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WHITESPACE · CLUSTER INDEX · 9,893 CLUSTERS

Clusters

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

  1. Brazilian tax ID lookup tools14 entriesfirst seen 2026-08-11The cluster consists of web tools for looking up and validating Brazilian tax identification numbers (CPF, CNPJ, IE), including verification, enrichment with supplementary web data, and generation of valid test samples for QA teams. The dated history is too thin to read a shape from — only one pre-index entry exists, and several members are undated. All three traction leaders (search-cnpjs, Identifications, and Brazilian CNPJ Consult Tool) show zero stars, so no member clearly leads on activity.
  2. Desktop app launchers14 entriesfirst seen 2026-08-11This cluster comprises nine application launchers, most built for macOS, that replace or augment system-level search and app launching with features like search, groups, pinning, and recent activity. Only two dated entries exist before the index start, so the cluster's dated history is too thin to read a shape from. Traction leadership is clear: QLaunch has the highest activity with 29 stars, while the other members show much lower engagement.
  3. Serverless proxy deployment tools14 entriesfirst seen 2026-08-11This cluster consists of deployable proxy servers and management panels that run on serverless platforms like Cloudflare Workers/Pages or Railway, supporting protocols such as VLESS, V2Ray, Shadowsocks, and WebSocket with TLS. The dated history is too thin to read a shape from—only one pre-index entry exists, so the cluster predates the index or its members are largely undated. Traction leadership is led by netra-shadow with 15 stars, followed by kui-workers-pro (2 stars) and xray-worker (0 stars).
  4. Self-hosted proxy gateways14 entriesfirst seen 2026-08-10This cluster consists of self-hosted proxy/VPN gateways that tunnel traffic over VLESS, WebSocket, and XHTTP, offering web dashboards, Telegram bots, and subscription-link management with traffic and speed limits. The dated history before the index start is too thin to read a shape from—only 0 entries were dated before that point. Traction leaders by activity signal are X4G (716 stars), telegram-web-proxy-manager (3 stars), and firstproject (1 star).
  5. Forex crypto trading alert bots14 entriesfirst seen 2026-08-10This cluster consists of Telegram bots that deliver real-time price alerts, technical analysis, and market insights for forex, crypto, and other commodities, with some also incorporating sentiment, news, or whale-activity data. The dated history is too thin to read a shape from — it predates the index or its members are undated. Traction leaders, based on activity signal, are Trading-telegram-bot, Telebot-claude, and trafficp2p, each with 0 stars.
  6. Telegram affiliate program bots14 entriesfirst seen 2026-08-10This cluster comprises Telegram bots that manage affiliate and partner programs by distributing niche-specific promotional content (e.g., sports, auto, culinary, fitness, travel, trading, TikTok) and tracking referrals for partners. The dated history is too thin to read a shape from, with only one dated entry before the index start, indicating the cluster predates the index or consists of undated members. Traction leaders are partner_bot_10, partner_bot_9, and partner_bot_8, each with zero stars, suggesting early-stage activity.
  7. AI strength training logs14 entriesfirst seen 2026-08-05This cluster consists of strength-training and workout log apps that add AI coaching, including analysis of training history, session-adjustment recommendations, exercise libraries, and recovery-based daily suggestions. With only 4 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, and one member has no source date. The listed traction leaders are strength-tracker, onemore, and Gainwerk: Gym & Workout Log.
  8. Android APK distribution and modification14 entriesfirst seen 2026-08-01This cluster comprises tools for Android app distribution and modification outside official app stores, including direct APK hosting, APK editing and repackaging, website-to-APK conversion, and community ROM archives. Dated entries appear from April 2019 through June 2026, with a total of six pre-index entries: one in April 2019, two in June 2020, and one each in February 2024, November 2025, and June 2026, showing a low and relatively steady cadence. The clear traction leader is demo2apk with 627 stars, far surpassing CustomRom.World (2 stars) and ApkCloud- (1 star).
  9. News bias analysis tools14 entriesfirst seen 2026-08-01This cluster comprises web apps, browser extensions, and AI platforms that detect and quantify bias, political framing, propaganda, and reliability in news articles and written content. The cluster's dated history is too thin to read a shape from—only three dated entries exist before the index start, and one member is undated. Traction leaders by activity signal are AI-News-Analyser-Skew_News, Ground News, and jsm-ai, each with zero stars.
