What Milieu Insight does

Milieu Insight is a Singapore-headquartered consumer data and analytics company founded in 2016 that operates an end-to-end market research platform serving consumer brands, advertising and media agencies, and media companies. The company's core product is Canvas, a unified quantitative research platform that combines sampling, survey design, real-time monitoring, significance testing, and AI-powered text analytics. This is supplemented by Portraits (real-time audience profiling with access to over 2 million Southeast Asian panel members), Sample Supplies (audience reach across 150+ countries), full-service Market Research support, Omnibus shared-cost polling, and the newer Campaign Intelligence module for campaign performance tracking. Data is collected through a proprietary mobile application (Milieu Surveys) and a curated panel network spanning six Southeast Asian markets (Singapore, Thailand, Vietnam, Indonesia, Malaysia, Philippines), with expansion into the US (New York office) and UK (Kerry McLaren appointed as UK CEO in February 2025).

Milieu Insight monetizes through a hybrid model combining subscription-based SaaS access to Canvas, usage-based sample services, professional services for full-service research projects, and Omnibus shared-cost surveys. Pricing is quote-based for enterprise clients with no publicly disclosed tiers, distributed through both direct enterprise sales (with dedicated regional sales contacts and a New York presence) and a self-serve platform. The company employs 51-100 people across offices in Singapore (HQ), Bangkok, and New York. Its customer base includes notable enterprise names such as Dentsu, EY, Coca-Cola, Twitch, Riot Games, Schneider Electric, Lazada Group, Klook, FedEx, and F&N, spanning advertising, gaming, streaming, logistics, e-commerce, energy, and beverage verticals.

The company is privately held and venture-backed, having raised approximately $8.13M across disclosed rounds in 2018 ($730K), 2019 ($2.4M led by MassMutual Ventures), and November 2021 ($5M led by MassMutual Ventures Southeast Asia). It holds ISO 27001 certification and states PDPA compliance for Singapore data processing. The Milieu For Good initiative extends pro-bono research to non-profits and social enterprises, including partnerships with Access Singapore, SCWO, Care, Aware, and others, supporting UN SDG-aligned social impact research. Recent strategic activity through 2025-2026 includes senior leadership appointments for UK and Southeast Asia, continued geographic expansion, and the Campaign Intelligence product launch.

Name

Milieu Insight

Legal name

Milieu Insight Pte. Ltd.

Website

https://mili.eu

Company type

Private

Founded year

2016

Operating status

Operating

Headcount range

51–100 employees

Short description

Milieu Insight is a Singapore-headquartered consumer data and analytics company that operates an end-to-end market research platform (Canvas) with a 2M+ proprietary Southeast Asian panel, serving consumer brands, advertising agencies, and media companies across 150+ countries.

Ownership category

akta.pro rank

Product category

Consumer Market Research Software

NAICS

Marketing Research and Public Opinion Polling (541910)

SIC

Services-Engineering, Accounting, Research, Management (8700)

akta.pro primary industry

Survey, Panel & Fieldwork Services (BPAHALAJ)

akta.pro secondary industries

Data Analytics Integration & Insight Platforms (Research Ops, Dashboards, Insight Repositories) (MPAAALAO), Industry & Sector Research (Syndicated/Custom) (BPAHALAE)

Keywords

• Consumer market research
• Survey platform
• Audience profiling
• Panel sampling
• Consumer insights analytics

Headquarters

HQ city

Singapore

HQ country

Singapore

HQ region

Asia

Offices3 records

Markets served

GTM type

B2B

Offering type

Software

Cost components

Personnel, Technology or R&D, Marketing or Sales, Operations, Infrastructure

Revenue model

1. Platform Subscriptions (Canvas): SaaS platform access for market research with team collaboration features, real-time monitoring, and analytics capabilities. Pricing appears quote-based for enterprise clients.
2. Market Research Services: Full-service research projects managed by award-winning research experts from survey design to respondent recruitment, fielding, and result reporting.
3. Sample Services: Access to panel audiences in 150+ countries with sampling and quota management capabilities.
4. Omnibus Services: Quick turnaround survey services to test concepts, gauge public sentiments, or guide quick decisions.

