SEO Analysis — SERP-Calibrated Scores Before You Publish
Run a full SEO audit in seconds — keyword signals, readability, technical SEO, and LLM citation readiness — all calibrated against the real top 10 results for your keyword today.
Frequently asked questions
What exactly does the SEO Analysis agent check?
It runs 14 checks across four dimensions: technical SEO (heading hierarchy, meta tags, internal links), keyword signals (primary keyword density, LSI keyword coverage, title tag optimization), readability (Flesch score, sentence length, paragraph structure), and LLM discoverability (whether the article is likely to be cited in ChatGPT, Perplexity, and Gemini answers). Every check comes with a concrete action, not just a score.
Does it work on drafts, or only published articles?
Both. You can run SEO Analysis on a draft before you publish to catch issues early — this is the most valuable use case. You can also run it on published articles to identify what to improve retroactively. The agent compares your article against live SERP results for your target keyword so the feedback is always relevant to current ranking signals.
How is this different from tools like Surfer SEO or Clearscope?
Those tools give you a keyword density score and a list of terms to include. Content Agents's SEO Analysis goes further: it understands your article's argument, checks whether your content is structured the way AI models prefer to read it, and gives you edit-ready suggestions — not just a list of missing words. It also integrates directly into your writing flow so you don't switch tabs.
What is the LLM Lens and why does it matter?
LLM Lens (GEO Score) checks whether your content is written in a way that large language models are likely to extract and cite. As more people use AI for research, being cited in those answers drives traffic. The agent flags vague or unparseable sections and suggests rewrites that make your content citable — direct answers, clear attribution, and structured claims. See the GEO feature page for the full Generative Engine Optimization workflow.
How is this different from Beehiiv's built-in SEO?
Beehiiv auto-generates meta tags and basic sitemaps for newsletter sites. Content Agents runs SERP-calibrated analysis against the live top 10 for your keyword, GSC integration, keyword bank, backlinks autopilot, GEO scoring, and AEO visibility measurement — editorial SEO depth for brand content teams, not surface-level meta tags.
Will running SEO Analysis affect my article's voice or make it sound robotic?
No. The agent makes suggestions, never auto-applies them. Every recommendation is framed as a specific edit you can accept or ignore. The goal is to make your content clearer and more findable — not to stuff keywords or remove your voice. Most suggestions are structural (move this section earlier, add a summary paragraph) rather than copy changes.