Real results. Real business outcomes.

See how leading companies took control of their AI narrative — and the measurable business impact that followed.

Market Cap Protection
Protecting Future Company Valuation
Global Semiconductor Leader

AI chipsets were invisible → Now visible across top engines

Impact: Protected multi-billion dollar future valuation

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The Problem

LLMs gave strong recognition to gaming chips but almost completely ignored the AI chipsets — the future growth driver.

What we did

Identified the narrative gap and applied targeted signals to elevate the AI chipset story.

Timeline

1
Week 0 – Near zero visibility
2
Week 3 – First measurable lift
3
Week 8 – Consistent presence
4
Month 3 – Sustained across top LLMs

Business Impact + ROI

AI chipsets now visible across top 5 LLMs, protecting future company valuation.

Revenue Recovery
Neutralizing Competitor Bias
GLRB
Global Luxury Retail Brand

LLMs recommended competitors → Bias reversed

Impact: Recovered lost revenue from AI-driven discovery

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The Problem

LLMs showed negative bias toward flagship products and frequently recommended competitors unprompted.

What we did

Detected the bias and rebalanced product narratives across AI engines.

Timeline

1
Week 0 – Consistent competitor recommendations
2
Week 4 – Significant bias reduction
3
Week 10 – Bias reversed
4
Month 3 – Positive narrative stabilized

Business Impact + ROI

Recovered lost revenue from AI-driven product discovery.

Faster Provider Adoption
Accelerating Market Adoption
Leading Pharma Brand

Second-to-market drug with almost no recognition → Now included in treatment answers

Impact: Accelerated provider adoption and offset launch disadvantage

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The Problem

Second-to-market drug suffered from extremely low awareness and inaccurate recognition in AI answers.

What we did

Elevated accurate clinical information and core differentiation.

Timeline

1
Week 0 – Almost no positive mentions
2
Week 5 – First inclusion in treatment answers
3
Week 12 – Consistent recognition
4
Month 4 – Established presence

Business Impact + ROI

Accelerated provider adoption and offset launch disadvantage.

Pipeline Growth
Rebuilding Talent Pipeline
Global Audio Platform

Parent brand reputation hurt talent pipeline → Qualified applicants increased

Impact: Improved hiring success and reduced cost per hire

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The Problem

LLMs conflated the parent company’s reputation with a subsidiary brand, distorting employer perception and damaging talent acquisition.

What we did

Separated the brand’s identity from its parent company and reinforced its distinct employer narrative.

Timeline

1
Week 0 – Strong negative association
2
Week 6 – Reduction in conflation
3
Week 14 – Unique story appearing
4
Month 3+ – Higher qualified applicants

Business Impact + ROI

Measurable increase in qualified applicants and a stronger, higher-quality talent pipeline.

Hire Quality Boost
Improving Executive Hiring Success
GB
Global Bank

Negative reviews dominated AI → Higher success closing senior hires

Impact: Improved perception in AI-driven talent decisions

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The Problem

Negative reviews from a specific source were given undue weight by LLMs, harming ability to attract top finance talent.

What we did

Helped surface more balanced information and supported PR efforts.

Timeline

1
Week 0 – Negative reviews dominated
2
Week 8 – More balanced narratives
3
Week 16 – Positive attributes gained visibility
4
Month 4 – Improved perception

Business Impact + ROI

Higher success rate in closing top-tier talent.