Pricing tiers

Go-to-market motion2 records

Distribution channels2 records

Marketing channels4 records

Core offering

Milieu Insight operates a proprietary consumer data and analytics platform built around Canvas, an end-to-end survey and market research SaaS product that unifies quantitative research workflows. The company combines a proprietary mobile-app-based panel network of more than 2 million Southeast Asian consumers with software products (Canvas, Portraits, Sample Supplies, Campaign Intelligence, Omnibus) and full-service research delivery, enabling brands, agencies, and media companies to design surveys, access profiled audiences in 150+ countries, and analyze responses via AI-powered text analytics.

Product overview

Milieu Insight offers a unified portfolio of market research and consumer analytics solutions organized as a platform-plus-modules architecture. The core offering consists of Canvas, an end-to-end survey and market research platform that serves as the central hub, supplemented by Portraits for real-time audience profiling and Sample Supplies for global audience reach. Additional products include Market Research for full-service research support, Campaign Intelligence for tracking marketing performance, and Omnibus for shared-cost polling. The company also operates Milieu Surveys, a proprietary mobile app used for data collection from panel members. Together, these products enable businesses to access, analyze, and visualize consumer opinion data across Southeast Asia and globally.

Differentiator

Problem solved

Functional benefit

Products and services

• Canvas End-to-end survey and market research SaaS platform that unifies the full quantitative research supply chain for brand, agency, and media research teams. Includes team collaboration, sampling and quota capabilities, significance testing, real-time survey monitoring, email cleaning, and AI-powered text analytics.
• Portraits Real-time audience profiling solution providing 24/7 on-demand access to insights across thousands of consumer profiles, with Z-scores analysis, custom filters, ability to re-contact target audiences, and access to over 2 million Southeast Asian panel members.
• Sample Supplies Audience reach service that distributes surveys to target audiences in over 150 countries, with precise sampling and quota-setting features, rapid responses, tailored online panel solutions, and complete control with security features.
• Market Research Full-service market research offering where award-winning in-house research experts manage end-to-end projects from survey design through respondent recruitment, fielding, and result reporting, with access to global and local expertise.
• Campaign Intelligence Solution that enables brands to track and measure the effectiveness of their marketing campaigns, providing campaign performance monitoring and evaluation.
• Omnibus Survey solution for testing concepts, gauging public sentiment, and guiding quick decisions, allowing efficient polling of specific demographics at reduced costs by sharing survey costs among multiple clients.

Quantifiable outcome

• 100+ million surveys completed to date
• +2 more outcomes

Named customers16 records

Segments4 records

Ideal customer profiles3 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability2 records

Feature5 records

Partnerships

Eleven partnerships are on record, tiered core, major and minor.

