AI Bot UA Classifier
Real-time bot classification engine for AI crawler traffic.
Forged from real client work, proof attached. Pick a piece or take the whole system.
Browse the full catalog → Browse ready-made kits → Build your own set →Implement dualmark-style .md companion endpoints alongside HTML pages for AEO/GEO every URL…
Builds a markdown twin for every HTML page so AI search engines like ChatGPT, Claude, and Perplexity get clean, parseable content instead of HTML clutter. It integrates the dualmark library into Astro 5 and Next.js 15 via HTTP content negotiation, with cache invalidation, content-drift detection, and AI-crawler discovery. The foundation for getting your pages cited by AI answer engines.
Prices include 20% VAT. · Forged on real agency work · one-time, no lock-in
Inside the run · no black box
AI crawlers read markdown better than HTML, so every page gets a twin. The skill audits your conformance baseline, wires content negotiation into your stack, and watches daily for drift between the two versions.
dualmark-md-companion · core
core active · 6 lines
Serving a .md companion endpoint per page for AEO/GEO
Fixing 'ChatGPT cites my competitor, not me' by removing HTML clutter for bots
Letting AI bots cleanly consume a Sanity CMS or MDX blog
Setting up llms.txt and rel=alternate discovery in Next.js 15 or Astro 5
Allowlisting AI crawlers in robots.txt and ai.txt
Generating markdown twins for programmatic/pSEO pages at scale
Drag time forward. Watch what stays.
Forever
That's what owning means.
ai writing tool: subscription
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Increase your odds of being cited by AI answer engines, not just your competitors
license: perpetualFeed AI crawlers clean markdown instead of JS-heavy HTML soup
license: perpetualAvoid duplicate-content penalties with proper noindex and discovery headers
license: perpetualKeep HTML and markdown perfectly in sync with single-source rendering
license: perpetualsubscriptions expire · deeds don't
Pick a piece up. Watch it work.
Astro 5 and Next.js 15 integration configs with content negotiation
6 parts · one working system · ships instantly by email
Marketing engineers and content teams who want their site cited by AI answer engines and need clean markdown infrastructure for AI crawlers.
then this was forged for you.Universal by design: these run in any AI. Delivered in the open Agent Skills + MCP format (native in Claude); ChatGPT, Gemini, Cursor and Copilot adapt the same files their own way.
It integrates with both Astro 5 and Next, and pulls from sources like Sanity CMS or MDX. If you are on one of those, the markdown twin fits your existing pipeline.
AI bots parse clean markdown far more reliably than cluttered HTML, so your content reaches them intact instead of half-read. It removes a real barrier, the bot sees what you actually wrote.
No tool can guarantee a citation, that depends on your content quality and authority too. What this fixes is the infrastructure problem: making sure bots can cleanly read you in the first place.
By email right after purchase: ready to run, downloaded instantly, no setup wait.
A one-time purchase; no subscription or hidden fees. VAT (20%) is included.
As a digital product, it can’t be refunded once downloaded. That’s why we show exactly what’s inside and who it’s for, right here.