Case Studies

A selection of work across high-consideration categories. Detailed case studies and live category findings are shared during a working session.

01Hospitality & Venues

How Aura India started showing up for the right venue searches

A premium wedding venue near Bengaluru ranked well in traditional search but rarely appeared in AI-generated venue shortlists. We mapped the sources shaping those answers and moved the citation base.

Outcome

Visibility 13% → 37% and share of voice 11% → 29%, measured over 90 days

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02Hospitality & Venues

How Area 83 became a top AI recommendation for corporate outing queries

An adventure resort near Bengaluru was visible in AI answers, but as a family day out — not the corporate offsite venue its buyers search for. Repositioning moved it into the right category.

Outcome

Visibility 9% → 34% in corporate offsite queries; share of voice 5% → 16%

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03Beauty & Personal Care

How a leading skincare brand improved its presence in AI-led category discovery

Ingredient-led questions were being answered by AI with competitor brands at the top. We measured the gap, traced the sources and rebuilt the evidence.

Outcome

Increased inclusion in ingredient-led AI recommendations

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04Real Estate

How a major real-estate developer strengthened its AI reputation in investment comparison queries

Investor questions were being answered with outdated delivery narratives. We found the sources driving them and corrected the record where it actually mattered.

Outcome

Strengthened trust signals in investment-comparison answers

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05Consumer & Retail

How a consumer brand increased inclusion in AI shopping recommendations

AI shopping answers were assembling the category without the brand. Shopping intelligence showed which products were missing — and why.

Outcome

Improved product inclusion in AI shopping shortlists

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Begin

See how AI is shaping your brand's next decision.

Bring us your brand, competitors and category. We will show you the questions that matter and how AI currently answers them.

A 20-minute working session, not a sales deck.

Your category's must-win questions, mapped

A live view of how relevant AI models answer today

Clear gaps, competitors and next opportunities

Selected work acrossAI-led discovery.

How Aura India started showing up for the right venue searches

How Area 83 became a top AI recommendation for corporate outing queries

How a leading skincare brand improved its presence in AI-led category discovery

How a major real-estate developer strengthened its AI reputation in investment comparison queries

How a consumer brand increased inclusion in AI shopping recommendations

See how AI is shaping your brand's next decision.