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WHITESPACE · CLUSTER INDEX · 9,593 CLUSTERS

Clusters

Every group of products the index has found building the same thing. Biggest collisions first, or newest first — all 9,593 of them, 50 to a page.

  1. AI adaptive learning platforms29 entriesfirst seen 2026-02-27This cluster consists of AI-driven adaptive learning platforms that personalize content, quizzes, and tutoring based on individual student performance. Dated entries before the index start are sparse and irregular, with a single entry in July 2023, another in January 2025, then a series beginning January 2026, including three entries in February 2026 and single entries in June and July. The traction leaders are ngertiin-v2, satactstudy.com, and learnpulse-app, which show the highest activity signal, though all have zero stars.
  2. World Cup prediction pool apps29 entriesfirst seen 2026-02-24This cluster consists of web and mobile apps for organizing World Cup prediction pools, brackets, and leaderboards among friends and private groups. Entries began in February 2026, rose from 2 per month to 14 in June, then dropped to 2 in July before the index began. The traction leaders—fcsg-tippspiel, prodage, and Halal-Predictions—all show zero stars, indicating minimal user engagement.
  3. School fee payment and tracking platforms29 entriesfirst seen 2026-02-14Cluster of web and mobile applications for managing school, academy, or tuition fee collection, invoicing, payment tracking, and financial oversight. Dated entries before the index start are sparse and intermittent: two in June 2025, one in July 2025, then a gap until one in February 2026, one in March, and two in July 2026. pembayaran_spp_laravel_react leads on traction with 22 stars, followed by Fees-Hisab with 16, and center-fees-helper with none.
  4. Multi-vendor e-commerce marketplaces29 entriesfirst seen 2026-02-13This cluster consists of multi-vendor e-commerce marketplace platforms that enable independent sellers to list products and shoppers to browse, order, and pay across multiple merchants, often with separate admin, seller, and buyer interfaces. Dated entries before the index start show a first appearance in August 2025, followed by a low but steady trickle through mid-2026, with the most dated entries in February and June 2026. The highest activity signals belong to onlineStore, Omnikart, and Scalable-E-Commerce-Platform, though all three have zero stars.
  5. Product management collaboration tools29 entriesfirst seen 2026-01-30This cluster comprises web apps and tools that support product management tasks, including idea capture, prioritization, prototyping, specification, and roadmap planning. The dated entries grew gradually from February 2025 through July 2026, with one or two new products per month, indicating a slow, steady accumulation rather than any concentrated burst. The traction leader is prototype-html-hosting-platform with 7 stars, followed by aia-product-compass-hub with 2 stars and Tarazu with 0 stars.
  6. Local-first Markdown note apps29 entriesfirst seen 2026-01-19This cluster consists of local-first, offline-capable Markdown note-taking applications that store notes as plain files on the device, often with optional sync or export. Dated entries appear from January 2020, then again from December 2024, with most activity in mid-2026. Traction is led by amnote with 6 stars, followed by nexus and flood.md.
  7. Student GPA calculator apps29 entriesfirst seen 2026-01-15This cluster comprises web and desktop applications that calculate and track student grade point averages from course grades and credit hours, with some offering grade forecasting, academic progress visualization, and curriculum tracking. Dated entries appear sporadically from December 2022 to June 2026, with a slight concentration in January 2026. Traction leaders by stars are nockr (9 stars), academic-advisor (5 stars), and GradeX-BITM (2 stars).
  8. Multi-tenant booking platforms29 entriesfirst seen 2025-11-22This cluster comprises multi-tenant booking and scheduling platforms for service businesses, spanning appointment management, vendor management, and specialized verticals like rentals and entertainment. The dated entries, which total 14 before the index start, are scattered across months from July 2025 to July 2026 with no consistent trend; April 2026 had the highest single-month count of 4. Among members with activity signals, entertainment-express leads with 2 stars, followed by ReservaHub (1 star) and rentflow (0 stars).