• Access SingaporecoreStrategic or Co-development Partner · 1 January 2027Access Singapore partnered with Milieu Insight to develop a National Social Capital and Opportunity Index launching in early 2027. The study will measure disparities in social capital and access to opportunities to inform policies addressing slowing social mobility in Singapore. Data collection begins July with findings to be published to identify areas for intervention.
• FedExmajorStrategic or Co-development Partner · 1 September 2025FedEx partnered with Milieu Insight for an Asia Pacific sustainability survey conducted in September 2025. Findings showed 80% of APAC SMEs factor environmental concerns into cross-border trade decisions, with 84% of consumers pushing businesses for eco-friendly options.
• Singapore Council of Women's Organisations (SCWO)coreStrategic or Co-development Partner · 1 June 2022SCWO partnered with Milieu Insight for a joint study on retirement planning needs of Singapore's 'Tomorrow's New Old' (ages 52-62). Survey of 500 respondents conducted via Milieu's proprietary panel under the Milieu For Good initiative. Study findings informed recommendations across Personal, People, Private, and Public spheres for healthy aging.
• CareminorStrategic or Co-development PartnerNon-profit partner under Milieu For Good initiative, focusing on psychological safety workplace research showing 45% of SEA employees feel psychological safety is poor or non-existent.
• Caregiver AllianceminorStrategic or Co-development PartnerNon-profit partner under Milieu For Good initiative, collaborating on mental health caregiver campaign that shattered stereotypes showing 1 in 4 Singaporeans provide support for someone with mental health condition.
• AwareminorStrategic or Co-development PartnerNon-profit partner under Milieu For Good initiative, collaborating on workplace discrimination survey revealing 1 in 2 experienced workplace discrimination in Singapore over the past five years.
• Calm CollectiveminorStrategic or Co-development PartnerMental health non-profit partner under Milieu For Good initiative.
• Mandai Wildlife GroupminorStrategic or Co-development PartnerWildlife and nature park operator partnered for social impact research under Milieu For Good.
• MagnitemajorStrategic or Co-development PartnerMagnite collaborated with Milieu (Milieu Insight) on research for Japanese consumers showing 89% regularly engage with ad-supported media environments. Study of 800 digitally connected consumers estimates 94 million Japanese consumers access open internet platforms regularly.
• FemTech Association AsiamajorStrategic or Co-development PartnerMilieu Insight and FemTech Association Asia announced 2026 collaboration with a new consumer study, building on previous partnership for women's health and empowerment research.
• Morgan StanleyminorOthersMorgan Stanley announced a three-year partnership with Access Singapore (Milieu Insight's research partner) to support around 300 junior college students from disadvantaged backgrounds through career exposure and mentorship programmes.

Scale indicators5 records

Recent moves6 records

Expansion highlights6 records

Broad incumbents

• GfK (NielsenIQ): Global consumer research and market intelligence firm (now part of NielsenIQ). Competes with Milieu on enterprise consumer insights, particularly for FMCG, retail, and technology buyers across global markets.
• Nielsen: Global measurement and consumer insights incumbent with consumer panels and audience measurement products. Competes with Milieu for large FMCG and advertiser research budgets, particularly as Nielsen expands digital-first consumer research capabilities.
• Kantar: Global market research and consumer insights firm with strong brand tracking and consumer panel products. Directly comparable on enterprise consumer research engagements with major brands like Coca-Cola and Schneider Electric, which are also Milieu customers.
• Qualtrics: Enterprise survey and experience management platform (SAP-owned) with broad research workflow capabilities. Competes with Milieu's Canvas platform on enterprise survey infrastructure and AI-powered analytics, particularly for large multinationals.

Direct peers

• YouGov: Global market research and consumer insights company operating proprietary panels across multiple countries. Most directly comparable to Milieu Insight; Milieu's UK CEO Kerry McLaren was previously Head of Commercial UK at YouGov, signaling direct competition for the same enterprise research buyers in the UK and US markets.
• Toluna: Online consumer panel and market research technology provider operating globally. Directly comparable on panel-as-a-service and end-to-end survey technology offerings, with a comparable focus on rapid-turnaround consumer insights.
• Dynata: One of the world's largest first-party data and insights platforms with extensive global online panels. Directly competes on sample supply, audience profiling, and survey technology for enterprise research buyers.

Emerging players

• Pureprofile: APAC-headquartered consumer data and insights platform with proprietary panels. Comparable regional peer in the SEA and Australia consumer research market, with a similar blend of panel assets and research technology offerings.
• Suzy: Real-time consumer insights platform combining proprietary panel access with AI-powered research workflows. Comparable on the technology-led research platform model targeting enterprise brand and agency customers.
• Prolific: Online participant recruitment and research panel platform with global reach. Comparable on the panel/sample supply side of Milieu's Sample Supplies product, though more focused on academic and professional research participants.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks6 records

Key highlights7 records

Customer concentration

Compliance2 records

Revenue estimate

Valuation estimate

Number of profiles

Profiles8 records

Funding overview

Funding rounds3 records

Investors3 records

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Milieu Insight