PLATFORM • AUDIENCE

Verified human reach, including hard-to-reach.

The RIWI Platform's Audience module: open-web intercept (RDIT) reaches Consumer, B2B, and Healthcare populations panels can't deliver — fragile states, niche professionals, low-incidence segments, the underrepresented. 200+ countries. Verified by VerifyHuman. Authentic human signal the AI era can actually train on.

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WHO YOU CAN REACH

Built for every audience.

From general population to low-incidence professionals, RIWI's Audience covers the people most panels can't.

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Consumer

General population studies across 200+ countries, plus specific consumer segments, lifestyles, and demographic cohorts. Reach respondents who don't sign up for panels.

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B2B

Professionals across industries — buyers, decision-makers, niche specialists. Low-incidence roles panels rarely cover: pediatric oncologists, agricultural cooperatives, indigenous community leaders.

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Healthcare

Patient populations, healthcare professionals, and low-incidence conditions. Privacy-sensitive methodology by design — reach respondents traditional panels can't surface, without compromising on consent or anonymity.

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WHAT THE AUDIENCE IS

Three pillars of reach.

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01 — RDIT

Random Domain Intercept Technology. Sampling that meets respondents where they already are — across millions of websites and apps. No panel, no opt-in selection bias, no fatigue. The only way to reach populations no panel covers. • 200+ countries • No panel dependency • Random, not self-selected

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02 — Programmatic reach at volume

Millions of respondents available programmatically. For volume studies, longitudinal tracking, and scenarios where structured access is the right tool. Verification by VerifyHuman is built in. • Millions of respondents • 53+ countries with structured coverage • Built for volume and longitudinal work

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03 — Hard-to-reach

Fragile states, rural populations, niche professionals, low-incidence segments, indigenous communities, conflict zones. RDIT reaches them. Panels mostly don't. • Fragile and conflict states • Rural and low-density populations • Low-incidence and niche professionals

HOW IT WORKS

From visit to verified response, in seconds.

RDIT is a random sampling technology, not a panel. Respondents encounter survey invitations across a network of partner websites — randomly, anonymously, without prior recruitment.

Pre-survey verification runs in milliseconds: VerifyHuman's multi-signal liveness checks behavioral, device, and session signals before the respondent sees a single question. Bots are filtered. Fraudulent respondents are filtered. The data your study is built on is what's left.

No panel registration. No incentive selection bias. No survey fatigue. Random sampling, the way it's supposed to work — and the kind of authentic human signal AI workflows (model training, behavioral validation, decision-grade insight) can actually trust.

  • Random respondent encounter (RDIT)
  • Pre-survey verification (VerifyHuman)
  • Survey delivery
  • Data quality on first response, not post-cleaning
HOW YOU ACCESS IT

Four ways into the Audience.

Same verified humans. Four engagement modes for different teams and stacks.

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DIY

Self-serve via the RIWI Platform. Build a study, draw respondents, run the workflow yourself. Subscription pricing. Most insights teams start here.

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Integration

Persistent API into your stack. Power your own survey platform, agency tooling, or analytics with verified human respondents on demand.

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Ad hoc

Bespoke project access. Work with RIWI's research team for one-off studies, hard-to-reach populations, or methodology-led engagements.

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A la carte

Transactional, on-demand respondent buys. No platform subscription, no integration. Per-complete pricing for one-off needs.

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HOW WE COMPARE

RIWI vs. commodity panel providers

Commodity panels offer reused survey-takers. RIWI offers reach, verification, and quality that panels structurally cannot provide.

CapabilityRIWI AudienceCommodity Panels
Hard-to-reach populations
200+ country coverage
Behavioral respondent verification
Zero panel dependency
No professional survey-takers
REST API access
Postback URL integration
Per-complete pricing
Cross-study deduplication
Longitudinal panel access
WHO YOU CAN REACH

The populations panels miss.

When panels can't go somewhere, RDIT does. RIWI's Audience has been used to reach respondents in:

  • Fragile states — Syria, Afghanistan, Yemen, South Sudan
  • Rural populations — sub-Saharan Africa, rural India, Pacific Islands
  • Conflict zones during active conflict
  • Low-incidence professionals — pediatric oncologists, agricultural cooperatives, indigenous community leaders
  • Migrant populations — including documented and undocumented respondents in transit
  • Privacy-sensitive populations — health survey respondents, marginalized communities, anyone requiring extra care around identifiability

Most of this work is conducted for academic, NGO, government, and humanitarian clients. Some of it is the only quantitative data that exists for the population in question.

Request a quote for a hard-to-reach project
VERIFICATION INCLUDED

Every respondent verified by VerifyHuman.

Pre-survey fraud prevention is the default, not an upgrade. Every respondent in RIWI's Audience passes through VerifyHuman's multi-signal liveness check before they see a survey question.

31% of survey respondents in the wild are fraudulent. 99.8% of AI bots evade traditional attention checks. RIWI's Audience starts cleaner, so your study ends cleaner — without the discard rates, the post-hoc cleaning, or the doubt about which findings are real.

  • Multi-signal liveness on every respondent
  • Pre-survey, not post-hoc
  • Built in, not bolted on
How VerifyHuman works
VERIFY
DOCUMENTED METHODOLOGY

Open methodology, third-party standards, downloadable proof.

RIWI's Audience is documented to the depth ESOMAR, academic researchers, and procurement teams require. Methodology paper, panel book, and ESOMAR 32 answers are publicly available — and the deep data-quality story lives at /why/data-quality.

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ESOMAR 32

ESOMAR 32-question audit, with RIWI's answers covering methodology, sampling, quality control, and respondent management. The standard procurement teams ask for first.

Download ESOMAR 32→
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Panel book

Full description of audience composition, country coverage, sampling approach, quality controls, and project workflows. The reference doc for serious buyers.

Download panel book→
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RDIT methodology paper

Peer-reviewed methodology paper on Random Domain Intercept Technology — the patented sampling approach that powers the Audience module.

Read the paper→
WHO USES IT

Audience powers research across the industries that need it most.

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MR Agencies

When client briefs need country coverage no panel offers.

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CPG Brands

Cross-market studies with consistent methodology in 50+ countries.

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Government & NGOs

Fragile states, hard-to-reach populations, public-policy research.

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Survey Platforms

Power your own research tool with verified Audience via API.

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Reach the humans your study needs.

Sign up free and run your first study in the Platform. Or get a quote for ad-hoc projects, API integration, or transactional audience access.

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