unitQ
unitQ is an AI-powered quality intelligence platform that unifies customer feedback from 100+ channels into a real-time system of record. It serves enterprise product, engineering, CX, and leadership teams at category-leading brands, replacing fragmented point tools with one AI-driven platform.
- Company typePrivate
- Founded2018
- HeadquartersBurlingame, United States
- Headcount101–250
- GTM typeB2B
- OfferingSoftware
What unitQ does
unitQ is an AI-powered quality intelligence platform that unifies customer feedback from more than 100 channels and 100+ languages into a single, real-time system of record for enterprise product, engineering, CX, and leadership teams. Its offering is composed of six purpose-built products (monitorQ for customer intelligence, metricQ for business impact, competeQ for competitive intelligence, supportQ for agent and bot QA, interviewQ for AI-moderated research, and socialQ for social engagement), underpinned by agentQ, an autonomous AI engine that performs multi-layer classification, root cause analysis, and natural-language Q&A with citations, and anchored by the unitQ Score, a proprietary 0-100 KPI for app and product quality. The platform is built on a multi-tenant SaaS architecture on AWS (Amazon Kinesis Data Streams, Elastic Kubernetes Service, and OpenSearch), combining NLP, ML-based multi-tier taxonomies, anomaly detection, predictive analytics, generative AI, and real-time transcription. Native integrations with 60+ tools (Zendesk, Salesforce, Slack, Jira, Datadog, Snowflake, app stores, social platforms) embed unitQ into existing enterprise stacks.
The company, founded in 2018 and headquartered in San Francisco, sells primarily via an enterprise field-sales motion initiated through 'Get a demo' CTAs, with quote-based annual subscriptions and an optional on-premise deployment for regulated customers. A free, public unitQ Score lookup tool functions as a top-of-funnel self-serve acquisition mechanism. unitQ reports a marquee enterprise customer base that includes PayPal, Adobe, Pinterest, Bumble, DraftKings, Dropbox, Zendesk, Spotify, Uber, Lime, DailyPay, Udemy, and AllTrails, and has raised $41 million in primary funding led by Accel (Series B, 2021) and received a strategic investment from Zendesk Ventures in 2024. The company maintains SOC 2 Type II, GDPR, HIPAA, and ISO 27001/27017/27018 compliance, and recently introduced a unified AI Quality Intelligence platform positioning itself as a category-defining replacement for fragmented point tools.
unitQ firmographics
Firmographics- Name
- unitQ
- Legal name
- unitQ, Inc.
- Website
- https://unitq.com
- Company type
- Private
- Founded year
- 2018
- Operating status
- Operating
- Headcount range
- 101–250 employees
- Short description
- unitQ is an AI-powered quality intelligence platform that unifies customer feedback from 100+ channels into a real-time system of record. It serves enterprise product, engineering, CX, and leadership teams at category-leading brands, replacing fragmented point tools with one AI-driven platform.
- Ownership category
- akta.pro rank
unitQ industry classification
Industry- Product category
- AI Quality Intelligence
- NAICS
- Custom Computer Programming Services (541511), Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (51821)
- SIC
- Services-Computer Programming, Data Processing, Etc. (7370), Services-Prepackaged Software (7372)
- akta.pro primary industry
- Enterprise AI Data & Knowledge Platforms (Vector Databases, Knowledge Graphs) (HDAEANAH)
- akta.pro secondary industry
- Model Development & Training Platforms (AutoML, Notebooks, Feature Stores) (HDAEANAB)
Keywords
Where unitQ is headquartered
LocationHeadquarters
- HQ city
- Burlingame
- HQ country
- United States
- HQ region
- North America
Offices2 records
Markets served
unitQ business model
Business model- GTM type
- B2B
- Offering type
- Software
- Cost components
- Technology or R&D, Personnel, Marketing or Sales, Infrastructure, Operations
Revenue model
- Enterprise SaaS subscriptions: Primary revenue stream based on recurring subscription contracts sold to enterprise customers (PayPal, Adobe, Pinterest, Bumble, DraftKings, Dropbox, Zendesk, etc.) via a quote-based sales motion initiated through 'Get a demo' CTAs. Replaces multiple point tools, supporting land-and-expand dynamics as customers adopt additional products (monitorQ, metricQ, competeQ, supportQ, interviewQ, socialQ).
- Freemium unitQ Score lookup: Free self-serve unitQ Score lookup tool that prospects can use to assess any product's quality score, functioning as a top-of-funnel acquisition funnel that converts users into enterprise demo requests.
