Instead of reducing a page to a single superficial score, SEO Page Auditor helps you understand how the page is structured, how keywords are distributed, where semantic relationships break down, and exactly how to turn that intelligence into execution.
One page. Multiple analytical layers.
A page is not one block of text, and ScriZen SEO Page Auditor does not analyze it as one. It examines the same page from multiple perspectives: what part of the page is in scope, how you inspect it, where terms are positioned, where individual words occur, how phrases are distributed, how terminology connects, whether sections are ready to answer, and whether the complete page is structurally sound.
3 audit scopes
What are you analyzing?
Switch between Full Page, Main Content, and Navigation so every metric is calculated for the scope that matters.
3 synchronized views
How are you inspecting it?
Read the rendered page, inspect the HTML, or focus on extracted text without reloading the URL.
5 visual zones
Where is the term positioned?
Rendered-page placement contributes to prominence and semantic weight instead of treating every occurrence as equal.
21 word-level zones
Exactly where does a term occur?
Inspect individual words across content, metadata, headings, URLs, links, and image-related locations.
8 phrase-analysis zones
How are important phrases distributed?
N-Gram Stats evaluates 1-to-5-word phrases across its dedicated eight-zone scoring model.
Semantics, answers & page health
How does it all work together?
Semantic relationships, AEO/GEO, Page Analysis, links, and images add the structural and diagnostic layers around the content.
Three audit modes — one page, three perspectives.
Load a URL once. Then switch between a whole-page view, the main content area only, or just the navigation — without reloading. Every metric recalculates for the active scope, so before ScriZen SEO Page Auditor asks where a term appears, you can decide what “the page” means for the analysis and isolate whether a problem lives in the article body or the page chrome.
Page Audit (Full)
Analyzes every content element across the entire page — body, headers, footers, sidebars, and navigation alike.
Content Audit
Isolates and focuses exclusively on the main article body, filtering out menus, sidebars, and boilerplate chrome.
Navigation Audit
Filters for menus, internal header/footer links, and navigation UI — to audit crawl paths and internal linking separately.
The same page. Three ways to inspect it.
See what users see, inspect what search systems receive, and read what the page actually says — without reloading the URL or leaving the audit.
WYSIWYG
The rendered page as the browser drew it — for visual interpretation, layout checks, and screenshot-based zone analysis.
HTML
The raw markup — for markup-aware inspection: tags, attributes, schema structure, and semantic element hierarchy.
TEXT
The extracted plain text — for reading the content without visual noise, checking keyword flow, and reviewing readability.
Page Analysis
Content analysis explains what the page is saying. Page Analysis explains whether the document supporting that content is structurally and technically sound. It presents key page-level SEO factors — heading distribution, metadata, structural breakdown, and readability — in clean, exportable tables. This is the table you'd hand to a developer, not a summary written for a client.
- Indexability & access: HTTP status, meta robots, X-Robots-Tag, robots.txt, sitemap, canonical
- Editorial structure: text size, vocabulary, text blocks, sentences, text/HTML ratio, spam rating
- Readability: Flesch–Kincaid (multilingual), Dale–Chall, Coleman–Liau
- H1–H6 hierarchy and heading distribution
- Technical metadata and rendering performance
- Per-table Excel export via context menu
N-Gram Stats, scored across 8 zones
Discover which 1-to-5-word phrases dominate the page — scored separately in Total Page, Plain Body Text, Title, Meta Description, JSON-LD, Open Graph, Twitter Cards, and the first 150 words. So you can see whether a phrase is actually structural or just padding.
- HTML sources: Body Text, Title, Meta, JSON-LD, Open Graph, Twitter, Intro, H1–H6, lists, anchors, alt text
- Search modes: Contains, Exact, Starts with, Ends with, or Regex
- Include / Exclude phrase lists with count badges
- Keywords-only toggle for tracked target terms
- 7 numeric thresholds — min/max length, occurrence count, word count, density range
- Content Segmentation by visual zone and HTML-element source filtering
Semantic Analysis — from placement to relationships.
