LIVE EXPERIMENTS

This is where we break things.

Every experiment we run on AI tools, documented publicly. Phase 3–4 premium members get full access.

Studio Projects

Live work we've shipped — browse our portfolio and client sites

Visual Experiments

Product photography runs with Nano Banana

EXP-001 FAILED

First Product Shot — Nano Banana

Prompt

A black crossbody bag on white studio background

Result

Too generic, looked like stock photo

EXP-002 SHIPPED

Refined Stashed Shot

Prompt

Minimalist crossbody bag, matte black cordura, removable velcro front panel, Indian metro background, natural light, product photography

Result

3 people DM'd asking where to buy before we manufactured

Unlock in Premium Phase 3

EXP-003

Unlock in Premium Phase 3

EXP-004

Unlock in Premium Phase 3

EXP-005

Unlock in Premium Phase 3

EXP-006

Prompt Gallery

4 free prompts shown. 8 more unlock in Phase 3.

Product Photography[Copy button — Premium]

Prompt

Minimalist crossbody bag, matte black cordura, removable velcro front panel, Indian metro background, natural light, product photography

What happened

Photorealistic shot with correct lighting depth. Metro tiles visible in soft bokeh. The Velcro panel is legible. Used directly in early marketing posts.

Social Caption[Copy button — Premium]

Prompt

Write an Instagram caption for a Made-in-India bag brand that sells to metro commuters. Tone: honest, slightly funny, no emojis. Product: [describe your product]

What happened

Generated 5 variations in under 10 seconds. Best one clocked 200+ likes with zero paid push. Replace [describe your product] with your actual product details.

Vendor Research[Copy button — Premium]

Prompt

List 10 bag manufacturers in Tamil Nadu and Gujarat that accept orders under 500 units. Include any known specializations.

What happened

Starting point for 2 weeks of vendor research. 4 of the 10 were real leads. Always verify with direct contact — AI is a shortcut, not a substitute.

Video Script[Copy button — Premium]

Prompt

Write a 30-second video script for [product] for Instagram Reels. Hook in first 3 seconds, problem-solution structure, CTA at end.

What happened

Script structure was solid. Hook line needed human editing — AI tends to be obvious. The CTA section was copy-paste ready every time.

8 more prompts — Competitor Analysis, Brand Voice, RFQ Templates, Product Naming, and more — unlock in Phase 3.

Model Testing Log

Tested March 2026, ratings reflect our specific use cases.

TaskClaude Sonnet 4.6GPT-4oGemini 1.5 ProLlama 3.1
Product Copywriting9/108/107/106/10
Code Generation10/109/107/107/10
Image Description8/107/109/106/10
Market Research9/108/109/107/10
Prompt Refinement9/108/107/106/10

Nav's Picks

For writing:Claude
For speed:Gemini
For code:Claude
For images:Nano Banana (not an LLM)

The Indian Model Mission

Every ₹ you spend funds India's free AI skills library — built for founders in Tier 2 and Tier 3 cities — We're proving that Vaniyambadi can build tools the world uses. 100% of Academy revenue funds content, experiments, and open resources.

Mission ProgressUpdated quarterly
Compute fund: ₹0 / ₹50,00,000 target8%

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Every prompt, every model test, every fail — emailed to you the day we run it.

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All 6 experiments, all 12 prompts, full model test data, and every future experiment we run — permanently.

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