- Enterprise add-ons and on-premise deployments: Includes options for fully on-premise deployment of unitQ for enterprise customers requiring additional compliance and security flexibility, plus multi-product platform adoption as customers expand from monitorQ into the broader unitQ suite.
Pricing tiers
| Model | Billing | Price |
|---|---|---|
| Subscription | Annual | Enterprise subscription (quote-based) |
| Freemium | Pay-as-you-go | Free unitQ Score lookup |
Go-to-market motion4 records
Distribution channels4 records
Marketing channels7 records
unitQ product offering
Product offeringCore offering
unitQ is an AI-powered customer quality intelligence platform that ingests feedback from 100+ channels (app stores, support tickets, surveys, social, calls, in-app) and 100+ languages, then categorizes, scores, and analyzes it in real time using a proprietary multi-tier AI taxonomy and the agentQ autonomous AI engine. The platform is delivered as six purpose-built products (monitorQ, metricQ, competeQ, supportQ, interviewQ, socialQ) plus the unitQ Score quality KPI, sold via enterprise SaaS subscriptions to category-leading brands.
Product overview
unitQ's offering is a unified AI Quality Intelligence platform composed of six purpose-built products — monitorQ (customer intelligence), metricQ (business impact), competeQ (competitive intelligence), supportQ (agent and bot QA), interviewQ (AI interviews), and socialQ (social engagement) — that together capture, analyze, and connect every customer signal to business outcomes such as revenue, retention, and risk. The platform is underpinned by agentQ, an autonomous AI engine for real-time issue resolution, and is anchored by the unitQ Score, a real-time KPI that quantifies customer-perceived product quality. Together these modules replace fragmented point solutions with one system of record for quality measurement across 100+ feedback channels and 100+ languages.
Differentiator
Problem solved
Functional benefit
Brands
- monitorQ: AI-powered customer feedback intelligence that ingests, categorizes and analyzes customer feedback across every channel in real time.
- metricQ
- competeQ
- supportQ
- interviewQ
- socialQ
- agentQ
- unitQ Score
Products and services
- monitorQ AI-powered customer intelligence product that aggregates private and public customer feedback across 100+ channels, applies a custom multi-tier taxonomy for 100% categorization, performs root cause analysis, and surfaces real-time anomaly detection and alerts to Slack, Teams, and PagerDuty for product, engineering, and CX teams.
- metricQ AI-powered business impact intelligence that unifies customer feedback, behavioral data, and operational signals into a single platform to tie quality directly to revenue, retention, and risk KPIs in real time, ranking opportunities by measurable impact for product, engineering, CX, and marketing teams.
- competeQ AI competitive intelligence product that continuously ingests and categorizes competitor customer feedback across app stores, Reddit, review sites, and forums using a market-level taxonomy to benchmark quality, sentiment, and feature launches for product and strategy teams.
- supportQ AI-powered support quality assurance product that analyzes 100% of support conversations across voice, chat, email, IVR, bots, and ticketing platforms, scoring agents and bots against custom scorecards and mapping behavior to retention, CSAT, and revenue outcomes for support and QA leaders.
- interviewQ AI-moderated customer research product that runs adaptive voice or chat interviews across 100+ languages, then synthesizes themes, sentiment, quotes, and recommendations into executive-ready reports in minutes for UX research, product, and customer insights teams.
- socialQ AI social listening and engagement product that categorizes brand conversations across social channels by theme, sentiment, and urgency, drafts on-brand replies, and detects crisis spikes with 24/7 real-time alerts for social, marketing, and brand teams.
- agentQ Autonomous generative AI engine embedded across the unitQ platform that answers business questions in natural language using categorized, translated feedback data, with one-click citations to verify insights, and runs root cause analysis on emerging issues.
- unitQ Score Proprietary AI-generated KPI that scores any product from 0 to 100 based on customer feedback signals, providing a real-time measure of customer expectation versus experience and acting as the leading public benchmark for app and product quality, also available as a free public lookup tool.
Quantifiable outcome
- 10x faster than manual workflows
- +12 more outcomes
Companies that use unitQ
Customer profileNamed customers14 records
Segments5 records
Ideal customer profiles3 records
unitQ technology and API
TechnologyTechnology focussed Yes
API detail
- Has API
- Yes
- API docs
- API detail
Core technology
AI maturity
App detail
Integration69 records
AI capability12 records
Feature9 records
unitQ partnerships and signals
Strategic signalPartnerships
17 partnerships are on record, tiered core, supporting and flagship.
