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WHITESPACE · CLUSTER INDEX · 9,788 CLUSTERS

Clusters

Every group of products the index has found building the same thing. Biggest collisions first, or newest first — all 9,788 of them, 50 to a page.

  1. Mood tracking and journaling apps17 entriesfirst seen 2025-09-13This cluster consists of web apps for mood tracking, journaling, and accessing mental wellness resources or insights. Entry counts before the index start were sporadic, with a small concentration in September 2025 (5 entries) amid otherwise single-digit monthly counts. The traction leaders—MindTrack, mindbloom-wellness, and Shmoody—all show zero stars, indicating minimal user engagement.
  2. Docker container management dashboards17 entriesfirst seen 2025-09-10This cluster comprises seven tools for monitoring and managing Docker containers through dashboards, CLIs, and GUIs, covering local, compose-based, and cloud resources. Dated entries appear sporadically from November 2024 to June 2026, with no clear trend across those six months, so the timeline shape is too thin to read a pattern. All traction leaders (dtop-bin, kuroOS, tori-cli-bin) show zero activity signal, indicating no standout product has emerged.
  3. Browser-based photo editing tools17 entriesfirst seen 2025-09-09This cluster consists of browser-based image editing and conversion tools, ranging from simple crop-and-adjust editors to specialized animation and AI-prompt editors. The dated history before the index start is thin: entries appear sporadically across five months (1-2 per month) with no clear pattern, and most members have no recorded source date. Among the traction leaders, PiP-AI-project, Allcustomize, and Shotwell are listed, but all register zero stars, indicating limited public engagement.
  4. Barbershop booking and operations platforms17 entriesfirst seen 2025-09-01This cluster comprises multi-tenant platforms for barbershops—and sometimes salons, freelancers, and clinics—covering appointment scheduling, client records, payments, and daily operations. The dated history before the index start is thin and irregular: 10 entries appear sporadically across months (2 in Jul 2025, 1 in Sep, 1 in Nov, 1 in Dec, 1 in Feb 2026, 3 in Mar, 1 in Jun) with no clear trend. Traction leaders—Job-e-Comiss-es, Barberapp, and Kort-ERP—all show 0 stars, indicating early-stage activity.
  5. Personal task management web apps17 entriesfirst seen 2025-08-16This cluster consists of 16 web-based task management tools focused on personal to-do lists, with common features such as priorities, categories, tags, subtasks, offline support, and cloud sync. Dated entries appear steadily from April 2025 through June 2026, with a few months having multiple entries. The traction leaders all show zero stars, so no clear leader stands out.
  6. Sim racing telemetry dashboards17 entriesfirst seen 2025-08-12This cluster comprises dashboard applications that visualize live telemetry and race data from racing simulators for enthusiasts. The five dated entries appear sporadically from March 2025 to July 2026 with no consistent cadence. The traction leader is ai-racing-coach-acc with 1 star, while other members have 0 stars.
  7. SSH and remote terminal managers17 entriesfirst seen 2025-08-11A cluster of 21 products for SSH-based remote access and terminal management, including command-line bridges, terminal emulators, tunnel managers, and desktop workbenches. The dated history shows an early single entry in 2020, a gap, then a low stream from late 2024 with a modest increase in early 2026 (entries in March, April, and July). Traction is led by herdrx with 22 stars, followed by KodeWork (2 stars) and susshi (0 stars).
  8. Interior design web platforms17 entriesfirst seen 2025-08-10This cluster comprises web-based tools for interior design professionals, covering project management, material estimation, portfolio display, and community sharing. The dated history is too thin to read a shape from—only 3 dated entries exist before the index started, and 6 members have no source date. Traction leaders, based on activity signal, are my-community, vaishannavimarbelshop, and interior-proposal, each with 0 stars.
  9. Terminal note-taking apps17 entriesfirst seen 2025-07-22This cluster comprises terminal-based applications for note-taking, knowledge management, and organization, including Markdown notebooks, hierarchical outliners, and tools for research paper annotation. The dated entries (9 pre-index) appear sporadically, with a lone 2009 entry, a 2016 entry, then a concentration of four in early 2021, followed by singles in 2025 and 2026. Traction leaders are markora, notedog, and papr-bin, all with zero stars, indicating minimal activity.
  10. Padel match & tournament apps17 entriesfirst seen 2025-07-22The cluster consists of web and mobile apps for organizing padel matches, tournaments, and score tracking. Dated entry history before the index began shows singles in March, July, November ̈2025 and January ̈2026, with two in June 2026, a sparse pattern with no clear trend. Padel_klassement leads traction with 2 GitHub stars, while padel-sitges and padelindex-legacy have 0.
