On-Page Score History & Products Update
Assessment history now shows how your AI visibility score changed between runs. The products dashboard gets share of voice inline, and multi-vertical brands get market data across all their categories.New
- Run-over-run delta panel shows overall score change, pillar-level shifts, and which checks improved or regressed since your last assessment
- Brands with multiple verticals now get market intelligence aggregated across all their categories
Improved
- Share of voice is now inline in the top products table with fuzzy deduplication across similar product names
Reddit Engagement for Beauty Brands
Rix now helps you build a trusted presence on Reddit. Scan beauty subreddits for relevant threads, draft natural comments with brand voice, and track how your product gets mentioned — all from one place.New
- Reddit monitoring scans your target subreddits for keyword matches and classifies each post by intent so you know which threads are worth engaging with
- AI draft composer writes natural, thread-matched replies with subreddit rules shown inline so you never violate community guidelines
- Mention Product mode picks the most relevant SKU from your catalog and drafts a genuine brand mention — quota-gated at 1/day for account safety
- Draft page lets you paste any Reddit URL and choose warmup, reply, or product mention mode, so you can engage beyond your tracked keywords
- Account overview shows karma, activity by subreddit, and which drafts have been posted, giving you a clear view of your Reddit footprint
- Progressive unlock system starts new accounts in value-comment mode and enables product mentions once the account has built enough credibility
ChatGPT Integration & Traffic Data Fix
Connect Rix to ChatGPT via MCP server to query your brand’s AI visibility data directly from ChatGPT, plus more reliable traffic metrics.New
- MCP server integration lets you access Rix data from ChatGPT, including market insights, visibility, products, sources, and sentiments
Improved
- Traffic metrics now anchor to the latest available GA4 data, fixing empty results caused by GA4’s processing delay
- Connecting Google Analytics backfills up to 30 days of historical AI traffic so your dashboard isn’t empty on day one
- Broader ChatGPT traffic attribution catches more referral patterns from chatgpt.com
On-Page Assessment & Source Insights
Scan your website for AI visibility optimization with the new on-page assessment, and see which engines cite your sources with citation trends.New
- On-page assessment crawls your site, analyzes 4 pillars (content structure, freshness, structured data, crawlability), and generates prioritized recommendations
- Live progress stepper shows assessment stages as they happen (crawling, analyzing, generating)
- Assessment history tab lets you view and compare past assessment results
- Korean brands receive recommendations in Korean with natural dashboard terminology
Improved
- Source URLs now show which AI engine cited each source and citation count trends replacing the confusing “used in response” column
- Market metrics are scoped to your tracked categories for more accurate competitive data
Concern Rankings & Product Catalog
See which brands lead per skin concern in AI recommendations, and upload your product catalog for more accurate tracking.New
- Concern Rankings table on Market overview shows top brand and your position per skin concern (e.g., hydration, acne, aging)
- Product catalog upload with CSV validation — required columns enforced, Shopify CSV auto-detected
- Prompt movers replace the search intent funnel, showing which queries are gaining or losing visibility
Improved
- Catalog-matched product names now appear consistently across the Products dashboard
- Brand name extraction from AI responses correctly identifies parent brands
Smarter Market Metrics & Head-to-Head Products
More accurate competitive metrics scoped to your tracked categories, plus product-level detail in head-to-head comparisons.New
- Head-to-head category comparison now shows top product per brand for each category
- Visibility metric on Market overview tracks how often your brand appears across AI queries
Improved
- Competition dashboard renamed to Market for clearer navigation
- Visibility and SOV metrics now scoped to your tracked categories for more relevant competitive data
- Google AI Overview parsing for more accurate brand comparisons
- Filtered low-frequency domains from source rankings for cleaner data
AI Traffic Dashboard & Multi-Brand Support
Track AI-referred traffic alongside your visibility data, and manage multiple brands from a single account.New
- Traffic dashboard shows AI referral traffic with source breakdown, period deltas, and bar charts
- Multi-brand support lets you switch between brands and manage each independently from Settings
- Monitoring settings page to configure which categories and competitors you track
Improved
- Google integration now shows disconnect status with a banner and cleans up data on revoke
- Language preference moved to user profile so it persists across brands
- Fixed timeseries charts showing only one day of data when date range was too narrow
Google Integrations & Smarter Competition Scoring
Connect Google Search Console and Analytics to enrich your brand intelligence with real search data and AI referral traffic, plus more intuitive competition metrics.New
- Google integration connects Search Console keywords and GA4 AI referral traffic to your dashboard
- Competition tables show retailer platforms (e.g., sephora.com, amazon.com) sourced from AI responses
- Category rankings display each leader’s top-mentioned product
Improved
- Opportunity Score now scales 1-100 for intuitive competitive gap analysis
- Brand logos now use your uploaded logo consistently across the entire dashboard
- Smarter category extraction filters out peripheral product categories for more relevant tracking
Market Trend Charts & Competition Redesign
Visualize competitive SOV trends over time and track citation patterns with new timeseries charts across Competition and Sources dashboards.New
- Market SOV Trend chart on the Competition category page shows daily share of voice for your brand vs. top 3 competitors
