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WHITESPACE · CLUSTER INDEX · 9,676 CLUSTERS

Clusters

Every group of products the index has found building the same thing. Biggest collisions first, or newest first — all 9,676 of them, 50 to a page.

  1. Real-time project management platforms18 entriesfirst seen 2026-04-25This cluster consists of project management platforms that combine task tracking, team collaboration, and real-time workspace features, with one also including budget management. Dated entries before the index show an isolated entry in February 2024, then a gap until a series of entries from December 2025 through July 2026, totaling seven dated members. finish-and-click leads on traction with 3 stars, while fluxboard and DeadlineHub have no stars. Three members have no source date, and the shape is a sparse early start followed by a cluster of later additions.
  2. Employee attendance and time tracking18 entriesfirst seen 2026-04-19This cluster consists of web and mobile applications for tracking employee attendance, work hours, time-off, and generating reports for managers. Dated entries before the index start show a thin early history with single entries in 2016 and 2017, one in 2023, then a gradual increase through 2025 into early 2026, reaching three entries in January and April 2026. The highest activity signal is clocdot-com with 4 stars, while employee-schedule and gwcl_clock_in each have 0 stars.
  3. focus session and distraction blocking apps18 entriesfirst seen 2026-04-18This cluster consists of apps that help users track focus sessions, block distractions, and improve productivity. Dated entries show an isolated creation in 2018, followed by a cluster of entries from early 2025 to early 2026, with a few per quarter—indicating steady but modest activity in that period. The traction leaders, fokus, Freedom: Screen Time Control, and companion, all show zero stars, so none have significant traction. fokus ranks first in activity signal among them.
  4. Insect and bee farm platforms18 entriesfirst seen 2026-04-18This cluster covers compliance, traceability, and telemetry software for insect farming (including bees, cricket, mealworm) and related agricultural operations like cheese and worm farms. Pre-index entry counts were highest in April (8) and May (6), then dropped to 1 in June and 2 in July. The top traction belongs to a Bee Swarm Simulator companion app with 25 stars, while the agricultural platforms have zero stars.
  5. Website accessibility audit tools18 entriesfirst seen 2026-04-17This cluster comprises web apps and services that audit websites for accessibility, SEO, performance, and other compliance issues, often generating scored reports with prioritized recommendations. The dated history is too thin to read a shape from—it predates the index or its members are undated. Traction leaders are AccessAI, Ai-Web-Doctor, and legible.
  6. Exam preparation platforms18 entriesfirst seen 2026-03-19These are exam preparation platforms offering practice questions, mock exams, and progress tracking, aimed largely at Nigerian students preparing for WAEC, JAMB, NECO, and SAT, with some also providing AI explanations or an AI tutor. The dated history before the index start is thin: one entry in July 2013, then a single entry each in August 2025, December 2025, March 2026, and June 2026, so the shape is an early lone entry followed by a recent monthly cadence. Traction leaders by activity signal are cert-test with one star, while enem-pratica-platform and PrepDeck have zero stars.
  7. AI landing page generators18 entriesfirst seen 2026-03-13This cluster consists of tools that generate landing pages or websites, often using AI, from text prompts or business descriptions. The dated history before the index shows entries appearing in most months from April 2025 to June 2026, with two entries in both October 2025 and January 2026. Among products with traction signals, slopgate leads with 2 stars, followed by ForgeSEO with 1 star.
  8. Employee attendance tracking apps18 entriesfirst seen 2026-02-25These web apps record and manage employee attendance, offering staff check-in and admin controls for records and accounts. The cluster's dated history shows monthly entries from November 2025 through March 2026, a two-month gap, then a June 2026 entry. Traction is led by kgisl-internal-attendance-system with one star, while the other two dated members have zero stars.
  9. University administrative workflow portals18 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.
  10. Cryptocurrency wallet management apps18 entriesfirst seen 2026-02-12This cluster consists of web apps that allow individual users to manage and track cryptocurrency wallets, balances, and transactions, with at least one also enabling payments to other registered users. The dated entries before the index start are sparse and irregular, with six entries spread from February 2018 through February 2026, including a long gap between November 2022 and October 2025. The traction leader is crypto-email-notification, based on an activity signal of 1 star, while other dated leaders have 0 stars.
