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WHITESPACE · CLUSTER INDEX · 9,676 CLUSTERS

Clusters

Every group of products the index has found building the same thing. Biggest collisions first, or newest first — all 9,676 of them, 50 to a page.

  1. General social networking apps19 entriesfirst seen 2025-10-01This cluster comprises social networking products centered on sharing posts, messaging, community discovery, and private groups. Dated entries before the index show a gradual increase from one in May 2025 to three in April 2026, then two in June 2026, indicating a modest upward trend. The traction leaders all have zero activity stars, so no single product stands out as a clear leader.
  2. Role-based school management portals19 entriesfirst seen 2025-09-18These products are school management portals offering role-based dashboards for administrators, teachers, students, and parents to manage academic records and campus operations. The cluster's dated history is too thin to read a shape from — only one dated entry exists before the index start, so it predates the index or its members are largely undated. On traction, smart-sms-school-management leads with 6 activity stars, while other members show no traction signal.
  3. Sales lead management tools19 entriesfirst seen 2025-09-14This cluster comprises sales lead management tools that capture, track, and organize prospects, with pipeline management and follow-up automation. Dated entries before the index start show a sporadic pattern from February 2025 to January 2026, with monthly counts ranging from 1 to 2, indicating a steady but irregular flow of new products. All three traction leaders—lead-engine, lead-pipeline, and clinicals-app-clone—have the same activity signal of 0 stars, so no product stands out as a leader.
  4. Vertical AI copilot assistants19 entriesfirst seen 2025-09-13This cluster consists of AI copilots tailored to specific domains such as customer support, IT operations, fraud investigation, interviews, and homework. The dated history before the index start is too thin (only 4 entries) to identify a trend shape. In terms of traction, wishpilot leads with 12 stars, followed by keet (1 star) and opspulse-ai (0 stars).
  5. AI study companion apps19 entriesfirst seen 2025-09-13This cluster consists of web-based AI study assistants that help students organize course materials, generate study aids like notes and summaries, and track learning progress. Dated entries before the index show appearances in July 2025, September 2025, December 2025, and July 2026, with small groupings in mid- and late 2025 and a single entry in mid-2026. Traction is led by scholar_source with 1 star, while other members have 0 stars.
  6. Small business invoicing apps19 entriesfirst seen 2025-09-12This cluster comprises web-based invoicing and billing applications focused on small businesses, freelancers, and niches like auto repair and utility bills. Dated entries before the index start appeared sporadically across 2025-07 to 2026-06, with several months without any new entries and no clear trend. The traction leaders are Z-A-invoicing, SmallBizInvoiceApp, and AE-Tax-Invoice-Generator-1, all showing zero stars.
  7. Quest-based adventure games19 entriesfirst seen 2025-09-09The cluster centers on quest-driven games that guide players through challenges, missions, and story-driven exploration. Dated history shows five entries before the index start, appearing sporadically from 2016 to 2026, with two entries in September 2025. Traction is minimal across members; the top activity signals all carry zero stars.
  8. AI interview prep platforms19 entriesfirst seen 2025-09-07This cluster comprises AI-powered interview preparation platforms that simulate coding, behavioral, system design, and live voice interviews, offering real-time feedback, resume analysis, and practice questions. Entries before the index start appear at irregular intervals, with two entries each in May and July 2026. Traction is led by InterviewMinds with 7 stars, while other members have minimal or no traction.
  9. Gamified task management apps19 entriesfirst seen 2025-09-05This cluster consists of gamified task management and to-do apps that turn personal goals into quests, with points, rewards, and progression systems. The dated history shows sporadic entries from July 2024 to July 2026, with a slight concentration around September 2025. Traction is led by quest-rig with 1 star, while cursed-mission and To-do-list-with-exp-system have 0 stars each.
  10. Patient portal web apps19 entriesfirst seen 2025-09-05These products are web-based patient portals for viewing health information and managing appointments. Before the index start, dated entries show two in Feb 2025 followed by one each in Sep, Oct, Dec 2025 and Feb, Jun, Jul 2026, a thin and uneven timeline. patient-frontend leads traction with 1 star, while Klinikportal and MedInfo-Hub have 0 stars.
  11. Multi-tenant hospital management platforms19 entriesfirst seen 2025-08-26This cluster consists of multi-tenant hospital management platforms covering patient records, appointments, billing, pharmacy, lab, and telemedicine. The dated history before the index start is too thin to read a shape from, with only two dated entries. Traction leaders are hospital-management-system, mediflow-hms, and Hospital-Management-System, each with 0 stars.
