# Guides: forgehouse

> How to run SEO, marketing, design, ads and content with AI, method forged from real agency work. Each pillar is a cluster; each cluster ships a whole job.

## Clusters
- [AI application security](https://forgehouse.ai/guides/ai-application-security/), AI application security is using AI to build software that is safe by construction, an operator that screens auth, secrets, and dependency risk as the code is written, not a security platform that watches your network after the fact. This hub explains where AI genuinely helps a development team ship secure code, where a human still owns the security decision, and how the checks run inside the build instead of being bolted on at the end.
- [AI code review](https://forgehouse.ai/guides/ai-code-review/), AI code review is an operator that reads a pull request the way a senior reviewer does, checking logic, security, and consistency before a human spends attention, not a chatbot you paste a function into. This hub explains what AI actually does well in a review workflow, where it cannot replace a human gate, and how a team wires it into the pull request flow without slowing the merge.
- [AI data analytics](https://forgehouse.ai/guides/ai-data-analytics/), AI data analytics is not a dashboard that answers questions; it is the operator chain that turns raw events into a decision, instrument the data, pipe it, surface the KPI, recommend the move. This hub explains what that chain actually is for a team that runs on its numbers: where AI is reliable, what it automates, and where a human still owns the call.
- [AI for ecommerce](https://forgehouse.ai/guides/ai-for-ecommerce/), AI for ecommerce is not a recommendation widget bolted onto your store; it is an operator that produces the catalog, writes every product description, keeps the listings consistent, and turns store data into decisions, at the scale a store actually has. This hub explains what that looks like in practice: where AI is reliable for a store, what it produces, and how a small team runs a thousand-SKU catalog without a content department.
- [AI for small business](https://forgehouse.ai/guides/ai-for-small-business/), AI for a small business is not a chatbot you visit; it is an operator that runs the repeatable work, the content, the reporting, the campaign hygiene, on a schedule. This hub explains what that actually looks like for a small team: where AI is reliable, what it automates, and how a one-person shop runs like a full department.
- [AI and LLM engineering](https://forgehouse.ai/guides/ai-llm-engineering/), AI and LLM engineering is the discipline of building systems on top of language models, the prompts, the retrieval, the orchestration, the evals, rather than calling an API once and hoping. This hub explains what that work actually is for a builder: where the leverage sits, which parts an AI agent framework handles, and how an agency that runs real LLM systems keeps them reliable.
- [How to automate SEO and AEO with Claude](https://forgehouse.ai/guides/automate-seo-claude/), Automating SEO with Claude means turning technical SEO, content production, schema and answer-engine optimisation into a repeatable AI workflow instead of manual work. This hub explains the pieces that make it real: site architecture, programmatic pages, structured data and AI-search citations, where each one lives, and which kit ships it.
- [How to run a marketing agency with AI automation](https://forgehouse.ai/guides/ai-marketing-agency-automation/), Running a marketing agency with AI means automating the operational layer: proposals, onboarding, client reporting, decline analysis and lifecycle cadence, so a small team can serve more clients without dropping quality. This hub covers the back-office work AI handles well, where each piece lives, and the kit that ships it.
- [Building a design system with Claude Design](https://forgehouse.ai/guides/claude-design-design-system/), Building a design system with Claude Design means using AI as a decision-led design partner: grounded in sector research, a consistent token set and a craft loop, instead of generating disposable "AI slop." This hub explains how to keep AI-assisted design premium and on-brand, where each part lives, and which kit ships the workflow.
- [AI Google Ads and Meta Ads management](https://forgehouse.ai/guides/ai-google-ads-management/), Managing Google and Meta Ads with AI means letting an agent handle the disciplined operational work: campaign structure, negative-keyword hygiene, audits and cross-checking conversions against analytics, while a human keeps control of budget and live changes. This hub explains what is safe to automate, where each piece lives, and which kit ships the connectors.
- [Building a multilingual AI content pipeline](https://forgehouse.ai/guides/ai-content-pipeline/), A multilingual AI content pipeline is a repeatable system that plans, produces and localises content across languages, using transcreation rather than translation, with a native angle per market. This hub explains how to scale content without sounding machine-made, where each stage lives, and which kit ships the workflow.
- [A 2.5D isometric game-dev AI workflow with Unity](https://forgehouse.ai/guides/unity-isometric-ai-workflow/), A 2.5D isometric AI workflow uses AI to assist the repeatable parts of Unity game production: sprite generation, physics-grounded asset placement, tilemap rules and pipeline setup, while the designer keeps creative control. This hub explains where AI helps in an isometric pipeline, where each part lives, and which kit ships the tools.

https://forgehouse.ai/guides/