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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. Bank statement spending analyzers15 entriesfirst seen 2025-08-06This cluster consists of web and desktop apps that import bank or credit card statements (via CSV, upload, or scan), extract and categorize transactions, and present spending insights, dashboards, and sometimes AI-based explanations. The dated history shows a thin but steady pattern from August 2025 to June 2026, with roughly one entry every two to three months. Among traction leaders, khaata stands out with 6 stars, while most other members have no star signal.
  2. Gym management platforms15 entriesfirst seen 2025-07-21This cluster comprises 25 platforms for managing gym and fitness club operations, covering memberships, attendance, payments, bookings, and staff workflows via admin dashboards. Dated entries before the index start were sparse and irregular, appearing in bursts across 2025-06 through 2026-07 with 15 total entries and no clear trend. Among members with traction signals, gym-hero leads with 2 stars, followed by gymportal-io with 1 star and xelf with 0 stars.
  3. Optical store websites15 entriesfirst seen 2025-07-04This cluster consists of websites for optical and eyewear businesses, with a couple of airsoft store entries mixed in. The cluster's dated history is too thin to read a shape from, as only four dated entries exist before the index start. The traction leaders are bapat_optics_landing, clairoptique, and eyedeal-optical.
  4. AI idea generation tools15 entriesfirst seen 2025-06-30This cluster comprises AI-powered tools that generate ideas, prompts, or suggestions from user input, profiles, or documents, spanning categories such as business, creativity, community initiatives, and niche industries. The cluster's dated history is too thin to read a shape from, as only four dated entries exist before the index start, and seven members have no source date. In terms of traction, Vibe-Prompting leads with 121 stars, followed by Ideafy-Ai with 3 stars and topic-specific-resources with 0 stars.
  5. Student budget tracking apps15 entriesfirst seen 2025-06-30This cluster consists of web apps aimed at students for tracking income, expenses, and personal budgets. The dated entry history shows sporadic appearances from May 2025 to June 2026, with no clear pattern. Traction leaders include HACKRONYX_2.0_HRX-31_RAY, VAULT, and student-expense-tracker, each with zero stars, indicating early-stage activity.
  6. Content creator tracking apps15 entriesfirst seen 2025-06-27This cluster comprises web and cross-platform tools for cataloging, organizing, and tracking content creators or their content. Pre-index entries display a sparse, evenly spaced cadence across 2025–2026, yielding too thin a timeline to infer a clear shape. pawstash is the traction leader wif 14 stars, while StudioKJ and channel-tracker show zero activity signal thus far.
  7. Free web utility toolboxes15 entriesfirst seen 2025-06-26This cluster consists of web applications offering free, browser-based utilities for developers, writers, and everyday users, covering text manipulation, data formatting, conversions, calculations, and file processing. The dated entry history before the index start is too thin to discern a shape—only three dated entries exist. Among the members, the highest activity signals are from online-tools, filekit, and OneClick, all of which show zero stars.
  8. Real-time chat messaging apps15 entriesfirst seen 2025-06-25This cluster comprises 13 products centered on real-time chat and messaging, spanning mobile, multi-user, group, chat-room, and terminal-based forms with presence and local history. The cluster's dated history before the index start is too thin to read a shape from (only 3 dated entries), indicating it predates the index or is sparsely dated. Traction leaders by activity signal are ZestIz-chatapp (2 stars), followed by MEAN-MultiChat-Micro and gunchat (0 stars each).
  9. Online streetwear stores15 entriesfirst seen 2025-06-21This cluster consists of online streetwear stores offering standard e-commerce features such as curated collections, accounts, carts, wishlists, and checkout. The dated history before the index start is too thin to read a shape from, with only three entries. Traction is led by Pawned (1 star), followed by WITD and streetwear (each 0 stars).
  10. Employee Q&A chatbots15 entriesfirst seen 2025-06-19The cluster consists of internal chatbots that retrieve answers from an organization's knowledge base, documents, or structured data to answer employee questions. Dated entries show an initial batch of three in June 2025, followed by single entries in September 2025, April 2026, and June 2026, giving a sporadic early shape. All traction leaders show zero activity signal, with the top-listed being RAG-sales-department-assistant, tenant-scoped-runbook-bot, and OD-ASSIST.