  12. Childcare and preschool management software19 entriesfirst seen 2025-08-25This cluster consists of web-based platforms for managing childcare, daycare, and preschool operations, covering enrollment, scheduling, communication, billing, and compliance tracking. The dated history includes a single 2014 entry, then a long gap until 2025, and a few entries scattered through early 2026, so the cluster's dated activity is sparse and recent. Traction leaders are NexGen-Dash, Ladles-of-Love-Project, and brightwheel: Child Care App, all with 0 stars. These products serve similar administrative needs for early childhood centers.
  13. Kanban task and calendar apps19 entriesfirst seen 2025-08-23This cluster consists of personal task and event management apps that combine Kanban boards with calendar views for organizing work and life tasks. Dating from May 2025 to July 2026, entries appear sporadically with single monthly counts, except for two in July 2026, making the historical shape thin but present. Traction leaders are my-memo, ergon-productivity-tool, and tasks, each showing 0 stars as the highest activity signal.
  14. Desktop screen-sharing privacy overlays19 entriesfirst seen 2025-08-23This cluster is desktop software that keeps notes, windows, or browsers visible on the user's monitor while hiding them from screen sharing, recordings, and screenshots. The cluster's dated history is too thin to read a shape from: only one dated entry exists before the index start, so it predates the index or its members are undated. On traction, ofradr leads with 33 stars, followed by ZenQuill with 3 stars and SafeBrowse with 2 stars.
  15. Esports tournament and fan platforms19 entriesfirst seen 2025-08-08This cluster comprises 34 web platforms centered on esports, spanning tournament organization, team and fan hubs, schedule/standings trackers, and community engagement tools for specific games or regions. The dated history shows sporadic entries from May 2025 to June 2026, with no sustained pattern, and 12 members have no source date. Traction is minimal overall; free-fire-tournament-management-platform leads with 2 stars, while veloxesports and digital-dominion each have 0.
  16. Digital drawing and sketching tools19 entriesfirst seen 2025-08-08The cluster consists of simple digital drawing and sketching applications, primarily web-based, that offer freehand drawing on a blank canvas. Dated entries are sporadic, appearing in March 2014, September 2019, October 2024, March 2025, July 2025, August 2025, and November 2025, with no clear trend. Traction leaders all show zero stars, indicating minimal user engagement. The dated history is too thin to read a shape from, as entries are irregular and sparse.
  17. Book cataloging and tracking apps19 entriesfirst seen 2025-08-02This cluster consists of mobile and web apps that let book lovers catalog collections, scan ISBNs, track reading status, and share or organize libraries. The dated entries before the index start are sparse, with only a handful of single entries scattered across 2010-2026, so the timeline shape is too thin to read. Traction leaders are the-shelf, BookBuddy Pro: Book Tracker, and thereadingplace, each with 0 activity stars.
  18. AI web app generation platforms19 entriesfirst seen 2025-07-30This cluster consists of AI-powered platforms that let users generate and edit complete web applications from natural-language prompts. The dated history shows entries from January 2025 through May 2026, with a modest concentration of two entries per month in September, October, and November 2025, and single entries in other months. Libra leads on traction with 1,675 stars, while the other two named members have zero stars.
  19. Campus navigation map apps19 entriesfirst seen 2025-07-30This cluster comprises interactive map and wayfinding applications for school and university campuses, helping students and visitors locate buildings, rooms, and facilities. The dated history is sparse: entries appear sporadically from March to October 2025, with a slight increase in September (2 entries) but no sustained pattern. Traction leaders are GROUP3D-SCNMA, 3D-University, and Campus-AI, each with 0 stars, indicating minimal activity.
  20. AI lesson planning tools19 entriesfirst seen 2025-07-29This cluster consists of AI-assisted tools that help teachers create lesson plans, assignments, and instructional materials, with some also generating timetables and interactive sessions. The dated history before the index shows five entries: single entries in June, July, and August 2025, a gap, then two entries in May 2026, indicating an uneven and sparse early pattern. Among tracked members, xiao-jiang-tai-coach leads on traction with 14 stars, far ahead of the others with 1 star each.
  21. Online flower shops and marketplaces19 entriesfirst seen 2025-07-26This cluster comprises online flower shops and marketplaces that sell bouquets, arrangements, and related gifts, with options for delivery or pickup. The dated history before the index start is too thin to read a shape from—only five dated entries appear between July 2025 and May 2026, and four members have no source date. Traction leaders are Choco-Flora, toko-bunga-natasya, and carouselshop, each with 0 stars.
