What's the AI Ops / marketing automation / data pipeline / website problem we can help you with?
AI Ops, Automation and Data Pipeline Engineering
From complex site migrations and replatforming to data collection, price monitoring and app builds. I'm a Senior Consultant who builds, delivers and upskills your in-house team.
- Builtvisible
- Founded 2009, sold 2025
- Open source
- 14 MCP servers on npm
- Our local LLM
- 96GB of VRAM across two 48GB RTX 4090s
- Measured
- gpt-oss-120b at 153 tok/s
What I do
Site migrations & replatforming
Five legacy domains folded into one Shopify Plus trade store, wired to SAP Business One, without losing the search equity.
The case study →Application & platform builds
An AI-ready jobs board platform with its own API and MCP support, and the custom apps that do what the platform can't.
The case study →Data collection & price monitoring
Competitor prices and product data collected overnight, served as a dashboard the commercial team checks each morning.
The case study →Technical SEO, audits & scoping
Twenty years of technical SEO, now run through an audit console I built and use on my own sites every day.
The case study →Content marketing & automation
Research, drafting and fact-checking at production scale, ready for your editor before publish.
The case study →AI training & team enablement
I work with your people until the penny drops and they're building their own small connectors and MCPs to speed up the whole team.
Work with me →Articles.
AI Fact Checking: How I Check My Content Reliably With Agents
At the end of September I had AI agents fact-check all 64 articles on this site, one agent to an article, and their reports came to 155 fixes. Google's own guidance, updated on 1 October, now calls it critical to fact-check AI-generated content before you publish it. In today's post we're taking a closer look at how the agents were set up, what they found, what the recent research says about AI fact-checking, and how I got the fixes onto live pages without breaking them.
Read it- OpenCode vs Claude Code: Setting Up OpenCode Desktop on Windows
- How to Connect Google Trends to Claude Code
- Claude Code Skills: What They Do and Which Ones to Use
- CLAUDE.md: How to Write One That Stays Lean
- How to Make a PDF Report with Claude
- How to Make a Presentation with Claude
What I've built lately.
Content that keeps itself current
Publishing pages that carry numbers - prices, benchmarks, "updated for 2026" posts - and dreading the refresh backlog? I built a statistics site where every figure recomputes from its source, and a Claude routine reads the prose against the data each morning. The patterns transfer to any site.
How it works
The parts Shopify Plus B2B doesn't do
Running trade pricing through an ERP and wondering whether Shopify Plus can hold it - the negotiated specials, the volume breaks, the carton rules? I moved the price lists across natively and built the one piece the platform can't do, so every customer sees the price their rep agreed.
Eight content ideas, from the model you choose
Type a topic or paste your URL, then pick which model does the thinking - Llama, Qwen, DeepSeek and a few more, most of them free - and get eight commissioning-editor pitches: safe bets, bold swings and contrarian takes, each scored for freshness.
The world's first AI-ready job board and data platform
Jobs pulled from 19 ATS platforms, AI-enriched on the edge, and served four ways from one store - web page, XML, JSON and live agent tools.
Shopify Plus - Industrial B2B commerce, wired to SAP B1
Five legacy brand sites folded into one Shopify Plus trade store, priced live from SAP - and organic search up 35% year on year.
Retail competitor price monitoring
Five competitors' prices across a 1,250-product portfolio, checked overnight instead of by hand.
Compliance monitoring software for FCA-regulated networks
Three hours of manual checking per broker site, down to minutes - with the evidence attached to every decision.
Technical SEO audits, inside Claude
Search Console and a full crawl of your site, merged into one ranked audit you can talk to.
Retail price and product data collection, with n8n
Product catalogues from 20+ suppliers, re-scraped, enriched and served to publishers daily.
Private AI on my own hardware
The volume work moved onto my own GPUs, and sensitive data never leaves the building.
Content automation with a system behind it
Research, drafting and fact-checking at production scale, ready for your editor before publish.
Tools I publish, free.
Open-source MCP servers that solve specific problems marketers and digital people face, built because I needed them and run on my own sites every day. Install them into the AI assistant your team already uses.
Grounded search, image analysis, diagrams and video from inside Claude, with my Gemini MCP.
33 GitHub starsnpm i -g @houtini/gemini-mcp A free, open-source SEO audit tool for Claude: your Search Console data and a crawl of your site, 99 checks ranked by clicks per developer-hour.
38 GitHub starsnpm i -g @houtini/seo-audit-console Company fundamentals, statements and ratios from inside an agent. Built for finance and investor-research workflows.
2 GitHub starsnpm i -g @houtini/fmp-mcp 
