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WHITESPACE · CLUSTER INDEX · 10,297 CLUSTERS

Clusters

Every group of products the index has found building the same thing. Biggest collisions first, or newest first — all 10,297 of them, 50 to a page.

  1. Cold chain pharma compliance monitoring6 entriesfirst seen 2026-04-18This cluster comprises SaaS platforms that track temperature and compliance data for cold-chain pharmaceutical shipments, generating audit-ready reports, real-time alerts, and analytics for both warehouse and transport operations. The dated history before the index start is too thin to read a shape from (only 4 entries), so no timeline pattern can be inferred. CryoTrace is listed as the top traction leader, although all listed products show zero activity stars.
  2. Desktop scientific unit calculators6 entriesfirst seen 2026-04-18The cluster consists of desktop calculator apps aimed at scientific and engineering work, with a strong emphasis on unit-aware expressions, conversions, and scriptability (variables, user-defined functions). The dated history is too thin to read a shape from: only 4 dated entries exist before the index start, so the cluster either predates the index or most members are undated. Traction is led by lite_calculator with 1 star, while the other two members have 0 stars.
  3. Missing child reunification platforms6 entriesfirst seen 2026-04-12This cluster consists of platforms focused on locating missing children through parent registration, volunteer or police reporting of found children, face-matching alerts, and community search coordination. The cluster's dated history is too thin to read a shape from—only 2 dated entries exist before the index start, so it predates the index or its members are undated. Traction leaders are BalSetu, Child-Missing-Alert-Face-Recognition-System, and Missing-child, each showing 0 stars, indicating minimal visible traction.
  4. Phone-based Bluetooth input apps6 entriesfirst seen 2026-04-09This cluster consists of Android apps that repurpose a phone as a Bluetooth input device (keyboard, trackpad, mouse, or controller) for controlling other devices. The cluster's dated history is too thin to read a shape from — it predates the index or its members are undated. Among traction leaders, HelmPad leads with 3 stars, while Bluke and Bluetooth Remote each have 0 stars.
  5. AI agent observability tools6 entriesfirst seen 2026-04-06This cluster consists of local observability tools for AI coding agents and AI agents, focusing on visualizing sessions, monitoring token usage, costs, latency, quality, and evals. The dated history is too thin to read a shape from, as only one pre-index entry exists. Traction leaders by activity signal are AutotestHub (20 stars), agent-console (4 stars), and silkscope (1 star).
  6. Lovable project ZIP downloaders6 entriesfirst seen 2026-04-05This cluster comprises six tools that let users download or back up Lovable project source code as ZIP archives, mostly via browser extensions or userscripts. The cluster's dated history is too thin to read a shape from, as only 3 dated entries exist before the index start, so it predates the index or its members are undated. On traction, backup-gecko leads with 5 stars, followed by downlove with 2 and lovable-downloader with 0.
  7. Pollen and allergy software6 entriesfirst seen 2026-04-04This cluster comprises software products centered on pollen and allergy, including pollen level trackers, an AI rhinitis symptom platform, an urticaria symptom tracker, a pollen forecasting service, a game automation helper for Bee Swarm Simulator, and a humor excuse generator. The cluster's dated history is too thin to read a shape from, as only two entries predate the index and two members have no source date. The traction leader is Bee-Swarm-Simulator-Quest-Field-Helper with 25 stars, while urticaria-tracking and pollen-cast show zero stars.
  8. AI university grading platforms6 entriesfirst seen 2026-04-01This cluster comprises AI-powered platforms that automate university assignment grading, including rubric-based assessment, academic integrity analysis, and moderation workflows. The dated entry record (only two pre-index dates) is too thin to discern a trend shape, suggesting the cluster predates the index or most members are undated. Among traction signals, edu-intel-spark leads with 4 stars, while other members show zero stars.
  9. Photo postcard creation apps6 entriesfirst seen 2026-03-26This cluster covers mobile and web applications that let users turn photos into personalized postcards—either printed and mailed physically or shared digitally with interactive elements like voice notes and stickers. The dated history is too thin to read a shape from, with only a single entry before the index start, so the cluster appears to predate the index or have undated members. Traction signals are flat, with all three members (unicornexpress, post-scriptum, snap-send) showing zero stars.
