Whitespace.
See who already built your idea — and the space they left open.

WHITESPACE · CLUSTER INDEX · 9,969 CLUSTERS

Clusters

Every group of products the index has found building the same thing. Biggest collisions first, or newest first — all 9,969 of them, 50 to a page.

  1. AI coding agent office visualizers10 entriesfirst seen 2026-03-03This cluster contains desktop apps that visualize AI coding agent sessions as pixel or voxel characters in an office, depicting working, waiting, or finished states. The cluster's dated history is too thin to read a shape from—only one dated entry exists before the index start, and it predates the index or members are undated. On activity signal, officelapse leads with 6 stars, followed by devin-office and agent-office, each with 1 star.
  2. Last-mile delivery and dispatch platforms10 entriesfirst seen 2026-02-24This cluster comprises software platforms for last-mile delivery, courier dispatch, and fleet management, covering order management, real-time tracking, route planning, and proof of delivery. The dated history before the index start includes only 3 entries, too few to discern a timeline shape; the cluster likely predates the index or many members are undated. Traction leaders based on activity signal are lastmile1, lastmile2, and ownfleet, each with 0 stars, indicating minimal traction.
  3. Funeral service management platforms10 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.
  4. Live trivia game platforms10 entriesfirst seen 2026-02-22This cluster consists of web and companion apps for hosting live trivia games, with host controls for questions, scores, and player submissions, and audience participation via codes. The cluster's dated history is too thin to read a shape from — it predates the index or its members are undated. Among the traction leaders, clover-trivia has the strongest activity signal with 1 star, while jainKBC and zTrivia+ have 0 stars.
  5. PC parts e-commerce stores10 entriesfirst seen 2026-02-16The cluster consists of e-commerce platforms focused on selling computer hardware, PC parts, and related gadgets, typically featuring product catalogs, cart/checkout, and admin panels. The dated history before the index is too thin (only 3 dated entries) to read a shape from, so the cluster’s early timeline is unclear. Traction leaders, all with zero stars, are ecom-erp, RamBytes, and Rigstop, indicating no standout activity signal.
  6. HR management systems10 entriesfirst seen 2026-02-13This cluster consists of human resources management systems that handle employee records, workflows, and administrative tasks across various industries. The dated entry history before the index start shows sporadic single entries in several months from January 2025 to June 2026, with no clear acceleration pattern. Traction leaders include hris-dmu with 1 star, while NEW-HRIS-Sevaka and potensi-creative-hris have 0 stars each.
  7. Customer queue and waitlist management10 entriesfirst seen 2026-02-09These web applications manage customer queues and waitlists in service locations, providing real-time status updates for both staff and customers. The cluster's dated history is too thin to read a shape from — only 4 dated entries exist before the index start, so it predates the index or its members are largely undated. Traction leaders by activity signal are Waitless, turnos, and swordofjustice.github.io, each currently at 0 stars.
  8. Terminal resource monitoring tools10 entriesfirst seen 2026-02-01This cluster consists of terminal-based system monitors that display real-time resource usage such as CPU, memory, network, and sometimes GPU or process data. The dated history shows a single entry in 2022-05, a long gap until 2025-07, then a steady series of entries through 2026-07, with the most activity (three entries) in 2026-04. The traction leaders, cxtop-bin, rs-top, and tmux-mem-cpu-load, all report zero stars, so no product stands out as having meaningful user adoption.
  9. Hostel complaint management apps10 entriesfirst seen 2026-01-28These products manage hostel and dormitory maintenance and resident complaints, typically through web platforms where students report issues and staff track and resolve them via dashboards. The dated history before the index start is thin, with only five entries scattered across October 2025, December 2025, January 2026, and April 2026, too sparse to discern a clear trend. Among members with traction activity, 'hostel-maintenance' leads with 2 stars, while other noted members show no stars.
  10. Personal finance dashboards10 entriesfirst seen 2026-01-20This cluster consists of personal finance dashboards that track income and expenses, categorize transactions, set budgets, and visualize spending against savings goals. The dated history before the index is too thin to read a shape from (only 3 dated entries). Controle-financeiro leads on traction, with Veyra and capstone following.
