Changelog

What's new in Superlines

A running log of new features and improvements shipped to the Superlines platform.

Improved Comparison Analytics

More accurate period-over-period comparisons and a cleaner navigation experience.

  • Improved Comparison views now deliver more accurate period-over-period changes for citation rate and brand visibility
  • Improved Streamlined sidebar navigation for a cleaner platform experience

Data Export & Delivery

Comprehensive export controls across all analytics views.

  • New Data export system with CSV and JSON support across Dashboard, Competitor Analysis, Citation Analysis, and Response Analysis views
  • Improved Exports now respect all active filters including tags, sort settings, and engine selections

AI Agent & SEO Tools

An in-app AI agent for natural-language queries against your visibility data, alongside new SEO optimization tools.

  • New AI Agent — ask natural-language questions about your brand's AI visibility directly inside the platform
  • New SEO Tools suite — page-level audit and optimization recommendations for improving AI discoverability
  • New AI Search Audit — comprehensive audit of how AI models perceive and cite your web pages
  • New Mentions & Citations unified analysis page
  • New Article Generator — AI-powered content creation based on visibility gaps and competitor analysis

AI Crawler Analytics

Track which AI bots crawl your site and understand their behavior patterns.

  • New AI Bot Crawler Analytics — monitor which AI crawlers visit your pages, with path and referrer breakdowns
  • New Tracking pixel for real-time AI bot detection on your own properties
  • New Prompt labeling — organize tracked prompts with custom labels and filter across all views
  • New Dashboard annotations — mark important events and track their impact on visibility
  • Improved Major analytics performance upgrade — up to 55% faster load times across all views
  • Enterprise Automated trial and monthly visibility report emails

MCP Server, REST API & Google AI Mode

Programmatic access to your visibility data through MCP and REST API, plus Google AI Mode tracking.

  • New MCP Server — connect your AI agents to Superlines via Model Context Protocol for real-time visibility, citation, and competitor data
  • New REST API — full programmatic access to all analytics data with API key authentication
  • New Google AI Mode tracking — monitor how your brand appears in Google's AI Mode search experience
  • New Multi-organization support — manage multiple brands and teams from a single account
  • New Coverage Matrix — visual overview of prompt-to-engine testing coverage
  • Improved Prompt management with bulk operations, quota tracking, and status management

Query Fan-Out Analytics & Dashboard Redesign

Understand which web search queries AI models perform when answering prompts, plus a completely redesigned dashboard.

  • New Query Fan-Out Analytics — see the actual web search queries that AI models execute when generating answers to your tracked prompts
  • New Overview page — high-level summary of your AI Search visibility with industry benchmarks
  • New GA4 integration for correlating AI visibility with organic traffic changes
  • New Competitor trend visualization with Share of Voice comparisons
  • Improved Complete dashboard redesign for faster loading and improved UX

Competitor Analysis & Market Intelligence

Deep competitor benchmarking across AI engines and new market-level analysis capabilities.

  • New Competitor Analysis — detailed view of how competitors perform across all tracked AI engines with Share of Voice breakdowns
  • New Market Analysis — topic-based industry intelligence showing which brands dominate in each category
  • New Top Cited URLs — see exactly which pages AI models cite most frequently across all engines
  • New Content Opportunities — discover high-potential topics where your brand has low visibility
  • New Reddit and Quora prompt discovery — automatically source real user questions as tracked prompts

Site Crawler & AI Search Auditor

Automatically discover pages on your domain and audit them for AI search readiness.

  • New Site Crawler — automatically discover and map URLs on your domain for AI Search optimization
  • New AI Website Auditor — analyze any webpage for AI search readiness with actionable recommendations
  • New GEO Audit — comprehensive Generative Engine Optimization scoring per page
  • New Schema Optimizer — generate and validate structured data markup for improved AI citations
  • New Cross-domain audit — compare AI visibility across multiple domains in a single view
  • New Recommendations engine — prioritized action items based on visibility gaps

Expanded AI Engine Coverage

Added support for new AI platforms and real-time notification capabilities.

  • New DeepSeek engine support — track brand visibility on DeepSeek's AI search
  • New Mistral engine support — monitor citations and mentions in Mistral AI responses
  • New Google AI Overviews tracking — real-time monitoring of your brand in AI-generated search overviews
  • New Slack integration for real-time visibility change notifications
  • New Industry analysis — benchmark your brand against entire industry verticals
  • New Search volume estimation for tracked prompts to prioritize high-impact queries

Platform Launch

Superlines AI Search Intelligence platform launched with core tracking across ChatGPT, Gemini, Perplexity, and Claude.

  • New AI Search Intelligence Dashboard — centralized view of brand visibility, citation rate, and sentiment across AI engines
  • New Tracked Prompts — manage and monitor a governed set of AI search queries across multiple engines
  • New Citation Analysis — understand which of your pages are cited by AI models and why
  • New Response Analysis — read full AI-generated responses with brand mention highlighting
  • New Brand Sentiment tracking — monitor how AI models frame your brand (positive, neutral, negative)
  • New Multi-engine support — ChatGPT, Gemini, Perplexity, Claude, and Copilot at launch
  • New Onboarding flow with AI-powered prompt generation based on your brand and competitors
  • New Team management with invitation system and role-based access
  • New CSV and PDF export capabilities for reporting
  • New Google Search Console integration for prompt discovery

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