  10. SaaS audit and conversion tools6 entriesfirst seen 2026-03-19This cluster comprises tools that audit or evaluate SaaS products—covering data portability, landing pages, pricing pages, and conversion metrics—often returning scores or checklists. Dated entries before the index show 1 in March 2026, 4 in May, and 1 in July, peaking in May. Traction leaders are prizm, exitcanary, and trial-to-paid-conversion-sample-size-calculator, each with 0 stars.
  11. Proxy-unblocked browser game libraries6 entriesfirst seen 2026-03-17This cluster consists of web apps offering libraries of browser games that use proxy-based unblocking and tab-cloaking to hide gameplay from network monitoring. The dated history before the index start is too thin to read a shape from, with only 0 dated entries, indicating the cluster predates the index or its members are undated. Traction leaders are frosted-poop, Beststudysever, and Studyhub, all with 0 stars, suggesting minimal active traction.
  12. AI email campaign managers6 entriesfirst seen 2026-03-11This cluster consists of web apps that generate and manage AI-powered email campaigns, including features like client management and personalized sending. The dated history is too thin to read a shape from—only three dated entries exist before the index start, so the cluster's trajectory is unclear. Among traction leaders, voxa-marketing-cms, outreachHub, and work-smart-suite show the highest activity signal, each with 0 stars.
  13. Alternative social network frontends6 entriesfirst seen 2026-03-05This cluster consists of web applications offering alternative social networking experiences, including a proxy frontend for Bluesky, retro-style profile-based networks, and unified platforms that combine multiple social features. The cluster's dated history is too thin to read a shape from, as only one dated entry exists before the index start and four members have no source date. Among the traction leaders, retrobook shows the highest activity signal with 1 star, while Skylib and Octopii Social have 0 stars.
  14. Couples period trackers6 entriesfirst seen 2026-03-04This cluster consists of period tracking apps that share a partner's cycle data to improve relationship awareness, targeting couples or men specifically. The dated history before the index start shows sparse entries: one in Dec 2025, one in Mar 2026, two in Jun 2026, and one in Jul 2026, a total of five—too thin to discern a meaningful shape. Traction is uniformly absent, as the three identified products—Her Signal, NerdCycle, and Period Tracker - MoodSwings—each hold 0 stars, so no clear leader exists.
  15. Distraction-free web browsers6 entriesfirst seen 2026-03-01This cluster consists of web browsers designed for focused, distraction-free browsing, featuring minimalist interfaces, workspace organization, tab-free or simplified page views, and private sessions. The dated history, with five entries before the index start, shows a single entry in May 2020 and a concentration of four entries from February to June 2026, indicating a recent cluster of activity. Among members with traction signals, kestrel-browser leads with 2 stars, while wavebreak and neo-apps have no stars.
  16. Student campus gig marketplaces6 entriesfirst seen 2026-02-22This cluster consists of campus-focused marketplace apps where students post and claim short tasks, gigs, or errands for payment, rewards, or skill swaps. The dated entries before the index start show an initial concentration in February 2026 (4 entries) and one additional entry in July 2026, so the timeline has an early cluster and a later single addition. Traction leaders according to activity signal are SkillBridge, CampusGo, and Campus-gig-app.
  17. GitHub 3D city visualizations6 entriesfirst seen 2026-02-20This cluster comprises web apps that transform GitHub repositories, profiles, or developer activity into explorable 3D cityscapes, where code elements are represented as buildings and roads. The dated history is too thin to read a shape from—only two dated entries exist before the index start, so the cluster predates the index or its members are undated. Traction is led by git-city with 5,767 stars, far ahead of others.
  18. AI chat export and formatting tools6 entriesfirst seen 2026-02-20This cluster consists of browser extensions, desktop utilities, and web apps that export, format, and archive AI chat conversations (ChatGPT, Gemini, Discord, iPhone) into formats like Markdown, PDF, JSON, and HTML, often with offline viewing or local processing. The cluster's dated history is too thin to read a shape from — it predates the index or its members are undated. Traction leaders are prompt-formatting-tool (88 stars), dialogue-export (11 stars), and universal-ai-chat-exporter (8 stars).
  19. Butcher shop storefronts6 entriesfirst seen 2026-02-19This cluster consists of web storefronts or landing pages for butcher shops and meat stores, offering product details, prices, and contact information. The dated history before the index start is too thin (only 3 dated entries) to discern a pattern, so it predates the index or its members are undated. The traction leaders are bekulezat, meat-store, and BOUCHERIE, all currently showing zero stars.
