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WHITESPACE · CLUSTER INDEX · 10,387 CLUSTERS

Clusters

Every group of products the index has found building the same thing. Biggest collisions first, or newest first — all 10,387 of them, 50 to a page.

  1. Conference interpreter consoles4 entriesfirst seen 2026-10-02This cluster consists of web apps that serve as live consoles for conference interpreters, managing speaker queues, terminology alerts, emergency notices, and offline manual entry. The cluster's dated history is too thin to read a shape from, as only 0 dated entries exist before the index start. All three members show 0 stars, so no product leads on traction.
  2. Plain-language store data Q&A4 entriesfirst seen 2026-09-30These web apps let users ask questions in plain English and receive answers, often with charts, SQL, or cited sources, focused on specific retail verticals like Shopify and grocery operations. The cluster's dated history is too thin to read a shape from, with no dated entries before the index start. On traction, all three members show zero stars, so none stands out; store-copilot, MarginAI, and Shopify FAQ Hub are at the same activity level.
  3. Telecom network analytics dashboards4 entriesfirst seen 2026-09-30This cluster is made up of business-intelligence dashboards for telecom operators, focused on network KPIs, performance forecasting, anomaly detection, and executive-facing commercial data. The cluster's dated history is too thin to read a shape from -- it predates the index or its members are undated; one member has no source date. Traction leaders are smart-analytics-zain-dashboard, telecom-network-intelligence, and telco-customer-churn-analytics, all with 0 stars.
  4. AI front desk assistants4 entriesfirst seen 2026-09-30AI assistants for front desk and receptionist duties, focusing on greeting visitors and answering common questions. The cluster's dated history is too thin to read a shape from – it predates the index or its members are undated. Traction leaders include heynaj-flow, front-desk-ai, and ai-receptionist, all with 0 stars.
  5. Municipal 311 analytics and triage4 entriesfirst seen 2026-09-30This cluster comprises tools that ingest municipal 311 service requests to classify, triage, and visualize response patterns across neighborhoods or request types. The dated history is too thin to read a shape from, as only 0 entries exist before the index start, so the cluster predates the index or its members are undated. Traction leaders by activity signal are chicago-311-response-times, cityops, and triage-iq, though all currently show 0 stars.
  6. Claude desktop customization tools4 entriesfirst seen 2026-09-29This cluster consists of tools that personalize the Claude desktop application, covering layout, typography, color themes, and split-view enhancements. The cluster's dated history is too thin to read a shape from -- it predates the index or its members are undated. Traction leaders include Claude-Font, Claudrobe, and claude-desktop-skin, each with 1 star, indicating an early stage of user adoption.
  7. Wine label recognition apps4 entriesfirst seen 2026-09-29This cluster consists of apps that identify wine bottles from photos of their labels and return catalog information, such as details, alternatives, and food pairings. The cluster's dated history is too thin to read a shape from, as there are no dated entries before the index start. The traction leaders, based on activity signal, are VineDetect, wine-scanner, and skip_skpi, each with zero stars.
  8. Morse code training apps4 entriesfirst seen 2026-09-29This cluster consists of Morse code trainer applications, each focusing on different aspects: browser-based practice with decoding, hardware-connected paddle training, and progressive lessons leading to speed certification. The dated history is too thin to read a shape from, as there are no dated entries before the index start. Traction is uniformly low, with all members showing zero stars.
  9. Xbox 360 game library converters4 entriesfirst seen 2026-09-29This cluster comprises utilities for managing modded Xbox 360 game libraries, specifically converting ISO disc images to Games on Demand (GOD) format, organizing DLC/title updates, and transferring files over FTP. The dated history before the index start is too thin to read a shape from, with only 0 dated entries. On traction, RustyBox leads with 4 stars, followed by SplosionManRecomp (2 stars) and NasDlc (0 stars).
  10. MCP server managers for Claude Desktop4 entriesfirst seen 2026-09-29This cluster consists of three web apps that give Claude Desktop users a graphical interface for installing and managing MCP servers, including quick setup for popular services. The dated history is too thin to read a shape from—only a single dated entry exists before the index start, so the timeline predates the index or members are undated. All three members show minimal traction, each with 0 stars, so none clearly leads on activity.
