340 Engagements, 127+ AI Queries Ranked, $31.5K Monthly Value

About the Brand

A growing player in the Travel & Hospitalityspace, this brand recognized early that its online narrative was being shaped without any input from the team. Search engines and AI models were pulling from uncontrolled public discussions to form the brand's digital identity.

The Problem

The brand had no presence in travel-focused communities where potential customers actively researched destinations and accommodations. AI models like ChatGPT and Google AI Overviews were recommending competitors exclusively. Negative reviews on travel forums were the only brand-related content being surfaced by AI citation engines.

What We Did

• 01.Mapped high-traffic travel communities and forums where target customers discussed destination planning and accommodation recommendations
• 02.Deployed 340+ experience-driven engagements over 10 weeks, sharing authentic travel insights and recommendations in context
• 03.Built citation authority across travel communities, Google Search, and AI-indexed discussion threads

The Shift

Within 6 weeks, the brand began appearing organically in travel recommendation threads. AI-generated answers started including the brand in destination and accommodation queries. Monthly measurement showed a 220% increase in AI visibility across high-intent travel queries.

Results

The brand achieved consistent citation across ChatGPT and Google AI Overviews for 127+ travel-related queries. Direct booking inquiries increased from users who discovered the brand through community discussions and AI recommendations.

What This Means

This case study demonstrates what happens when a brand takes control of its narrative across the platforms that feed into AI models. The results compound over time as these citations become permanent fixtures in training data.