  11. AI decision insight tools17 entriesfirst seen 2025-07-21This cluster consists of AI-powered applications that analyze diverse data types—position, business, materials, customer feedback, financial, and visual—to generate insights, recommendations, and visualizations for decision support. The dated entry history before the index start shows a sparse, steady pattern: one entry in each of seven months from March 2025 to July 2026, with no discernible acceleration. Traction leaders are MATASSIST-AI and insightlens-ai, each with 1 star, though the overall activity signal remains low.
  12. Flower shop e-commerce apps17 entriesfirst seen 2025-07-17This cluster consists of web applications for flower shops covering storefront browsing, payments, delivery ordering, custom bouquet creation, shopping cart, order tracking, and inventory management. The dated entry history before the index start includes only 4 members, too few to discern a trend, so the cluster's early timeline shape cannot be read. Among members with traction signals, lunora-studio leads with 3 stars, followed by bouquet-app with 2 stars and Purely-Baskets-Blooms with 0 stars.
  13. Secondhand goods marketplaces17 entriesfirst seen 2025-07-17This cluster comprises online marketplaces for buying and selling secondhand goods, ranging from clothing and accessories to furniture, electronics, and novelty items. The dated history before the index start shows only six entries: one each in early 2012, 2013, and 2015, followed by a long pause and then entries in mid-2025, late 2025, and two in early 2026. Among members with an activity signal, marketflip leads with 1 star, while Secondlife-market and Vinted both have 0 stars.
  14. MENA real estate listing platforms17 entriesfirst seen 2025-07-10This cluster comprises real-estate marketplace platforms focused on the Middle East and North Africa, with some sites covering specific countries and others broader regions. The dated history is too thin to read a shape from, as only three entries have source dates before the index began. MAKAN leads on traction with one activity star, while the two other trackable members have zero stars.
  15. AI IELTS prep and assessment17 entriesfirst seen 2025-07-05This cluster consists of AI-powered tools for English proficiency exam preparation and assessment, primarily targeting IELTS and related tests. The dated history shows sparse, irregular entries: one in July 2025, one in February 2026, and three consecutive months from May to July 2026. Among traction leaders, ielts-app leads with 1 star, while others have 0 stars.
  16. AI vertical video clippers17 entriesfirst seen 2025-06-19This cluster consists of tools that turn long videos, podcasts, and recordings into short vertical clips with AI-generated subtitles, scripts, and voiceovers. The dated history before the index is too thin to read a shape from, with only two dated entries. Among the traction leaders, clipfactory leads with 105 stars, followed by i-hate-editing at 11 stars and Aurum-Clipper at 3 stars.
  17. Disaster response coordination platforms17 entriesfirst seen 2025-06-17This cluster comprises web and mobile platforms that connect authorities, citizens, and responders for real-time disaster incident reporting, live alerts, resource allocation, and post-disaster task coordination. Entries appear sporadically from June 2025 through April 2026, with only 6 dated entries before the index start, making the timeline too thin to infer a clear shape. Disaster-Response-Coordination-Platform leads on traction with 1 star, while DisasterSync and FloodRescueNet show no stars.
  18. Web-based video editors17 entriesfirst seen 2025-06-16This cluster consists of web-based video editors that provide multi-track timelines, preview, effects, and export capabilities. The dated history before the index shows sparse entries: one in August 2021, then a gap until June 2025, followed by entries in December 2025, June 2026, and July 2026, indicating sporadic activity. EasyCut leads on traction with 8 stars, while other members have no stars.
  19. AI agent CRM platforms17 entriesfirst seen 2025-06-11This cluster consists of AI-powered customer relationship management platforms, many designed for AI agents to automate sales workflows, contact management, and account oversight. The dated history before the index start is sparse and irregular, with entries appearing at scattered months and no clear trajectory. customermates leads on traction with 224 stars.
  20. Community forum platforms17 entriesfirst seen 2025-06-05This cluster consists of community forum and discussion board platforms where users create topics, threads, and replies. The dated history is too thin to read a shape from, as only two entries have source dates before the index start. Traction is led by workerbbs with 2 stars, while open and lssd-forum have 0 stars.
  21. School management platforms17 entriesfirst seen 2025-06-04This cluster covers web-based platforms for managing school or institution operations, including enrollment, attendance, grades, scheduling, and role-based access for administrators, teachers, students, and parents. The dated history before the index start is thin and sporadic, with 14 entries spread across 2023-09 to 2026-06, never exceeding three in a month, so no clear trajectory can be read. Traction is led by Sistema-ABACO (3 stars), followed by plataforma-ensino (1 star) and lms-sera-app (0 stars).