  20. Email receipt subscription trackers6 entriesfirst seen 2026-02-17This cluster consists of web apps that scan email receipts to detect and track recurring subscriptions, with some offering renewal forecasting or alerts for freelancers and small agencies. The dated history before the index start is too thin (only 3 entries) to discern a timeline shape, so the cluster predates the index or its members are undated. Traction leaders are mvp-subsleuth variants, all currently at 0 stars, indicating minimal activity.
  21. Subscription box management platforms6 entriesfirst seen 2026-02-16This cluster centers on SaaS and web applications for subscription box operations, covering inventory, subscriber preferences, shipping costs, and kit building with cost and margin tracking. One product also tracks pallets, items, sales, and expenses with subscription billing. The dated history before the index start consists of one entry in May 2025 and five entries in February 2026, showing a gap between those months. The only product with notable traction is 'cratejoy-local-finds' with 6 stars, while others have zero stars.
  22. Branded QR code generators6 entriesfirst seen 2026-02-12This cluster consists of browser-based tools for generating custom-branded QR codes with colors, logos, and instant download or clipboard copy, with variations including batch spreadsheet processing, dynamic short links, and scan analytics. Only two dated entries exist before the index start, so the dated history is too thin to read a shape from—it predates the index or its members are undated. QR-banaeye leads on traction with 3 stars, followed by qrcraft with 1 star and pixelqr with 0.
  23. Fashion brand intelligence platforms6 entriesfirst seen 2026-02-11This cluster comprises SaaS and dashboard tools that turn fashion retail data—competitor pricing, reviews, performance metrics, and market insights—into decision support for apparel brands, spanning pricing, product mix, and scaling strategies. The dated history is too thin to read a shape from: only one dated entry exists before the index start, so the cluster predates the index or its members are undated. Traction leaders by activity signal are myntra-trend-pulse, flow-fashion-dashboard, and pricepilot, each showing 0 stars.
  24. Desktop photo image viewers6 entriesfirst seen 2026-02-11This cluster is made up of native/desktop image viewers focused on browsing local photos, zooming, and thumbnail navigation within folders. Its 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, superslide-rs and mac-image-viewer lead with 1 star each, while Pineapple Pictures has 0 stars.
  25. NIS2 compliance tools6 entriesfirst seen 2026-02-06This cluster consists of web applications that help organizations assess, track, and manage obligations under the EU NIS2 cybersecurity directive, including eligibility checks and gap reporting. The dated history is too thin to read a shape from—only one dated entry exists before the index start, and five members have no source date. Traction leaders based on activity signal are portaldiretivanis2, web:nis-compliance-tool.replit.app, and EU Cyber Resilience Act Readiness Scorecard, each showing 0 stars on that signal.
  26. Screen-synced ambient lighting6 entriesfirst seen 2026-02-03Tools that sync on-screen colors to external lights for an ambient effect, spanning open-source displays, Hue Entertainment sync, LED backlight control, and media plugin integrations. The dated history is too thin to infer a timeline shape (only 3 dated entries before index start), so no trend can be assessed. Jellyfin-ambilight leads traction with 31 stars, while the other two show none.
  27. Terminal command reference tools6 entriesfirst seen 2026-02-01This cluster centers on terminal utilities and web apps that help users save, search, and recall shell commands and reference cheat sheets. Only three dated entries exist before the index start, so the cluster's dated history is too thin to read a shape from — it predates the index or its members are undated. Traction leaders are commandbook, lcl-bin, and gloss-bin, each with 0 stars.
  28. Fragrance e-commerce storefronts6 entriesfirst seen 2026-01-25This cluster comprises online storefronts for perfume and fragrance businesses that showcase and sell scented products. The cluster's dated history is too thin to read a shape from, with only one dated entry before the index start, and it predates the index or its members are undated. Leading on traction are ecom-storefront, Royale-aaroma, and essence-expression-engine, each with zero stars as an activity signal.
  29. Storyboard and animatic creation tools6 entriesfirst seen 2026-01-24This cluster consists of web apps for assembling storyboards and animatics to plan video, film, and animation projects. The cluster's dated history is too thin to read a shape from—only a single entry exists before the index start, and some members are undated. Opus-video-generator leads on traction with 1 star, while the other two members have 0 stars.