  11. AI legal research tools18 entriesfirst seen 2026-02-06This cluster comprises AI-powered web apps for legal research, case analysis, document drafting, and legal assistance across jurisdictions like the US, France, Brazil, and Morocco, covering areas from patent prior art to criminal law and document generation. The dated entry history before the index start shows a sparse, irregular pattern: single entries each month from May through August 2025, a six-month gap, then two more entries in February and March 2026. Traction leaders based on activity signal are suits-mvp, legal-assistant, and callbridge, each with zero stars, so no member has yet distinguished itself.
  12. Cricket scoring and live score apps18 entriesfirst seen 2026-02-06This cluster comprises mobile and web applications for cricket scoring and live match updates, featuring player/scorer roles, statistics, and match history. The dated entries before the index start show an isolated 2010 entry, then a gap until 2025–2026 when four entries appeared (one in April 2025, two in February 2026, one in July 2026). All traction leaders (CricScore-, SportSync, Cricket-Scoring-App) have zero stars, so no single product leads on traction.
  13. Offline personal finance desktop apps18 entriesfirst seen 2026-01-28This cluster consists of desktop applications for tracking personal income and expenses with offline, local data storage. They typically include features like categories, charts, backup/export, and sometimes password protection or premium cloud features. The dated entry history before the index is too thin to discern a shape, with only 4 dated entries. The top traction leader is HTJizhang, though it holds only 1 star, indicating minimal activity.
  14. Website and document summarizers18 entriesfirst seen 2026-01-20This cluster consists of web applications that generate concise summaries from various inputs such as website URLs, uploaded documents, articles, and user-provided text, often targeting quick reading and note-taking. Among the dated entries before the index started, there was exactly one new entry in each of five months from July 2025 to March 2026, showing a sporadic release pattern with no clear acceleration. The majority of the 19 members have no source date. In terms of traction, 'summarize' leads with 2 stars, while other named products show 0 stars.
  15. Website live chat widgets18 entriesfirst seen 2026-01-11This cluster comprises embeddable chat widgets and web-based dashboards for real-time customer support, often with features like AI chatbots, agent coordination, and multi-tenant hosting. Dated entries appear sporadically from mid-2018 to mid-2026, suggesting a sustained but irregular interest rather than a single wave. The traction leader is rcj-supportly with 1 star, while atlas-customer-chat and web-chat-mvp both have 0 stars.
  16. Organic grocery e-commerce stores18 entriesfirst seen 2026-01-08This cluster consists of online stores selling organic food and grocery products directly to consumers, with some also offering household items. Only four dated entries exist before the index start, so the cluster's dated history is too thin to read a shape from — the members likely predate the index or lack source dates. Traction leaders are Highlands-organic, pickle-jar-ecommerce, and shudh_organix, each having zero stars on the activity signal.
  17. Movie and TV browsing sites18 entriesfirst seen 2025-12-30This cluster consists of websites that let users browse and search for movies and TV shows to find something to watch. The dated history is too thin to read a shape from, as only one dated entry exists before the index start, so the cluster predates the index or its members are largely undated. On traction, sf-movies, m2fhd-laravel13, and movie show the highest activity signals, though all remain at 0 stars.
  18. Self-hosted SSH deployment platforms18 entriesfirst seen 2025-12-21This cluster comprises self-hostable platforms that deploy and manage applications, databases, and servers over SSH, offering an alternative to managed cloud services. The dated entry history before the index start is sparse, with one entry in November 2025, one in December 2025, one in March 2026, and three in June 2026, indicating sporadic early activity. Among traction leaders, raycast-homelab stands out with 19 stars, followed by incubacloud (2 stars) and Paperboard (1 star).
  19. Exam prep mock test platforms18 entriesfirst seen 2025-12-11This cluster consists of web apps providing mock tests, question banks, and performance analytics for competitive exams (mainly banking, SSC, UPSC, with some law and GATE). 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 all show 0 stars (Lawtest, gyansetu-app, banking), so no member stands out on the activity signal.
  20. hyperlocal food marketplaces18 entriesfirst seen 2025-12-10This cluster comprises hyperlocal platforms that connect customers with nearby food providers (home chefs, restaurants, dhabas, tiffin services) and local retailers for ordering, payment, and delivery. The cluster's dated history is too thin to read a shape from, as only 3 entries predate the index start. Traction leaders are Kartogo-app, rasan, and shopri8, each with 0 stars as the highest activity signal.
