GEO Content Readiness Scorer for B2B — AI Citation Score
Paste your page content and get an instant 0-100 score across 10 GEO readiness factors. optimised for long sales cycles and high-intent buyer journeys.
How to use this tool
- 1Copy your page content
Select all the text on your page - headings, body copy, FAQ section, author bio. Paste everything. The more complete, the more accurate your score.
- 2Optionally add your URL
Adding your page URL lets the tool detect whether your brand name appears in the content - an important GEO entity signal.
- 3Read your score and fix it
You'll get an overall 0-100 score, a breakdown of all 10 factors, and a prioritised action list of the 3 highest-impact improvements.
How this tool helps for B2B sites
AI search engines evaluate for b2b content across multiple credibility and structure signals before citing it. This scorer audits your content against ten factors including entity clarity, factual density, and citation readiness, giving for b2b sites a concrete roadmap to improve AI visibility.
B2B SEO operates across longer sales cycles where multiple stakeholders research solutions at different stages. Content must satisfy both technical evaluators searching for specifications and executive buyers searching for ROI validation. B2B keywords often have lower search volume but dramatically higher per-conversion value, making precise keyword targeting and conversion-focused content architecture essential.
for B2B SEO tips
- Map content to each buying stage with awareness-level educational posts, consideration-level comparison guides, and decision-level case studies with measurable outcomes.
- Target job-title-specific keywords like "CFO guide to [topic]" since B2B buyers search differently depending on their role and decision authority.
- Gate only high-value content like original research reports while keeping educational articles open to maximise organic traffic and top-of-funnel visibility.
What your score means
Your content has the structural hallmarks AI engines look for. You are well-positioned to appear in AI-generated answers. Focus on maintaining freshness and filling any specific gaps flagged in your breakdown.
Your content has a solid foundation but is missing key GEO signals. AI engines may occasionally cite it, but you are likely losing citations to better-optimised competitors. Work through the priority actions to close the gap.
Your content is unlikely to be cited by AI engines in its current form. This does not mean your content is bad - it means it is not structurally formatted for AI citation. The good news: the fixes are concrete and actionable.
Why GEO readiness is now a content priority
AI engines have different criteria than Google
Google ranks pages based on backlinks, technical SEO, and keyword relevance. AI engines like ChatGPT and Perplexity cite content based on how clearly it answers questions, how trustworthy it seems, and how well-structured it is. A top-ranking page with poor GEO optimisation is often never cited by AI - even when it should be.
The 10 factors are backed by research
Studies on AI citation patterns consistently show the same 10 structural factors separating cited pages from ignored ones: FAQ content, direct definitions, cited statistics, E-E-A-T signals, and content freshness are repeatedly the top differentiators. This tool quantifies your score across all of them.
Small fixes have outsized impact
Unlike traditional SEO, where improvements take months to reflect in rankings, GEO improvements can affect AI citations much more quickly. Adding a 5-question FAQ section, a direct definition in your opening paragraph, and a "last updated" date can push your score from 40 to 70+ in one editing session.
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