Human Feedback Collector

Prolific offers an API‑first platform for gathering high‑quality, real‑world data from a diverse participant pool. It provides fully managed collection, audience targeting, and access to domain experts, enabling quick, representative studies for AI development.

Collects feedback from 30+ sources, automatically classifies requests, complaints, and themes, and provides full‑context views. AI‑driven surveys adapt questions, translate answers, export user stories to Jira or Linear, track trends, and deliver Slack updates.

Humanly is an AI recruiting platform that automates candidate outreach, screening, scheduling, and interviews. Its AI tools handle continuous applicant engagement, structured interviewing, note‑taking, and talent CRM, streamlining pipelines and reducing time‑to‑hire for high‑volume hiring.

Voicepanel is an AI‑native research platform that lets teams design studies, instantly recruit from a 30 million‑user global panel, and collect voice, video, and text responses. It supports multi‑language prompts, real‑time analysis, and Slack integration for rapid insights.

Feeedbackr is an AI-driven tool that collects and analyzes user feedback through a simple button integration. It provides insights on sentiment, tracks spam, and helps teams prioritize development based on actionable user input.

Human or Not is a live chat platform where users engage in two‑minute conversations with random anonymous partners—human or AI—to determine authenticity. Unregistered play preserves anonymity; registration offers leaderboard, stats, and chat history.

Sense automates candidate outreach, scheduling, and real-time responses to cut time-to-hire by 55%, triple applicants for hard-to-fill roles, and improve interview show rates while integrating with ATS, calendars, and recruitment analytics.

The AI Human Generator is a tool that generates realistic full-body photos of human faces with customizable options using advanced AI for realism and animation creation. It's free for non-commercial use and has pricing options for commercial use.

Receptive AI enhances workplace psychological safety by enabling anonymous micro-feedback from employees. It integrates into existing workflows, providing tone analysis and tracking feedback trends to foster an inclusive environment that values every voice and improves retention.

Cycle consolidates feedback from Slack, Zendesk, Intercom, and surveys into a single workspace. Tagging assigns entries to product areas, topics, and roles; CRM sync maintains unified customer context. AI generates dashboards, and real‑time collaboration updates stakeholders via Slack or email.

Humantic AI offers a buyer‑intelligence platform that delivers quick company and stakeholder insights via browser extensions and an Outlook app. It automates account and people research, enabling sales teams to create targeted outreach, shorten deal cycles, and improve pipeline quality.

SurveySparrow gathers survey responses from email, social media, web widgets, and messaging apps. It applies NLP to produce actionable insights for marketing, product, sales, and support teams, while ticketing and reputation tools close feedback loops in real time.

Photofeeler lets users upload business, social, or dating photos and receive scores on competence, likability, attractiveness, and dateability from real people. The platform offers actionable comments, privacy controls, and rapid voting options to improve online image impact.

UserCue offers AI‑moderated interviews that gather data from up to 1,000 participants in one hour. It customizes agents within 24 hours, distributes via a single link, and delivers structured reports minutes after the deadline.

TinyHumans is a platform for building practical AI products and personal assistants, offering OpenHuman for individual workflow support and Neocortex for production-grade memory infrastructure. It emphasizes privacy, simple integration, and low-latency retrieval to accelerate team decision-making an

folk consolidates contact, email, calendar, and social media data into a single source, offering AI assistants for conversation analysis, auto‑summaries, and follow‑up drafts. It supports 1‑click LinkedIn enrichment, bulk updates, automated outreach, and integrates with Gmail, Outlook, WhatsApp, and

InterviewAI is an AI interview platform that generates real‑time, job‑specific questions, scores mock interviews, and tracks progress. It streamlines scheduling, stores candidate notes, and provides bias‑reduced, data‑driven insights for recruiters and students.

HumanLayer is an open-source IDE and orchestration layer for AI coding agents, managing parallel Claude Code sessions, multiclaude workflows, worktrees and remote workers, with context-engineering tools, session replay, workflow templates and GitHub-integrated code-review automation.

Hubble is an enterprise user research platform that enables UX and product teams to conduct a wide range of studies, from usability tests to interviews, and recruit targeted participants. It accelerates the research workflow with AI-assisted tools for study creation, analysis, and automated reportin

Hirebee is an applicant tracking system that automates recruitment workflows, distributes openings to 3,000+ global job boards, and integrates candidate sourcing. Machine‑learning screening reduces bias and shortens time‑to‑hire, while CRM, collaboration, analytics and customizable pipelines support

Hire Truffle is an AI tool that simplifies candidate screening with audio-based one-way interviews, reducing bias and enhancing engagement. It offers smart summaries of essential values and competencies, making screening more efficient and effective.

Yasna.ai automates the interviewing process by managing human consent and streamlining data collection. It features customizable templates, automated scheduling, and analytics for response patterns, aiding HR professionals in enhancing hiring strategies and candidate evaluation.

ThumbsUp centralizes real‑time user feedback, bug reports, and praise on a shared board. Sentiment analysis and keyword trends surface emotions and emerging concerns, while AI‑driven suggestions turn data into prioritized improvement ideas for product teams.

Data Services by Clickworker provides a crowdsourced platform for data collection, validation, labeling, and categorization, assigning microtasks to a global workforce. It delivers scalable, ISO 27001‑compliant results and transparent workflow tracking for AI training and market research.

Happily.ai is an AI-powered platform that enhances employee engagement through pulse surveys, feedback mechanisms, and real-time analytics, promoting a positive workplace culture and enabling leaders to make informed decisions for team performance and recognition.

medallia.com is an AI-powered experience management platform that captures omnichannel feedback and analyzes it to provide real-time insights. It enables teams to automate issue resolution, orchestrate personalized actions, and operationalize improvements across customer and employee journeys.