  22. Online saree retail stores19 entriesfirst seen 2025-07-23This cluster consists of e-commerce stores focused on traditional Indian apparel, primarily sarees, along with related items like lehengas and blouses. The dated history before the index start is too thin (only 4 entries) to discern a shape, so the cluster's timeline is unclear. On traction, sari-elegance, eshwe, and ars-silk-sarees lead in activity signal, though all show zero stars.
  23. Competitive intelligence platforms19 entriesfirst seen 2025-07-23The cluster consists of competitive and market intelligence tools that monitor competitors' advertising, pricing, SEO, websites, and news to produce insights and reports for marketers, founders, and investors. Dated entries appear at irregular intervals from July 2025 through July 2026, with no clear trend or acceleration; the timeline is too sparse to discern a pattern given only six dated members and six undated ones. Among traction leaders, competitor-monitor leads with 3 stars, while Marketing-Radar and empirisys-intelligence-hub each have 0 stars.
  24. Virtual slot machine games19 entriesfirst seen 2025-07-14This cluster comprises casual, web-based slot machine games that spin reels for entertainment with virtual credits, including a rabbit-themed variant and a hybrid with bingo and puzzles. The dated entries span from October 2014 to July 2026, with a long gap between 2015 and 2025 and then a single entry nearly every month from April 2025 onward. Traction leaders are the_unpayable_slot_machine, jackpot-palace, and Slingo Adventure: Bingo Games, all at 0 stars but with the highest activity signal in the cluster.
  25. QR code restaurant ordering platforms19 entriesfirst seen 2025-06-30This cluster comprises SaaS products focused on QR-code-based digital menus for restaurants, enabling order placement, payment, and often analytics. Dated entries before the index start show sparse activity in mid-2025, followed by a gradual increase through 2026, with the highest monthly count (2) in July 2026. Among members with traction signals, DearMenu leads with 1 star, while salero and raqmenu have 0.
  26. AI education course platforms19 entriesfirst seen 2025-06-27This cluster consists of online platforms and courses focused on teaching artificial intelligence, machine learning, and related digital skills, including AI-powered course creation tools. The dated history is thin, with only five entries spread sporadically from April 2025 to May 2026, offering no clear growth pattern. Traction is led by lunaris with five stars, while other dated members show minimal or no activity.
  27. Eco-friendly product online stores19 entriesfirst seen 2025-06-26The cluster consists of 14 online stores and platforms selling eco-friendly, sustainable consumer products across categories like electronics, cookstoves, footwear, food packaging, and cleaning goods. Dated history before the index start is thin but present: entries appear in May and June 2025, then again in November and December 2025, and once more in July 2026; nine members have no recorded source date. Traction leaders (ecoharvest-hub, Ecotex-final, elisu-ecommerce) all show zero stars, indicating negligible activity signals.
  28. Website cloning tools19 entriesfirst seen 2025-06-26These tools replicate existing websites from a URL or reference image, aiming to preserve layout, design, and content. 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. Deepclonewebsite leads on traction with 74 stars, while other tracked members show minimal or no activity.
  29. Compatibility matching apps19 entriesfirst seen 2025-06-23This cluster consists of web and mobile apps that pair users based on shared interests, values, preferences, personality traits, or even numerical or name-based compatibility. The dated history before the index start is thin, with seven entries spread sporadically from June 2025 to July 2026, showing no clear trajectory. GoalBuddy leads on traction with one star, while most other members have minimal or no activity.
  30. WhatsApp bulk messaging tools19 entriesfirst seen 2025-06-19This cluster consists of tools for sending bulk WhatsApp messages for marketing and outreach, including features like scheduling, contact management, templates, and delivery analytics. The dated history before the index start is too thin (only four entries) to discern a growth pattern. The most active members (whatsoo-testing-due-to-vercel-serverless, disparo-whatsapp-campanhas-api-oficial-meta, whatsapp-sender) all show zero stars, indicating early-stage activity with no public traction yet.
  31. Secure cloud storage apps19 entriesfirst seen 2025-06-15The cluster comprises cloud storage web applications focused on secure upload, storage, sharing, and management of personal files. Dated entries before the index start are sparse: one in September 2022, a gap until June 2025, then entries in November and December 2025 and July 2026, showing no clear trend. Among tracked members, cloud-drive leads on traction with 1 star, while TeleValut and minidriver have 0 stars.