  9. Online marketplace platforms29 entriesfirst seen 2025-11-04This cluster consists of online marketplace platforms that connect buyers and sellers for listing, browsing, and transacting products or services, ranging from general-purpose storefronts to niche categories like beekeeping and space-related goods. The dated history is sparse: only ten members have known source dates between June 2025 and February 2026, appearing sporadically with no month exceeding two entries, and twelve members have no date at all. The highest-activity members—slovor-mp, nuxt-marketplace, and Django2—all have zero stars, indicating minimal traction across the cluster.
  10. Real-time messaging apps29 entriesfirst seen 2025-10-21This cluster comprises real-time messaging applications that support direct and group chats, media sharing, and voice/video calls. The dated entries are sparse from 2017 to mid-2025, then become more frequent from late 2025 through mid-2026, with the latest pre-index entries in July 2026. Traction is led by CHAT with 8 stars, while other members have zero stars.
  11. digital signage management platforms29 entriesfirst seen 2025-10-20This cluster comprises software for creating, scheduling, and displaying digital signage content on networked screens, ranging from cloud-based platforms with admin dashboards to player apps for individual displays. The dated history is thin: one entry in 2016 and four scattered from 2025 to early 2026, with nine members lacking any source date, so no timeline shape can be discerned. On traction, adboard leads with 1 star, while e3-signage-studio and physics-foyer-display each have 0 stars.
  12. AI recruitment platforms29 entriesfirst seen 2025-10-19This cluster consists of AI-powered recruitment and job-search platforms that parse resumes, match candidates to job openings, score fit, and automate hiring workflows such as interview scheduling, outreach, and application tracking. The dated history before the index start shows a slow, sporadic trickle of entries from April 2025 through July 2026, with no sustained trend visible from the monthly counts. NovaHR leads on traction with 6 stars, while final-project and resume-ai trail with 0 and 1 stars respectively.
  13. AI student internship matching29 entriesfirst seen 2025-09-12This cluster consists of AI-driven platforms that match students with internships, jobs, research opportunities, and career guidance, often using resume analysis and skill matching. Dated entries begin in June 2025, with a concentration in September 2025 and then sporadic single or double entries through July 2026. The traction leader is Pioneer-africa-rise-ecosystem with 3 activity stars, followed by estagionauta with 1 star.
  14. AI sports betting prediction tools29 entriesfirst seen 2025-09-02These products form a cluster of AI-driven sports betting prediction and analytics platforms that use historical data, machine learning, and odds analysis to generate picks, recommendations, and confidence scores across sports and sometimes virtual events. Their dated history before the index start is thin and scattered: one entry each in September 2022, September 2024, February 2025, September 2025, and November 2025, then multiple entries in early 2026(two in January, one in March, two in April, one in May, two in June). Among traction leaders with star counts, chalkpicks-pro has the highest signal(2 stars),, followed by Soccer-Predictor(1 star)and WagerProof: Sports Research AI(0 stars.
  15. Restaurant operations management SaaS29 entriesfirst seen 2025-08-26This cluster comprises SaaS platforms focused on restaurant and food-service operations, including order management, point-of-sale, inventory, kitchen display, and customer engagement, with niche variants for pizza chains, bars, cafés, and gaming lounges. Dated entries from 2026-05 onward show a gradual accumulation: 1 in 2025-06, 1 in 2025-07, 1 in 2025-08, 2 in 2025-10, 1 each in 2025-11, 2026-01 and 2026-02, 3 in 2026-03, 1 in 2026-04, 4 in 2026-05, and 1 each in 2026-06 and 2026-07, yielding an irregular but rising pattern. Traction leadership sit at 0 stars across Marjon, kulinaledger, and RESTURANT-SAAS, indicating early- or pre-revenue characteristics.
  16. Small business CRM apps29 entriesfirst seen 2025-08-23This cluster consists of customer relationship management apps designed for small or local businesses to track contacts, leads, deals, and sales interactions. Dated entries are sparse and irregular: a single entry in August 2023, then a gap until two in June 2025, followed by a few small months, and then near-monthly single entries from February to May 2026 with two in June 2026. The traction leader is open-crm with 17 stars, well ahead of Flow-GM (2 stars) and AFP-CRM (0 stars).
