How to Use Korea’s 6 Built-In Public Data Sources in Neuro for Regional, Weather, and Compliance Decisions

Bring External Market and Regulatory Evidence into the Same Conversation

Ad account metrics tell you what happened inside a platform, but not what happened outside it. Checking whether last weekend’s conversion drop coincided with heavy rain, comparing 20–39 resident counts and household sizes across neighborhoods before launching a local campaign, benchmarking franchise sales per pyeong, or verifying whether a skincare claim matches registered efficacy previously meant downloading spreadsheets from half a dozen government portals.

Six Korean public data packages from Data.go.kr are now built directly into Neuro workspaces of domestic (Korean) organizations as default reference data. Alongside existing tools for Seoul Open Data, small-business commercial districts, and Korean holidays, you can query these datasets in chat and scheduled prompts without issuing separate API keys.

The 6 Built-In Public Data Sources and What They Cover

Each reference tool groups official government APIs around a specific marketing workflow—from weather attribution and geo-targeting to beauty compliance and B2B prospect research.

Three Ways to Combine Public Data with Ad Performance

Public statistics become actionable when placed in the same table as your connected ad channel metrics rather than read in isolation.

• Weather & air quality vs. daily CVR: Before cutting bids after a weak week for delivery, retail, or outdoor leisure campaigns, pull historical daily rainfall and temperatures from the KMA Open MET Data Portal alongside your daily CVR and ROAS. Once weather sensitivity is clear, check the 3-to-10-day forecast and AirKorea fine-dust outlook to plan weekend budget or creative shifts.
• Neighborhood demographics, housing move-ins & franchise sales for geo-targeting: When selecting districts for Karrot Ads, Meta, or Naver campaigns, use MOIS Resident Registration Statistics to find dongs with many 20–39 residents or small average household sizes. Home appliance and interior brands can layer Korea Real Estate Board Applyhome apartment supply counts and scheduled move-in months, while franchise marketers can compare FTC regional sales.
• Beauty/supplement claim checks & public RFP discovery: Before launching skincare or supplement creatives, verify registered functional claims, INCI ingredients, and mandatory intake precautions from the Ministry of Food and Drug Safety (MFDS). Agencies and B2B teams can query PPS NaraJangteo (KONEPS) for active marketing, PR, and social media tenders alongside historical contract awards.

Copy-and-Use Starter Prompts

Paste either prompt into Neuro chat to cross-check recent ad performance against weather observations or build a data-backed regional targeting shortlist.

Key Boundaries When Interpreting Public Data

Each government dataset follows its own publication cadence and regulatory scope, so keep three boundaries in mind when combining them with campaign data.

• Check each agency’s update cadence: KMA forecasts and AirKorea readings update hourly or in real time and ASOS daily observations are available through yesterday, whereas MOIS resident population and NPS workplace headcounts update monthly and FTC franchise disclosure metrics are published annually.
• Treat MFDS lookups as regulatory reference, not automatic ad approval: Checking MFDS functional cosmetics, ingredients, and health functional food records helps verify officially registered efficacy and precautions, but final creative approval still depends on each ad platform’s policy and industry review boards.
• Pair external context with your own conversion data: Demographic counts, festival crowd forecasts, and weather indices narrow down where and when to test a hypothesis. Always review actual CPA and ROAS in your connected ad accounts before approving budget or targeting changes.