  10. Self-hosted WhatsApp AI assistants14 entriesfirst seen 2026-07-31This cluster consists of self-hosted AI assistants that manage WhatsApp customer conversations using business-specific knowledge and human review. The dated entry history shows five entries spread from November 2025 to July 2026, with two appearing in July 2026. Among dated members, 'sara' leads on traction with 8 stars, while others have 0 stars.
  11. Radial pie-menu launchers14 entriesfirst seen 2026-07-29Cluster of radial, wheel-style launchers for quickly opening apps, folders, or shortcuts, typically via a hotkey or cursor-centric menu. The pre-index dated history is too thin to discern a trend--only one dated entry exists, so no shape can be read. Among members with activity signals, MiaoQiWheel leads with 4 stars, MacKards has 3 stars, and launchpadx has 1 star.
  12. African e-commerce marketplaces14 entriesfirst seen 2026-07-27This cluster consists of online marketplaces that connect African sellers with buyers, covering general products and services as well as a fashion-specific niche. The dated history is too thin to read a shape from—only 4 dated entries exist before the index start, so the cluster predates the index or its members are largely undated. Among activity signals, FaBRIQUEstore leads with 1 star, while afromart and website show 0 stars.
  13. Women's fashion e-commerce sites14 entriesfirst seen 2026-07-26This cluster consists of e-commerce websites selling women's fashion clothing and accessories, featuring standard shopping functions such as product catalogs, carts, checkouts, wishlists, and user authentication. The dated history before the index start is too thin to discern a timeline shape, with only three entries. Traction leaders among these products, based on activity signal, are Yeiapparel, rj-fashion-collection, and Madee-, all showing zero stars.
  14. Resume ATS scoring apps14 entriesfirst seen 2026-07-25These web apps analyze resumes against job descriptions to produce an ATS score and list matched or missing skills/keywords. 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. On traction, AI_resume leads with 2 stars, followed by AchiVAI-AI-Saas_RESUME-ENHANCER with 1 star, and Gen-AI-Resume-Analyzer with 0 stars.
  15. Vision board goal trackers14 entriesfirst seen 2026-07-24This cluster comprises apps that help users visualize personal dreams and goals, often with vision boards, roadmaps, or life-vision wheels, and track progress toward them. The dated history before the index start is too thin to read a shape from — only three dated entries exist, which is insufficient to infer a trend. Among members, pathrate, DreamScape, and Vision Board Perfectly Happy lead on traction signal, each with zero stars.
  16. Urban climate planning tools14 entriesfirst seen 2026-07-22This cluster consists of interactive dashboards and decision-support platforms that visualize urban heat, climate risks, and cooling interventions for city planners. The dated history is too thin to read a shape from—only two dated entries predate the index, insufficient to discern a trend. UCIP leads traction with 11 stars, while other members have no significant activity signal.
  17. Multi-tenant vehicle rental management platforms14 entriesfirst seen 2026-07-16This cluster consists of multi-tenant platforms for managing vehicle rentals and fleets, offering booking workflows, admin consoles, payments, and tracking across sectors like car rentals, dealerships, buses, and limousines. The dated entry history before index start shows an initial batch of 3 in March 2026, then a drop to1 per month for April-June, with a slight rebound to2 in July, though the sample is small. Among dated members, Auto leads traction with2 activity stars.
  18. Recipe organizer and meal planning apps14 entriesfirst seen 2026-07-10This cluster consists of recipe organizer apps that import recipes from websites, videos, photos, and PDFs, organize them into collections or cookbooks, plan meals, and generate grocery lists. The dated history shows isolated entries in 2013 and 2015, then multiple entries in March and July 2026, though the total pre-index sample is small. All traction leaders — Cremini, Kept, and CookFlic — have zero stars, so no clear market leader has emerged.
  19. Open-source AI workflow automation14 entriesfirst seen 2026-07-09This cluster comprises open-source, no-code platforms for visually building AI-powered workflow automations that connect apps and agents. Dated entries are sparse early on (one in 2013-07, one in 2017-04) then denser from 2025-03 through 2026-07 (five entries). Traction is currently led by web3-rpc-proxy-pro-pyka (4 stars), with moli-os (2 stars) and activepieces (0 stars) trailing.
  20. Warehouse management systems14 entriesfirst seen 2026-06-20The cluster consists of warehouse management systems focused on tracking inventory and managing fulfillment or warehouse operations. The dated history before the index start includes only four entries, so the timeline is too thin to read a shape from; two members have no source date. Among the traction leaders by activity signal are Rackbeat, SNPDEPOT, and BIGBwarehouse, each with 0 stars.