  11. 3D-printed assistive device platforms4 entriesfirst seen 2026-09-28This cluster comprises web apps that connect people around 3D printing for assistive devices, including makerspace printer scheduling, volunteer-family matching for mobility devices, and school-run request management for assistive hands. The cluster's dated history is too thin to read a shape from, as zero dated entries exist and members lack timestamps. Traction leaders are main-website, spool, and TinkerSpace 3D Printer Queue, each with 0 stars.
  12. AI meeting preparation assistants4 entriesfirst seen 2026-09-27This cluster consists of AI assistants that recall past discussions, decisions, and commitments to generate personalized pre-meeting briefings. The dated history is too thin to read a shape from—the cluster predates the index or its members are undated, with no meaningful entry counts before August 2026. Among traction leaders, TeamRock shows the highest activity signal at 5 stars, while Meeting-prep-agent trails at 1 star (and 0 stars in another entry).
  13. Enterprise AI security gateways4 entriesfirst seen 2026-09-26This cluster comprises enterprise security gateways that intercept employee requests to language models, tokenizing sensitive data, enforcing access controls, blocking prompt injection, and maintaining audit logs. The cluster's dated history is too thin to read a shape from because it has zero entries before the index start. Traction leaders by activity signal are CyberCup-2026 and sentraai, both at 0 stars.
  14. TSP and Teglon solvers4 entriesfirst seen 2026-09-26This cluster contains three projects that solve or visualize traveling-salesman-type puzzles, including the Teglon tiling from Anathem, often as screensavers. 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, teglon leads on traction with 2 stars.
  15. fake trivia party games4 entriesfirst seen 2026-09-26This cluster consists of multiplayer party games where players invent fake trivia answers and vote to identify the real fact, often with scoring and leaderboards. The 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 ShellHacks-2026, ame, and trust-no-one-horror, all at 0 stars.
  16. Budget planning for home, party, jewelry4 entriesfirst seen 2026-09-26This cluster consists of web apps that create personalized budgets for home interiors, party planning, and jewelry purchases, and recommend shopping links. The cluster's dated history is too thin to read a shape from, as it predates the index or its members are undated. Traction leaders are pocketsmart-ai (2 stars), with the other two members at 0 stars.
  17. Digital transformation exam platforms4 entriesfirst seen 2026-09-25This cluster comprises web-based platforms for administering digital transformation exams, recording scores, and supporting result export or leaderboard views. The cluster's dated history is too thin to read a shape from, as no dated entries exist before the index start. All members show zero stars on the activity signal, indicating no traction leaders.
  18. Discord YouTube block bypass tools4 entriesfirst seen 2026-09-25This cluster comprises Windows utilities that modify network traffic to bypass blocking and restore access to Discord and YouTube. The cluster's dated history is too thin to read a shape from, as it predates the index or its members are undated. Traction leaders among the three products are DiscordFix-YouTube and DiscordFix-Windows, both showing 0 stars.
  19. Local-first qualitative coding workbenches4 entriesfirst seen 2026-09-25This cluster consists of local-first thematic coding workbenches for qualitative researchers, focused on importing interview transcripts, building topic hierarchies, tracking judgments from two coders, and exporting results. The dated history before the index start is too thin to read a shape—only 0 dated entries exist, so the cluster's early timeline is unreadable and likely predates the index or its members are undated. No member shows traction, as all have 0 stars.
  20. Voice dictation overlay apps4 entriesfirst seen 2026-09-25The cluster consists of desktop voice dictation apps that transcribe speech into text and insert it into the active field. Their dated history is too thin to read a shape from—it predates the index or its members are undated. Mulbit leads on traction with 6 stars, followed by llm-mascot with 4 and transcrit with 2.
  21. AI land acquisition delay prediction4 entriesfirst seen 2026-09-25This cluster comprises AI platforms that predict land acquisition delays and support real-estate decision-making, with one product using AI agents to automate off-market land acquisition. The cluster's dated history is too thin to read a shape from — only one dated entry exists before the index start, so it predates the index or its members are undated. Traction leaders, all with zero stars, are AcquiTwin-AI, AcquiTwin-AI-1, and Land-Acquisition-Risk-Intelligence.