  22. AI coding education platforms17 entriesfirst seen 2025-06-03This cluster comprises AI-driven coding education platforms that teach programming through interactive lessons, gamified quests, personalized roadmaps, and AI mentorship, spanning general-purpose and language-specific (e.g., Java, Roblox Luau, Spanish) offerings. Dated entries before the index start appear in May–July 2025 and then again in May and July 2026, indicating an early period of experimentation followed by a later resurgence. Traction is led by swift-forge-arena with 55 stars, while DevBase and Plataforma_educacional have 0 stars.
  23. Religious event and donation websites17 entriesfirst seen 2025-05-29This cluster comprises twelve websites serving religious communities, including mosques, synagogues, temples, and festival celebrations, with features like prayer or event schedules, donation management, ritual explanations, and visitor information. Dated entries before the index start are sparse, with one inception in May 2025, two each in July and August 2025, and one in October 2025, showing no clear growth trend. Traction among named products is minimal, as all three listed activity leaders have zero stars each.
  24. AI text detection tools17 entriesfirst seen 2025-05-28This cluster comprises tools for detecting AI-generated text, analyzing writing style, and producing audit or risk reports. The dated history is too thin to read a shape from, as only one dated entry exists before the index start, so the cluster likely predates the index or most members are undated. Traction leaders are dsh-plugin-writing-guard with 33 stars, writing-eval with 9 stars, and AIGC with 3 stars.
  25. Security monitoring and threat protection apps17 entriesfirst seen 2025-05-26This cluster consists of web and mobile applications for security monitoring, threat detection, and protection across physical, digital, and network environments. The dated entry history before the index start shows isolated entries in 2019 and 2021, followed by several in 2025 and one in early 2026, indicating sporadic activity rather than a sustained increase. Traction leaders are TruU TOTAL Protect, sentinelshield, and border-surveillance, each with an activity signal but zero stars.
  26. AI-generated content detectors17 entriesfirst seen 2025-05-25This cluster consists of browser extensions and web apps that detect AI-generated content, AI-assisted coding, and authenticity signals across websites. Pre-index entry counts were sparse, ranging from one to two per month between May 2025 and July 2026, with the highest activity in June 2026. The traction leader is locallens-ai-detector (4 stars), followed by technisa-hacks-project (2 stars) and trustsignalcheck (0 stars).
  27. AI marketing content automation17 entriesfirst seen 2025-05-14This cluster comprises AI-powered marketing platforms that generate, manage, and distribute content across multiple channels, often using AI agents and automation. Their dated entries appear sporadically from May 2025 to June 2026, with two entries in mid-2025, a gap until March 2026, and five more entries through June 2026. Among tracked members, anomalia leads traction with 13 stars, followed by vibex with 4 and marventa with 0.
  28. Kanban task management apps17 entriesfirst seen 2025-05-14This cluster consists of task management applications centered on Kanban boards for visually organizing and tracking work. Entries occur sporadically from May 2020 through July 2026, with a single entry in most months and three entries in July 2026, though the overall dated history is thin and uneven. Traction is minimal, with jira-clone-next leading at one GitHub star, while flowboard-app and Bothy have zero stars.
  29. Digital restaurant menu websites17 entriesfirst seen 2025-05-13This cluster consists of digital menu solutions for restaurants and cafés, primarily focused on displaying dishes, descriptions, and prices for customers to browse before ordering. A few extend into ordering and payment, such as one integrating Pix and another allowing branch-specific orders. The cluster's dated history is too thin to read a shape from, with only 3 dated entries before the index start, predating the index or mostly undated. Traction leaders based on activity signal are cardapio-pix, dine-delight-menu, and https-green-diner-menu.lovable.app-, each with 0 stars.
  30. Paycheck-based budgeting apps17 entriesfirst seen 2025-05-12This cluster of 23 mobile-oriented budgeting apps allocates income, bills, and spending around actual pay schedules, forecasting future balances and safe-to-spend amounts in real time. Dated entries span from March 2017 through July 2026, with sparse early appearances, a minor concentration in late 2025, and a larger group in mid-2026. The top traction signal is nearly flat: Pebble — Paycheck Budget, piggy-pulse-api, and daily-wallet each carry 0 stars.
