ProductQuant Pipeline DFY
Case Studies

Four clients, 48 live pieces, four #1 rankings, no client analytics

How content work shows up in search, AI answers, and authority. Forty-eight pieces live across four B2B clients, four confirmed #1 Google rankings, and AI visibility measured across Google AI Overviews and assistant engines, all verified from independent third-party data.

Measured externally: Ahrefs via third-party gateway + live search and AI-engine captures. No client analytics.

The short version

What this page is, and where the numbers come from

This page pulls together four separate content engagements. Every number traces to a saved evidence file collected from independent third-party providers. None of it comes from the clients’ own analytics.

The four clients

Anonymized by industry, funding, and deal size

We do not name the clients. The point is the shape of each company and each deal.

Client (anonymized)Content live#1 Google ranksGoogle AI Overview citationsAssistant-engine citationsDR trend
AI evaluation platform10 blog + 8 Medium114743 to 42 (steady)
Cyber risk quantification3 blog3501747 to 49
Social media security20 LinkedIn- (LinkedIn-native)461860 to 62
AI agent governance7 blog-31411 to 23

What each client proves

The method

How it is measured, from outside

Re-run the same provider calls monthly and compare the numbers. No client access required.

Why this matters for revenue

Visibility that feeds big-ticket deals

All four clients sell larger, higher-consideration products. The traffic from these rankings and AI citations feeds directly into that top line.

Client (anonymized)Deal profileWhat the visibility buys
AI evaluation platform$24K+ per AWS Marketplace deployment (200,000-resource minimum x $0.12, per AWS listing); demo-gated enterprise#1 on the exact benchmark search a platform team runs before a six-figure evaluation contract
Cyber risk quantificationCustom enterprise platform + embedded expert services; PE-backed; Fortune-500; ACV not publicly disclosed#1 on board-ready, decision-velocity, and quantification searches: the CISO procurement path
Social media securityManaged subscription, per account/platform (pricing not publicly disclosed)Twenty live pieces plus 46 AI citations where marketing and security teams research brand protection
AI agent governanceFree + Enterprise (custom per-seat, annual billing); Wix case study (5,000+ employees)Authority and assistant-engine citations in a category every large organization is now buying

The honest version

What we do not measure, and why that is a feature

Measured from independent third-party data, no client analytics required. Public-source client profiles (founders, funding, headcount, customer logos, pricing) are anchored to a single evidence file: hopeandme-repo/clients-case-study/evidence/client-public-profile-2026-09-22.json.

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