AI-powered intelligence for media & market research

We transform the high-risk, gut-feel-driven world of media and market research into a data-driven, predictable process. From script to screen - every decision, decoded by AI.

25+
Years experience
10x
Faster insights
90%
Cost reduction
Insights3D / Services

What we do

A complete creative intelligence ecosystem - connecting every stage of content creation with AI-powered intelligence.

📜

Script Analytics

AI-powered script evaluation - structure, character arcs, dialogue quality, and story development gaps. Your script doesn't just pass or fail - it evolves.

🎬

Promo & Trailer Analytics

Frame-by-frame video intelligence evaluating hooks, engagement curves, pacing, and audience drop-off points. Every frame made to work harder.

🛡️

AI Ad Testing

Audience-agnostic creative evaluation. Analyze narrative structure, emotional arcs, symbolism, brand cues, and risk detection. Zero bias, pure creative truth.

📊

Box Office Prediction

Trailer signals, market conditions, competition, and audience sentiment analyzed to forecast commercial performance with scientific precision.

🎓

AI Skills Bootcamp

Hands-on training for market research professionals. From prompt engineering to AI tool mastery - equipping teams for the AI-first era. Global delivery.

🔬

Survey Analytics & Synthetic Data

AI-powered survey analysis, fraud detection, synthetic respondent generation, and focus group simulation. Research reimagined for speed and scale.

Insights3D / The Pipeline

From script to market success

Stronger pre-production equals a lower failure rate. Our unified pipeline de-risks every stage of the creative process.

01

Script Analytics

Objective evaluation for stronger, tighter stories from the start.

02

Promo Analytics

Turn marketing assets into engagement magnets with data.

03

Ad Testing

Catch brand-damaging mistakes before a single viewer sees them.

04

Market Success

Launch with confidence - every decision backed by AI intelligence.

Insights3D / Media Intelligence

From prediction to precision

Next-generation video intelligence. We break ads down moment by moment - measuring what static scores miss.

Video Intelligence

Frame-by-frame ad analysis

Real advertising effectiveness lives inside the video - where attention drops, emotion peaks, and the brand appears but isn't truly noticed. We measure the invisible.

Cognitive LoadEmotional ResonanceBrand VisibilityCultural Nuance
Ad Testing

Audience-agnostic creative evaluation

A scientific, AI-driven engine that tests ads without audiences - evaluating narrative, emotional arcs, symbolism, and risk purely from the creative itself.

Narrative FlowSymbolism & SemioticsBrand SafetyRisk Detection
Crisis Testing

Sentiment-aware, multi-lingual testing

Fast testing for brands navigating volatile markets. Arabic, English, Hindi, Urdu, Tagalog and more. Results in 24–48 hours at 90% lower cost than traditional methods.

Multi-LingualSentiment Aware90% Cost Savings24-48hr Delivery
Prescriptive AI

We don't just predict - we prescribe

Our AI tells you exactly which scene to cut, where to move the brand moment, and how to simplify dialogue for maximum impact. Actionable intelligence, not just scores.

Actionable EditsScene-Level FixesHook OptimizationPacing Guidance
Case Studies
Case Study · Trailer Analytics

Dhurandhar: Decoding the Blockbuster Engine

How strategic fusion of ideological narrative, iconic characters, and sensory dissonance engineered unprecedented audience impact and box office success.

Category · Media Intelligence
More details →
Case Study · Box Office Prediction

Dhurandhar 2: Comparative Analytics & Forecast

Data-driven projections with bull/base/bear scenarios, ticket price elasticity, and market catalyst analysis for the 7,000+ screen global event.

Category · Media Intelligence
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Case Study · AI Ad Testing

Apple iPad Pro: AI-Powered Creative Analysis

Frame-by-frame dissection of Apple's iPad Pro campaign - evaluating narrative structure, emotional arcs, brand cue placement, and creative effectiveness using AI.

Category · AI Ad Testing
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Case Study · AI Ad Testing

McDonald's Christmas Ad 2025: Festive Creative Intelligence

AI-driven evaluation of McDonald's Christmas 2025 campaign - measuring emotional resonance, symbolism, cultural nuance, and brand safety across every scene.

Category · AI Ad Testing
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Insights3D / Thought Leadership

Shaping the AI-powered future

Insights from 25+ years at the intersection of market research, media, and artificial intelligence.

AI Strategy · Market Research

Your AI Prompts Are Scattered Across 47 Chat Windows. Your Competitor's Aren't.

A wake-up call for MR & Insights leaders on moving from experimenting with AI to operationalizing it. Why prompt repositories are your new competitive edge.

Prompt RepositoriesAI GovernanceOperational AI
Category · AI Strategy
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AI Impact · Workforce

The Great Unbundling: AI's Impact on the Global Workforce

40% of global jobs impacted. AI skills commanding a 56% wage premium. The future belongs to those who orchestrate, not just execute.

Job UnbundlingWage PremiumAgentic AI
Category · AI Impact
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Insights3D / About

Meet the minds behind the model

We are driven individuals who believe AI isn't just about automation - it's a creative ally. With rich experience in media, research, and analytics, we are on a mission to unlock new ways of analyzing scripts, videos, and audience behavior.

AL
Aneesh Laiwala
Co-Founder

20+ years in global market research and operations. Deep expertise in analytics, technology, and process transformation. Delivered high-impact AI-powered analytics solutions that reimagine how businesses work, grow, and compete.

JK
Joydip Kapadia
Co-Founder

Over 35 years in media research and audience measurement. Led mission-critical data operations across India, Southeast Asia, and the Middle East. Expertise in audience analytics, panel operations, and EPG strategy.

Contact us to conduct a free pilot - no commitment, just results.