  21. Cold chain compliance platforms18 entriesfirst seen 2025-11-08This cluster comprises platforms for cold-chain monitoring, traceability, and regulatory compliance across pharmaceuticals and food, using IoT sensors, RFID, and blockchain to track temperature-sensitive goods and generate audit-ready reports. Before the index began, dated entries appeared irregularly from November 2025 through July 2026, with the highest monthly count of 4 in April 2026. Traction signals are minimal, with flowsight-ai-demo showing the highest activity signal, though all leading products have zero stars.
  22. Employee performance evaluation apps18 entriesfirst seen 2025-10-23This cluster comprises web apps for employee performance management, covering structured evaluation workflows, nine-box grid assessments, and cascading target tracking. The dated entry history before the index start shows sparse, irregular activity across 2025 and mid-2026, with no clear trend. All listed traction leaders have zero stars, indicating minimal early traction.
  23. AI multi-vendor e-commerce platforms18 entriesfirst seen 2025-10-12The cluster consists of e-commerce and multi-vendor marketplace platforms, many of which incorporate AI features such as product curation, seller verification, and automated descriptions, and most integrate payment processing. Pre-index dated entries are sporadic, with a single entry in Feb and Mar 2025, two in Oct 2025, one in Nov 2025, then single entries in Apr and Jun 2026, indicating irregular launch activity. Tujjar leads on traction with 6 stars, while SUNProject and CodeAlpha-E-commerce show no stars.
  24. Virtual beauty try-on apps18 entriesfirst seen 2025-10-09This cluster covers virtual try-on tools for hair, makeup, nails, and profile photos, letting users preview styles from uploaded photos. Seven dated entries appear irregularly from September 2025 to July 2026, with no clear growth trend, and another seven members have no source date. The product with the strongest activity signal is 'ai-hairstyle-virtual-tryon'.
  25. Retro and modern Snake games18 entriesfirst seen 2025-10-09This cluster consists of snake game variations spanning retro and modern aesthetics, including browser, mobile, and handheld implementations, with features such as leaderboards, power-ups, skins, and progressive difficulty. Dated entries appeared sporadically from October 2025 through June 2026, with a peak of three entries in January 2026 and two in April 2026, but the trajectory shows no sustained growth pattern. Among tracked activity signals, neon-snake-studio leads with 8 stars, while Snake-app and classic_snake__v2 have none.
  26. Custom logo design tools18 entriesfirst seen 2025-10-08The cluster consists of web-based tools for creating and customizing logos, badges, and related graphics, ranging from template-based design to algorithmic generation and brand-compliance checking. The dated entries before the index start show a sparse timeline: a single entry in February 2015, followed by three entries in early 2025 and one in January 2026, with most members lacking a source date. The leading traction signals are weak, with yourcustomemblem, logomaker, and LCCTO-Logo-Builder-v2 each showing 0 stars.
  27. Memory card matching games18 entriesfirst seen 2025-09-30This cluster consists of browser-based and mobile memory card games where players flip cards to find matching pairs, with themes including Pokémon, wild cats, and an Apple-inspired design. The cluster's dated history is too thin to read a shape from—only 3 pre-index entries exist and 12 members have no source date. Flip-Game-Swift leads on traction with 2 stars, while all other dated members show 0 stars.
  28. Online grocery delivery platforms18 entriesfirst seen 2025-09-19This cluster consists of online grocery storefronts and delivery services that let customers browse produce, household items, and local goods, place orders, and receive home delivery or pickup. The cluster's dated history is too thin to read a shape from—only two entries predate the index, so it either predates the collection window or most members are undated. Traction leaders by activity signal are shift-green-fresh, freshmart, and freshcard, each showing zero stars.
  29. Slack AI assistants and bots18 entriesfirst seen 2025-09-13This cluster comprises Slack-native AI assistants and bots for tasks like message archiving, composition and review, customer support, internal Q&A, meeting tracking, and multi-agent coordination. The dated history before the index start (September 2025 through July 2026) is sporadic, with no clear trend, while the traction leaders (risk-radar, slack_rag, Slack-ClawdBot) all show 0 stars, indicating minimal public traction.
  30. Developer workspace managers18 entriesfirst seen 2025-09-10This cluster comprises desktop and terminal workspace tools that organize developer resources like projects, terminals, SSH sessions, local files, and dev services into persistent tabs or sessions. Only four 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 by activity signal are asproops (2 stars), followed by grok-workbench and multiterm (1 star each).
