
Sentiment Analysis in Bahasa Indonesia: How It Works
How AI labels mentions as positive, neutral or negative, why Bahasa Indonesia is challenging, and how to use the results.
6 min read
Know how audiences respond to your campaigns and competitors, in the language they actually use.
And often without tagging your brand's official account.
Official account metrics miss the conversation out there: reviews, videos and complaints that don't tag the brand.
Competitor promotions and launches shape the conversation about your brand, but are rarely tracked consistently.
Without topic data, content calendars are built on intuition rather than on what audiences are actually discussing.
Set brand, product and campaign keywords, then see their trends by day, week or month.
AI groups mentions into topics, each with its volume and sentiment.
Content ideas and communication steps for each topic, based on insights from the conversation.
Ask your data questions directly in Bahasa Indonesia, for example "which platform mentions our product the most?"
Each phase asks a different question. Qola answers them from the same data.
Map the topics that are trending and the words your audience uses about your category and comparable brands, as input for the campaign message.
Track mentions, sentiment and the posts with the most engagement several times a day. Ask the AI Assistant whenever there is a spike or an unusual negative tone.
Pick the campaign dates, compare them with the period before, and download a PDF or Excel report to review with the team.
The AI Assistant answers from your own project data, with no filters or charts to build first.
Which topics about our campaign are biggest this week?
The top three topics:
Sentiment is most positive on the new packaging. Most engagement comes from TikTok.
Is anything unusual today?
Mentions are up 2.3× against the 7-day average, mostly delivery complaints on X since 10:00.
Blog
Guides and insights from the Qola team.

How AI labels mentions as positive, neutral or negative, why Bahasa Indonesia is challenging, and how to use the results.
6 min read

Choose PR KPIs that fit your objectives, distinguish outputs from outcomes, and build a scorecard and evaluation report with transparent examples.
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How the two differ, when to use each, and why communications teams need both in a single workflow.
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X, Instagram, Facebook, TikTok, YouTube and Threads, plus national and regional online news.
Qola's AI labels sentiment in the context of Bahasa Indonesia. AI can still make mistakes, so verify important mentions; Qola analysts can help review them.
Content ideas and communication steps built from the topics people are discussing, along with the insights behind them.
Online news, X, Instagram, Facebook, TikTok, YouTube and Threads, in one feed refreshed several times a day.
Yes. Every insight includes 3–6 content recommendations based on the topics and audience response at the time. On Qola Command, Qola analysts help sharpen them.
Ready to start?
We'll prepare a demo with your brand, product and campaign names.