// the ai-native marketing agency

Ship marketing at the speed of light.

/winston is the AI-native marketing agency for founders who want to move. SEO, GEO, paid media, content, run on Claude, Claude Code, and custom agentic workflows. We do about 85% of the work. The other 15% is yours, and we will tell you when you are not holding up your end. If you would rather do zero percent, the SERP you just came from has plenty of agencies happy to bill you for it.

// built

28-page launch in under 8 hours, then 66 pages over 2 days. All Claude Code.

// written

Every word was researched and drafted by agents. Then edited by humans who know the difference.

// maintained

The same automated workflows we run for clients power this site. Keyword research, on-page optimization, and GEO tracking all ship on a cadence.

// stack

Same methodology we run for clients. No exceptions.

What we do.

One flagship engagement. Eight ways to deliver it.

// service / geo

Generative Engine Optimization

Win AI Overviews, ChatGPT, Perplexity, and Google AI answers. Before your competitors know it's a channel.

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// service / seo

Search Engine Optimization

Automated keyword research, on-page optimization at volume, and technical audits that ship in hours instead of months.

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// service / web build

AI-Powered Web Build

Custom sites, headless CMS, and Shopify themes. Shipped fast with Claude Code. Same operating model that built this site in 8 hours.

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// service / paid

Paid Media

High-converting campaigns across Google, Meta, TikTok, LinkedIn. Engineered, not spray-and-pray.

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// service / content

Content Creation

Brand-voice content pipelines. Named Skills per client brand, producing research-grade GEO-optimized content at a cadence.

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// service / social

Social Media

Paid and organic on Facebook, Instagram, LinkedIn, TikTok. AI-enabled creative at volume. TikTok as search, not just content.

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// service / cannabis

Cannabis Marketing

NY-compliant marketing for dispensaries and cannabis brands.

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A real partner. Not a vendor.

We work the way your physical therapist works. Or your strength coach. We tell you what to do. We do most of it with you. We make you do your share. We measure whether you did. Most agencies run the opposite play. They charge a retainer, wait for you to send them things, soften every recommendation until you approve it, and then nobody implements any of it. That is not a partnership. That is a waiting room with an invoice attached.

We do the work. We implement the work. We measure the work. About 15% still has to come from you: platform access, legal or compliance sign-off, subject-matter review, and the decisions only a founder can make. The more access you give us, the smaller your 15% gets. Keep us locked out and your share grows. Math, not attitude. If you wanted a babysitter who quietly collects the retainer until you cancel, there are thousands of agencies that will do exactly that. We are not one of them, and that is the whole pitch.

// our work

Receipts.

Traditional case studies need client logos we won't show you. Here's what we'd rather share. Actual artifacts from actual work.

// meta

We built this site in 8 hours, then kept going

28-page launch from empty directory in under 8 hours. 66 pages and 107 commits over 2 days. The honest build log.

See the receipt
// tool

A Claude Skill that runs technical SEO audits

Internal Skill that crawls, scores, and prioritizes tech-SEO fixes in minutes.

See the receipt
// infra

Agent-ready infrastructure

How we transformed winstondigitalmarketing.com for AI-first discovery (including the Markdown-for-bots layer).

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// the playbooks

Methodologies you can steal.

We document how we work. Then we publish it. If you can execute it yourself, we've done our job.

// playbook / meta

How we built this site with Claude Code

The full session log. 8-hour launch, 2-day end-to-end. Prompts, Skills, file paths, time per phase.

14 min read
Read
// playbook / geo

The complete GEO audit methodology

Seven steps. Steal the workflow. We'll still outperform you. Because execution is the moat.

18 min read · coming soon
Read
// playbook / ai

Custom GPTs vs. Claude Skills: when to use which

A decision framework with a comparison table and real-world examples.

9 min read · coming soon
Read
// the thesis

Marketing is changing faster than agency operating models are.

Search is splintering across Google, AI engines, Reddit, TikTok, YouTube, and the Large Language Models (LLMs) people use day to day. Keyword research, page optimization, and citation tracking all take too long when done the traditional way. We rebuilt the repetitive operational layer around Claude Skills and MCPs. Clients get more output across more channels, on a faster cadence than the hourly-billing model can support.

Read the full thesis

> /winston audit --site=yoursite.com --competitor=theirs.com

Get a free AI-powered audit in 48 hours.

Tell us your site and top competitor. Our agents audit your SEO, GEO, and AI-visibility gaps, and we'll send you a 20-page deliverable with prioritized recommendations. Free. No call required.