Research & delivery examples

Inspect the evidence. Understand the work.

Published research and illustrative implementation scopes for science-led B2B businesses. The examples below are not client endorsements or achieved performance results.

Published research—not a client success case

2026 B2B AI Visibility Benchmark

50 brands, five export-oriented industries, and 750 API-based, web-grounded answers from Perplexity, Qwen, and DeepSeek. Findings describe the tested sample, not all AI search behavior or ChatGPT and Gemini consumer products.

Illustrative delivery example · No outcome claim

Life science supplier

Illustrative scope: revise a capability page and an application page for US research procurement. Map claims to approved technical sources, clarify inquiry paths, and inspect agreed buyer-prompt samples.

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Illustrative delivery example · No outcome claim

Functional ingredient supplier

Illustrative scope: revise an ingredient page and a manufacturing page for US formulators. Clarify specifications, applications, evidence, and sourcing questions without inventing efficacy or regulatory claims.

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What a verified client case should include

Client permission, a dated baseline, the implemented changes, collection settings, sample sizes, outcome definitions, and attribution limits. We will not substitute anonymous growth percentages or fictional testimonials for this evidence.

Review the implementation scope