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SiteRune vs Surfer, Clearscope, and 'AI SEO' writers

· Configuration notes, not a newsroom.

Those tools score keyword coverage in a draft. SiteRune scores whether an answer engine is allowed to fetch you and can ground an entity. NLP density is not GEO.

SiteRune vs Surfer, Clearscope, and 'AI SEO' writersSU

A draft is not robots.txt

Surfer will tell you to mention 'best crm' 14 times. SiteRune will tell you GPTBot is Disallow: /, llms.txt 404s, and there is no Organization JSON-LD. You can win the Surfer grade and stay invisible to ChatGPT browsing.

Use a writer. Then scan the origin.

Question-shaped H2s help both. After publish, run SiteRune so the template, headers, and bot policy match the essay. We will not sell you a content calendar or Reddit threads.

Capability table

SiteRune compared with Surfer / Clearscope
CapabilitySiteRuneSurfer / Clearscope
Draft keyword coverageNoYes
Origin fetchability (robots, llms.txt)YesNo
Entity / FAQ / Article schemaYesPartial
Security headers / ship filesYesNo

FAQ

Does SiteRune replace surfer?

No. Use the comparison table. SiteRune is a hosted configuration brief with CMS dialect and ship files. It does not replace rank tracking, backlink graphs, lab Core Web Vitals, or a desktop site-wide crawl.

What does a SiteRune scan actually fetch?

HTML and headers from this vantage point, robots.txt, sitemap, llms.txt, security.txt, and a polite walk of same-origin interiors. No headless Chrome. No exploits.

Run it on a live URL

Same scan engine. Guest scans stay free.

https://