  30. Offline meal planning apps6 entriesfirst seen 2026-01-23This cluster comprises offline meal planning apps that schedule meals across weeks, store recipes, and auto-generate grocery or shopping lists, with one adding aisle-sorted lists and hands-free cooking mode. Dated entries appear in four distinct months from April 2025 to June 2026, totaling five entries, including two in April 2026, indicating a slow, steady distribution. On traction, Meal Planner: Weekly Menu leads the activity signal, though all listed leaders—Simple Meal Planner & Cookbook and Larder: Meal Planner—show 0 stars.
  31. Official publication alert services6 entriesfirst seen 2026-01-20This cluster consists of services that monitor official or public sources—such as government gazettes, procurement notices, software release announcements, and e-commerce orders—and send alerts via WhatsApp, email, or webhooks. The cluster's dated history is too thin to read a shape from, as only two dated entries exist before the index start. LicitaHawk leads on traction, followed by scanner-diario-oficial-governo.
  32. High-res Tidal/Qobuz clients6 entriesfirst seen 2026-01-19This cluster comprises unofficial desktop applications for streaming or downloading high-resolution music from Tidal and Qobuz, with a strong focus on Linux compatibility, audio fidelity, and efficient resource use. Only three dated entries exist from before the index start, so the cluster's dated history is too thin to read a shape from. Traction is led by Qrip with 101 stars, while tiddl and High Tide show no stars.
  33. Trip itinerary planning apps6 entriesfirst seen 2026-01-18This cluster consists of web apps that help users plan, organize, and manage itineraries for upcoming trips. The cluster's dated history is too thin to read a shape from, with only three dated entries predating the index. The traction leaders, in order, are long-weekends, best-travel-plan, and roamly-travel, each with 0 stars.
  34. Luxury e-commerce storefronts6 entriesfirst seen 2026-01-17This cluster comprises luxury and premium e-commerce storefronts for skincare, beauty, intimate wellness, and apparel, each with standard features like cart, search, and wishlist. The dated history is too thin to read a shape from – only 3 entries predate the index, so the cluster's growth pattern cannot be assessed. On traction, lovable leads with 1 star, while arkayne and noxrosa-web show 0 stars.
  35. Bakery e-commerce platforms6 entriesfirst seen 2026-01-13These products are e-commerce platforms tailored for bakeries and catering businesses, combining a customer storefront with an admin dashboard for order, product, and analytics management. The cluster's dated entry history is too thin to read a shape from: only one dated entry exists before the index start. All three members show minimal traction, each with zero stars.
  36. Self-hosted Android location tracking6 entriesfirst seen 2026-01-05This cluster comprises self-hosted Android apps for private real-time GPS location sharing, with features like remote ring/lock and browser-based map viewing. The dated history is too thin to discern a trend, as only two pre-index entries exist. Traction leaders, based on activity signal, are ibasho, ovayuvam, and phone-tracker, each with zero stars.
  37. Tabletop game companion apps6 entriesfirst seen 2026-01-05This cluster consists of companion apps for tabletop and board game sessions, covering timers, scoring, dice rolls, randomizers, setup guidance, event scheduling, and community features such as sticker exchange and giveaways. Seven dated entries appear between November 2015 and February 2026, one per listed month, with gaps ranging from about one month to more than two years, so no regular release rhythm is visible. On traction, BoardGameHelper leads with 4 stars, while Boardgame Pal and StickerHub - Sticker Exchange each show 0 stars.
  38. AI coding assistant usage widgets6 entriesfirst seen 2026-01-04This cluster comprises desktop widgets that monitor usage limits, token statistics, and status for AI coding assistants like Claude Code and Codex. The cluster's dated history is too thin to read a shape from -- it predates the index or its members are undated. Among the members, heltec-ai-usage-dashboard leads on traction with 3 stars.
  39. Metal fabrication management platforms6 entriesfirst seen 2025-12-30This cluster consists of web-based ERP and management systems for metal fabrication shops, steel traders, and metalworking workshops, covering inventory, invoicing, quotes, clients, and catalogs. The dated history before the index start includes only three entries, too thin to read a shape from; the cluster likely predates the index or its members are undated. On traction, weldix leads with 1 star, followed by metal-store (1 star) and kovka-laravel (0 stars).
  40. Business accounting & bookkeeping platforms6 entriesfirst seen 2025-12-28This cluster consists of business accounting applications that cover double-entry bookkeeping, invoicing, payroll, and related financial tasks, with some offerings self-hosted and others cloud-based. The dated history is too thin to read a shape from—only three entries exist before the index start—so the cluster appears to predate the index or its members are undated. In terms of traction, dubbl leads with 28 stars, followed by open-accounting (15) and SaldoVibe (2).
