Three layers of signal,
one daily object
Article Intelligence
Local news ingested every hour. Each article is enriched with sentiment, event valence, and a semantic description. A daily BERTopic run clusters the full corpus into the dominant topics a country is discussing — with lineage tracking across days.
Quantitative Conditions
Economic indicators (FX rates, CPI, equity markets), disaster events from USGS and GDACS, air quality readings from OpenAQ, and WHO health alerts — each collected daily, scored on a normalized 0–1 scale, with trend and confidence signals.
Eight dimensions of lived reality
Each dimension carries a score (0–1), a trend, and a modifier map tying sensitivity to persona attributes — income, age, occupation, location, and more.
The same situation, different reactions
Country Context doesn't apply uniformly. Each dimension carries a modifier map keyed by income, occupation, age, location, and more — so the same economic shock lands very differently depending on who's receiving it.
"Fuel and food price increases directly cut daily consumption. Strong negative emotional charge on economic topics. Resistance to any message associated with cost increases."
"Stable salary but no inflation adjustment expected. Moderate frustration. Receptive to messages that acknowledge hardship without political confrontation."
"Asset depreciation and currency risk are primary concerns. Less reactive to consumer prices. Engages more critically with financial and macroeconomic messaging."
Make personas react to anything
Marketing Campaigns
Test how a campaign lands across your target audience before you launch. Does your message resonate when inflation is squeezing disposable income? Does a luxury pitch land during a natural disaster? Know before you spend.
Policy Simulation
Model how a policy change echoes through a population — across income levels, occupations, and regions — with context that reflects real conditions today. Anticipate opposition, identify allies, refine the framing before announcement.
Research & Analysis
Understand how the same stimulus produces different reactions across countries and moments in time. Daily snapshots going back months let you compare pre- and post-event sentiment, track a crisis, or benchmark across markets.
See what Indonesia
looks like today
A live, daily-updated Country Context — eight scored dimensions, dominant topics from today's news, and the full modifier map — ready to ground your personas in reality.
Visit context.alirion.io