Public sentiment intelligence · Malaysia
Understand what
Malaysia thinks.
Bafe tracks public conversations and turns them into clear, structured intelligence.
- Know what people are saying.
- Know how sentiment is moving.
- Know why it changed.
Tracked topic
Malaysian EV Market
+4.8%
Sentiment · 7 days
18,420
Conversations analysed
Emerging narrative
EV pricing is increasingly being compared against long-term ownership cost rather than purchase price alone.
Momentum +23%
All figures shown are fictional demonstration data.
Selected organisations
01 · The model
Public sentiment,
continuously understood.
Bafe monitors conversations around brands, products, people and issues — and structures them into one intelligence model.
Input
Conversation
Continuous public discussion, in every register Malaysia speaks in.
01
Sentiment
How people feel.
02
Narratives
What is shaping the conversation.
03
Movement
What changed, and when.
04
Momentum
What is gaining attention before it becomes obvious.
02 · Local context
Built for Malaysia.
Malaysia does not speak in one language. Bafe is built to understand Bahasa Malaysia, English, Manglish, slang, mixed-language conversations, sarcasm and local context.
“Terbaik sangat 🤡”
Not positive.
Context matters.
Classification · Demo examples
“Padu service dia.”
Positive“Power lah harga macam ni.”
Negative · Sarcasm“Not bad actually, boleh consider.”
Mild positive“Terbaik sangat 🤡”
Negative · SarcasmIllustrative examples. No system reads every message perfectly — Bafe is tuned for how Malaysians actually talk.
03 · Search
Search anything.
A brand. A product. A company. A person. An issue.
Bafe shows you what the public conversation looks like now, and how it has changed over time.
Select an example search to preview a Bafe intelligence snapshot.
Simulated results · fictional demonstration data.
04 · Ask
Ask Bafe.
Instead of digging through dashboards, ask directly. Bafe answers from continuously collected public conversation data.
Bafe · Query console
DemoSelect a question to query the demo dataset.
Based on tracked public conversations
05 · History
Intelligence improves with time.
Bafe does not start listening when you search. It builds a structured history of Malaysian public conversations over time.
Today shows you the moment. History shows you the movement.
Historical sentiment
Malaysian EV Sentiment · Jan – Aug
06 · Coverage
Malaysia, continuously measured.
0M
Public conversations analysed
0
Entities understood
0
Active narratives detected
24/7
Continuous monitoring
Demonstration values shown for illustration.
Public sentiment, made clear.
Bafe turns public conversation into intelligence you can act on.