  17. Event management platforms29 entriesfirst seen 2025-08-07This cluster covers web-based platforms for creating, managing, registering, and checking in attendees at events, including niche variants for conferences, festivals, corporate registrations, and live performances. The dated history before the index cohort shows entries in 10 months spanning February 2025 through July 2026, with 19 dated entries total and monthly counts ranging from 1 to 4, a thin and inconsistent pattern; 11 members have no source date. The traction leader is itop-lgnd at 3 stars, while the next two, meu-evento-gestao-eventos-inscricoes and aak-check-in-hub, have none.
  18. AI shopping assistants and try-on29 entriesfirst seen 2025-07-27This cluster comprises AI-powered shopping tools: conversational assistants, virtual try-on for eyewear and apparel, semantic product search, and recommendation engines. Dated entries show an isolated 2021-07 entry, then a steady monthly stream from 2025-07 through 2026-01, with three entries in 2025-11. VisuTry leads traction with 5 stars, while Bongo-Sharee-final and Krillo-app have 0 stars.
  19. Telehealth consultation platforms29 entriesfirst seen 2025-07-26This cluster consists of telehealth and telemedicine platforms that connect patients with doctors for remote consultations, appointment booking, prescriptions, and sometimes payments, with a few specialized variants (mental health, dermatology, rural care). Dated entries appear sporadically from June 2025 to May 2026 across nine months, showing no consistent trend or pattern, while many members lack source dates entirely. Traction is minimal, with pocketpill-app leading at 1 star, followed by virtualis-new and App at 0 stars.
  20. AI code review web apps29 entriesfirst seen 2025-07-26The cluster consists of web-based AI tools that analyze source code for errors, security, performance, and quality, returning prioritized findings and refactoring suggestions. Dated entries before the index start show low counts throughout 2025, rising in early 2026 to a peak of 4 in March 2026, then tapering to 1-2 per month by mid-2026. Traction is led by simsa with 17 stars, followed by uncensored-ai (9) and VibeGraph (6).
  21. Browser game arcade portals29 entriesfirst seen 2025-07-08The cluster comprises web arcades that host collections of browser-based games for casual play. The dated history shows six entries spaced irregularly from July 2025 to June 2026, indicating a sparse and intermittent pattern rather than a steady stream. Traction is low across the board, with the leading members (retro-arcade5, tinkers-arcade, arcade-hub-verse) each at 0 stars.
  22. AI travel agent chatbots29 entriesfirst seen 2025-06-11This cluster consists of conversational AI agents that help travelers plan trips, answer questions, and assist with booking through chat. Dated entries appear intermittently from June 2023 through May 2026, with most months showing a single entry and no consistent pattern. The top traction signals among members are all zero stars, indicating limited adoption or activity.
  23. E-commerce shopping cart apps29 entriesfirst seen 2025-06-03This cluster consists of e-commerce web applications focused on product browsing, cart management, and purchase completion, with some explicitly supporting online payments. The dated entries before the index start span May 2025 to June 2026, appearing sporadically with small peaks of 2–3 in May 2025 and December 2025, but no clear overall trend. Traction is led by techubster-v1 and Ecommerce, both at 2 stars, while formula1 trails at 0 stars.
  24. Higher education info portals29 entriesfirst seen 2025-05-24This cluster consists of informational websites for colleges, universities, and specialized academic programs (e.g., speech therapy, Bible college) that present program details, admissions information, and campus life for prospective students. Dated entries are sparse, appearing in four months between May 2025 and June 2026, with a slight concentration in April 2026. The traction leader is academic-revival, followed by vysshee-obrazovanie-logoped-defektolog (both with zero stars), while KLE-COLLEGE-WEB has 4 stars.