  11. AI document chat tools15 entriesfirst seen 2025-06-18This cluster comprises AI applications that let users upload documents and then chat with an assistant to generate summaries, answers, and insights grounded in those files. Dated history before the index start spans an isolated entry in February 2019 followed by the majority of entries between June 2025 and June 2026, with no dated entries from 2020 through early 2025. DriveX leads on activity signal with 1 star, while bookified-ai-project and rag-saas trail at 0 stars.
  12. Nutrition and calorie calculators15 entriesfirst seen 2025-06-17This cluster consists of web-based calculators that estimate daily caloric needs, protein targets, and related nutrition metrics from user inputs such as body measurements, activity level, and goals. Only one dated entry exists before the index start, so the cluster's dated history is too thin to read a shape from. Traction leaders include gearuptofit-calculators, Protein Mass Calc, and Kalori Hesaplama Aracı, each showing 0 stars.
  13. Loan tracking dashboards15 entriesfirst seen 2025-06-16This cluster consists of dashboards for lending businesses to track loan leads, credit accounts, payments, borrowers, and outstanding balances. Dated entries before the index start are thin but show a pattern: a single entry in March 2025, another in June 2025, then two in April 2026 and one in May 2026, indicating sporadic activity with a minor concentration in spring 2026. All traction leaders (loan-dashboard, embalasekeren2, embalasekeren) have zero stars, so no member stands out on activity signal.
  14. AI script generation web apps15 entriesfirst seen 2025-06-15This cluster consists of web applications that generate written scripts from user prompts for videos, podcasts, or presentations, with some also automating draft and final video production for content creators. Dated entries prior to the index start show two in June 2025, a gap, then single entries from January through July 2026. Creatorai leads traction with 32 stars, while other dated members show none.
  15. Consultation and expert booking platforms15 entriesfirst seen 2025-06-13This cluster consists of web platforms that connect users with consultants, coaches, and subject-matter experts for personalized advice, booking, and sometimes payments. The dated history is too thin to read a shape from — only four dated entries predate the index start, so no timeline pattern can be inferred. Traction leaders include lartdelaconnexion, Discovery_Assistant, and project, all exhibiting zero stars, indicating low observed activity.
  16. CSV data analysis and visualization tools15 entriesfirst seen 2025-06-01This cluster consists of web applications for uploading CSV files, visualizing data as charts, inspecting and editing datasets, and performing basic analysis. The dated history is too thin to read a shape from — only two dated entries exist before the index start, and six members have no source date. Based on activity signals, the highest-ranked members (column, easy_csv_editor, Mao-Analyzer-and-Visualizer) all show zero stars, indicating no traction.
  17. URL shortener web apps15 entriesfirst seen 2025-05-31A cluster of web applications that shorten long URLs into compact links and redirect visitors to the original destinations. The cluster's dated history is too thin to read a shape from — it predates the index or its members are undated. Traction leaders by activity signal are url-shortener-go-gin, shortit, and url-shortener-app-react, each with 0 stars.
  18. Screen recording and streaming tools15 entriesfirst seen 2025-05-20This cluster covers desktop and web applications for screen recording, live streaming, multi-source capture, and clip management, aimed at gamers, streamers, and content creators. Entries before the index start are sparse in 2019 and 2020, then cluster in the 12 months from May 2025 through June 2026. Traction is led by apex-highlights with 1 star, while OBS Studio and obs-control-sveltekit have 0 stars each.
  19. AI-generated content detection15 entriesfirst seen 2025-05-18This cluster comprises web and desktop applications that detect AI-generated or manipulated media (images, video, audio, and text) using machine learning and forensic analysis, with features like explainable verdicts and PDF reports. The dated history is thin, with eight entries scattered from May 2025 to June 2026 and no clear trend. Traction leaders by activity signal are Ai-voice-detection, ai_fake_id, and Verify_AI, each showing zero stars.
  20. Casino-style betting games15 entriesfirst seen 2025-05-02This cluster consists of web-based casino-style games and simulations, ranging from virtual betting on roulette, dice, and crash to educational tools that expose gambling mechanics. The six dated entries appear sporadically across early 2025 and 2026, showing no clear acceleration or trend, while seven members have no recorded source dates. Zimbet and casino-education-simulator lead traction signals with one star each, followed bytebak-angka with zero stars.