  31. E-commerce store platforms17 entriesfirst seen 2025-05-11This cluster consists of web and mobile platforms for online selling, covering product listing, order management, payments, and related operations across general retail, marketplaces, grocery, digital goods, and dropshipping. Dated entries appear sporadically across six distinct months from January 2024 to June 2026, typically one per month, indicating a sparse, incremental addition pattern. Traction is led by Django-WebStore with 1 star, while other dated members have 0 stars.
  32. AI predictive maintenance platforms17 entriesfirst seen 2025-05-08The cluster consists of AI-powered predictive maintenance platforms for industrial equipment, covering failure prediction, anomaly detection, and maintenance planning. The dated history is too thin to read a shape from—only 4 dated entries precede the index start, so the cluster likely predates the index or has undated members. Traction leaders by activity signal are GMAO (2 stars), followed by industrial-maintenance-ai and Bearingguardai_ (0 stars each).
  33. Help desk ticket platforms17 entriesfirst seen 2025-04-30This cluster comprises help desk and customer support platforms that centralize ticket management, team collaboration, and support workflows. The dated history before the index start shows sparse, irregular entries from April 2025 through July 2026, with no consistent cadence. Traction is led by OpsPilot, globalvirtualsupport1, and support-ops-hub, all currently showing zero stars on the activity signal.
  34. AI photo editing apps17 entriesfirst seen 2025-04-25This cluster consists of AI-powered photo and image editing tools that apply enhancements, effects, and text-prompt-based edits, with one member automating workflows and another handling subject replacement. The dated history is sparse, with single entries scattered across six months between 2019-09 and 2025-11, showing an irregular release pattern rather than a clear trend. Traction is led by person-replacement-workbench with 4 stars, while the other dated members have zero activity; three members have no source date.
  35. AI recruitment screening platforms17 entriesfirst seen 2025-04-18This cluster consists of small software products that automate recruitment screening, candidate ranking, interview scheduling, and related hiring tasks for HR teams. The five dated entries before the index start appear sparsely across April 2025, June 2025, December 2025, May 2026, and July 2026, with no obvious monthly pattern. Traction, measured by GitHub stars, is led by apply-for-me (17 stars), followed by boss-hr-desktop (2 stars) and Aura-Screening (0 stars).
  36. E-commerce storefront applications17 entriesfirst seen 2025-04-14This cluster comprises 17 web-store applications that let shoppers browse products, manage carts, and check out via integrated payment processing, often with admin panels for order and inventory management. Dated entries appear sporadically from April 2025 to June 2026, with no clear trend—counts per month range from 1 to 2, totaling 9 dated entries before the index start. On traction, sabat-mern-firebase-ecommerce leads with 1 star, while Eco_The_E-commerce and e-commerce_application each have 0 stars.
  37. AI journaling and memory apps17 entriesfirst seen 2025-04-08This cluster comprises 16 products centered on AI-assisted journaling, personal memory storage, and reflective insights, with several offering natural-language querying, story generation, or private local storage. The dated history before the index start is sparse, showing a single entry in April 2020 followed by a series of entries from early 2025 through mid-2026, with no strong directional trend. On traction, DigitalMuseum leads with 2 stars, followed by AURORA-MEMORY-VAULT with 1 star, while Cognaxis has 0 stars.
  38. Editorial content management platforms17 entriesfirst seen 2025-03-31This cluster comprises content management and publishing platforms that help users create, review, and publish articles, reviews, or books, ranging from generic CMS tools to niche writing studios. The dated history shows a sparse, roughly monthly appearance from March 2025 to June 2026, with several gaps, indicating a steady but thin flow of similar tools. Traction leaders are cine-blog, sharks-editorial-calendar, and gp-subscription-system, each with minimal activity signals (0 stars).
  39. GitHub contribution graph visualizers17 entriesfirst seen 2025-03-29This cluster consists of tools that visualize, generate, or manipulate GitHub contribution graphs — from static cards and widgets to animated races and 3D renders. The dated history is too thin to read a shape from, as only 4 dated entries exist before the index start, and 9 members have no source date. Among those with activity signals, gitracer.io leads with 3 stars, while Patchwork and loosuechina-hub.github.io have 0 stars each.
  40. Inventory CRUD web apps17 entriesfirst seen 2025-03-28This cluster consists of web-based inventory and product management applications, many with authentication, role-based access, and CRUD operations. Dated entries before the index began appear sporadically from February 2025 to July 2026, with a gap between March and December 2025, but no clear trend is evident. Among listed traction leaders, LongRun-Inventory has the highest activity signal with 1 star, while others show 0 stars.