  22. Terminal database workbenches4 entriesfirst seen 2026-09-25This cluster comprises terminal-based workbenches for querying and managing relational databases, with support for multiple database systems such as PostgreSQL, SQL Server, and SQLite. The dated history is too thin to read a shape from, as it has zero dated entries before the index start, indicating the cluster predates the index or its members are undated. Among the traction leaders, Fox, dexo-bin, and rimor each hold 0 stars, showing minimal activity.
  23. Windows package update managers4 entriesfirst seen 2026-09-24This cluster centers on Windows desktop utilities that automate software updates through package managers, often with scheduling and notifications. The cluster's dated history is too thin to read a shape from—it predates the index or its members are undated. Among members, tiny-tracker leads on traction with 2 stars, followed by Tiny-Tracker-Software-Update-Tracker and Package-Control-Center with 1 star each.
  24. Community clinic management apps4 entriesfirst seen 2026-09-24This cluster consists of web applications for community health clinics to manage patient appointments, clinical records, and medical staff availability. The dated history before the index start is too thin to read a shape from, as there are no dated entries. Sanare leads on traction with 3 stars, followed by siges-2.0 and another siges variant with 0 stars.
  25. Personal finance loan dashboards4 entriesfirst seen 2026-09-24The cluster consists of personal finance web dashboards that combine loan eligibility checks, credit score analysis, EMI calculations, and AI-generated financial tips. The dated history is too thin to read a shape from, as fewer than five dated entries exist before the index start, indicating the cluster predates the index or its members are undated. Traction leaders, all with zero stars, include Supriya-Pakhare-BFSI, Supriya-BFSI, and Supriya.BFSI-Project.
  26. 3D printing business management apps4 entriesfirst seen 2026-09-24These are web applications for managing 3D printing businesses, covering quoting, clients, orders, production, payments, and finances. 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, BambuCalc leads on traction with 1 star, while the others have none.
  27. Cursor-following browser toys4 entriesfirst seen 2026-09-24This cluster consists of browser toys that add a playful creature or character that follows and reacts to the mouse cursor. The dated history is too thin to read a shape from, since only one pre-index entry exists. Traction leaders are turtliko.js, oneko, and LiquidEffectVideo, all at zero stars.
  28. AI financial crime risk workbenches4 entriesfirst seen 2026-09-23The cluster consists of AI workbenches for financial crime risk assessment: they screen transaction data, draft risk assessments for analyst review, extract facts from documents, and calculate inherent and residual risk. The cluster's dated history is too thin to read a shape from — only 0 dated entries exist before the index start, so it predates the index or its members are undated. On traction, finsentinel is listed first among the activity leaders, followed by Project-AI---Risk-Assessment-Workbench and risk-assessment-workbench, all at 0 stars.
  29. Email and document data extraction4 entriesfirst seen 2026-09-22This cluster consists of web tools that parse raw email text or documents and reorganize them into structured, readable layouts or sortable tables. The cluster's dated history is too thin to read a shape from – it predates the index or its members are undated. Traction leaders include parse-me, OfferParse-AI-Mini-SaaS, and Email Parser Table, each with 0 stars.
  30. Local per-app usage trackers4 entriesfirst seen 2026-09-21This cluster consists of Windows apps that track per-app usage (network or time) and store history locally to survive OS resets. 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, screen-time-native leads on traction, though all have zero stars.
  31. Flatmate chore and expense trackers4 entriesfirst seen 2026-09-21This cluster comprises apps for managing shared household responsibilities among flatmates, covering chore rotation, swaps, penalties, reliability scores, completion tracking, weekly/monthly views, household debts, fridge expiry alerts, and roommate voting with monthly charts. The cluster's dated history is too thin to read a shape from, with only one pre-index entry, suggesting it predates index coverage or most members lack creation dates. Traction is minimal; all observed products have zero stars, indicating no clear adoption leader.