  32. Personalized learning path apps19 entriesfirst seen 2025-06-14This cluster comprises web and mobile applications that generate personalized learning paths, adapt to individual goals and skill levels, and track progress through structured content. The dated history shows a single entry in 2015, then a gap, followed by entries from mid-2024 through early 2026, with the highest monthly count of two in June 2025. Traction is led by capability-space with 9 stars, while other members have 0 stars.
  33. Attendance management systems19 entriesfirst seen 2025-06-11This cluster consists of web-based attendance management systems for educational institutions and workplaces, covering record tracking, reporting, and notifications. The dated history before the index shows sporadic single or double entries from February 2025 through July 2026, with no clear trend. On traction, Upasthiti leads with 2 stars, followed by college-attendance-management-system with 1 star.
  34. Physiotherapy management and exercise tracking apps19 entriesfirst seen 2025-06-03This cluster comprises 19 products focused on physiotherapy practice management and patient exercise tracking, including personalized rehab plans, progress monitoring, and administrative tools for clinics. Dated entries span from 2013 through mid-2026, with a thin early history and most activity in late 2025 and early 2026. The traction leaders, Physio-Ai-2, physio-shine-up, and laudos-fisio, each show zero stars in activity signal.
  35. Browser Tetris game clones19 entriesfirst seen 2025-05-31This cluster consists of browser-based Tetris-style games with modern visual themes, online leaderboards, and varied features such as ghost pieces, power-ups, or AI assistance. The dated history is too thin to read a shape from—only 4 dated entries exist before the index start, and 6 members have no source date. Traction leaders based on activity signal are dsh-floating-tetris, tatris-online, and rin-block, all with zero stars.
  36. Natural language to SQL agents19 entriesfirst seen 2025-05-26This cluster consists of AI tools that translate natural language questions into SQL or database queries, with some also executing them, exporting results, or visualizing insights. The dated history before the index start is sparse but present: two entries in May 2025, then three more spread across November 2025, December 2025, and January 2026 (one, one, and two respectively). DBQuill leads in traction with 38 stars, ahead of smart-data-agent (21) and NomaData (13).
  37. Phishing URL scanners19 entriesfirst seen 2025-05-24This cluster comprises web and security apps that detect phishing and scams by scanning URLs, links, messages, QR codes, and other content, often with dashboards or educational elements. The dated entry history shows a small concentration in April–May 2025 (3 of 6 entries) followed by sporadic single entries through June 2026, indicating early but not sustained creation. Traction is led by safelink with 2 stars; other members show little to no activity signal.
  38. Hotel management platforms19 entriesfirst seen 2025-05-24This cluster consists of hotel management platforms covering bookings, billing, inventory, reporting, and restaurant operations. Dated entries are sparse, beginning with a single entry in March 2018, then a long gap until May 2025, followed by a handful of entries through mid-2026. DolphinApp leads on traction with 3 stars, while other listed members have 0 stars.
  39. Wikipedia casual reading apps19 entriesfirst seen 2025-05-21This cluster consists of web and mobile apps that repackage Wikipedia articles for casual, short-form, or time-constrained reading, including daily featured articles, random article feeds, swipeable vertical formats, and printer-friendly conversions. The cluster's dated history is too thin to read a shape from, as only one member has a source date before the index start and eight members are undated. Traction leaders by activity signal are WikWok, WikTok, and Wikipedia Daily Article Viewer, all with zero stars.
  40. Taxi and cab booking web apps19 entriesfirst seen 2025-05-16This cluster consists of web applications for booking taxi or cab rides, connecting passengers with cab services and presenting ride options and reservation information. The dated entry history shows sporadic activity from January 2025 through July 2026, with entries in multiple months but never more than two in a single month. Traction leaders are gmcabsservices, jbahon, and ride-n-care, all with zero stars, indicating minimal user engagement so far.
  41. Anime fan community platforms19 entriesfirst seen 2025-05-04This cluster consists of web platforms centered on anime fandom, covering community features like discussion threads, events, galleries, and watchlist tracking. The cluster's dated history is too thin to read a shape from—only three dated entries exist, all predating the index—so no trend can be inferred. Among those with activity signals, portharcourt leads with three stars, while Issho and animesalt.site have none.
  42. Decentralized blockchain voting apps19 entriesfirst seen 2025-04-17This cluster consists of web-based applications for decentralized voting on blockchain networks, covering community decisions, witness elections, and general Web3 voting. The dated history is too thin to read a shape from—only three dated entries exist before the index start, so the cluster either predates the index or its members are undated. On traction, github-polls-voter-auth leads with 115 stars, while scamshield-registry and polooscouncil have 0 stars each.
