Comprehensive market analysis, competitive positioning, citation tracking, and strategic insights in visual, executive-ready reports that prove ROI.
Reporting & Analytics transforms raw AI search data into strategic intelligence. With advanced visualizations, market analysis frameworks, competitive matrices, and executive dashboards, you gain the insights needed to demonstrate value, guide strategy, and dominate your category in AI-powered search.
Comprehensive view of your competitive landscape
Monitor every mention with precision quality metrics
AI-powered strategic analysis with actionable recommendations
Based on SWOT analysis, receive:
XY positioning charts for visual competitive intelligence
X-axis: Organic search rankings
Y-axis: AI citation frequency
Quadrants: Leaders, Sleepers, Declining, Laggards
Identify brands succeeding in AI despite weak traditional SEO
X-axis: Share of Voice percentage
Y-axis: Month-over-month growth rate
Quadrants: Stars, Question Marks, Cash Cows, Dogs (BCG Matrix)
Which competitors to watch, which are vulnerable
X-axis: Number of AI citations
Y-axis: Average authority score
Quadrants: Authoritative Leaders, Volume Players, Niche Experts, Underdeveloped
Quality vs. quantity of AI visibility
X-axis: Breadth of topics covered
Y-axis: Conversion rate from AI referrals
Quadrants: Comprehensive Converters, Focused Winners, Broad but Weak, Gaps Everywhere
Whether to expand topics or improve conversion
X-axis: Number of AI platforms with citations
Y-axis: Share of Voice on dominant platform
Quadrants: Diversified Leaders, Niche Dominators, Scattered, Absent
Risk assessment if one platform changes algorithms
Tailored views for every role in your organization
High-level metrics for leadership
Tactical metrics for campaigns
Technical and on-page metrics
Monitor rivals continuously
Drag-and-drop report creation with pre-built templates
Executive Summary
1-page overview for leadership
Quarterly Business Review
Comprehensive performance analysis
Competitive Intelligence
Focus on rivals and market position
Campaign Performance
Attribution and ROI for specific initiatives
Technical Audit
Schema, crawlability, performance details
Content Strategy
Gap analysis and recommendations
Platform-Specific
Deep dive into ChatGPT, Perplexity, etc.
Deep-dive into attribution, conversion, and engagement
Compare performance across industry, competitors, and history
Compare against sector averages
Direct comparison to rivals
Track your own progress
Never miss critical changes with automated notifications
>20% change in 24 hours
Previously unseen brand gains visibility
AI responses framing you negatively
Validation failures detected
AI bots blocked or rate-limited
Rivals publish major new content
Tailored reporting for every stakeholder
Understanding how to measure and communicate your AI search performance
The most important metrics are citation frequency (how often you're mentioned), citation rank (your position when cited), share of voice (your percentage of total mentions vs competitors), sentiment distribution (positive/neutral/negative framing), and topic authority (which subjects you dominate). Unlike traditional SEO where you track rankings for specific keywords, AI search is about how often and how positively you appear across thousands of conversational queries. Our dashboards focus on these metrics, showing trends over time and comparing you to competitors.
Share of Voice measures your brand's mentions as a percentage of total mentions across all brands in your category. We run hundreds of industry-specific queries across multiple AI platforms and track which brands appear in responses. If 100 queries mention brands in your space and your brand appears in 28 of them, your Share of Voice is 28%. This metric is crucial because it shows your market position in AI search independent of any single query—it's a holistic view of your AI visibility compared to the entire competitive landscape.
Yes, every report and dashboard can be exported as PDFs with executive summaries, CSV files for deeper data analysis, or accessed via API for custom integrations. The PDF reports are designed to be presentation-ready—you can send them directly to stakeholders or clients without additional formatting. They include visualizations, trend analysis, competitive comparisons, and strategic recommendations. You can also schedule automated weekly or monthly report deliveries to keep everyone updated without manual work.
Dashboards are real-time, interactive views of your current performance—you can filter by date range, platform, competitor, or topic to drill into specific insights. They're perfect for day-to-day monitoring and quick analysis. Reports are comprehensive, automated summaries designed for presentations and strategic planning. They include executive summaries, trend analysis over specific periods, competitive positioning, SWOT analysis, and strategic recommendations. Think of dashboards as your operational tool and reports as your communication tool for stakeholders.
Our ROI tracking connects AI visibility improvements to actual business outcomes. We track visibility score increases, citation rate improvements, Share of Voice gains, traffic from AI referrals, and conversion quality from AI sources. For example, if your Share of Voice increased from 15% to 28% over three months while your competitors stayed flat, that's quantifiable competitive advantage. We also track which optimizations drove the biggest improvements, so you can show exactly what actions led to what results—crucial for justifying continued investment in AI search optimization.
Yes. You can create different report templates for different stakeholders. Executive reports focus on high-level metrics like Share of Voice, competitive positioning, and strategic recommendations. Marketing team reports dive into content performance, topic opportunities, and optimization priorities. Client reports for agencies can be white-labeled with your branding. Each report template can focus on specific metrics, time periods, and analysis depth appropriate for that audience. You define what matters to each stakeholder and automate delivery accordingly.
Transform raw data into strategic intelligence with executive-ready reports