  21. Student assignment trackers14 entriesfirst seen 2026-06-11This cluster consists of web apps and an app that help students track assignments and deadlines across multiple courses, providing a central place to manage coursework. The cluster's dated history is too thin to read a shape from, only four dated entries exist before the index start, so it predates the index or its members are undated. On traction, 'deadline' leads with 1 star, while 'studentassignmenttracker' and 'tapmi-zenith' have 0 stars.
  22. Slack utility & fun bots14 entriesfirst seen 2026-06-06This cluster comprises Slack bots that deliver fun and utility commands via slash commands, including jokes, cat facts, trivia, weather, word games, and random utilities. Several bots also integrate with external APIs for NASA imagery or Claude Code. The dated history shows a single entry in October 2025, then a small group of entries in June and July 2026, so the shape is too thin to read as a trend. Traction is minimal; all leading members show zero stars.
  23. Agricultural company websites14 entriesfirst seen 2026-05-29This cluster comprises corporate websites for agricultural businesses—seed companies, cattle farms, machinery dealers, and chemical suppliers—that present their products, services, and operations to prospective buyers. The cluster's dated history is too thin to read a shape from: only 3 dated entries exist before the index start, and 7 members have no source date. Traction leaders are kwa-nyuki, Premium-Agricultural-WordPress-Website-, and rohi-cattle-farm, each with zero stars on the activity signal.
  24. Syntax-highlighting text editors14 entriesfirst seen 2026-05-23This cluster consists of desktop and mobile text editors focused on syntax highlighting, multi-cursor editing, and plugin support. The dated entries span from 2018 to 2026 with a sparse, roughly annual cadence, including two entries in 2024. Traction is minimal, with all three leaders (Jollpi, Xed-Editor, SciTE) showing zero stars.
  25. Student housing platforms14 entriesfirst seen 2026-05-18This cluster consists of web platforms that help university students find, compare, and manage rental housing near campus, connecting students with landlords and property owners. The dated entry history before the index start shows sporadic single entries from July 2025 to July 2026, with no clear pattern. All traction leaders (city-center-rentals, uniroost, My-housing-) have zero stars, indicating no standout product yet.
  26. AI marketing asset generators14 entriesfirst seen 2026-05-14The cluster comprises AI-powered web apps and services that automate marketing asset creation, including ad copy, logos, brand kits, sales funnels, and product visuals. The dated entry history is too thin to read a shape from — only 2 dated entries exist before the index start, and 4 members have no source date. Traction leaders are adandlogomakergpt (1 star) and ai-advertisement-generator- and flyeriq-promotional-intelligence-platform (0 stars each).
  27. Local services and rental marketplace14 entriesfirst seen 2026-05-10This cluster consists of community marketplaces that connect neighbors for item rentals and local services, featuring requests, payments, reviews, messaging, and favorites. Only 4 dated entries exist before the index start, too few to discern a timeline shape. Traction is led by wanteer-p2p with 11 stars, while konektado and hyperlocal-community-portal each have 1 star.
  28. Mobile security and privacy apps14 entriesfirst seen 2026-05-08This cluster comprises mobile security apps that check device settings, block ads and malicious websites, filter spam texts, and monitor identity/data breaches. Entry dates are sparse from 2014 through early 2025, then concentrate in April–July 2026 (7 of 11 dated entries). Traction leaders are Antivirus Protection: Onyx, ainotif, and Mobile Security: ProtectOn, all with 0 stars.
  29. Burger restaurant ordering platforms14 entriesfirst seen 2026-05-06This cluster consists of web-based ordering and management platforms for burger restaurants, covering customer ordering, admin dashboards, and sales tracking. The dated history is too thin to read a shape from—only two dated entries exist before the index start, so it predates the index or its members are undated. Traction leaders are specialty-burger-dashboard, Burguer-Faminto, and Burguer-Faminto.1, each with 0 stars, indicating uniformly low activity.
  30. Book club management platforms14 entriesfirst seen 2026-04-30This cluster consists of web applications that help book clubs organize meetings, track reading progress, manage members, and facilitate discussions, often including features like scheduling, RSVPs, and resource libraries. The dated history before the index start is too thin to read a shape from—only 3 dated entries exist, with 4 members lacking source dates entirely. The traction leaders, b00k-club, ChapterPals, and kitap-dostum, each show 0 stars, indicating no activity signal distinguishes them.
