We hear
what the
world wants.

Verilian is a social intelligence company. We read billions of unfiltered human signals — what people actually say, do, struggle with, and reach for — and turn them into a living understanding of human behavior. So you see what the world wants before the world can put it into words.

What do we do.

Verilian listens to thousands of data sources, understands human behavior, and translates it into solutions — apps, software, products and bespoke programs that ship.

How do we do it

01 / DEFINE

Define the ontology

A structured model of the language of a space. People, products, places, niches, formats, jobs-to-be-done — the vocabulary the market actually uses.

root people topics products
02 / WATCH

Watch the activity

Our agents observe millions of videos, posts, threads, reviews and queries — across creators, platforms, languages and time zones — without sampling.

03 / EXTRACT

Extract entities & relationships

Every signal is parsed into typed entities and edges — products, pains, workarounds, sentiment, intent. Noise is dropped; structure is kept.

person:freelancer_us pain:tax_complexity tool:turbotax workaround:spreadsheet intent:switch sentiment:-0.62 jurisdiction:CA topic:1099_K demand:ai_filing price_anchor:$199 format:short_video platform:youtube niche:solo_consultant trend:rising cohort:25_34
04 / MAP

Map the market live

Entities become a living graph. As the world shifts, the map shifts. You see what is rising, fading, fragmenting — and where new demand is coalescing.

Live market map — clustered demand graph

One engine. Pointed at the markets that matter to you.

S/01 · GOVDEPLOYED

Government

Surface unstructured citizen demand at scale — services, frustrations, policy gaps — and translate it into briefs decision-makers can act on. Citizen demand, made measurable.

policy public services civic intelligence
S/02 · CSMDEPLOYED

Consumer & Retail

Watch how products live in the wild — workarounds, hacks, emerging niches, retiring categories. Build the next SKU on what people actually do, not what surveys say they intend to.

CPG DTC retail buyers
S/03 · HLTPILOT

Healthcare

Listen across patient communities, providers and payers. Quantify lived experience around therapies, diagnostics and aftercare — with structure that survives clinical and commercial review.

pharma payers digital health
S/04 · MEDDEPLOYED

Media & Creators

Decode why some content compounds and most doesn’t. Surface format-fit, niche saturation, and audience drift in time to act — across platforms, languages and creator tiers.

studios platforms creator economies
S/05 · VCOPRIVATE

Venture & Holdcos

For funds and operator-led holdcos: a continuous machine that surfaces validated demand, ranks bets, and lets you launch many, kill fast — and only deploy human operators after traction.

venture holdcos studio operators
S/06 · FINDEPLOYED

Financial

Map household, SMB and enterprise financial demand in real time. Detect emerging product needs, friction with incumbents, and pricing tolerance — before they show up in a quarterly survey.

retail banks fintech PE / hedge funds

A live console for the world’s demand.

Watch demand form, harden, and dissolve. Every signal traces back to its source. Every cluster is an answerable question. Every brief is something a team can ship against on Monday.

verilian.console
ontology / consumer-fin-us
briefs / new
● live

Demand cluster · "AI tax filing for freelancers" EMERGENT · SP 0.91

2,418+312%
Mentions / 7d
0.91
Signal score
$199±$80
Implied price
14+5
Sub-niches
Signal velocity · 90d
cluster adjacent baseline

The clearest read of human behavior, ever assembled.

Surveys ask. Verilian observes. We listen to how people actually talk, search, vent, and act — across the entire open web — and turn that raw human behavior into a living, structured understanding of what the world wants and why.

What the world wants now

We perfect the detection layer — turning the world’s unstructured demand into a live, queryable map.

What it wants next

From detection to prediction. We model how demand forms, fragments and migrates — anticipating the next cluster before it crystallises.

An engine for institutions

License the engine to organisations with reach. They have distribution. We give them a live system for knowing what to build, launch or fund next.

Stop guessing what to do.
Let the world tell you.

Verilian is in private beta with a small set of operators, funds and institutions. Request a 30-minute walkthrough of a live workspace tuned to your market.