfirst seen 2025-11-04This cluster comprises mobile and web task managers designed for people with ADHD, using AI to break down tasks, automatic rescheduling, and adaptive routines. The dated entry history shows one 2020 entry, then none until November 2025, after which entries appear nearly monthly through July 2026, with two in May 2026. None of the traction leaders—unthink, addTaskManager: ADD To Do List, and Drift — ADHD Task Manager—have positive star counts, indicating no product has yet achieved meaningful market traction.

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.