  21. Portfolio website builders15 entriesfirst seen 2025-04-30This cluster consists of web apps and templates for generating personal portfolio websites, typically from customizable templates and user inputs, with a few variants aimed at students, UX designers, or teams. With only three 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. Traction leaders by activity signal are swetha, PortPro, and student-portfolio-builder, each with 0 stars.
  22. AI scripture-grounded religious Q&A assistants15 entriesfirst seen 2025-04-30A cluster of eight products that answer religious questions by retrieving passages from authoritative texts — the Quran, Hadith, and the Nag Hammadi library — and grounding responses in them, mostly delivered as chat or Q&A apps with citations. One member is an admin panel that moderates fatwas and content for a broader Islamic knowledge platform. The cluster's dated history is too thin to read a shape from: only four members carry source-creation dates, and two are undated, so any timeline reading would predate the index or rest on too few entries. On traction, Nur-Islamic-AI, oracle, and artificialmufti-admin-deploy all sit at 0 stars, so no member is meaningfully ahead of the others.
  23. Sleep tracking and diary apps15 entriesfirst seen 2025-04-25This cluster covers mobile apps for logging sleep times, building sleep diaries, and analyzing sleep patterns, with some offering automatic detection, privacy-focused local storage, and specialized use cases like child sleep monitoring and insomnia diaries. Dated entries appear sporadically from 2016 through mid-2026, with the highest monthly counts being 2 in March 2026 and 3 in July 2026 before the index began. Traction leaders are SleepTracker: Watch or Phone, Sleep Memo - Sleep Tracker, and Sleep Tracker: Sleep Diary, each with 0 stars on the activity signal.
  24. Developer collaboration platforms15 entriesfirst seen 2025-04-21This cluster comprises web platforms that connect developers for networking, code sharing, and collaborative project work. The pre-index dated history is sparse, with five entries appearing sporadically across April 2025, November 2025, January 2026, and March 2026, showing no clear growth pattern. Seven members lack source dates, so the early timeline remains unclear. Traction is led by CodeNest with one star, while devgraph and codemeant each have zero stars.
  25. AI interview preparation platforms15 entriesfirst seen 2025-04-20This cluster comprises AI interview preparation platforms that generate tailored questions from job descriptions or resumes, conduct mock interviews with voice or text, and provide scoring and analytics. Dated entries before the index start show sparse activity in 2025, then a rise through mid-2026, with the highest monthly count in June 2026. interviewforge-ai leads on traction with 5 stars, while other members have minimal or no activity signal.
  26. Real-time chat applications15 entriesfirst seen 2025-04-15This cluster consists of real-time chat applications for online communities, shared rooms, and direct messaging, all built around instant text exchange. Dated entries before the index start span February 2023 through March 2026, appearing sporadically with no clear monthly trend. Traction is led by django-chat with 1 star, while addits_tech and gerdachat.app each have 0 stars.
  27. Health information search tools15 entriesfirst seen 2025-04-10This cluster consists of web applications and search engines that help users find health-related information, resources, and medical providers. The dated history is too thin to read a shape from—only one dated entry exists before the index start, so the cluster's early trend is unknown. Among members, Medical leads in traction with 7 stars, while others show no activity.
  28. Pet social and matching apps15 entriesfirst seen 2025-04-09This cluster comprises mobile and web apps that combine pet ownership with social networking, photo sharing, and matching systems for playdates and connections. The dated history shows sporadic entries from August 2022 to April 2026, with the most entries (3) in March 2026. Traction is led by dog-agent with 16 stars, while other members show minimal activity.
  29. Retro-themed web music players15 entriesfirst seen 2025-03-31This cluster consists of web-based music players that feature a retro aesthetic and are used for listening to audio tracks, with at least one supporting MP3 playback and website embedding. The dated history before the index start is too thin to read a shape from, as only three dated entries exist. ScarliMusic and Gedi-Music lead on traction with one star each, followed by memory-card-bin with zero stars.
  30. Browser audio enhancement extensions15 entriesfirst seen 2025-03-30This cluster consists of browser extensions and tools that modify live audio playback, including equalizers, spatial audio effects, and ambient sound mixers. Dated entries are sporadic from March 2025 through July 2026, with a slight concentration in mid-2026. Among traction leaders, Sound-Hub shows the strongest activity signal with 4 stars, while deep-fry has 1 star and Ambio has 0 stars.