  41. AI kitchen renovation planners6 entriesfirst seen 2025-12-21This cluster comprises AI-driven tools for planning home renovations, predominantly focused on kitchens, offering layout design, cost estimation, and some contractor matching. The cluster's dated history is too thin to read a shape from — it predates the index or its members are undated. Among the traction leaders, ai-kitchen-renovation-platform stands out with 16 stars, while HomeTool has 2 stars and Verbouwing2 has 0.
  42. AI character chat apps6 entriesfirst seen 2025-12-16This cluster comprises AI character chat apps offering roleplay, storytelling, and casual conversation with diverse or customizable personas. The dated entries before the index start are sparse, with a few in 2024 and 2025, then several in early 2026, including three in June 2026. Traction leaders are mochii - Emochi alternative, Fizzz: AI Chat & Stories, and Chattee AI Companion, all with a low activity signal of 0 stars; one member lacks a source date.
  43. Student discount verification bots6 entriesfirst seen 2025-12-15This cluster consists of chat bots that automate identity verification to obtain student and teacher discounts on subscription platforms, with some also targeting military discounts. The dated entries are concentrated in late 2025 and early 2026, with the most entries appearing in January 2026, though the total is small. The leading product by traction is SheerID-Verification-Tool-mix-tgbot-verify with 15 stars, followed by telegram-bot-sheerid with 4 stars and sid-pro-tg-bot with 1 star.
  44. Sales training web apps6 entriesfirst seen 2025-12-09This cluster consists of web apps for sales training, offering structured exercises, courses, and progress tracking, with paid courses including enrollment and access management. The cluster's dated history is too thin to read a shape from, as only one entry predates the index and others are undated. All three members (hottieacademy, Zentrix_Academy, and sales-acumen-V2) have zero stars, so no member leads on traction.
  45. Legal contract management software6 entriesfirst seen 2025-11-25This cluster comprises platforms that automate the creation and management of legal documents and contracts, including litigation case tracking. The dated history before the index start includes only two entries, so the cluster's dated history is too thin to read a shape from. Among products with activity signals, Prism leads with 324 stars, followed by shuanglv-legal-skills with 7 and Legal-Contract-Management with 1.
  46. Anime quote discovery apps6 entriesfirst seen 2025-11-18This cluster consists of web apps that let anime fans browse, search, and discover memorable quotes or moments from anime titles. The dated history is too thin to read a shape from—only one dated entry exists before the index start, so the cluster predates the index or its members are largely undated. Traction is led by Anime-Echoes with 7 stars, while The Simpsons - Quotes and Anisearch currently show no stars.
  47. AR restaurant food apps6 entriesfirst seen 2025-11-14This cluster consists of augmented reality and AI applications focused on visualizing restaurant food, menus, and nearby dining options. Only three dated entries predate the index start, so the cluster's dated history is too thin to read a shape from. Traction leaders based on activity signal are kfc-bundle-2026, restaurant-project, and ChefShot-AI-Food-Photography, though all currently show zero stars.
  48. Secondary STEM learning platforms6 entriesfirst seen 2025-11-13This cluster comprises online learning platforms for secondary students focused on exact sciences—mathematics, physics, chemistry, and biology—typically covering grades 7 to 10. The dated entry history is too thin to read a shape from, with only three dated entries before the index began, so the cluster predates the index or its members are undated. Traction leadership is unestablished; the top activity signals (MrK, learnhubscience, teaching-project) all show zero stars, indicating early-stage or low engagement.
  49. Youth sports operations platforms6 entriesfirst seen 2025-11-13This cluster consists of platforms for managing youth sports organizations, handling registrations, rosters, scheduling, payments, and communication. The dated entry history is too thin (only 3 dated entries) to discern a timeline shape, indicating the cluster predates the index or its members are largely undated. Traction leaders by activity signal are OpenSports, SquadLogic, and aaysa-sports-platform, each currently showing zero stars.
  50. AI mental health support platforms6 entriesfirst seen 2025-10-26This cluster comprises AI-driven mental health platforms that integrate chat, mood tracking, journaling, and assessment features. The pre-index timeline shows five dated entries spread across 2025 and mid-2026, too sparse to discern a pattern. Akili Wellness Hub leads traction with 22 stars, while other members have minimal or no 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.