Alternatives to Zefi

Feedback boards, surveys, roadmaps, and changelogs in one AI-assisted system for product teams

Marvin is an AI-native customer insights platform that runs AI-moderated interviews and delivers cited answers from your research repository.

AlphaSense turns 500M+ premium finance documents into cited, traceable market intelligence for investment, strategy, and legal teams.

UserTesting AI pairs a 6M+ participant panel with AI synthesis so enterprise teams can turn real human feedback into UX decisions faster.

Free AI social listening that turns up to 3 public X profiles into plain-language pattern summaries.

AI market research platform that turns a topic into a structured, source-cited report in about five minutes.

In-app feedback widget that collects ratings, screenshots, and video, then uses Olvy AI to summarize and classify the responses.

A daily competitor-intelligence email for local businesses, built from public pages your rivals publish.

AI feedback analysis that turns customer reviews, tickets, and interviews into product decisions

AI interviewer that runs adaptive customer conversations by voice or text

TheyDo Journey AI is an AI agent that reasons over the journeys, phases, and insights already structured in your TheyDo workspace — and cites every answer back

AI call analytics and coaching platform that scores every conversation and guides reps in real time.

Social listening and media monitoring across 1 billion sources for PR, brand, and competitor tracking — monitoring and analytics only since the Agorapulse

AI-native Customer Experience Management platform unifying service, social, marketing, and insights for large enterprises.

EchoHerd is an open-source multi-agent social propagation simulator that forecasts narrative drift with a local LLM backend.

Visionari collects customer feedback from your site, email, and surveys, then uses AI to rank what to build next.

Squad AI turns customer feedback, tickets, and product analytics into a prioritized, defensible roadmap using a squad of AI agents.

Monterey AI — now Reforge Insight Analytics — aggregates customer feedback from calls, chat, reviews, and Discord, then classifies and prioritizes it for

Inari is an AI-native feedback analytics platform that classifies, clusters, and revenue-weights customer feedback, then pushes prioritized issues into Jira

Privacy-first, lightweight web analytics — a simple, cookie-free Google Analytics alternative.

Chattermill unifies multi-channel customer feedback into AI-ready customer intelligence your teams and AI agents can query.

Enterprise social listening and consumer intelligence suite combining social, search, and media data with Iris AI analysis.

Social media management platform with Trellis AI, unified inbox, publishing, analytics and listening

AI fashion trend forecasting that quantifies prints, colors, fabrics and shapes up to 24 months ahead from social imagery.

Hotjar is now Contentsquare — free behavior analytics with heatmaps, session replay, surveys, and AI insights for 200k sessions a month.

PostHog is an all-in-one product platform: analytics, session replay, error tracking, feature flags, experiments, surveys, and a managed data warehouse with a

Product growth platform uniting analytics, in-app engagement, feedback, and session replay in one suite.

AI-native CX intelligence that reads every customer conversation and prices each root cause in dollars.

Eppo, now Datadog Experiments, runs warehouse-native A/B testing and feature flagging on Snowflake, BigQuery, Databricks and Redshift.

Brand24 tracks your brand across 25M+ online sources with AI sentiment, AI Visibility for LLM mentions, and automated reports.