  31. Event management and registration platforms15 entriesfirst seen 2025-03-17This cluster comprises event management and registration platforms for creating, publishing, and tracking events across various audiences. The dated entry history is sparse, with six dated entries from November2023 through June2026, showing no clear shape other than a slight concentration in March2025. The traction leaders—portale-eventi-cna, first-vue-app, and crosstalk—all have zero stars, so no product shows meaningful user adoption yet.
  32. Local academic research workspaces15 entriesfirst seen 2025-03-12This cluster comprises desktop apps that help academic researchers read papers, organize notes and evidence, connect claims, and write manuscripts in a local environment. The dated history is too thin to read a shape from — only one entry predates the index start, so the cluster's early timeline is unclear. Traction is led by xivly, DeskResearch, and PIWorkspace, each with a single star, indicating minimal differentiation in current activity.
  33. Photo memory capture apps15 entriesfirst seen 2025-03-09This cluster consists of web apps for capturing and preserving photo-booth style memories and everyday moments. The dated history before the index start is too thin to read a shape from, with only four dated entries. The traction leaders are picture-the-moments, CaptureMoment, and billboard, with billboard having the highest star count at 1.
  34. AI calorie counter apps15 entriesfirst seen 2025-03-05The cluster comprises 16 AI-powered calorie counter applications that use photo or voice input to identify foods, estimate calories and macros, and often include features like fasting tracking, meal plans, and workout recommendations. The dated entries span from April 2019 to July 2026, with the majority appearing in 2026, while earlier years each contribute one entry. The traction leaders, all currently showing zero stars, are HalaFit — AI Calorie Counter, ScanMyFood: AI Calorie Counter, and Hadeed: Calorie Counter & Gym, which have the highest activity signals in the group.
  35. AI food recommender apps15 entriesfirst seen 2025-03-04This cluster spans AI-powered food and restaurant recommendation tools, from dish-level search and camera-based menu analysis to geospatial restaurant intelligence. Dated entries before the index start show three products appearing in March 2025, then a single product each in May and November 2025, one in April 2026, and two in July 2026 — a thin, irregular pattern with no clear shape. Traction is led by meiri-shike with 1 star, while Finding-Nibbles and Reco Social each have 0 stars.
  36. Phishing simulation training platforms15 entriesfirst seen 2025-03-04This cluster consists of web-based phishing simulation and security awareness training platforms that help organizations test and educate employees. The dated history is too thin to read a shape from (only two entries before index start), so the cluster predates the index or its members are undated. Traction leaders all show 0 stars, indicating minimal observable activity signal.
  37. User registration and authentication apps15 entriesfirst seen 2025-03-01This cluster comprises web and mobile applications focused on user registration, authentication, and account management, often incorporating verification codes, admin dashboards, and payment or permit features. The dated history is too thin to read a shape from, with only 4 entries before the index start, indicating the cluster predates the index or members are largely undated. Traction leaders by activity signal are registerflow, advertisement, and land-permit-web, all currently at 0 stars.
  38. Patient intake form web apps15 entriesfirst seen 2025-02-24This cluster consists of web-based patient intake forms and form-building tools tailored for healthcare practices, including therapy, rehabilitation, and house-call providers. The dated history is too thin to read a shape from—only 2 entries predate the index start, so the cluster's early timeline is unknown or undated. Traction leaders, all showing 0 stars, are real-time-form, Agnos-patienForm, and scm-reqform, indicating no significant activity signal among recorded members.
  39. Lifespan visualization apps15 entriesfirst seen 2025-02-18This cluster consists of web apps and widgets that visualize a person's lifetime, remaining time, or life balance to encourage reflection on mortality and personal history. The dated history is thin: one entry from 2012-08 and four from 2025 (Feb, Apr, Jun, Aug), with six members having no source date. Among dated members with activity signals, VibeForge leads with 2 stars, while Showtime and LifeClock have 0 stars.
  40. Members-only content portals15 entriesfirst seen 2025-02-14This cluster consists of gated web apps and portals that require membership, authentication, or payment to access exclusive content and communities. The dated history is too thin to read a shape from, as only two entries are dated before the index start, and the remaining members are undated. The activity signal leaders are rmc-web, metluna, and meu-app-luna, each showing 0 stars.
