Fanziz delivers sports and esports news, live scores, fan content and interactive games. Entertainment is the strongest category, while the Star icon best represents fandom, favourite teams and featured content.

NomBot is a location-based decision tool that recommends nearby restaurants based on the user’s tastes and cravings. Utilities is the closest available category because no Food & Drink category is offered. The Globe icon best represents local restaurant discovery.

AI Applyd MCP streamlines job searching through résumé scoring, vacancy analysis, cover-letter creation, interview preparation and verified job applications. Productivity is the best category, while User Friends most closely represents employment, recruiting and professional connections.

Sniploom provides practical browser-based image and PDF tools, including private photo enhancement. Utilities is the most accurate category, while the Star icon best represents photo enhancement and visual improvement.

FitForge tracks workouts, adjusts training plans and changes nutrition targets according to each training day. Health & Fitness is the exact category, while the Heart icon best represents exercise, nutrition and physical well-being.

SeqBench is a specialised scientific platform for molecular biology research and laboratory design, including CRISPR, primers, cloning and sequence analysis. Among the available categories, Education is the closest fit for its academic and research-focused purpose. The Graduation Cap icon best represents science, research and laboratory learning.

DeBunkered is an emergency-preparedness utility for locating verified shelters and bunkers worldwide. Utilities is more accurate than Travel because the primary purpose is safety, not tourism. The Globe icon represents its worldwide location coverage.

PREFLIGHT helps makers prepare products for launch by reviewing their GitHub repository and landing page, calculating a readiness score and generating Product Hunt copy. Productivity is the best category, while the Rocket icon directly represents product launches.

TruthLens is a source-verification and media-analysis utility that traces online stories back to their original reporting. Utilities is the closest category, while the Globe icon best represents news, online media and worldwide information.

ScreenExplain is a Windows utility that identifies, translates or explains anything selected on the screen. Utilities is the most accurate category, while the Rocket icon represents fast, AI-powered assistance.

Adorely creates collaborative birthday pages that friends and family can contribute to and share through one link. Social Media is the closest available category because its main purpose is social connection and shared messages. The Heart icon best represents love, celebration and meaningful memories.

Ravecho lets users learn about historical figures through voice conversations grounded in biographies, speeches and historical records. Its family-history preservation features also support learning across generations. Education is more accurate than Entertainment, while the Graduation Cap represents history and interactive learning.

SelfSM helps ghostwriters and agencies create, approve, plan and schedule social media content for multiple clients. Social Media is the most accurate category, and the User Friends icon represents client collaboration and multi-account management.

ClaritX provides stock, ETF and fund research, asset rankings and portfolio simulations for retail investors. Finance is the exact category, and the Wallet icon best represents investing and portfolio management.

Capsy is a focused macOS utility that keeps a Mac awake so AI agents, scripts and other background tasks can continue running. Utilities is the most accurate category, while the Rocket icon best represents uninterrupted workflows and automation.

Auction Search helps buyers find and monitor auction listings across eight marketplaces, including eBay. Shopping is the most accurate category, and the Shopping Cart icon directly represents marketplace discovery and purchasing.

Shiritai helps Japanese learners practise reading, understand grammar, translate vocabulary and identify kanji and JLPT levels. Education is the exact category, and the Graduation Cap icon clearly represents language learning.

The app teaches children to draw and trace shapes, letters and numbers while learning alongside a parent. Education is the most accurate category, and the Graduation Cap icon clearly represents early learning and skill development.

Lead Recorder is a marketing attribution and lead-tracking tool that helps businesses identify which advertising campaigns, keywords and social posts generate enquiries. Productivity is the closest category, while the Rocket icon represents marketing performance and business growth.

Debate-Verdict evaluates investment trades using Bull, Bear and Judge AI agents backed by financial-market data. Finance is the exact category, and the Wallet icon best represents investing and financial decision-making.

Fincend is specifically designed for recording expenses, managing monthly budgets and reviewing spending patterns. Finance is the exact category, and the Wallet icon directly represents personal money management.

MergeWarden is a developer utility that checks AI-generated pull requests for scope violations, configuration drift and permission escalation. Utilities is the closest available category, while the Rocket icon best represents developer tooling, automation and deployment workflows.

ReadyCSV is a specialised browser utility for checking, repairing, mapping and exporting HubSpot contact CSV files. Its core purpose is data preparation, so Utilities is more precise than Productivity. The Rocket icon best represents faster, import-ready workflows.

Dagomi helps small teams manage sales enquiries, prepare offers, book appointments and follow up with customers. This makes Productivity the most accurate category. The User Friends icon best represents customer relationships, sales communication and team-assisted workflows.

The app’s primary function is improving concentration and managing study or work sessions with binaural beats, ambient audio and a Pomodoro timer. Productivity is more accurate than Health & Fitness or Entertainment, while the Graduation Cap icon clearly represents studying and focused learning.

Sonata helps pianists learn songs by automatically converting music into playable piano sheet music with synchronised playback. Although it has utility and entertainment elements, its strongest purpose is music learning and practice.

ClipPad is a workplace knowledge-management and collaboration platform. It helps teams capture, organise and search company knowledge, so Productivity is the most accurate category. The User Friends icon best represents teamwork, meetings and shared organisational knowledge.

Conductor is a founder-focused execution and workflow automation platform. It converts strategic ideas into decisions, delegated tasks, and scheduled research across tools such as Linear and Slack.

Weave Context Skills is a developer-productivity tool that helps AI coding agents understand repositories, navigate engineering documentation, and reuse project-specific knowledge. Since Developer Tools is unavailable, Productivity is the most accurate category.

qRaptor is an application-development and execution platform for building, managing, and deploying production-ready apps and AI agents. Since there is no dedicated developer-tools category, Productivity is the most accurate available classification.