Case study · SEO Tooling
Launched 2024 Commercial · Active

100 pages.
One click.

Point it at a domain. Kensaku finds the patterns Google already rewards, helps you build the dataset, writes the articles, and publishes to WordPress.

kensakuai.com
Kensaku AI homepage

Kensaku came out of my own SEO work. I was running programmatic-SEO projects and kept hitting the same wall: the manual work around the generation. Find the pattern, build the dataset, write the template, generate, check for duplicates, publish. Each step had decent tools for it. None of the tools talked to each other.

So I stitched them together. The site analysis that tells you what patterns are worth building. The dataset builder that imports from CSV and uses the LLM to enrich the gaps. The generator that writes the pages with the dataset plugged in. And the publisher that ships them straight into WordPress. One flow, one tool.

"The bottleneck was never the writing. It was the dataset. I built around that."

Programmatic SEO has a bad reputation for good reason. Most of the pages it generates are thin, duplicative, and eventually de-indexed. The existing tools either spray low-quality content at the wall or cost a fortune for a hand-crafted pipeline.

The actual bottleneck isn't the writing. Models are fine at writing. The bottleneck is the data underneath. Differentiated dataset, differentiated page.

Site analysis goes first. You need to know what pattern is worth building before you build anything. Kensaku crawls your domain and tells you which scalable patterns have search volume and where your content has gaps.

The dataset builder is the real moat. You import what you have, the AI fills in the gaps, and those gap-fills are what make the resulting pages differentiated from the next guy's template.

Each generated page is scored for uniqueness before it ships. The pages that would be too similar to something already on your site get flagged, not published.

Large language models Website crawling Dataset enrichment WordPress REST API Cloudflare Workers Stripe

Site analysis first

Scalable patterns with actual search volume, before you build anything.

Dataset builder

Import, enrich, use as the raw material.

WordPress auto-publish

Push straight in with categories, schedules, authors.

Uniqueness scoring

Dedupes before publish so you don't get de-indexed.

Commercial and live. Used by SEO teams, agencies, and by me. I use it to keep cryptogamingdb.com and several other sites in this portfolio fed.

Got questions about how I built Kensaku AI?

Book an hour and ask me. I do paid consults for scoping, debugging, and going deep on stuff like this.