  25. Personal safety and emergency alert apps29 entriesfirst seen 2025-05-17This cluster consists of mobile and web apps that detect distress signals such as falls, inactivity, voice keywords, or manual triggers, and automatically alert trusted contacts with location data, often via SMS or in-app notifications. The dated history shows sparse entries from early 2021 through mid-2025, with a concentration of four entries in December 2025 and a few scattered in 2026 before the index. The traction leader is FallShield-AI with 2 stars, indicating the highest activity signal among the cluster.
  26. Sustainability action platforms29 entriesfirst seen 2025-05-08These web platforms focus on sustainability, environmental engagement, and climate action, spanning corporate carbon tracking, individual eco-pledges, community volunteering, and educational resources. The cluster's dated history is sparse, with only six entries scattered across April, May, July, October, and December 2025 plus January 2026, showing no consistent monthly pattern. The traction leaders are greenback-impact-launch, EcoVeda, and green-connect-hub, each with zero stars.
  27. Agricultural monitoring and analytics dashboards29 entriesfirst seen 2025-05-03This cluster comprises web-based dashboards for agricultural operations, including farm management, irrigation monitoring, market price tracking, and sustainability KPIs. The dated entries show a sparse start in early 2025, with gradually increasing activity peaking in March 2026, though many members have no source date. Traction is led by 'irrigation-dashboard' with 1 star, while 'DairyFlow' and 'agri-clinic-frontend' have 0 stars.
  28. AI appointment booking assistants29 entriesfirst seen 2025-04-12This cluster consists of conversational AI assistants that help users book, reschedule, and manage appointments, often tailored for salons and clinics. The dated history shows sporadic entries from April 2025 through June 2026, with two entries in January 2026 and two in June 2026. The traction leader is whatsapp-receptionist with 16 stars, far ahead of the next products (1 and 0 stars).
  29. Short-video sharing apps29 entriesfirst seen 2025-04-11This cluster consists of applications for uploading, browsing, and sharing short-form videos, with both mobile and web interfaces. The dated entries show isolated appearances in 2018 and 2023, then a small set in early 2025 and again in early 2026, though the overall volume is modest. In terms of traction, 'clipz' leads with 2 stars, while the other noted leaders have 0 stars.
  30. Cybersecurity training platforms29 entriesfirst seen 2025-03-11This cluster consists of online platforms for cybersecurity education and skill-building, offering courses, interactive labs, simulations, and hands-on exercises for learners ranging from beginners to professionals. The cluster's dated history is too thin to read a shape from—only three dated entries exist before the index start, and eight members have no source date. Traction leaders are cvi-learn-hub, Eduvision, and cyberlab, each with 0 stars.
  31. Football analytics and prediction apps29 entriesfirst seen 2025-03-05This cluster comprises 27 web apps centered on football (soccer) analytics, predictions, statistics, and fan engagement, with a few variants for other sports like Madden, NFL, and NHL. The dated history, with 11 entries from February 2025 to July 2026, shows a sparse, steady stream of additions, never exceeding two per month, indicating a gradual but consistent emergence. Traction is minimal: the top signal is EPL-Football with 1 star, while the next two leaders have 0 stars each.
  32. Talent matching and hiring platforms29 entriesfirst seen 2025-03-05These platforms connect skilled professionals with employers or opportunities, spanning niches from healthcare and tech to athletes and students. The pre-index dated entries show a sparse, irregular pattern – single entries in March, May, August, and November 2025, and January, May, June 2026 – too thin to attribute a trend. The flagged traction leaders – beaconbridge-fixed-2, skillgrad, and Groth – each show zero stars, indicating minimal public adoption so far.
  33. Hacker News reader apps29 entriesfirst seen 2025-03-04This cluster consists of Hacker News readers, clients, and aggregators that repackage tech news and discussions through alternative web, mobile, and desktop interfaces. The dated entries show a sparse, irregular timeline with single launches spread across 2019, 2021, 2022, and 2025, with no clear growth pattern before the index began. Traction is minimal across the board, with the top activity signals all at zero stars, indicating an early-stage, fragmented space.
