Market Research &
Adversarial Intelligence
Standard competitor analysis means looking at a competitor's website and running a basic scan. That is not what we do. We deploy comprehensive market research and aggressive adversarial intelligence to systematically identify and dismantle competitor advantages — borrowing methodologies from cybersecurity red teaming and applying them to market positioning.
Comprehensive Market Research
Traditional market research blends consumer behavior analysis with economic trends to confirm business ideas, reduce risk, and understand your target market. We answer the questions that matter: market demand, market size, economic indicators, geographic saturation, competitive pricing, and customer acquisition costs.
- ✓Secondary research: existing data, demographic profiling, industry trends
- ✓Primary research: surveys (N=400+), in-depth interviews, focus groups
- ✓Pricing sensitivity analysis & competitive pricing mapping
- ✓Geographic market saturation studies
- ✓Customer persona development from real data
- ✓Market entry feasibility assessments
Adversarial Intelligence
Adversarial research treats the digital marketplace as a contested battlespace. We reverse-engineer competitor strategies, map their digital supply chains, and identify exploitable vulnerabilities — then build strategies to systematically capture their market share.
- ✓Competitor backlink profiling & link vulnerability mapping
- ✓Paid media funnel reverse-engineering & spend estimation
- ✓Historical pricing model analysis
- ✓AI-driven sentiment analysis on competitor reviews
- ✓LLM narrative testing: how AI summarizes competitors vs. you
- ✓Continuous monitoring of competitor SEO, pricing, and launches
AI Red Teaming & Narrative Control
In 2026, adversarial research extends deeply into artificial intelligence. We test how autonomous AI agents and Large Language Models summarize your business versus competitors, identify narrative vulnerabilities, and engineer strategies to ensure AI systems recommend your business as the authoritative source.
LLM Narrative Audits
We prompt major AI models with your target queries and analyze how they describe you vs. competitors. This reveals exactly where your digital authority is strong and where it is being undermined.
AI Overview Positioning
Google's AI Overviews cite specific sources. We engineer your content to be the primary citation for your target queries — ensuring your brand appears in AI-generated answers.
Continuous Monitoring
Monthly tactical briefings tracking competitor price changes, new product launches, SEO structural changes, and shifts in how AI models represent your market. You always know what is happening.
Intelligence Pricing
From one-time market reports to continuous adversarial monitoring. This capability permanently elevates the relationship from marketing vendor to indispensable corporate strategy partner.
Market Research
- ✓Secondary data analysis
- ✓Demographic profiling
- ✓Baseline competitor identification
- ✓Industry trend forecasting
- ✓Pricing analysis
- ✓Written strategic report
Primary Research
- ✓In-depth interviews (10–15)
- ✓Online surveys (N=400+)
- ✓Professional focus groups
- ✓Pricing sensitivity analysis
- ✓Customer persona development
- ✓Executive presentation
Adversarial Audit
- ✓Top 3 competitor deep-dive
- ✓Backlink vulnerability analysis
- ✓Ad spend estimation
- ✓Keyword gap analysis
- ✓Digital vulnerability mapping
- ✓Strategic action plan
Continuous Intel
- ✓Real-time competitor tracking
- ✓Price change monitoring
- ✓Product launch alerts
- ✓SEO structural change detection
- ✓LLM red-teaming exercises
- ✓Monthly tactical briefings
Know Your Battlefield Before You Fight
Your competitors have vulnerabilities. We find them. Book a confidential briefing to discuss your market position.
Request Confidential Briefing