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Insights & Updates

Social intelligence, sentiment analysis, and audience insights for Indian brands - straight from the Awshar AI team.

10 Social Listening Metrics Every CMO Should Track
Social ListeningJul 8, 202611 min read

10 Social Listening Metrics Every CMO Should Track

10 social listening metrics every CMO must track, from mention volume to narrative shift. A founder-level breakdown of what the numbers actually mean, why they matter, and how to build a brand intelligence system that anticipates rather than reacts.

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LangChain vs LangGraph: When to Use Which (With Examples)
ai-conceptsJul 6, 20264 min read

LangChain vs LangGraph: When to Use Which (With Examples)

LangChain vs LangGraph explained simply with real examples. Learn exactly when to use each framework and stop overcomplicating your AI projects.

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Why Every Government Department Needs Social Listening in 2026: Misinformation, Public Sentiment & Crisis Response
InsightJul 6, 20269 min read

Why Every Government Department Needs Social Listening in 2026: Misinformation, Public Sentiment & Crisis Response

Social listening is now a core governance need. How Indian government departments use AI to detect misinformation, track public sentiment & manage crises.

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Misinformation Detection in Social Listening | Real-Time Tracking with Awshar AI
Misinformation DetectionJul 4, 20267 min read

Misinformation Detection in Social Listening | Real-Time Tracking with Awshar AI

Learn why misinformation detection is now a core layer of social listening, how real-time detection works, and how Awshar AI helps brands track and counter false narratives before they spread.

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Building Trust with Multilingual Sentiment Analysis
AI & AnalyticsJul 3, 20261 min read

Building Trust with Multilingual Sentiment Analysis

India-trained AI models that understand context, dialects, and cultural nuance-so your sentiment data is accurate, not just translated.

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Why Social Listening Is No Longer Optional for Indian Brands & How Awshar AI Is Changing the Game
Social ListeningJul 3, 20266 min read

Why Social Listening Is No Longer Optional for Indian Brands & How Awshar AI Is Changing the Game

India's digital market is loud, multilingual & fast-moving. Here's why social listening is now essential and how Awshar AI helps you stay ahead.

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Why India Needs Sovereign LLMs: The Vaak 1 SLM Story
InsightJul 3, 202610 min read

Why India Needs Sovereign LLMs: The Vaak 1 SLM Story

India has 700M+ digital users but no say in the AI shaping them. Here's why sovereign SLMs like Awshar AI's Vaak 1 matter for language, culture & identity.

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