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Results

Case Studies

Real results from businesses using SwiftGeo to improve their AI citation visibility. More coming as our client base grows.

🛒 Health & Wellness E-Commerce
DTC Brand Increases AI Citation Rate by 3.4× in 60 Days
A direct-to-consumer health and wellness brand discovered they had near-zero presence in AI-generated product recommendations — despite strong Google rankings. They used SwiftGeo to diagnose the gap and restructure their content for AI engines.
12 Citation score
at baseline
41 Citation score
after 60 days
3.4× Improvement
in AI mentions

The problem. When potential customers asked ChatGPT and Perplexity for product recommendations in their category, the brand was invisible. Competitors with weaker review profiles but better-structured content were getting cited instead.

What SwiftGeo found. The initial scan revealed the site had no structured data markup, no LLMs.txt file, and product descriptions written for human readers rather than AI training patterns. Competitor scans showed rivals were consistently cited in 6 of 8 test queries; the client was cited in 0 of 8.

What changed. SwiftGeo generated a schema-annotated product catalog, an LLMs.txt file structured for AI ingestion, and rewrote 12 key landing pages with citation-optimized language. No new content was created from scratch — existing content was restructured.

"We had no idea this gap existed. Our SEO was strong. Our AI presence was basically zero. SwiftGeo showed us the problem and gave us exactly what to deploy."

— Head of Digital, anonymized client

The result. 60-day rescan showed citation score up from 12 to 41. The brand now appears in AI-generated responses for 4 of their top 8 target queries, with 2 more in progress.

Be our next case study.

We're actively working with our first cohort of clients and documenting results. If you're ready to see where you stand in AI search — and fix it — we'd like to feature your story.

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