  11. AI privacy masking extensions10 entriesfirst seen 2026-01-18This cluster consists of browser extensions that automatically detect and mask sensitive data—such as API keys, tokens, and personal identifiers—before it is shared with AI chatbots or tools. The cluster's dated history is too thin to read a shape from, with only four dated entries predating the index start. On traction, Secureintent-Extension leads with 8 stars, followed by fab-mask with 3 and hide-and-sneak with 1.
  12. Desktop UI prototyping tools10 entriesfirst seen 2026-01-15This cluster comprises desktop applications for sketching, wireframing, and prototyping user interfaces. Dated entries before the index start appear sporadically from December 2024 to April 2026, with no clear trend—each month has a single entry, spread across five months. Traction is led by DSH-Desktop-EAC with 1762 stars, far ahead of two other members with 5 and 1 stars respectively, indicating a dominant early player.
  13. Kanban boards for AI agents10 entriesfirst seen 2026-01-14This cluster consists of desktop applications that organize, schedule, and track tasks for AI coding agents, typically using kanban boards with columns such as planning, in-progress, review, and done. The dated history before the index start shows sparse entries: one each in January, February, and April 2026, and two in June, with gaps in March and May, indicating an uneven early adoption pattern. In terms of traction, overture leads with 4 stars, followed by vibe-kanban with 3 stars and hermes-board with 2 stars.
  14. Daily inspirational quote apps10 entriesfirst seen 2026-01-14This cluster consists of mobile apps for discovering, saving, and organizing inspirational quotes, with daily notifications, category browsing, and optional sharing. The dated history shows a single entry in April 2021, followed by seven entries in January 2026 and one in February 2026, indicating a recent cluster of launches. Traction leaders are Quote2, CodeAlpha_quotely, and Quote Unquote, all with zero stars, suggesting minimal user traction.
  15. Terminal AI code review tools10 entriesfirst seen 2026-01-13These products are command-line and terminal tools for reviewing, inspecting, and debugging code changes, particularly those generated by AI coding agents. Their pre-index entry timeline spans from 2023-06 to 2026-06, with a trickle of one entry in several months and a batch of five in 2026-06. In traction, agentcheck leads with 5 stars, while codelensAI and diffler-bin have 0 stars.
  16. supplier payment reconciliation and fraud audit10 entriesfirst seen 2026-01-12This cluster consists of B2B tools that automate supplier payment reconciliation and fraud detection, covering statement-to-ledger matching, tax credit recovery, and payment file audit with approval routing. The cluster's dated history before the index start is too thin to read a shape from—only 1 dated entry exists—so it predates the index or has undated members. Traction leaders are invoicer (1 activity star), followed by paidtwice and ledgerfix (0 stars each).
  17. Personal finance tracking apps10 entriesfirst seen 2026-01-10This cluster consists of personal finance applications focused on importing transactions from bank statements or CSV files, categorizing spending, tracking budgets, savings goals, and recurring bills, and presenting analytics dashboards. The dated history shows an isolated entry in 2014 and a concentration of entries from September 2025 through April 2026. Finance leads in traction with three activity stars, while finora and cash-cove trail at zero stars.
  18. WhatsApp status management apps10 entriesfirst seen 2026-01-06The cluster consists of mobile apps focused on saving, sharing, and converting WhatsApp statuses locally on the device. The dated entry history shows sporadic releases from 2019 to 2021, then a long gap until two entries in 2026. Automated-WhatsApp-Status leads on traction with 1 star, while the other two members have 0 stars.
  19. Music showcase and label websites10 entriesfirst seen 2026-01-04This cluster consists of websites for record labels, music bands, and artist collectives that showcase music releases, artist profiles, and sometimes podcasts or radio. The cluster's dated history is too thin to read a shape from – it predates the index or its members are undated. The traction leaders, all with zero stars, are estufa-records-hub, blueperfect, and web-app.
  20. Gamified referral and rewards platforms10 entriesfirst seen 2025-12-25This cluster comprises gamified referral and rewards platforms where users earn points, coins, or credits through tasks, streaks, and referrals, often with leaderboards and admin dashboards. The dated history is too thin to read a shape from — only 4 dated entries exist before the index start, so the cluster predates or is largely undated. Among traction leaders, TopUp shows the highest activity signal with 1 star, followed by vybe and plataforma-indicacoes-gamificacao with 0 stars.