  31. Emergency dispatch and hospital coordination platforms14 entriesfirst seen 2026-04-30This cluster comprises three products coordinating emergency response across patients, dispatchers, drivers, hospitals, and ambulances, covering dispatch, queue management, bed tracking, triage, fleet tracking, pre-notification, messaging, and patient records. 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. RescueLink EMS, The-Golden-Hour-Grid, and curanet lead on traction activity.
  32. AI professional copilots14 entriesfirst seen 2026-04-23This cluster comprises AI copilots that assist professionals across diverse tasks including job searching, interviewing, sales prospecting, customer communication, and system architecture design. The dated history shows a sparse entry pattern with one member each in June 2025, March, April, June, and July 2026, indicating an uneven, low-frequency release schedule. Prisma-ai leads traction with 405 stars, far ahead of Smart-Architecture-Copilot at 1 star and AI-Assistant at 0 stars.
  33. Offline encrypted note-taking apps14 entriesfirst seen 2026-04-23This cluster consists of offline note-taking applications that emphasize on-device encryption, password protection, and organizational features such as folders, tags, and visual mind-map canvases. The dated history shows a sparse, intermittent pattern with single entries in 2017, 2024, 2025, and early 2026, offering no sustained trend. Traction leaders are CipherNotes, CypherLeaf, and NotePad, all tied at zero stars.
  34. Local AI voice assistants14 entriesfirst seen 2026-04-15This cluster is local AI voice assistants for desktop operating systems: they transcribe speech offline, generate answers with a local language model, and speak responses aloud to protect privacy. The dated entry history is too thin to read a shape from — only two pre-index dates exist, so the cluster either predates the index or its members are mostly undated. On traction, jkinco-listen-open leads with 102 stars, while bxzex-ai and openclaw-vocal-assistants trail at 2 stars each.
  35. Billiard venue management systems14 entriesfirst seen 2026-04-07This cluster comprises web-based and offline-capable management systems for billiard and snooker venues, handling reservations, billing, payments, and queue management, with occasional coverage of tattoo studios and pool facilities. The dated history is too thin to read a shape from—only 3 dated entries exist before the index start, so the cluster predates the index or its members are undated. Traction leaders are Snooker-Management-System, zonex, and strikepool, each with 0 stars, indicating minimal activity.
  36. Offline desktop PDF editors14 entriesfirst seen 2026-04-06This cluster consists of offline, desktop-oriented PDF tools that emphasize local editing, OCR, merging, splitting, and privacy, with several positioning as subscription-free and open-source. Dated entries show a single product in 2017-05, then a long hiatus until a cluster of five entries across 2026-02 through 2026-07, indicating a recent flurry of activity rather than a steady pattern. Traction leaders are VunLerDoc with 2 stars, followed by pdf-translator and nova-pdf-studio with 1 star each.
  37. Industrial compliance certification trackers14 entriesfirst seen 2026-04-04This cluster comprises niche compliance and certification platforms for industrial equipment and facilities—covering furnaces, elevators, mining operations, radiological sites, and chimney systems—by automating inspections, regulatory reporting, and certificate lifecycles. The dated history shows one entry in March, five in April, then two each in May and June, with one member lacking a source date. Traction leaders are sweep-cert, halflife-os, and sintersync, each currently at 0 stars.
  38. Temple and ritual booking platforms14 entriesfirst seen 2026-04-04This cluster covers platforms for booking devotional services (poojas, darshan, havan) and managing temple operations such as priest schedules, donations, and visitor flows, often with admin dashboards and devotees-facing interfaces. The dated history is too thin to read a shape from – only 4 dated entries predate the index, so the cluster likely predates the index or its members are undated. The traction leaders by activity signal are sanathanam, Temple-darshan, and Vdonationas, each with 0 stars.
  39. Contractor project management apps14 entriesfirst seen 2026-04-01This cluster consists of web apps aimed at contractors, covering project management, client handling, and job scheduling. Entries appear sporadically from February 2021 to April 2026, with no consistent pattern. The traction leaders—tenure-track-dashboard, ache-obra-site, and C2CDirect—each have zero stars, suggesting minimal user adoption.