  43. AI-powered Git repository tools19 entriesfirst seen 2025-04-15These products apply AI to interacting with Git repositories and codebases, spanning editors, desktop clients, assistants, and context generators. The five dated entries before the index start are sparse: one each in April, May, and June 2025, then none until one in February and one in March 2026, indicating an uneven early cadence. Octocode leads traction with 917 stars, far ahead of tether-ai (74) and GitGatto (64).
  44. Tokenized real estate investment platforms19 entriesfirst seen 2025-03-24This cluster comprises platforms that tokenize real-world assets—primarily real estate, but also agriculture, wine, and private equity—to enable fractional, blockchain-based investing. The dated entry history is sparse and irregular: two entries appear in March 2025, followed by single entries in September 2025, December 2025, January 2026, February 2026, and July 2026, while 12 members lack source dates. Traction is minimal overall; the leading member is foundra with one star, while event2 and realestate_saas have zero.
  45. Web-based PDF manipulation tools19 entriesfirst seen 2025-03-21This cluster consists of web-based PDF tools that allow merging, splitting, compressing, and in some cases signing and editing, all processed locally without upload. The dated history is too thin to read a shape from, as only three dated entries exist prior to the index start. Among traction leaders, holy-pdf and pdflover each have 2 stars, while pdfnest has none.
  46. Business analytics dashboards19 entriesfirst seen 2025-03-21This cluster consists of 24 dashboard and analytics applications that aggregate data from various sources and visualize key performance metrics for business monitoring and decision support. Dated entries appear intermittently from February 2024 through March 2026, with small concentrations in March 2025, June 2025, October 2025, and March 2026. On traction, pulse-dashboard leads with 1 star, while the other two named members have 0 stars.
  47. Basic arithmetic calculator apps19 entriesfirst seen 2025-03-07This cluster comprises 13 calculator applications focused on basic arithmetic operations such as addition, subtraction, multiplication, and division. The dated entries show an isolated product in July 2017, then a long gap, followed by consecutive monthly entries from February through June 2025. Traction is minimal, with the leading products—simple-calculator-plus, Calculator-App-Python-Flet, and Calculater--App—each having zero stars.
  48. Dog photo and breed apps19 entriesfirst seen 2025-03-02The cluster consists of web and AI applications centered on dogs, covering breed identification, photo-based humor, genetic analysis, diet recommendations, and lifestyle matching. The dated history is too thin to read a shape from, as only three entries have dates before the index start; most members lack source dates. WhatDogBreed leads on traction with 1 star, followed by is-my-dog-judging-me and hotdog-or-not.
  49. Blockchain credential verification platforms19 entriesfirst seen 2025-02-27Products in this cluster use blockchain technology to issue, store, and verify tamper-proof credentials for academic achievements, employment history, volunteer service, and other merits. The dated history before the index shows entries appearing sporadically from February 2025 through February 2026, with single-month counts of 1–2 and no clear upward or downward trend. Traction leadership is led by Authentra (5 stars), followed by authichain-unified (2 stars) and proofline-dapp (1 star).
  50. AI ATS resume builders19 entriesfirst seen 2025-02-23This cluster covers AI resume builders and optimizers that compare resumes to job descriptions, tailor experiences for ATS keywords, and generate ATS-friendly documents with quantified bullet points. The dated history before the index start is thin but shows an isolated 2018-12 entry followed by a series from 2025-02 through 2026-07, with the densest run in early 2026 (2026-01 to 2026-04). TexFolio leads traction with 8 stars, followed by resume-builder-ai (3 stars) and resume_builder (0 stars).

How to read this list

HOW TO READ THIS

A cluster is a group of products whose descriptions sit close together, redrawn from scratch every night. Groups split, merge and disappear between rebuilds, and a group's size can change without a single product changing. Read this as a map of where ideas crowd, not a census — most products sit in no cluster at all.

Many labels here are auto-generated from the group's own text rather than written, and the summaries and gap analyses lag behind the clustering: the pass that writes them has not caught up with the groups the last rebuild created. A missing summary means we have not written one, not that there is nothing to say.

“First seen” is the earliest date any member carries, which is a creation date where the source published one and a crawl date otherwise. Nothing in the index was found before 11 August 2026, and coverage broadened sharply on 14–15 August, so an early date reports how far back a member's own source dated it — not how long we have been watching. The Pulse carries the live totals.