  34. Task and productivity management apps29 entriesfirst seen 2025-02-07This cluster consists of 32 web apps focused on task management, workflow organization, and personal productivity, with many emphasizing calm, focus, and reducing mental clutter. Dated entries before the index start show activity from February 2025 through July 2026, with the most entries in February 2025 (3) and a few months with 1–2 entries each, indicating steady but low-level creation rather than a concentrated burst. Traction is led by explyra (3 stars), followed by NetStro (2 stars) and nexusflow-web-app (1 star).
  35. Google Gemini chatbot apps29 entriesfirst seen 2025-01-20This cluster consists of chatbot applications built around Google's Gemini AI, spanning platforms like web, Telegram, Discord, and terminal, with capabilities including text, image, PDF, and voice. The dated history before the index start shows a sparse, sporadic pattern—a single entry in late 2023, two in early 2025, then occasional singles across subsequent months, indicating limited early activity rather than a dense trend. Among traction signals, 'chatbot' leads with 3 stars, followed by 'thought-filter' with 1 star, and 'Paradox_chatbot' with 0.
  36. AI web development tools29 entriesfirst seen 2025-01-17This cluster comprises AI-powered web applications that generate websites, provide intelligent assistants, and deliver a range of productivity and consulting services through simple interfaces. Dated entries before the index start show a steady one-per-month cadence from January to July 2025, a slight rise to two in August, one in September, a higher count of four in October, then only single entries in March and May 2026. Traction is led by AI-Project-p with one star, while PromtHub and fatiny-ai-your-versatile-digital-assistant trail with zero stars.
  37. Medical appointment management apps29 entriesfirst seen 2024-12-17This cluster comprises healthcare apps and web portals focused on appointment scheduling, medication reminders, patient records, and provider-patient communication. The dated history shows sporadic one-off entries from February 2013 through much of 2024, followed by a denser set of entries in specific months of 2025 and 2026 (e.g., four in May 2025, two in January 2026). SymptomSync-Health-App leads on traction with 30 stars, while other dated members show no stars.
  38. Soundboard and sound effect apps29 entriesfirst seen 2024-01-15This cluster comprises soundboard and sound-effect applications across web, desktop, and mobile, with features such as custom button grids, text-to-sound generation, and waveform display. The dated entry history before August 2026 spans from October 2014 to April 2026, appearing irregularly and with most entries occurring in 2024–2026, including a single month (October 2025) with two entries. Among the traction leaders, boardsfx-release holds the highest activity signal with 1 star, while sireSounds and toxen3 show 0 stars.
  39. Random decision and picker tools29 entriesfirst seen 2023-11-13This cluster comprises web and mobile utilities for making random decisions, including spinning wheels, number generators, name pickers, and themed chance-based games. The dated history shows a single entry in December 2015, a few entries in 2023 and 2024, and several entries in the first half of 2026, though 15 members have no source date. The strongest traction signal among dated members is Types_of_people_on_Earth with 4 stars, while two others have 0 stars each.
  40. All-in-one personal dashboards29 entriesfirst seen 2023-09-26This cluster consists of personal dashboard apps that consolidate multiple life domains—tasks, habits, finances, health, and more—into a single view. The dated history shows an isolated entry in September 2023, then a long gap until November 2025, followed by a steady stream from March 2026 onward, with the most entries in July 2026. The traction leaders, MY_SHEDULE_WEBSITE-, personal-command-center, and NevApps, each show zero stars, indicating minimal user engagement.
  41. SQL editors and database clients29 entriesfirst seen 2023-09-20This cluster spans SQL editors, database clients, schema modeling tools, and query-focused utilities, from terminal clients to collaborative web platforms. Dated entries are sporadic from 2014 to 2026, with a denser concentration from late 2023 through mid-2026, but the overall count is thin. Traction is led by mako (12 stars), well ahead of SSMS_MAC (3) and QueryProxy (0).
  42. Phone audio streaming utilities29 entriesfirst seen 2023-03-15This cluster contains apps that repurpose mobile phones as audio peripherals—streaming microphone audio to computers, turning phones into wireless speakers, or pairing devices for calls. The dated history shows sporadic single entries from December 2015 through August 2025, with no sustained pattern, making the shape too thin to read reliably. Traction is led by MicRemote with 2 stars, while Soundbridge and SyncRecord have none.
