What is Content Analysis?
Content Analysis scans your existing web pages and evaluates how well they are positioned to earn citations from AI search engines. Instead of starting from scratch, you can identify quick wins — pages that are close to being citable but need targeted improvements. Navigate to Content Engine > Content Analysis to get started.Scanning Your Pages
Content Analysis evaluates any publicly accessible URL on your site. You can scan pages individually or in bulk.Add pages to scan
Enter one or more URLs from your website, or import pages from your sitemap. Content Analysis will fetch and analyze the content of each page.
Run the analysis
Click Analyze to start the scan. Content Analysis evaluates each page across multiple dimensions and generates a detailed report.
Analysis Dimensions
Content Analysis evaluates each page across four key dimensions:Readability Score
Measures how easy your content is for both humans and AI systems to parse. The readability score considers:- Sentence structure — Shorter, clear sentences score higher
- Paragraph length — Concise paragraphs with focused points perform better
- Heading structure — Logical H1/H2/H3 hierarchy that breaks content into scannable sections
- Formatting — Use of lists, tables, and bold text to highlight key information
| Score Range | Rating | Interpretation |
|---|---|---|
| 80 — 100 | Excellent | Content is well-structured and easy for AI to parse |
| 60 — 79 | Good | Minor structural improvements would help |
| 40 — 59 | Needs Work | Significant formatting and structure issues |
| 0 — 39 | Poor | Content needs a major restructure for AI readability |
AI Citation Potential
Estimates how likely AI search engines are to cite this page as a source. This score is based on:- Topical authority — Does the page demonstrate expertise on its subject?
- Source credibility signals — Does the page include data, citations, and authoritative references?
- Content completeness — Does the page thoroughly cover its topic, or does it leave gaps?
- Structural cues — Does the page use formats that AI engines prefer for citation (e.g., clear definitions, structured comparisons, data tables)?
AI citation potential is a predictive score, not a guarantee. It reflects how well your content matches the patterns that are commonly cited by AI engines based on PromptAlpha’s analysis of citation behavior across platforms.
Keyword and Topic Coverage
Evaluates whether your content covers the topics and keywords that are relevant to your tracked prompts. This dimension checks:- Primary topic alignment — Does the page clearly address the core topic?
- Related subtopics — Does the page cover adjacent questions that AI engines often bundle into responses?
- Keyword presence — Are the terms and phrases from your target prompts naturally present in the content?
- Content gaps — Are there important subtopics that the page does not address?
Competitive Comparison
Compares your page against the content that AI engines currently cite for the same prompts. This analysis shows:- Citation leaders — Which competitor pages are being cited for the prompts your page targets
- Content differentiators — What the cited pages include that yours does not
- Structural differences — How the cited pages are formatted compared to yours
Actionable Recommendations
For every scanned page, Content Analysis generates a prioritized list of recommendations. Each recommendation includes:- What to change — A specific, actionable improvement (e.g., “Add a comparison table for the top 5 tools mentioned”)
- Why it matters — How the change impacts AI citation potential
- Priority level — High, medium, or low, based on estimated impact
- Effort estimate — Whether the change is a quick fix, moderate edit, or major rewrite
Structure & Formatting
Structure & Formatting
Changes to headings, paragraphs, lists, and tables. These are often the quickest wins. Examples: adding a summary section, breaking up long paragraphs, inserting a comparison table.
Content Depth
Content Depth
Suggestions to expand coverage, add missing subtopics, or address questions that your content currently skips. Examples: adding a FAQ section, covering a missing use case, including specific data points.
Credibility Signals
Credibility Signals
Improvements that strengthen the perceived authority of your content. Examples: citing primary sources, adding statistics with references, including author credentials, linking to related authoritative pages on your site.
Keyword Optimization
Keyword Optimization
Adjustments to ensure your content uses the terminology and phrasing that appear in your target prompts. Examples: incorporating specific query phrases, using natural language variations of key terms, adding relevant synonyms.
Prioritizing Pages to Optimize
Not all pages are equally worth optimizing. Use these criteria to decide where to invest your effort:- High citation potential, low current visibility — Pages that score well on content quality but are not yet being cited. Small improvements can push these over the threshold.
- High-traffic pages — Pages that already attract organic search traffic have established authority signals. Optimizing them for AI citation extends their value.
- Commercial-intent pages — Product pages, comparison pages, and buying guides target the prompts most likely to influence purchasing decisions through AI search.
- Quick wins — Pages where the recommendations are mostly structural (formatting, headings, tables) rather than requiring major content rewrites.
You can re-scan pages after making improvements to see your updated scores. This lets you verify that your changes had the intended effect before moving on to the next page.
Connecting Analysis to Content Generation
When Content Analysis reveals that a page needs a significant rewrite or that a topic is not covered at all, you can send it directly to AI Content Generation:- Rewrite an existing page — Use the analysis results as the brief for generating an improved version of the page.
- Create a new page — If analysis reveals a topic gap that no existing page addresses, create a new content item in the Content Calendar to fill it.