- SOV Trend chart on the Head-to-Head page tracks your brand vs. selected competitor over time
- Citations Trend chart on Sources overview shows daily citation volume by source category
- Onboarding wizard lets you select tracked categories and competitors during setup
Improved
- Redesigned Competition category layout with vertical hero sidebar displaying your position, SOV, and trend alongside market leaders
- Competitors table now integrated directly into the Category tab for a unified competitive view
- Fixed sidebar navigation not highlighting the active page
Consumer Journey & Dashboard Overhaul
Track how your brand appears across every stage of the consumer journey, with redesigned dashboards delivering richer metrics and cleaner visuals.New
- Consumer Journey funnel shows brand visibility across awareness, consideration, and purchase stages with prompt-level drill-down
- Settings page for managing profile and brand configuration
- Period-over-period change indicators added to Sources and Competition dashboards
Improved
- Redesigned Prompts page with Overview and Tracked tabs, topic coverage health bars, and visibility movers
- Redesigned Insights overview with hero metrics and sentiment source citations per sentiment category
- Restructured Competition dashboard with dedicated Category rankings and Head-to-Head competitor views
- Brand logo accuracy with domain-based fetching across all components
Source Intelligence & Citation Analytics
Understand exactly which sources AI platforms cite when discussing your brand, with authority scoring, category breakdowns, and owned page tracking.New
- Sources dashboard with Overview and URLs tabs showing citation authority, source categories, and owned page analysis
- Authority scoring ranks domains by citation frequency and position across AI engines
- Ring chart visualizes source category distribution (Editorial, Retail, Social, D2C) at a glance
- URLs tab lists every cited page with domain filtering, pagination, and direct-citation indicators
- Date range filtering across all dashboard views
- Full Korean language support for Sources and Competition pages
Improved
- Owned domains excluded from competitive source rankings for fairer benchmarking
Competitive Intelligence Dashboard
See how your brand stacks up against competitors across AI platforms with the new Competition dashboard.New
- Competition dashboard with three views: Overview (category rankings), Topics (positioning status), and Competitors (head-to-head analysis)
- Category rankings show your position vs. competitors with gap analysis to identify opportunities
- Topic analysis reveals where you’re winning, competitive, trailing, or have blind spots
- Competitor drill-down shows head-to-head performance with sources, products, and platform breakdowns
Improved
- Redesigned Insights overview combining visibility trends and sentiment summary in one view
Korean Language Support
Rix now speaks Korean! Full localization support for Korean-speaking teams with seamless language switching.New
- Korean language support with complete dashboard translations
- Language automatically persists across page navigation and login sessions
- Korean typography optimized with Pretendard font for better readability
Design Refresh & Query Intelligence
Refreshed visual design across landing and authentication pages, plus smarter AI monitoring queries.Improved
- Redesigned landing page with refined typography, simplified navigation, and polished visual elements
- Redesigned authentication pages with improved user experience for login and signup flows
- Query quality with more natural, conversational prompts that better reflect how consumers ask AI for product recommendations
Sentiment Intelligence & User Experience
Added sentiment summaries and improved dashboard experience with bug fixes and enhanced visual design.New
- Sentiment summaries of positive, neutral, and negative themes from AI responses, providing quick insights into brand perception drivers
- User authentication for secure, personalized dashboard access
Improved
- Fixed timezone bug so dashboard correctly displays data based on your local timezone
- Refreshed visual design with updated chart colors, tooltips, and data tables for a more modern look
Data Quality & UX Improvements
Enhanced data accuracy across sentiment and product metrics with improved real-time status indicators.New
- Live data freshness indicator showing real-time status (green = today’s data, red = stale)
Improved
- Product and platform metrics now show relative share percentage instead of raw counts
- Product attribution shows organic mentions only (excludes brand-specific queries)
- Fixed sentiment percentage consistency between trend chart and breakdown view
- Sentiment breakdown bar chart hides labels on small segments for better readability
Dashboard Redesign
Redesigned the insights dashboard with improved navigation, platform-specific analytics, and enhanced data visualization.New
- Platform breakdown to compare brand performance across ChatGPT and Google AI Overview
- Engine filtering to view platform-specific metrics
- Brand logo customization in sidebar and dashboard header
Improved
- Navigation with streamlined sidebar and brand switcher
- Data presentation with consistent formatting and visual badges
- Data querying logic from server for more insightful metrics
Google AI Overview Support
Added Google AI Overview as a second AI search engine source, expanding brand visibility tracking across multiple AI platforms.New
- Google AI Overview data collection alongside ChatGPT
- Multi-engine tracking to compare brand performance across AI search platforms
- Engine-level filtering for platform-specific analytics
Enhanced Competitive Intelligence
Added visibility score tracking and improved competitive ranking accuracy for better AI search performance insights.New
- Visibility metrics — composite metric tracking brand mention frequency, position quality, and market coverage
Improved
- Competitive rankings — refined algorithm to better prioritize mention volume and position quality
- Product data extraction — improved SKU and GTIN capture from e-commerce product catalogs for better product-level tracking