- Amazon Web Services (AWS)coreAWS is unitQ's primary cloud infrastructure provider and subprocessor for hosting customer data. unitQ's architecture leverages multiple AWS services, including Amazon Kinesis Data Streams (real-time feedback ingestion pipeline), Amazon Elastic Kubernetes Service (EKS) for redundant microservices, and Amazon OpenSearch Service for fast aggregation and dashboards. AWS also provides the ISO 27001/27017/27018 certifications underpinning unitQ's compliance posture.
- Google CloudsupportingGoogle Cloud is an infrastructure subprocessor used by unitQ for natural language processing workloads.
- Microsoft AzuresupportingMicrosoft Azure is an infrastructure subprocessor used by unitQ for AI services.
- ZendeskflagshipZendesk is a featured technology integration partner for unitQ, enabling ticket tagging and processing of customer support tickets through unitQ. The integration also enables analysis of trends from CSAT, chats, and sentiment to improve response times and satisfaction. Zendesk is both a customer of unitQ and an investor via Zendesk Ventures, deepening the partnership across GTM, product, and capital dimensions.
- Salesforce Service CloudcoreIntegration enables unitQ to ingest Salesforce Service Cloud support data, analyze it with AI to uncover trends, and deliver actionable insights that enhance service delivery and customer satisfaction.
- SlackcoreIntegration delivers real-time unitQ alerts and feedback processing into Slack channels, enabling teams to respond quickly and democratize feedback access across the business (highlighted by Bumble).
- Jira / Jira Service Management / Jira Data CentercoreIntegration enables unitQ to create Jira tickets to fix bugs, track development feedback via GitHub, and align service ticket data with unitQ insights for prioritized fixes and streamlined issue tracking.
- DatadogcoreFeatured integration that pairs Datadog operational metrics with unitQ customer feedback to identify performance bottlenecks, resolve issues faster, and deliver a seamless customer experience.
- SnowflakecoreIntegration centralizes customer feedback data in Snowflake, where unitQ's AI analyzes the data to surface trends, identify recurring issues, and enable informed decision-making.
- AmplitudecoreFeatured integration combines Amplitude user-behavior analytics with unitQ customer feedback to surface trends, prioritize enhancements, and align product decisions with user expectations.
- HubSpotsupportingIntegration ingests HubSpot conversations and surveys so unitQ can surface trends, improve communication workflows, and ensure consistent engagement across support channels.
- PagerDutysupportingIntegration enhances incident response by sending unitQ alerts to PagerDuty, helping teams address critical issues quickly, minimize downtime, and ensure seamless customer experiences.
- Microsoft TeamssupportingIntegration streams unitQ alerts into Microsoft Teams to streamline team communication workflows and ensure timely issue resolutions.
- App stores (Apple App Store, Google Play Store)coreunitQ integrates with Apple App Store and Google Play Store to ingest public app reviews, identify recurring feedback, highlight satisfaction drivers, and deliver insights that help optimize app experience and ratings.
- IntercomsupportingIntegration processes Intercom customer communication data into unitQ to improve engagement, identify recurring issues, and deliver personalized support experiences.
- ZapiersupportingFeatured integration that automates and connects almost any feedback source to unitQ, enabling faster responses and smarter decision-making.
- TrustpilotsupportingIntegration ingests authentic Trustpilot customer reviews into unitQ to identify satisfaction trends and address recurring concerns.
Scale indicators11 records
Recent moves6 records
Expansion highlights6 records
unitQ competitors and assessment
Company assessmentDirect peers
- Medallia: Enterprise customer experience and voice-of-customer platform that ingests feedback across channels (support, social, surveys, app reviews) and uses AI/NLP to deliver experience analytics. Most directly comparable to unitQ's unified feedback-intelligence and metricQ-style KPI linking, and is named in unitQ's own integration ecosystem.
- Qualtrics: Customer and employee experience management platform with AI-driven text analytics, survey, and feedback categorization capabilities. Direct competitor to unitQ's monitorQ and metricQ modules and a featured integration partner on unitQ's integrations page.
- Sprinklr: Unified customer experience management platform spanning social listening, care, and marketing analytics. Directly comparable to unitQ's socialQ and competeQ modules and listed as a unitQ integration partner, overlapping on social-channel feedback ingestion and AI categorization.
- Sprig: In-product user research and feedback analytics platform that combines in-app surveys, session replays, and AI-driven thematic analysis. Overlaps directly with unitQ's interviewQ and monitorQ for continuous customer research and feedback-to-insight workflows.