  43. Multiplayer bingo games29 entriesfirst seen 2022-10-24This cluster contains a diverse set of bingo game implementations, including web, mobile, and Telegram-based variants, with themes such as couples, corporate buzzwords, and brewery visits. The dated history is too thin to read a shape from, with only three dated entries before the index start. Traction is led by brewer-bingo, bingo, and cf-bingo, all with 0 stars, indicating early-stage projects.
  44. Privacy-focused mental wellness journaling apps29 entriesfirst seen 2021-05-20This cluster consists of privacy-focused journaling apps aimed at mental wellness, with features like mood tracking, prompts, voice recording, and on-device or secure storage. Dated entries occur sporadically from May 2021 through July 2026, with gaps and a slight clustering in early 2026, indicating an irregular, low-frequency pattern. Traction leaders by activity signal are MirrorNotes: AI Journal, Diary, speculae, and Orin-, all currently at zero stars.
  45. Personal finance aggregation apps29 entriesfirst seen 2019-10-01This cluster consists of personal finance apps that aggregate bank, investment, and credit accounts to track spending, net worth, budgets, and savings goals, often including features like credit score monitoring, retirement planning, and debt payoff tools. The dated history shows entries appearing sporadically from July 2012 through June 2026, with a few in the mid-2010s, several from 2019 to 2021, and a handful in early 2026. Nestworth leads on traction with 2 stars, while Monbark and Quicken each have 0 stars.
  46. Internet speed test tools29 entriesfirst seen 2019-09-28This cluster comprises internet speed testing and network monitoring applications that measure download/upload throughput, ping, jitter, and occasionally local network activity, delivered via web, desktop, mobile, CLI, and widget interfaces. The dated entry history before the index start shows sporadic single entries in early 2019, a long pause until late 2023, and then more frequent appearances from mid-2025 through mid-2026, including two entries in July 2026. NetSpeed and data-pacakage-killer show the highest activity signals, each with one star.
  47. System resource monitoring tools29 entriesfirst seen 2019-08-30These 29 products are system resource monitoring tools that track CPU, memory, and other performance metrics across Linux, containers, VMs, and even X11 sessions. Entries are dated from 2010 through 2026-06, with a denser grouping of releases from 2019 onward, though the overall timeline is a slow, steady stream rather than any concentrated burst. The traction leaders (beszel-hub-bin, pi-ext-usage, taskwire-bin) all show 0 stars, indicating minimal visible user adoption.
  48. Pixel art editors29 entriesfirst seen 2019-08-25This cluster comprises pixel art and graphics editors, mostly browser-based or desktop, featuring grid-based drawing, palettes, and some node-based or modal workflows. Dated entries are sparse before 2019, with a small cluster in 2019 and a few in 2025-2026, totaling 15 dated entries before the index start. Traction leaders are XSTeditor, pixelart, and PixiEditor, all with 0 stars.
  49. Cluster management and monitoring tools29 entriesfirst seen 2019-07-15This cluster comprises interfaces for managing, monitoring, and interacting with container orchestration clusters, predominantly Kubernetes, but also Nomad and Kafka, across web, desktop, terminal, and mobile form factors. Before the index start, member entries were dated sporadically from July 2019 to March 2026, with occasional months containing two entries but no clear directional trend across the 19 dated records. The leading traction signal is k8s-ingress-gen with 100 stars, far surpassing podwright and cicdkit, each at 2 stars.
  50. AI e-commerce product imagery29 entriesfirst seen 2019-03-26The cluster consists of web apps and AI tools that generate product photos, ad creatives, and listing content for e-commerce sellers, often transforming single uploads or prompts into studio-quality visuals. The dated history is too thin to read a shape from — only four dated entries exist prior to index start, so the cluster predates the index or its members are undated. Traction is led by goldie with 1,878 stars, while other members have minimal activity.

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.