Case Study · Online Grocery · D2C Membership
From Invisible in AI Search to Recommended Across 15+ US Metros
How Coalition Technologies used Rankscale to close critical AI visibility gaps for a national online organic grocer — in just three months.
Partner agency: Coalition Technologies · Author: Jordan Brannon
4,600+
Citations Across ~350 Tracked Prompts
85%+
AI Detection Rate Across Engines
3 mo
Time to Measurable Visibility Lift
The Client
The client is a well-known online, membership-based grocer that sells healthy and organic products to households across the United States. Their audience increasingly starts product discovery in AI chat interfaces rather than Google — which made AI search visibility a direct growth lever, not a branding exercise.
Despite strong brand recognition among conscious shoppers, the business was competing for attention with entrenched quick-delivery incumbents and hyper-local grocers recommended by default in AI answers.
The Ask
Could AI search actually become a durable acquisition channel for a national organic grocer — one that drives membership conversions, not just impressions?
Coalition Technologies was brought in to accelerate AI and organic growth, establish category authority, and turn AI visibility into measurable movement on memberships and purchases across the client's core categories.
Steps Taken in Rankscale
- 01
Audit & Benchmark
The team ran the brand through Rankscale to map its current AI visibility and quickly isolated the real gap: the client was invisible on high-intent grocery delivery prompts like "best healthy grocery delivery in New York City." LLMs were defaulting to local stores and quick-delivery incumbents instead.
- 02
Research & Map
Using Rankscale's prompt tracking, citations data, and Sentiment Analysis, Coalition Technologies mapped which competitors were being recommended, which sources each LLM was pulling from, and where negative sentiment was shaping the brand's perception across the category.
- 03
Execute & Track
That intelligence fed directly into execution: dozens of location-focused pages, link building against the exact sources LLMs were citing, and community engagement on high-impact platforms like Reddit — all tracked live in Rankscale dashboards across ChatGPT, Gemini, Perplexity, and Google AI.
Results
- 4,600+ citations across ~350 tracked prompts in just three months. Brand mentions in Rankscale grew by more than 200 over the same window, with brand visibility and sentiment scores both climbing past 70% and detection rate exceeding 85% across major answer engines.
- Recommended as a grocery delivery option across 15+ US metros. ChatGPT, Gemini, Perplexity, Google AI Mode and AI Overviews now surface the brand for city-level prompts spanning New York, San Francisco, Detroit, Fort Worth, Las Vegas, Denver, Miami, Minneapolis, Philadelphia, Nashville, Seattle and Phoenix. A category the brand was previously absent from entirely.
- A compounding authority play, not a one-off win. By tying content production and outreach directly to the sources LLMs were actually citing, Coalition Technologies turned AI search into a repeatable growth motion, thereby strengthening category authority while deepening their partnership with the client.
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