  21. Multi-cloud migration and management10 entriesfirst seen 2025-12-23This cluster consists of tools that help users move data, AI models, and configurations between cloud providers, as well as visually design and manage multi-cloud infrastructure and AI operations. The dated history is too thin to read a shape from—only two dated entries exist before the index start, and most members lack clear source dates. Among traction leaders, ice leads with 6 stars, followed by omnirouter-ai with 1 star and StackBridge with 0 stars.
  22. Contract lifecycle management platforms10 entriesfirst seen 2025-12-23This cluster centers on contract lifecycle management, covering drafting, negotiation, tracking, and execution workflows, with adjacent tools for event and M&A deal lifecycles. The dated history is too thin to read a shape from — it predates the index or its members are undated. Traction leaders are event-management (3 stars), CovenX (2 stars), and contract-companion-persian (0 stars).
  23. Self-hosted document-grounded research assistants10 entriesfirst seen 2025-12-15This cluster consists of self-hosted research assistants that answer questions and summarize content grounded exclusively in documents and sources a user uploads. Dated entries before the index start show a sparse and uneven timeline: one entry in August 2025, two in December 2025, three in February 2026, and one in March 2026. Among tracked members, doubletake leads traction with one star, while parseway_LM and insights-lm-public have zero stars.
  24. 2FA code vault apps10 entriesfirst seen 2025-12-15This cluster includes mobile and desktop apps that generate two-factor authentication codes and store secrets in encrypted vaults, with some extending to password management, secure browsing, or backup/import-export features. The dated history shows a single entry in August 2021, then single entries in September 2025, December 2025, March 2026, June 2026, and July 2026, each separated by a few months. The traction leaders, Authenticator App Vault+, Authenticator: 2FA Code & OTP, and Authenticator 2FA by GA, each have 0 stars, indicating minimal traction.
  25. Self-hosted business management tools10 entriesfirst seen 2025-12-13This cluster consists of self-hosted business platforms that combine CRM, booking, invoicing, content management, and workflow automation, with one tool focused on TCO comparison and another on lead sales. The cluster's dated history is too thin to read a shape from — only two dated entries exist before the index start. On traction, flowwink leads with 20 stars, while the other two named products have 0 stars.
  26. AI structural damage detection10 entriesfirst seen 2025-12-10This cluster comprises AI tools that analyze building images to detect, diagnose, and assess structural damage such as cracks, spalling, and foundation settlement, often presenting results in dashboards or generating repair bids. Their dated entry history is too thin to read a shape from, consisting of only three dated entries predating the index start, so the cluster's pre-index timeline remains unclear. All three tracked members—echogrid-ai-project, obrify.tech, and HavenAI—show minimal traction signals, each with zero stars as the highest activity measure.
  27. On-demand local ride-hailing10 entriesfirst seen 2025-12-07The cluster centers on apps that connect riders with nearby drivers for on-demand local trips, alongside a few adjacent transport services such as location-based deals, gig-driver earnings tracking, contactless transit payments, and driver payment management. Dated entries before the index start are sparse, with a single 2019-03 entry and then a concentration in late 2025 (2025-07, 2025-12) through early 2026-02, though 4 members have no source date. Traction leaders by activity signal are YallaGo! book a taxi, omw-frontend, and DropBy, all with zero stars.
  28. Electronic medical records systems10 entriesfirst seen 2025-12-06This cluster consists of electronic medical/health record systems designed to manage patient data and clinical workflows for healthcare providers. With only three dated entries before the index start, the cluster's dated history is too thin to discern a timeline shape. All members report zero activity stars, with carebloom-emr leading on traction.
  29. School student council websites10 entriesfirst seen 2025-12-05This cluster consists of websites for school student councils, caucuses, and clubs that share announcements, events, member information, and sometimes feedback forms or registration. The cluster's dated history is too thin to read a shape from — it predates the index or its members are undated (only 1 dated entry before index start). The traction leaders each show 0 stars: BEM-FT-UNIMMA, Stuyvesant-Junior-Caucus, and IST-USC-Website.
  30. AI YouTube thumbnail generators10 entriesfirst seen 2025-11-20This cluster comprises AI-powered web tools that generate video thumbnails, primarily for YouTube, from text prompts or user-uploaded photos. The cluster's dated history is too thin to read a shape from, as fewer than five members have source dates and many are undated. On traction, NanoThumbnail leads with 44 stars, while other members have minimal or no star activity.
