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I just automated my pSEO with OpenClaw & seeing some good results
Posted by on February 12, 2026 at 5:30 amI have no experience with SEO, but I'm reasonably sound enough to understand basic concepts like On-Page SEO. I have no link-building or smart hacks or any secret sauce experience.
I have a geo related website which has a lot of [from] and [to] content so earlier I only had key info in some UI there. But recently I automatically generated about 37,000+ pages. Here's how I did it the secure way:
- I used NextJS + Claude Code, the entire website is just code, no cms or anything.
- The articles are uniquely generated so Google doesn't feel I'm spamming
- My slug urls are optimized to be short and readable.
- I have snippets + schema setup.
- Zero Orphan Pages, I don't have a single page on the website that doesn't link to any other. Since it's GEO, I made an basic algorithm that decides "other cities" you'd be interested in.
By doing just this + submitted my page to search console I was able to rank #1 for several keywords. My competitors are really bad, I'm atleast 100x better than them when it comes to web-vitals, UX and general helpfulness.
Now here's the fun part that I'm excited about:
- I have an OpenClaw agent that is able to get keyword data via (Keywords Everywhere + similar APIs)
- Then it can compare that on the DataForSEO API to find out where I'm ranking, + titles of my competitor.
- It can then re-write my content + keep it fresh to beat my competitors.
It breaks a lot but since I don't know much about SEO and this is my first project I was like I'd love to build an automated agent that manages this website for me. It can already send emails, so I'm wondering if it can do link building for me.
Anything I should keep in mind? I'll opensource this as soon as it's stable!
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1 Reply
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Programmatic SEO works well for geo-targeted content since the structure is repetitive and the data is unique per location. The key risk is Google eventually flagging templated pages if the content doesn’t have enough unique value per page.
For the data sourcing side, how are you pulling the location-specific information? If it’s from APIs that’s clean, but if you’re scraping competitor sites or local directories for pricing and service data, make sure your extraction is pulling actual content and not just navigation or boilerplate text. Garbage data in templated pages is easy to spot and gets deindexed fast.
Also worth monitoring your crawl stats in Search Console. pSEO sites tend to generate a lot of pages quickly and if Google’s crawler can’t keep up or starts seeing thin content, the whole domain can take a hit.
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This is interesting and honestly well thought out
A few things I’d keep in mind from an SEO perspective:* Quality control at scale is key. Even if content is unique, make sure it genuinely answers the query and isn’t just reworded data- especially for geo pages.
* Watch out for thin intent overlap. If many pages target very similar queries, internal cannibalization can creep in.
* I’d add a human review layer for top-performing pages (manual edits, FAQs, local context) to strengthen EEAT.
* Be careful with auto-rewrites- Google usually prefers stable content with meaningful updates, not frequent AI refreshes.
* Link building + citations (even light, natural ones) will probably be your next big unlock.Overall, solid foundation for pSEO if you keep UX, intent, and trust front-and-center. Curious to see how it performs long term
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