- Khoros: Digital customer engagement platform spanning social media management, online communities, and care. Directly comparable to unitQ's socialQ for social-channel feedback monitoring and listed as a unitQ integration partner for community-driven feedback ingestion.
Emerging players
- SentiSum: AI-native customer feedback analytics platform that automatically tags and analyzes support tickets, reviews, and surveys across channels. Targets the same use case as unitQ's monitorQ and supportQ with an LLM-native architecture, representing a fast-moving emerging competitor in AI feedback intelligence.
- Thematic: AI-driven customer feedback analytics platform that uses NLP to surface themes, sentiment, and drivers from surveys, reviews, and support data. Directly comparable to unitQ's monitorQ and metricQ capabilities but focused on thematic feedback analytics rather than a unified multi-product platform.
- Chattermill: AI-powered customer feedback intelligence platform that unifies surveys, reviews, support, and social data and applies ML-driven thematic and sentiment analysis. Comparable to unitQ's monitorQ and metricQ modules, with deep integrations into support and CRM stacks.
- Alchemer: Survey and customer feedback platform with AI-driven text analytics and workflow automation. Overlaps with unitQ's monitorQ for survey-based feedback capture and is listed as a unitQ integration partner for channel-agnostic feedback ingestion.
Broad incumbents
- Zendesk: Global customer experience and support software leader offering ticketing, AI agents, and quality tooling across its CX platform. UnitQ's strategic investor, marketplace host, and flagship customer; competes in adjacent territory via its own AI quality and CX analytics features and has the scale to bundle a comparable product.
Market position
Strengths5 records
Weaknesses5 records
Competitive moat5 records
Key risks6 records
Key highlights7 records
Customer concentration
unitQ social profiles
Digital presenceunitQ compliance and trust
Trust signalCompliance6 records
unitQ financial estimates
Financial estimateRevenue estimate
Valuation estimate
unitQ leadership team
Management profileNumber of profiles
Profiles4 records
unitQ funding detail
Funding detailFunding overview
Funding rounds4 records
Investors8 records
Funding detail is available on the Subscription and Enterprise plan.Contact sales →
unitQ M&A and investment
M&A and investmentM&A
Investments
M&A and investment is available on the Subscription and Enterprise plan.Contact sales →
Frequently asked questions about unitQ
What does unitQ do?
unitQ is an AI-powered customer quality intelligence platform that ingests feedback from 100+ channels (app stores, support tickets, surveys, social, calls, in-app) and 100+ languages, then categorizes, scores, and analyzes it in real time using a proprietary multi-tier AI taxonomy and the agentQ autonomous AI engine. The platform is delivered as six purpose-built products (monitorQ, metricQ, competeQ, supportQ, interviewQ, socialQ) plus the unitQ Score quality KPI, sold via enterprise SaaS subscriptions to category-leading brands.
Is unitQ a public or private company?
unitQ is a private company. It is classified as venture growth investor backed and is currently operating.
When was unitQ founded?
unitQ was founded in 2018. It employs 101 to 250 people.
Where is unitQ based?
unitQ is headquartered in Burlingame, United States, in the North America region.
How does unitQ make money?
Three revenue lines are on record. Enterprise SaaS subscriptions are the primary driver. The others are freemium unitQ Score lookup and enterprise add-ons and on-premise deployments.
Who are unitQ's main competitors?
Direct peers on record are Medallia, Qualtrics, Sprinklr, Sprig and Khoros. Emerging players are SentiSum, Thematic, Chattermill and Alchemer. Zendesk is listed as a broad incumbent.
Does unitQ have an API?
Yes. unitQ offers the unitQ Enrichment Data API (to enrich feedback from any source with metadata such as user attributes, platform details, and KPIs like CSAT and NPS) and the unitQ User Feedback Upload API (to seamlessly ingest feedback data from unique systems). Both are listed as native, user-facing integrations on the unitQ integrations page. A separate unitQ MCP Server was announced in May 2026 to bring unitQ's AI quality intelligence to AI agents teams already use.
What industry is unitQ in?
unitQ's product category is AI Quality Intelligence. Its primary akta.pro industry code is HDAEANAH, Enterprise AI Data & Knowledge Platforms (Vector Databases, Knowledge Graphs), with a secondary code of HDAEANAB, Model Development & Training Platforms (AutoML, Notebooks, Feature Stores). Its NAICS code is 541511 and its SIC code is 7370.