  31. Browser-based photo editing tools18 entriesfirst seen 2025-09-09This cluster consists of browser-based image editing and conversion tools, ranging from simple crop-and-adjust editors to specialized animation and AI-prompt editors. The dated history before the index start is thin: entries appear sporadically across five months (1-2 per month) with no clear pattern, and most members have no recorded source date. Among the traction leaders, PiP-AI-project, Allcustomize, and Shotwell are listed, but all register zero stars, indicating limited public engagement.
  32. AI e-commerce personalization18 entriesfirst seen 2025-09-07This cluster comprises AI-powered e-commerce platforms that use personalization and recommendations to enhance shopping experiences, ranging from conversational search to styling and social shopping. The dated entry timeline before the index start is sparse and intermittent, with 2 entries in April 2025, 1 in September 2025, 1 in January 2026, 2 in April 2026, 1 in May 2026, and 1 in July 2026. Among the members, the highest traction signal comes from 'AI-integrated-Personalized-shopping-platform-' with 9 stars, while the others show zero stars.
  33. Habit and routine builders18 entriesfirst seen 2025-08-19This cluster comprises mobile apps that help users establish and maintain daily habits and routines through task management, progress tracking, and structured methods such as small/medium/large tasks or five-step plans. Dated entries before the index start are sparse and irregular (one in Apr 2025, two in Aug 2025, one each in Sep 2025 and Feb 2026), so no clear monthly pattern emerges from the five dated predecessors. Among the traction leaders (my-task-manager-mobile-private, new-espa-o-equilibre, and cadence), all show 0 stars, suggesting limited public traction across the cluster.
  34. Sim racing telemetry dashboards18 entriesfirst seen 2025-08-12This cluster comprises dashboard applications that visualize live telemetry and race data from racing simulators for enthusiasts. The five dated entries appear sporadically from March 2025 to July 2026 with no consistent cadence. The traction leader is ai-racing-coach-acc with 1 star, while other members have 0 stars.
  35. AI job matching apps18 entriesfirst seen 2025-08-08This cluster comprises 13 AI-powered job matching and application tools that parse resumes or profiles against job descriptions, often including resume tailoring, cover letter generation, or gamification. Their dated history before the index shows sporadic entries from January 2025 through May 2026, with single or paired entries in six distinct months — too few to infer a consistent trend. Traction leaders by activity signal are talent-bridge-lebanon, Job-finder, and resume-matching-platform, each currently at zero stars.
  36. Digital scrapbook and memory apps18 entriesfirst seen 2025-07-31This cluster comprises apps for creating and sharing digital scrapbooks and memory keepsakes, often combining photos, journaling, and customizable pages. The dated entry history before the index start shows a thin presence: a single entry in July 2025, followed by one in December 2025, one in January 2026, and two in February 2026, indicating a sparse and irregular pattern with no clear growth trend. Among members with any activity signal, Scrapbook-Journel, visual-scrapbook, and nabi - il tuo journal lead, though all show zero stars, indicating negligible traction.
  37. CRM sales pipeline trackers18 entriesfirst seen 2025-07-23This cluster consists of customer relationship management tools focused on tracking leads, contacts, and sales interactions or pipelines. Dated entries appear in 2025-07, 2025-09, 2026-01, 2026-02, and 2026-04, showing a sparse, irregular timeline with no clear trend. The traction leader is nexfab-ai-crm- with 4 stars, while surya-hospital-marketing-crm has 0 stars and CRMFARMA has 1 star.
  38. Residential real estate development websites18 entriesfirst seen 2025-07-22This cluster consists of websites that present residential real estate developments, including property details, floor plans, and updates to prospective buyers. The dated history is too thin (only 4 dated entries) to discern a timeline shape, as most members predate the index or lack source dates. Traction leaders, all with zero stars, are nexlar-premium-living, moema-dream-scape, and gdrjpnp.
  39. Service business booking management18 entriesfirst seen 2025-07-02This cluster comprises web applications that help service businesses manage bookings, appointments, room reservations, and related scheduling workflows, often with role-based staff access. Some target specific verticals like movie ticketing or studio bookings, while others are generic tools for offices, desks, or conference rooms. The cluster's dated history is too thin to read a shape from -- only four dated entries exist from before the index's start, and they show no clear trend. All traction leaders exhibit minimal activity signals (zero stars), so no member shows notable traction.
