Case studySEO + AEO/GEO

Standard Cold Press: sustained organic visibility at scale, plus 31.2K AI citations

Long-term SEO and AI-search programme for an FMCG cold-pressed oil brand: 42.7M Google impressions, 267K organic clicks and 31.2K AI citations in Bing. Full case study.

Standard Cold Press logo IndustryFMCG, cold-pressed oils TimeframeOngoing, multi-year
Headline result42.7M impressionsStandard Cold Press
Client data
Google Search Console, search performance

Summary. Standard Cold Press sells cold-pressed cooking oils online and through retail. The brief was long-term: build and hold a high-volume search footprint in a consumer category where recipe sites, marketplaces and health publishers all compete for the same queries, and extend that visibility into AI-powered discovery.

42.7MGoogle impressionsperiod shown in GSC
267Korganic clicks
7.3average position
31.2KAI citationsBing AI performance
29average cited pages

The starting point

  • High-volume, highly competitive consumer queries (“cold pressed coconut oil”, “is mustard oil good for cooking”).
  • Visibility that needed to be sustained month after month, not won once.
  • No presence in AI-generated answers, which were starting to take a share of informational searches.

What we did

  1. SEO strategy and execution across product, category and educational content.
  2. Content and on-page optimisation built around entity-based topical clusters: oils, uses, health questions, recipes.
  3. Technical SEO including Core Web Vitals work on a product-heavy site.
  4. AI-search and citation optimisation so that Bing Copilot and other assistants cite the brand’s pages when answering oil and cooking questions.

Results

MetricValue
Google impressions42.7M
Organic clicks267K
Average position7.3
AI citations (Bing)31.2K
Average cited pages29

Figures are from the Google Search Console and Bing Webmaster Tools periods shown in the screenshots below.

“A search programme designed to compound visibility instead of chasing isolated rankings.”

Proof: first-party data

Google Search Console, search performance
Google Search Console, search performance
Bing Webmaster Tools, AI performance
Bing Webmaster Tools, AI performance

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