Four connected inner tabs move from individual term evidence to co-occurrence, semantic distance, and concrete cohesion problems. First inspect where terminology appears; then examine how the terms connect and where topical cohesion breaks.
a) Word Stats
Frequency is only the starting point. ScriZen SEO Page Auditor combines count and density with placement-aware prominence and semantic weight, then lets you inspect the detailed locations where the term occurs. The rendered page is evaluated across five visual zones for placement-aware weighting; Word Stats then breaks the evidence down across 21 word-level analysis zones. Select any row and every occurrence lights up directly on the page screenshot.
- Page & body: Total (Full Page), Body Text, Intro (first 150 words)
- Metadata & social: Title, Meta Description, JSON-LD, Open Graph, Twitter
- Headings & emphasis: H1, H2, H3, H4–H6, Lists (ul/ol), Bold, Italic
- URLs & links: Page Slug, Link Slug, Anchor Text, Link Title
- Images: Image Alt, Image Src
- Per-term metrics: Count, Density, Prominence, Semantic Weight, Nesting, and Cohesion
- Click-to-highlight — every instance on the page screenshot
- Search & controls: 5 match modes, Include / Exclude, Keywords-only, TF-IDF Suggest, zone & source filters
b) Linked Words · c) Semantic Distance · d) Semantic Breaks
Linked Words shows which candidate terms co-occur in the same paragraphs and sentences, revealing the page's true thematic structure. Semantic Distance measures how close any two key terms are to each other, so you can see whether a page is focused or fragmented. Semantic Breaks is a queue of concrete cohesion and cleanliness issues, each with a severity rating.
- Severity: Critical / High / Medium / Low / Warning
- Issue type (category) and visual zone filters
- Page scope filter (full / main content / navigation)
- Links: All / External only / Internal only
- Text search across issue descriptions
- Cohesion scoring per paragraph and sentence
GEO & AEO Engine — AI-readiness
After understanding what the page says and how its terminology connects, ScriZen SEO Page Auditor evaluates whether individual sections are structured to answer. As generative search and AI answers reshape traffic, ScriZen SEO Page Auditor scores how well your page is optimized to be cited — not as a bolt-on checkbox, but as a dedicated engine with per-section analysis.
- Technical Core: speed, canonicals, TTFB, AI crawler access, document structure
- AEO Engine: section-by-section (H2/H3) answer-extraction readiness
- GEO Engine: section-by-section generative citability and topical authority
- BLUF analysis & first-paragraph word-count checks (40–60 word snippet window)
- Q&A-heading detection for voice assistants and People Also Ask
- Impact-prioritized recommendations, color-coded by severity, click-to-jump, with exact point penalties
Link Analysis — reviewed, not just counted
A full link inventory with anchor morphology, redirect and error detection, internal/external classification, and duplicate detection — three dedicated tabs, each with its own filters.
- Link Inventory: grouped destinations, response codes, redirect chains, target signals
- Anchor Morphology: anchor-text variations and structural patterns, by scope
- Technical Issues: errors with visual evidence and fix recommendations
- Internal / external classification, empty anchors, duplicate detection
- View-mode toggle (occurrence / group) with advanced filter bar
- Per-tab scope and match-mode filters
Image Analysis
Three inner tabs — Summary, Content, and Technical — running technical SEO checks per image (metadata, aspect ratio, hidden/small-icon exclusions) plus a content-quality pass, with clear Critical / Warning / Review status flags. Open any row to preview the image at full size with the same mobile user-agent used to load the page.
- Alt quality, filename quality, and context match evaluated per image
- Auto-exclude utility images: tracking pixels, hidden elements, small icons
- Critical / Warning / Review status flags per image and per check
- Show excluded — reveal auto-filtered images
- Show tasks — reveal items flagged for action
- Full-resolution preview with the same mobile user-agent as the crawl
Visual Analytics — Semantic Dashboard
Tables let you inspect the evidence. Visual Analytics turns the same semantic relationships into a navigable map. The interactive, WebEngine-powered dashboard visualizes the page's semantic structure as a node graph — so you can see a page's topical structure instead of inferring it from a spreadsheet.
