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Robotic Pixels

Insights.

Practical implementation thinking on marketing operations, content strategy, attribution, AI search, and Claude.

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21 posts
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Marketing Operations

Why most AI marketing automation projects stall at month 3

Why most AI marketing automation projects stall at month 3

May 10, 2026

Marketing Operations

The AI marketing operations playbook that's built for reality

The AI marketing operations playbook that's built for reality

May 10, 2026

Content Strategy

Build Ai Content Pipeline With N8n

How to wire together Claude, Perplexity, and your CMS in n8n to produce research-backed drafts on autopilot — including the exact workflow JSON.

Apr 28, 2026

Attribution

Marketing Attribution Model Comparison

Walking through the practical differences between attribution models in GA4 and how switching from last-click to data-driven changes where you should be spending your budget.

Apr 28, 2026

Attribution

Setting Up Ga4 Server Side Tracking With Gtm

Step-by-step guide to deploying a GTM server container, routing GA4 events through your first-party domain, and verifying data integrity.

Apr 28, 2026

AI Models

Claude Max Vs Claude Api For Marketing Teams

Claude Max gives you unlimited Opus at a flat rate. The API gives you granular control and programmatic access. Here is the decision framework for marketing teams choosing between them.

Apr 28, 2026

AI Models

Why We Chose Claude Over Chatgpt For Marketing

We ran both for six months across content, operations, and client work. Claude won on every metric that matters for production marketing systems. Here is the full breakdown.

Apr 28, 2026

Attribution

Utm Parameter Strategy That Actually Tracks Roi

Most UTM setups create noise, not signal. This is the naming convention and governance model that turns campaign parameters into a clean attribution system.

Apr 28, 2026

Content Strategy

Ai Content Operations Playbook For Solo Marketers

One person running a full content operation is now possible. Here is the exact AI stack and workflow that replaces a three-person team without sacrificing quality.

Apr 28, 2026

Attribution

How Server Side Tracking Fixes Ga4 Data Loss

Browser-side GA4 loses 30–40% of conversions to ad blockers and ITP. Server-side tracking routes events through your own domain, restoring the data you're missing.

Apr 28, 2026

AI Models

Claude Max for marketing teams — when the subscription pays for itself and when…

When does Claude Max pay for itself for marketing teams? Token economics, break-even math, and the decision framework — from real practitioner data.

Apr 25, 2026

AI Search

ChatGPT SEO: How to Rank Inside ChatGPT (Not With It)

Most 'ChatGPT SEO' content is about using ChatGPT to do SEO. This is the inverse — making your content the kind of thing ChatGPT cites. Five patterns from six months tracking citations across 14 client engagements.

Apr 25, 2026

AI Models

Marketing MCP servers — connecting Claude to GA4, HubSpot, and ad platforms

Marketing MCP servers are small programs that connect Claude to the data systems where your marketing actually lives (Google Analytics 4, HubSpot, Meta Ads, and so on) using a shared protocol that Anthropic introduced in late 2024 . Once th…

Apr 25, 2026

AI Models

Building brand-aligned Claude Skills so Claude stops defaulting to generic marke…

Most marketing-focused Claude Skills ship as dressed-up prompt templates and drift back to generic by paragraph five. The architectural fix: a Skill skeleton that reads brand references at runtime, validates output against your taxonomy, an…

Apr 25, 2026

Attribution

Data-driven attribution — what it actually measures

Data-driven attribution (DDA is Google’s machine-learning-based approach to distributing credit across marketing touchpoints. Instead of applying a fixed rule (giving all credit to the last click or s

Apr 14, 2026

Content Strategy

AI content strategy: a practitioner's framework

How Robotic Pixels runs a 10-stage AI content production pipeline — from brief to published post in 3–5 days. First-hand breakdown of every stage, with real costs, tooling, timing, and the failure modes that actually occur in production.

Apr 14, 2026

Attribution

Multi-touch attribution without enterprise prices

Multi-touch attribution is a statistical methodology, not an enterprise software feature. Any team with GA4, BigQuery export, and basic SQL can implement it for under £200/month. Here’s the full stack, the three SQL queries that do the work…

Apr 14, 2026

Marketing Operations

How we built our own rank tracker with DataForSEO + Claude Code

We built our own rank tracker with DataForSEO + Claude Code — £27/month versus £99+ for Ahrefs. Complete architecture, TypeScript implementation, PostgreSQL schema, cost breakdown, and the five things that broke during development.

Apr 13, 2026

AI Search

LLM optimization: a practitioner’s guide

LLM optimization is pre-category but already measurable. Here are 7 specific structural patterns correlated with LLM citation, tested against real LLM responses.

Apr 13, 2026

AI Search

LLM visibility — what it is, why it matters, and how to measure it

LLM visibility is the measurable frequency with which your content gets cited by AI-powered search tools. Here is why it now matters for most marketing teams — and the four-layer methodology we use to track it systematically.

Apr 13, 2026

Attribution

Marketing Attribution Models: A Decision Framework for Teams Who Don't Have Unli…

A marketing attribution model assigns credit for conversions to the touchpoints that influenced them. The six models that matter in 2026 each suit a different data maturity level. Which one fits depends less on the model and more on the dat…

Apr 12, 2026

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