  41. On-device offline speech engines15 entriesfirst seen 2025-02-03This cluster comprises on-device, offline speech engines and applications for text-to-speech and speech-to-text, often supporting multiple languages and privacy-focused features. The dated entries before the index start are sparse and intermittent, appearing in 2021, 2023, 2025, and 2026, with the highest monthly count of two in July 2026. The traction leaders, Marmalade TTS, SIH-21673, and Supertonic TTS, each have 0 stars, indicating minimal activity.
  42. Emotional support chatbots15 entriesfirst seen 2025-02-01This cluster consists of 17 chatbot products focused on emotional support, companionship, and wellness coaching, including features like empathetic conversation, check-ins, and relationship building. Dated entries before the index start show a steady spread across 2025 and the first half of 2026, with no clear trend. The top activity signals are WellBOT2.0, friendly-companion, and slack-emoji-reactor, each with 0 stars.
  43. Personalized fashion outfit recommenders15 entriesfirst seen 2025-01-27This cluster comprises web and mobile applications that generate personalized outfit, style, and fashion recommendations based on user preferences, body measurements, wardrobe photos, or context such as travel or mood. Dated entries before the index start are sporadic from January 2025 to July 2026, with a slight concentration in July 2025 and a long gap after November 2025. The traction leaders are tailor-swifty, AI-Fashion, and colored, each currently at zero stars.
  44. Customer relationship management systems15 entriesfirst seen 2025-01-23This cluster consists of customer relationship management (CRM) systems that track contacts, deals, and interactions. The dated entries before the index start are sparse: two from January 2025, and one each from January, February, and June 2026, showing no clear trend. All traction leaders have zero stars, with customer-voc-sentiment-crm-suite-rails-voc-intelligence-crm-v2026-b62 listed highest.
  45. Bluetooth device managers15 entriesfirst seen 2025-01-21This cluster comprises desktop and web utilities for managing Bluetooth connections, including device pairing, audio routing, troubleshooting, and file transfer, across Windows, Linux, and browser contexts. Dated entries are sparse, appearing in May 2021, January 2025, May 2025, October 2025, and May 2026, showing no consistent pattern over time. Traction is led by recording-bean-web, which has 15 stars, while other members have fewer than 2 stars.
  46. IP address lookup and subnet tools15 entriesfirst seen 2025-01-19This cluster consists of tools for IP address lookup, subnet calculation, and geolocation, offered as web apps, CLI, desktop, and mobile utilities. Dated entries span from 2019-06 to 2026-07, with only five dated entries before index start, making the timeline too thin to discern a trend. Among the traction leaders, devsubnet leads with 1 star, followed by my-ip-info and worker-your-ip with 0 stars each.
  47. Blog publishing web apps15 entriesfirst seen 2025-01-12This cluster consists of web applications for creating, publishing, and managing blog posts, typically with user accounts and interaction features. The dated entry history is too thin to discern a trend, with only four dated entries before the index start. Among traced members, django-blog-project leads on traction with 1 star.
  48. IPTV live TV streaming15 entriesfirst seen 2025-01-11This cluster consists of IPTV services that stream live television channels over the internet, including a browser-based variant. Dated entries are sparse: one in 2022-04, one in 2025-01, two in 2025-07, and two in 2026-05, showing no clear trend, only occasional additions. The traction leader is web-tv-2 with a single star, while SoaresTV and P_S have none.
  49. Classic snake game variants15 entriesfirst seen 2025-01-09This cluster consists of snake-game implementations across web, mobile, and terminal, ranging from classic single-player to real-time multiplayer variants. Dated entries are thin, with two in early 2016 and five scattered between mid-2024 and early 2026, showing no consistent pattern. The leading products by activity signal are Snake.io - Fun Online Snake, SupaSnake.js, and alper, though each has zero stars.
  50. Windows 3D model viewers15 entriesfirst seen 2025-01-09A cluster of Windows desktop applications for quickly opening, inspecting, and previewing 3D model files, with features like Blender-style navigation, thumbnail generation, and UV/mesh analysis. The cluster's dated history is too thin to read a shape from, as only 3 dated entries exist before the index start. Traction leadership is held by windtunnel with 43 stars, far ahead of 3DViewer (4 stars) and polyloupe (1 star).

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.