- Interactive node graph: nesting, proximity, zone affinity, broken connections
- Layer filter: All / Words / Phrases
- Top N: Top 10 / 20 / 30 terms displayed
- Source Matrix: heatmap of term density across zones and HTML sources
- Fullscreen workspace for detailed visual inspection
- Per-tab state — panel, layer, and top-N saved and restored
TOP 3 Competitors — comparative workflow
TOP 3 Competitors brings competitor pages selected from live Google results into a unified comparative workflow. It combines comparative on-page scoring, shared query families, SERP consensus, page-level structure, and top-keyword analysis to show where competing pages are stronger, which concepts they share, and where your page has optimization gaps.
- Optimization Rating: comparative on-page SEO scoring
- Query Families: shared keyword clusters with avg/max semantic weight
- SERP Consensus: common structural elements and topics across results
- Page Breakdown: side-by-side structural comparison
- Top Keywords: highest-rated terms across competitors
- Winner identification: which page currently wins each query family
SEO Brief — execution-ready output.
A condensed, client-ready overview that turns the analytical data ScriZen SEO Page Auditor collects into structured, writer-ready output — capturing key findings, readiness scores, and actionable takeaways in one place.
From audit to brief
The same analytical data ScriZen SEO Page Auditor already collects is intended to feed the brief — no re-entry, no separate tool. What you measured becomes what you hand off.
Status: in development
The SEO Brief module is being finalized in the current Beta. The underlying analytical engine it draws from is already live across every other module above.
Built-in Google Search — find, select, analyze
Run localized queries with location, interface-language, and country filters — exactly as a user from your target region would. Then select the top 3, 5, or 10 results with one click, or hand-pick individual pages from the top 10 and send them directly into ScriZen SEO Page Auditor. The workflow is simple: find → select → analyze → compare.
- Localized queries — region, UI language, and country parameters replicate real user searches
- Query history (newest-first, deduped) and favorite location presets
- hl / gl / UULE geo-targeting parameters
- Quick select — grab the top 3, 5, or 10 results with one click
- Manual pick — check any individual pages within the top 10 for analysis
- Batch import — send the selected URLs (up to 10) straight into analysis
Built for the audit after the first click.
Open multiple pages, preserve the working context, save filters and results, recover after interruption, and export the evidence when the audit moves to a developer, writer, client, or another tool.
Editor & workspace
- Multi-tab editor — up to 11 pages side by side, drag-and-drop to reorder, double-click to rename
- Rich formatting toolbar: bold, italic, H1–H6, lists, and hyperlinks with an interactive dialog
- Zoom, undo/redo, intuitive hotkeys, and global find-and-replace on every tab
Real-time text & SEO statistics
- Character and word counts, structural breakdown, and average sentence length — updated on every edit
- Filler Ratio, Stuffing Index, Peak Density, and Spam Rating for over-optimization control
- Automatic stop-word filtering based on detected language
Keywords & N-grams
- Per-tab keyword lists linked directly to their URL tabs — add, remove, import, export
- TF-IDF extraction of high-value terms from title, meta description, and body
- Multi-word phrase support and 1- to 5-word N-gram parsing
Sessions, autosave & recovery
- Full session snapshots — tabs, URLs, keywords, results, HTML source, cache, filters — in one .ses.gz file
- Configurable autosave intervals and automatic crash-recovery prompt on relaunch
- Isolated per-tab filter states — no cross-tab state mixing
Export & reporting
- Excel (.xlsx): formatted spreadsheets with auto-filters, frozen headers, and color coding
- CSV with UTF-8 BOM, JSON for custom integrations, Word (.docx) for edited content
Personalization
- 7 built-in themes — Dark, GitHub Light, One Light, Nord, Dracula, Monokai, System
- Multi-language UI (Native English & more), custom User-Agent profiles
- Workspace layout, splitters, and fonts persist across restarts
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