  31. AI research reading tools10 entriesfirst seen 2025-11-10This cluster covers AI-powered readers and workbenches for academic papers and research documents, offering features like summarization, translation, annotation, citation checking, and relevance ranking. With only two 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 by activity signal are Reading-Companion-Open (5 stars), manuview (3 stars), and Resophy (213 stars), with Resophy showing the highest star count.
  32. Cohort retention analytics dashboards10 entriesfirst seen 2025-11-06This cluster consists of analytics dashboards for visualizing cohort retention, engagement, and customer success metrics like churn and revenue. The dated history is too thin to read a shape from, with only four dated entries before the index start. Traction leadership is led by Remix-Cohort-Analytics, followed by gtldashboard and vantara-customer-intelligence-platform, all currently showing zero stars.
  33. Personal health management apps10 entriesfirst seen 2025-11-04The cluster consists of personal and family health management applications that centralize medical records, medications, appointments, and wellness metrics into unified dashboards. The dated history before the index start is too thin to read a shape from, as only three entries exist. The traction leaders—health-timeline, tomato-health-hub, and Health_DataBank—all have 0 stars, indicating no clear traction advantage.
  34. AI student productivity platforms10 entriesfirst seen 2025-11-04This cluster comprises AI-powered platforms for student productivity, covering assignment tracking, exam prep, study scheduling, and academic management. The dated history is too thin to read a shape from — only 4 dated entries exist and they predate the index start. According to activity signal, the leading members are PeopleIT-SMS-student-management-system-, coe-management-system, and campusOS.
  35. Game clip management apps10 entriesfirst seen 2025-10-12This cluster consists of desktop apps that help gamers collect clips from various recording tools and then convert, browse, trim, mix audio, and analyze them locally. The dated history before the index start is too thin to read a shape from—only two dated entries exist, so the cluster likely predates the index or members are undated. Cliptrove leads on traction based on activity signals.
  36. Cross-platform habit tracking apps10 entriesfirst seen 2025-10-03This cluster consists of cross-platform mobile apps for tracking daily habits and monitoring progress over time. The dated history is too thin to read a shape from, as only four dated entries predate the index start. Mattioli.OS leads on traction with three stars, while other members have zero stars.
  37. Desktop communication clients10 entriesfirst seen 2025-10-02The cluster consists of desktop applications that wrap web-based team messaging and video conferencing platforms, often for Linux, and a few unified communication clients that combine email, IM, and video. Dated entries appear sporadically from April 2016, with a slight increase in frequency from September 2023 onward, and single entries in most recent months before the index. Traction leaders roomler-ai, mts-linkchats, and mts-linkchats-desktop all have zero stars, indicating no standout traction yet.
  38. AI drug discovery platforms10 entriesfirst seen 2025-10-01This cluster comprises web-based and AI-driven tools for early-stage drug discovery, including molecule generation from SMILES, in silico outcome prediction, and analysis of pharmacological literature and interactions. 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. Traction is led by polypharmacology and SynPharm, each with 1 star, while BotanicAI trails with 0 stars.
  39. University student carpooling apps10 entriesfirst seen 2025-09-30This cluster comprises mobile and web apps that connect university students for carpooling, ride-sharing, and travel coordination, featuring verified accounts, route planning, and live tracking. The dated history before the index start shows entries scattered across July 2025, September 2025, November 2025 (two), March 2026, and June 2026, with no consecutive monthly activity, indicating a thin and irregular timeline. Among members with traction signals, vitravelbuddy leads with 3 stars, followed by Uni-Safar-APP (1 star) and osi-sjoa-2026 (0 stars).
  40. AI incident response copilots10 entriesfirst seen 2025-09-29This cluster comprises AI copilots for operational teams, covering ticketing querying, pipeline anomaly monitoring, and infrastructure incident management. The cluster's dated history is too thin to read a shape from, with only 2 dated entries predating the index. Traction is led by Smart-Architecture-Copilot with 1 star, while reconmind and SupportLens have 0 stars.