  40. Personal health tracking web apps18 entriesfirst seen 2025-06-30The cluster consists of web applications for tracking personal health metrics, vitals, sleep, and wellness habits, with varying focuses such as heart health, longevity, and energetic wellness. Dated entries appear sporadically from June 2025 to April 2026, with a relative concentration in December 2025, but the pattern is too thin to call a strong shape. The top traction signals are all minimal, with baseline, life-dash-back-pub, and pure-heartify showing no significant star counts.
  41. AI voice interview agents18 entriesfirst seen 2025-06-26This cluster consists of voice and AI agents that automate job interviews and candidate screening, generating questions, transcribing responses, and scoring candidates. The dated history before the index shows sporadic entries from June 2025 to March 2026, with no consistent monthly pattern and no clear growth trend. Traction is led by aural-oss with 201 stars, while other members have minimal or zero activity signals.
  42. Employee Q&A chatbots18 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.
  43. Disaster response coordination platforms18 entriesfirst seen 2025-06-17This cluster comprises web and mobile platforms that connect authorities, citizens, and responders for real-time disaster incident reporting, live alerts, resource allocation, and post-disaster task coordination. Entries appear sporadically from June 2025 through April 2026, with only 6 dated entries before the index start, making the timeline too thin to infer a clear shape. Disaster-Response-Coordination-Platform leads on traction with 1 star, while DisasterSync and FloodRescueNet show no stars.
  44. School management platforms18 entriesfirst seen 2025-06-04This cluster covers web-based platforms for managing school or institution operations, including enrollment, attendance, grades, scheduling, and role-based access for administrators, teachers, students, and parents. The dated history before the index start is thin and sporadic, with 14 entries spread across 2023-09 to 2026-06, never exceeding three in a month, so no clear trajectory can be read. Traction is led by Sistema-ABACO (3 stars), followed by plataforma-ensino (1 star) and lms-sera-app (0 stars).
  45. Screenshot capture and sharing tools18 entriesfirst seen 2025-05-29This cluster consists of screenshot utilities focused on capture, editing, and sharing of images, with one extending to text and video. Dated entries before the index start are sparse from 2016 to 2023, then appear more regularly from late 2024 through 2025, including two in May 2025. Among members with traction signals, socorin leads with 5 stars, followed by winshotx with 3 stars.
  46. Water resource monitoring dashboards18 entriesfirst seen 2025-05-23The cluster comprises web-based dashboards for monitoring and visualizing water resources, quality, and associated environmental data such as contaminated areas, fisheries, and dam levels. Its dated history is too thin to read a shape from, with only three dated entries prior to the index start, and the majority of members lacking source dates. Traction leaders are ENVIRON-X-Digital-Twin, Pvl_web, and nl-hydro-explorer, each showing zero activity stars.
  47. Online wagering platforms18 entriesfirst seen 2025-05-21The cluster consists of online platforms for placing bets on sports or virtual events, with users wagering on outcomes to win payouts. Five dated entries appeared sporadically from May 2025 to April 2026, showing no clear trend. AlternaPick leads traction with a single star, while other members show zero stars.
  48. Transportation cost & ROI calculators18 entriesfirst seen 2025-05-14This cluster consists of web-based calculators that estimate fuel savings, emissions reductions, payback periods, and ROI for vehicles, fleets, maritime vessels, and transportation projects. The dated history is too thin to read a shape from—only one dated entry exists before the index start, and most members are undated, indicating the cluster predates the index. Traction leaders include a yacht fuel voyage calculator, the Maritime Fuel Savings Calculator by Sofar Ocean, and an airless machine profitability calculator, though none show significant activity signals.
  49. Fitness tracking and workout plan web apps18 entriesfirst seen 2025-05-08This cluster covers web-based and installable fitness tracking and workout planning apps, offering exercise libraries, progress dashboards, and occasionally nutrition or AI coaching. Before index start, dated entries appear sporadically from Feb 2025 to Jun 2026, with the largest single month being Dec 2025 (4 entries) and no clear upward trend; 10 members lack source dates. Traction is led by legend-forge-fitness (1 star), while Fitness-Workout- and learn-fit-app each have 0 stars.
  50. School community messaging apps18 entriesfirst seen 2025-05-02This cluster focuses on private chat and messaging applications for school communities, including real-time communication among students, parents, and teachers, as well as PTA news distribution and event organization. The cluster's dated history is too thin to read a shape from because only two dated entries exist before the index start, suggesting it predates the index or most members lack source dates. Traction is minimal, with the top three products by activity signal (dementor, extrilo, SchoolChatApp-2) each showing 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.