Re-View allows you to conduct surveys with video survey forms, capturing emotions and insights from participants.With Re-View, you can collect more and better data, and conduct research at scale. The tool offers a range of features for UX researchers, product managers, founders, marketers, creators,

HiFiveStar centralizes review collection, monitoring, and response across 40+ platforms with AI‑powered auto replies and request generation via email, SMS, WhatsApp, or QR. It tracks sentiment, manages private negatives, and showcases positives on sites or social media.

Canny is a customer feedback management tool that centralizes user input, streamlines feature request tracking, and integrates with project management platforms. It helps teams make informed decisions and communicate updates through customizable roadmaps and changelogs.

Humley delivers context‑aware, hallucination‑free AI assistants powered by large language models, integrating enterprise knowledge bases across web, voice, and live‑agent channels. It extends to agent and telephone support, cutting effort, improving experience, and scaling operations.

UserCall is an AI tool for automated voice interviews that captures detailed qualitative user insights. It streamlines research logistics, offers multi-language support, and utilizes expert methodologies for in-depth understanding of customer perceptions and behaviors.

Face Generator produces real‑time photo‑realistic faces with adjustable gender, age, emotion, skin tone, hair, and accessories. Using a licensed studio‑captured dataset, it outputs high‑resolution, full‑body images and offers API access for design, e‑commerce, research, and simulation workflows.

Haire uses AI to streamline recruitment: automated candidate sourcing, avatar‑led video screening, bias‑aware matching, and detailed analytics. Recruiters quickly filter applicants, reduce hiring time, while job seekers receive personalized alerts and real‑time status updates.

TalentRecruit streamlines hiring with AI‑driven sourcing, a virtual recruiter, and automated interview scheduling. It offers bias‑free ranking, multi‑channel posting, rule‑based offer templates, digital signatures, real‑time status tracking, branded onboarding portals, and an analytics dashboard for

WriteHuman AI Humanizer refines ChatGPT, Claude, Gemini, and Deepseek outputs into natural prose, preserving the author’s voice. It offers readability scanning, AI detection, multiple variations, word‑count control, and web/API access for batch workflows.

Branded Research offers AI‑verified consumer data via a real‑time audience API, recruiting participants from 100+ segments with 95%+ accuracy. It supports qualitative webcam studies, emotional AI, and quantitative surveys, delivering granular profiling for data‑driven product and marketing decisions

ManageBetter uses AI to automate performance reviews, offering one‑click generation, analytics, 360° feedback, milestone tracking, coaching tools, and real‑time 1:1 scheduling, cutting review time by up to 80% while centralizing data for actionable insights.

BrightHire automates first‑round interviews with an AI interviewer, records and transcribes sessions, and produces real‑time interview guides, scorecards, and candidate summaries. It integrates with ATS, video platforms, Slack, Teams, and email, and offers analytics, coaching, and compliance control

Synthetic Users generates AI‑driven participant interviews that mimic real user behavior for rapid discovery, concept testing, and continuous insight. Using OCEAN‑based personas, it eliminates recruitment overhead, maintains 85‑92 % thematic parity, and is SOC 2 compliant.

Enterpret aggregates customer feedback from over 50 sources, automatically classifies it into evolving themes, and links each item to product, revenue, and customer data. AI dashboards and workflow connectors surface trends, trigger alerts, and enable contextual follow‑ups in Jira.

Voiceform enables users to create surveys in voice, audio, video, and text formats, facilitating diverse feedback collection. It enhances engagement and response rates, providing valuable insights for businesses, researchers, and educators while integrating easily into existing workflows.

Covey automates candidate sourcing, screening, and outreach using role‑specific AI bots, cutting recruiter screening time by 20×, lowering cost‑per‑hire, and integrating with ATS and CRM for seamless shortlisting, scheduling, and pipeline visibility.

TapTalent.ai streamlines recruitment by providing access to over 800 million professional contacts, advanced filtering options, and a unified inbox for communication. Its AI-driven assessments and multi-channel campaigns enhance candidate sourcing and evaluation efficiency.

Bee is a wearable personal AI that captures conversations and tasks, providing insightful summaries. It learns user preferences, offers reminders, supports over 40 languages, and features a long battery life with a modular design for convenient wear.

Humanlinker automates prospecting and integrates with CRMs (HubSpot, Salesforce, Dynamics) and email/calendar services (Outlook, Gmail, Google Calendar, Slack, Teams). It generates personalized sales copy, enriches leads, detects buying signals, and streamlines multichannel outreach with unified inb

Formshare is an AI-driven form builder that allows users to create interactive online forms through natural language input. Features include unlimited responses, multilingual support, and integrations with apps like Google Sheets, enhancing data collection efficiency.

WellHR is an AI-driven platform that collects anonymous employee feedback through chatbots and surveys, provides 24/7 personalized support, and offers analytics to help HR teams enhance workplace well-being and engagement without compromising privacy.

ChattySurvey is an AI‑powered platform that creates conversational surveys, automatically generating personalized follow‑ups to boost response rates. It delivers real‑time sentiment analysis, root‑cause insights, and actionable recommendations for product, marketing, and support teams.

Trugen AI provides low-latency conversational video agents with real-time facial avatars (Huma-1) and vision-based emotion/action recognition (Hawkeye-1), plus APIs to integrate knowledge bases and automate synchronized audio-visual support, demos, and training.

AI‑powered roleplay coach for managers, sales teams, and new hires. It simulates performance reviews, sales pitches, and executive briefings, delivering real‑time, science‑based feedback on tone, filler words, and body language. Includes GDPR‑compliant video replay and customizable frameworks.