Case Studies

Sep 11, 2026

4 min read

The AI content strategy that earned a #2 influence ranking out of 3,500+ sources

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Most influential source out of 1,332 for brand safety on Chat GPT

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Most influential source out of 3,557 for brand safety prompts on Google AIO

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Improvment in influence rank for brand positioning on Google AIO

Business objective

A leading pharmaceutical brand with a broad consumer health portfolio partnered with Bluefish to pair its platform with AI marketing exper tise. The objective was clear: gain direct influence over how AI portrays the brand and its products.

How a leading pharmaceutical brand consolidated its scattered FAQ content into a single authoritative source and became one of the most influential references in AI answers about its products.

Customer

Pharmaceutical brand

Vertical

Science and tech

Marketing Function

Marketing

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The problem

The brand’s FAQ content was scattered across multiple pages. Bluefish’s proprietary Source Impact and Influence metrics showed that the fragmented FAQ structure was causing the brand’s strongest owned content to be overlooked and limit its ability to shape AI responses.

The challenge was specific to Al: models cite the sources they can read cleanly, and the brand's most useful content was too fragmented to qualify.

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The solution

The Bluefish platform surfaced the opportunity to consolidate the FAQ content into a single dedicated page, giving LLMs one authoritative source to read and extract from. Since the platform identified which content was shaping AI responses and which was not, the brand could restructure the page based on evidence rather than guesswork:


  • Natural-language question phrasing aligned to real consumer prompt patterns across ChatGPT and Google AIO

  • Front-loaded answers so models extract the right information without reading surrounding context

  • Bulleted, self-contained responses for multi-par t answers, making discrete facts easy for Al to surface

  • Contextual internal links to clinical, ingredient, and safety pages so

  • LLMs can follow and cite the evidence chain

  • FAQ page schema markup to explicitly signal to Al crawlers that the page contains authoritative Q& A

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The results

Within 30 days, the updated page became the second most influential source for brand-safety answers across both ChatGPT and Google AI Over views, with a 480% improvement in Influence Rank on Google AI Over views.

Why Influence matters

Being cited doesn't mean a website drives the narrative in the Al answers. Bluefish's exclusive Al Influence metric directly attributes how much control a website has over answers.

Why Influence matters