  32. Land energy asset evaluation apps4 entriesfirst seen 2026-09-21This cluster consists of web-based tools that help landowners and farmers assess the economic potential of their land for solar, wind, or battery storage projects and prepare grid connection applications. The cluster's dated history is too thin to read a shape from, as it has only 0 dated entries before the index start and many members lack source dates. On traction, solvix, SE Netzantrag as a Service (Copy), and SE Netzantrag as a Service lead the activity signal, though all show 0 stars.
  33. Paid membership signup apps4 entriesfirst seen 2026-09-20This cluster consists of web applications that let users apply for paid memberships by selecting a package, entering personal and address information, and paying by card with OTP verification; one also sends Telegram notifications. The cluster's dated history is too thin to read a shape from; it predates the index or its members are undated. All three members have zero stars, with hmean-qatar, fazaa, and fazaa-telegram leading on traction.
  34. Real-time digit trading platforms4 entriesfirst seen 2026-09-20This cluster consists of real-time digit trading platforms that offer automated trading, risk controls, and chat-based approval for withdrawals, typically via Telegram bots. The dated history is too thin to read a shape from — it predates the index or its members are undated. Among traction leaders, Binovates, Binovate, and TaqOption show the highest activity signals, though all have zero stars.
  35. Local photo organizers4 entriesfirst seen 2026-09-20This cluster consists of local photo organizers that help users manage and clean up personal collections, with individual products focusing on duplicate/version detection, image-quality scoring and search, or face grouping. The cluster's dated history before the index start is too thin to read a shape from: there are no dated entries, so members predate the index or are undated. On traction, LightSpace leads with 2 stars, followed by photo-cleanup with 1 star and photo-coach with 0 stars.
  36. WhatsApp emoji reaction tools4 entriesfirst seen 2026-09-20The cluster consists of web tools that let users send selected emoji reactions to a WhatsApp channel by pasting its URL and choosing reactions. The cluster's dated history is too thin to read a shape from, as it has zero dated entries before the index start, meaning it predates the index or its members are undated. The traction leaders are Sjsjsjjs, Aygaga, and Akakka, each with 0 stars, showing little to no activity signal.
  37. Phone racing wheel apps4 entriesfirst seen 2026-09-20This cluster consists of mobile apps that turn a smartphone into a steering wheel and pedals for Windows PC racing games, using touch, tilt, and Wi-Fi/USB connections. The cluster's dated history before the index start is too thin to read a shape from, with zero dated entries—indicating it predates the index or its members are undated. Traction leaders, based on activity signal, are DtHub, touch-to-steer, and slipstream, though all currently show 0 stars.
  38. YouTube banner split pages4 entriesfirst seen 2026-09-20This cluster consists of web pages that combine a header, a YouTube video on the left, and a banner on the right. The dated history is too thin to read a shape from, as there are no dated entries before the index start. Traction leaders are niaga, niagagenzora, and niaga1, each with zero stars.
  39. Admin-approved course enrollment LMS4 entriesfirst seen 2026-09-19This cluster consists of learning management web apps where learners request access to courses and admins approve or revoke enrollment before content becomes viewable. The dated history is too thin to read a shape from, as only one dated entry exists before the index start. All members have zero activity signal, so no single product leads on traction.
  40. Lab equipment energy cost analysis4 entriesfirst seen 2026-09-19The cluster comprises web applications that calculate electricity usage and cost for laboratory equipment and visualize energy waste via interactive charts. The cluster's dated history is too thin to read a shape from — it predates the index or its members are undated, as there are no dated entries before the index start. Among traction leaders, the top signals are from energywasteanalyzerlabs, energywasteanalyzerforlab, and energywasteanalyzer, each with 0 stars.
  41. Software license management apps4 entriesfirst seen 2026-09-18This cluster consists of web apps and a developer service that manage software license keys—generating, emailing, revoking, tracking, and validating activations, with some supporting device binding and rate limiting. The dated history before the index start is too thin to read a shape from (0 dated entries), so the cluster predates the index or its members are undated. The traction leader is AVP-KEYS with 4 activity stars, while other members show no activity signal.
