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Citegrade
Changelog

Product updates and improvements

A running log of what we've shipped, fixed, and improved. Citegrade is under active development — here's what's new.

FeatureImprovement

Original Information — A Seventh Scoring Dimension

The most common reason a well-written page never gets cited is that everything on it is available at the sources it links to. That is now scored on its own, instead of being averaged away inside Evidence.

  • New Original Information dimension: first-hand research, testing, data, and expert input scored separately
  • Report leads with your AI Citation Readiness score and shows all seven signals up front
  • New "Biggest opportunity" panel names your weakest signal and what fixing it is worth
  • Weights rebalanced per content type — comparison pages weight originality highest, reference pages lowest
  • Dimension names now describe AI citation behaviour rather than generic audit vocabulary
Feature

Competitor Comparison — See Why AI Cites Them Instead

When your page isn't cited, you can now compare against any competing source to see exactly what they do better and what to change.

  • Click "Compare" on any competing source in citation results
  • AI analyzes both pages side-by-side for the specific query
  • Shows what they have vs what you're missing, with concrete fix instructions
  • Top 3 priority actions ranked by citation impact
  • No scan credit consumed — comparisons are free
FeatureImprovement

Rewrite Engine v2 — Faster, Sharper, More Accurate

A major upgrade to the AI rewrite engine. Rewrites are now more contextually aware, preserve brand voice better, and generate in under 2 seconds.

  • Rewrites now reference surrounding paragraph context for better coherence
  • Brand voice preservation improved — less generic output
  • Generation speed reduced from ~5s to under 2s per suggestion
  • Added confidence scoring to each rewrite suggestion
Improvement

Improved Citation Readiness Scoring

The readiness score algorithm now weighs six dimensions more precisely, aligning closer to how LLMs actually prioritize content for citation.

  • Dimension weights rebalanced across six scoring pillars
  • Entity density is now factored into authority sub-score
  • Score breakdowns in reports now show individual dimension contributions
  • Historical score comparisons available on re-scanned pages
Feature

Notion and Google Docs Integrations

Import draft content directly from Notion pages or Google Docs into Citegrade for analysis. No copy-pasting required.

  • Connect Notion workspace and select pages to import
  • Google Docs sync with automatic content extraction
  • Imported content retains heading structure and formatting
  • Re-import to track changes after edits
Improvement

Faster Audit Processing

Audit scans are now significantly faster across all plan tiers. Most pages complete in under 15 seconds.

  • Average scan time reduced by 40%
  • Parallel processing for multi-section pages
  • Progress indicator now shows real-time step completion
Feature

Before/After Diff and One-Click Rewrites

Two features that close the gap between diagnosis and action. See exactly what changed and apply fixes instantly.

  • Visual diff view showing original vs. optimized content inline
  • One-click apply for individual rewrite suggestions
  • Batch apply option for accepting all rewrites in a section
  • Undo support for applied rewrites
Feature

Dashboard Workspace Overview

A new dashboard home screen with summary stats, recent audits, recurring issues, and workspace insights.

  • At-a-glance stats: average score, attention items, monthly audits
  • Workspace insight card with AI-generated recommendations
  • Top recurring issues panel across all scanned pages
  • Quick action shortcuts for common workflows
Fix

Bug Fixes and Stability Improvements

A maintenance release addressing several issues reported by beta users.

  • Fixed score display rounding error on reports with sub-50 scores
  • Resolved timeout on pages with deeply nested iframe content
  • Fixed broken pagination on reports list for accounts with 100+ audits
  • Corrected heading hierarchy detection for non-standard HTML structures
Feature

Webflow CMS Integration

Push optimized content directly to Webflow CMS collections. Audit, rewrite, and publish without leaving Citegrade.

  • Connect Webflow site and map CMS collection fields
  • Push rewritten content to draft or published state
  • Field-level mapping for title, body, and meta description
Feature

Citegrade Public Beta Launch

Citegrade is now available in public beta. Built to help websites and SaaS products get cited by ChatGPT, Perplexity, and AI search.

  • Page-level AI citation readiness audits
  • Prioritized issue detection across six dimensions: structure, authority, credibility, findability, freshness, and clarity
  • AI-powered rewrite suggestions
  • URL-based scanning with markdown and raw text support
  • Pro plan with 30 scans per month

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