As the official results of the Nilambur by-election 2025 were announced, one thing stood out — Semiotica.ai’s AI-powered prediction was impressively close to reality.
🔍 Prediction vs Result:
✅ Predicted Winner: Aryadan Shoukath (UDF)
✅ Actual Winner: Aryadan Shoukath (UDF)
🗳️ Predicted Winning Margin: 6,550 – 12,600 votes
🗳️ Actual Winning Margin: 11,077 votes
📊 Vote Share: Predicted vs Actual
| Candidate | Predicted Range(%) |
| Aryadan Shoukath (UDF) | 39.8% – 41.6% |
| M. Swaraj (LDF) | 34.2% – 36.0% |
| P. V. Anvar (IND) | 8.5% – 10.1% |
| Mohan George (BJP) | 4.4% – 5.6% |
📌 Highlights:
- ✅ The winning margin of Aryadan Shoukath fell well within our forecasted range
- ✅ M. Swaraj (LDF) was projected at 35.2%, just 2.68% off from the actual 37.88%.
- ✅ Mohan George (BJP) prediction was nearly spot-on — 5.0% predicted vs 4.91% actual.
- ✅ Predicted the rise of Anwar as a disruptive but non-winning force
🧠 Powered by Sentiment & Behavior
This prediction was built using a unique combination of social media listening, real-time sentiment scoring, and behavioral inference. The prediction not only got the winner right but projected the margin, vote shares, and trends with remarkable precision
📌 The Bottom Line
Nilambur 2025 wasn’t just an election — it was a data story. And Semiotica.ai told it before it unfolded.
This is what happens when political insight meets powerful AI. Fast, transparent, and incredibly close to the truth.
📞 Looking for strategic advisory, AI-based deep brand consulting, or political campaigning?
📲 Contact us: +91 81380 32662 📧 Email: success@semiotica.ai
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