  42. Academic exam paper hubs4 entriesfirst seen 2026-09-18The cluster consists of web platforms for sharing academic exam papers, syllabi, and answer manuals, targeting students and faculty. The cluster's dated history is too thin to read a shape from—only one entry predates the index, so its members predate the index or are undated. On traction, Msbte-portal, sru-paperhub, and PS-Matric-site- show the highest activity signal, though all have zero stars, indicating minimal traction.
  43. AI receptionist workspace apps4 entriesfirst seen 2026-09-18This cluster consists of apps built around an AI receptionist, covering visitor greeting and front-desk interactions on mobile plus call, inbox, contact, meeting-room, and workspace controls in iOS and Mac clients. Only one dated entry exists before the index start, so the dated history is too thin to read a shape from - the cluster predates the index or its members are undated. Traction leaders are district-macos and district-ios, each with 1 star, ahead of Mobile-AI-Receptionist with 0 stars.
  44. Creature-catching game mod utilities4 entriesfirst seen 2026-09-18This cluster consists of desktop and Windows utilities that add mod-menu and trainer features to an open-world creature-catching game, including map notes, movement presets, camera profiles, inventory tracking, and saved configurations. The dated entry history is too thin to read a shape from, as there are no dated entries before the index start, suggesting the cluster predates the index or its members are undated. Traction leadership, based on activity signal, is held by Aniimo-Mod-Menu-Trainer-2026, which shows the highest star counts.
  45. Graveyard Keeper 2 trainer/editor tools4 entriesfirst seen 2026-09-18This cluster comprises desktop tools that modify Graveyard Keeper 2, including trainers with cheats and automation, save/resource editors, and combined trainer-editors with profile management. The cluster's dated history is too thin to read a shape from — it predates the index or its members are undated. The traction leader is graveyard-keeper-2-modkit with 44 stars, followed by two similarly named tools with 3 and 1 stars.
  46. Student task management web apps4 entriesfirst seen 2026-09-17This cluster consists of web applications designed for students to manage academic and personal tasks, offering core features like create, edit, delete, search, filter, and tracking of completion or priority. The dated history is too thin to read a shape from since no entries predate the index start, indicating the cluster either predates the index or its members are undated. Traction leaders all show zero stars, so no single product stands out in terms of activity.
  47. Certificate registry and verification websites4 entriesfirst seen 2026-09-17This cluster consists of corporate websites centered on certificates: one offers a private registry portal for managing and verifying certificates, another lets users browse certificates and submit service requests, and a third provides general certificate information. The cluster's dated history is too thin to read a shape from, as there are zero dated entries before the index start, so it predates the index or its members are undated. Traction leaders by activity signal are agilize-certificadora, skyhoist-engineering-services, and Security, each with zero stars.
  48. Urban green-space maintenance management4 entriesfirst seen 2026-09-17The cluster consists of web apps for urban landscaping maintenance teams to manage green space records, maintenance tasks, work logs, plant replacements, and dashboards. The cluster's dated history is too thin to read a shape from, as its members predate the index or are undated. Traction leaders are claude_gsb_5, claude_gsb_2, and claude_gsb_33, each with 0 stars.
  49. Cheapest item cart discount apps4 entriesfirst seen 2026-09-17Cluster of Shopify apps that reduce the cheapest item in a cart to a configured price when the cart reaches a minimum quantity. The cluster's dated history before the index start is too thin to read a shape from — only 0 dated entries exist, indicating the cluster predates the index or its members are undated. Traction is flat, as all three members show zero stars, so no single leader emerges.
  50. Typing-based English vocabulary apps4 entriesfirst seen 2026-09-17This cluster consists of web apps that teach English vocabulary and articles through typing, spelling, and dictation exercises, often including phonetic pronunciation and custom word lists. The cluster's dated history is too thin to read a shape from, with only one dated entry prior to the index start, so it predates the index or its members are undated. Among traction leaders, learn-english leads with 7 stars, followed by FengWords with 1 star and Spellingdictees with 0 stars.

How to read this list

HOW TO READ THIS

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

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

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