  40. Interactive geography learning apps14 entriesfirst seen 2026-03-31This cluster comprises web and desktop applications that teach geography through interactive maps, quizzes, flashcards, and scoring. The cluster's dated history is too thin to read a shape from—only 4 dated entries exist before the index start. The highest activity signals belong to Geography2, Mundi, and konturnaya-karta, all at zero stars, indicating no notable traction.
  41. AI dental practice tools14 entriesfirst seen 2026-03-30This cluster comprises AI-driven applications for dental clinics, spanning appointment scheduling, patient communication through chatbots and voice assistants, practice management, and smile previews. The dated history before the index start is too thin to read a shape from, as only four dated entries exist. Traction leaders are dental-hack (4 stars), Dental-Point (1 star), and odontologiaMG (0 stars).
  42. Social VR avatar utilities14 entriesfirst seen 2026-03-19This cluster consists of desktop utilities, web interfaces, and bridge applications that let users remotely control, resize, or manage avatars within social virtual reality platforms. Dated entries before the index start are sporadic, with one each in January 2025 and March 2026, one in May 2026, and two in June 2026. BigScreen-NOVR leads on traction with 3 stars, while other dated members have no stars.
  43. Self-hosted AI support platforms14 entriesfirst seen 2026-03-18This cluster comprises self-hosted customer support and helpdesk platforms that use retrieval-augmented AI to answer queries from company knowledge bases, with features like human escalation, analytics dashboards, and multi-brand or multi-tenant support. Its dated entry history before the index is too thin (only 4 dated entries) to read a shape from, indicating the cluster predates the index or has mostly undated members. The clear traction leader is 'ai-support-platform' with 18 stars, followed by 'telescore-ai' with 1 star and 'knowledge-base' with none.
  44. Hardware store management software14 entriesfirst seen 2026-03-08This cluster consists of web applications for managing hardware store operations, including inventory, sales, orders, suppliers, billing, and reporting. The dated history before the index start is too thin to read a shape from, with only a single dated entry. Among the traction leaders, all three have zero stars, indicating no clear traction leader at this point.
  45. Education management portals14 entriesfirst seen 2026-02-23This cluster comprises web portals for educational institutions, covering courses, attendance, enrollments, grades, fees, and leaves, with role-based interfaces for students, faculty, and admins. The cluster's dated history prior to the index start is too thin to discern a trend (only one dated entry). Traction is essentially flat, with the leading products (React-full, uit-university-portal, student-managment-portal) all showing zero stars.
  46. University administrative workflow portals14 entriesfirst seen 2026-02-21This cluster comprises web applications for university administrative processes—finance management, inventory control, and research grant administration—each built around role-based approval workflows. The cluster's dated history is too thin to read a shape from, as only 3 pre-index entries exist. On traction, sta-bx leads in activity signal, followed by Student-Result-Management and UGTM.
  47. AI meeting transcription and action item tools14 entriesfirst seen 2026-02-18This cluster consists of web applications that transcribe meetings, generate summaries, and extract actionable tasks and follow-ups. The dated history shows a sparse, gradual entry pattern from August 2025 to June 2026, with the most entries (two) appearing in February 2026. Traction is led by ai-meeting-saas with 2 stars, while other members have 0 stars.
  48. Aisle-organized grocery list apps14 entriesfirst seen 2026-02-17This cluster consists of grocery shopping apps that organize lists by aisle, import recipes, scan receipts to track prices and spending, and support shared household lists. The dated entry history before the index start is thin, with isolated entries in 2015, 2023, and 2025, followed by six entries between February and July 2026, suggesting a recent increase in creation activity. All three traction leaders—Zupply, BAGL, and LastList—have zero stars on their activity signal, indicating minimal traction.
  49. Local peer-to-peer sharing platforms14 entriesfirst seen 2026-02-16The cluster consists of platforms enabling local peer-to-peer sharing, lending, and renting of items, tools, and services, often with features like escrowed deposits and payment handling. The dated entry timeline is sporadic, with one or two entries appearing in five separate months between April 2025 and June 2026, showing irregular but ongoing activity. Among products with traction signals, ShareLoop leads with 2 activity stars, while the others have none.
  50. AI video creation SaaS14 entriesfirst seen 2026-01-31This cluster comprises SaaS platforms that use artificial intelligence to generate, edit, and distribute video content, including video cloning, auto-clipping, scene sequencing, and social publishing. The cluster's dated history is too thin to read a shape from; only three dated entries exist before the index start, so it either predates the index or most members are undated. Traction leaders are shipinfuke, seadancevideo, and ai-video-saas, each 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.