  41. Handmade goods marketplaces10 entriesfirst seen 2025-09-21This cluster comprises online marketplaces and catalogs for handmade, artisanal, and U.S.-made products, featuring browsing, shopping carts, checkout, and order tracking. The dated history is too thin to read a shape from, with only three dated entries before the index start. Handmade-Ecommerce-App leads the group on traction, though all listed members show 0 stars.
  42. Digital flower bouquet design apps10 entriesfirst seen 2025-09-20This cluster consists of web applications for designing, browsing, and ordering flower bouquets, along with adjacent floral services such as booking custom decoration and selecting Bach flower essences. The dated history is too thin to read a shape from, as only one entry predates the index start and three members have no source date. Traction leaders are bouquet-catalogue-, flower-decorator, and bouquet-customization, each with zero activity stars.
  43. Browser-based AI coding agents10 entriesfirst seen 2025-09-17This cluster consists of browser-based AI development environments that generate, run, edit, and deploy full-stack applications through multi-agent coding systems, with some variants emphasizing local execution. Entry counts before the index start were 4 in September 2025, 2 in December 2025, and 1 in July 2026, showing a declining monthly pattern. Traction leaders, all with zero stars, include localcoder-turbo, vibe-bolt-studio, and ILM-BAVINI, indicating limited external activity.
  44. Unified PC RGB lighting control10 entriesfirst seen 2025-09-14This cluster consists of desktop applications for controlling RGB lighting hardware on PCs, including unified cross-manufacturer control, per-device calibration, and features like disabling vendor software. The cluster's dated history is too thin to read a shape from – fewer than five dated entries exist before the index start, with only two dated entries present, so no trend is discernible. Among traction leaders, ordered by activity signal, FullRGB leads (1 star), followed by slashlight (3 stars) and OpenRGB (0 stars).
  45. Task-habit productivity apps10 entriesfirst seen 2025-09-13This cluster consists of personal productivity web apps that blend task management with habit tracking, featuring habit streaks, task pipelines, time-blocked planning, priority organization, and goal-setting. The cluster's dated history is too thin to read a shape from—only 4 dated entries exist before the index start, and 2 members have no source date. On traction, Smart-Activity-Block-Scheduler leads with 1 star, while the other two members have 0 stars.
  46. AI children's storybook generators10 entriesfirst seen 2025-09-13This cluster consists of AI-powered platforms that create illustrated storybooks for children, often personalized with a child's details, moral lessons, or local culture. The dated history before the index start shows sparse single entries in five months (Sep 2025, Nov 2025, Feb 2026, Mar 2026, Jul 2026), with no clear growth pattern. Traction leaders by activity signal are Ai-based-story-telling, Barshi, and Storybookai, each with zero stars, indicating low engagement.
  47. Vaccination record trackers10 entriesfirst seen 2025-09-11This cluster includes six products centered on vaccination and immunization records, covering corporate program management, family health vaults, location mapping, card scanning, individual history tracking, and vaccine information lookup. The dated history is too thin to read a shape from, as only 4 dated entries exist before the index start, insufficient for trend analysis. Traction leaders by activity signal are vacina-mapa-amigo, Personal Medical Records: PHR, and projeto-univac, each with 0 stars.
  48. Automated legal document generators10 entriesfirst seen 2025-09-08This cluster consists of web apps that generate legal documents and contracts from user inputs such as contract type, parties, and terms, targeting individuals and small businesses. The dated history is too thin to read a shape from, as only three dated entries exist before the index start, and some members are undated. On traction, docfacil leads with 1 star, while LegalEase has 0 stars.
  49. Natural-language cloud architecture tools10 entriesfirst seen 2025-09-08This cluster covers web applications that turn natural-language requirements into cloud architecture diagrams, cost estimates, provider comparisons, and workflow automations. Only three dated entries predate the index start, so the dated history is too thin to discern a shape. ArchStudio leads traction with 25 stars, followed by WILLUP (4) and cloud-ai-architect (2).
  50. On-device Mac face unlock10 entriesfirst seen 2025-09-06This cluster comprises macOS utilities that unlock a Mac using on-device face recognition, emphasizing privacy by keeping data local. The cluster's dated history is too thin to read a shape from—it predates the index or its members are undated. Among products with activity signals, FaceUnlock leads with 8 stars, followed by LookID and Glance.

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.