Portfolio & case studies

AI-forward marketing in the wild

A selection of client engagements where AI-augmented social, content, and editorial systems moved real metrics. All names are real; specific numbers are illustrative pending client approval.

Capital One

AI-augmented social engine

Codified the brand voice into an AI-ready style guide, then built a draft-and-review pipeline using GPT for first drafts. Result: 4x lift in engaged sessions on LinkedIn while halving production time.

KOHLER Co.

Editorial relaunch with AI repurposing

Rebuilt the editorial calendar around a single anchor article, then used AI to produce ten downstream assets per topic — newsletters, social posts, video scripts. AEO-optimized for AI search citations.

ADL

Mission-led storytelling with AI guardrails

Designed brand-safe AI workflows for a sensitive nonprofit, including review checklists and prompt libraries that protect tone on hard topics.

Cancer Treatment Centers of America

Patient story program with AEO

Editorial program centered on real patient stories, structured for Answer Engine Optimization so AI search engines surface the brand on health-related queries.

Frequently asked questions

AI-forward marketing, in plain language

  • What is AI-forward marketing?

    AI-forward marketing is the practice of using generative AI tools — large language models, image generation, and AI agents — to plan, produce, and distribute marketing content while preserving a clear brand voice and editorial judgment. It pairs AI for speed and scale with humans for strategy and quality control.

  • Who does Marji Sherman work with?

    Marji works with B2B SaaS, financial services, healthcare, and consumer brands whose in-house marketing teams want to integrate AI into social media, content, and editorial. Past clients include Capital One, KOHLER Co., the ADL, the United Methodist Church, and Cancer Treatment Centers of America.

  • What is Answer Engine Optimization (AEO)?

    Answer Engine Optimization is the discipline of structuring brand content so it can be cited and surfaced by AI answer engines like ChatGPT, Perplexity, and Google AI Overviews. It includes entity-clear copy, FAQ schema, structured data, and topic authority — and it is now a core part of every engagement Marji runs.

  • How long does an engagement take?

    Most strategy engagements run six to twelve weeks. Workshops are one to two days. Ongoing advisory retainers are quarterly. Marji takes on a small number of partner engagements per quarter to keep work hands-on.

  • Will AI replace my marketing team?

    No. AI replaces tasks, not teams. The brands winning right now are the ones whose marketers learn to direct AI — using it for research, drafting, and repurposing, while keeping editorial judgment, taste, and brand voice in human hands.