  41. Client cash flow tracking apps17 entriesfirst seen 2025-03-12This cluster consists of web applications for managing client cash flow, tracking payments, and monitoring financial transactions and money movements. The dated history before the index start is too thin to read a shape from, with only 4 entries. The traction leaders by activity signal are pettycash, kasa-defteri, and cashpatch-ai, each with 0 stars.
  42. Personal portfolio admin dashboards17 entriesfirst seen 2025-03-10This cluster consists of admin dashboards for managing personal portfolio or CV website content, typically self-hostable and visual. The dated history is too thin to read a shape from, with only four dated entries prior to index start. Traction leaders are mfolio (1 star), followed by set-sail-project-2af3794d and Lens (0 stars).
  43. Cross-platform real-time messaging apps17 entriesfirst seen 2025-03-04This cluster consists of cross-platform real-time messaging applications that emphasize secure authentication and multi-device sync. Many include group chats, file attachments, and optional voice/video calling, with a few extending into fitness, coding, or cross-service bridging. The dated history before the index start is too thin to read a shape from—only 3 entries have timestamps, so the cluster predates reliable tracking or is largely undated. Traction leaders are RealtimeAlgoChatApp, my_app, and expo-fitness-chat-app, each at 0 stars, indicating early-stage activity with no standout momentum.
  44. General job portal marketplaces17 entriesfirst seen 2025-02-17This cluster consists of seven web-based job portals that let job seekers browse, search, and apply for positions while employers post and manage listings. Nearly all follow the same two-sided model, with one variant focused specifically on the Pakistan market. The dated history is too thin to read a shape from—only four dated entries exist before the index start, all months prior with no discernible trend. All three traction leaders (pakcareerhub, hirrd-job-portal, and Job-Portal-React-Supabase) have zero stars, so no member stands out with meaningful user engagement.
  45. Family location tracking apps17 entriesfirst seen 2025-02-12These four ideas describe family-focused real-time location-tracking apps for safety and coordination. Among dated entries before the index start, the count is mostly flat until a concentration of 11 entries in February–April 2025, with isolated earlier entries in 2022 and 2023 and one in January 2026. The traction leader list is led by App, followed by Tracker Locator GPS Find Phone and Find Location Family & Friends, all at 0 stars.
  46. Startup pitch deck tools17 entriesfirst seen 2025-02-11This cluster comprises web applications and internal tools that help founders create, refine, and present investor pitch decks, as well as related funding discovery and investor contact features. The dated history before the index shows a sparse and gradual trickle: one entry each in February, June, and September 2025, then two in March 2026. Traction leaders are project-echo, capital-pitch-hub, and pitchforge, each with zero stars, indicating minimal activity.
  47. Assistive communication tools17 entriesfirst seen 2025-02-01This cluster comprises tools that help people with communication and accessibility needs, including speech-to-text, symbol-based communication, and simplified interfaces for users with visual or cognitive impairments. The dated entries appear sporadically from February 2016 to July 2026, with several entries in 2025. The three highest-activity products (LIPVOICE, novi-dev, LibreAAC) each have zero stars, indicating early-stage traction.
  48. Health metrics dashboard apps17 entriesfirst seen 2025-01-24The cluster comprises web dashboards for tracking and visualizing health metrics, spanning personal wellness, clinical monitoring, and even project health status. The dated entry history is sparse, with only a few months showing entries, so the cluster's dated history is too thin to read a shape from; it predates the index or its members are undated. All traction leaders show zero stars, so no single product stands out as the clear leader.
  49. AI photo calorie counters17 entriesfirst seen 2025-01-17This cluster consists of calorie counter apps that use photo scanning, barcode/label input, and personalized recommendations to help users meet diet and fitness goals. The dated history spans from October 2019 to July 2026, with sparse early entries and a slight uptick in frequency from late 2023 onward, though the overall pattern is irregular. All three traction leaders — AVGusto: AI Calorie Counter, AI Calorie & Macro Tracker, and AI Calorie Counter: Meal Scan — show zero stars, indicating no clear traction advantage among them.
  50. Brand marketing strategy tools17 entriesfirst seen 2025-01-12This cluster comprises web applications that help businesses audit, diagnose, and improve their brand and marketing effectiveness through analysis, planning, and campaign design. The dated entries before the index start are sparse, appearing in six distinct months from January 2025 to February 2026 with counts of one or two, showing no consistent growth pattern. The most active members by traction signal are growing-brands, MMM, and stylish-story-booster, all with zero stars.

How to read this list

HOW TO READ THIS

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

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

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