Market Research with AI Cross-Verification
5 AI models analyze your market, competitors, and trends. Cross-verified intelligence with sources. Export competitor briefs and market analyses.
Single-AI Market Research is a Confidence Game
Market research from a single AI is a confidence game. It tells you what it knows – or what it hallucinates – with equal certainty. You need current data, validated claims, and perspectives that challenge conventional wisdom. And you need it in hours, not weeks.
Research Symphony Builds Market Intelligence in Stages
Every claim traced to source. Every assumption challenged.
Data Retrieval
Perplexity
- Real-time competitor news
- Market sizing data
- Trend indicators
- Source citations for every claim
Pattern Analysis
GPT-5.2
- Competitive positioning maps
- Market segment analysis
- Trend interpretation
- Gap identification
Critical Validation
Claude Opus 4.5
- Challenges market size assumptions
- Questions competitor intent
- Flags outdated data
- Identifies weak claims
Synthesis
Gemini 3 Pro
- Unified intelligence brief
- Confidence-weighted findings
- Recommendations
- Explicit uncertainty
PMM Preparing Competitive Landscape for Product Launch
Query: “Analyze the project management software market for new product positioning”
Perplexity (Data Retrieval)
Current market map – 47 competitors identified, recent funding rounds, feature announcements in last 90 days. All sources cited.
GPT-5.2 (Pattern Analysis)
Segments identified – Enterprise (saturated), SMB (crowded), Vertical-specific (opportunity). Feature gap analysis across top 10 competitors.
Claude (Critical Validation)
“Market size estimates vary from $5.2B to $9.1B across sources. The higher figures include adjacent categories. Conservative estimate more defensible.”
Gemini (Synthesis)
Synthesized positioning recommendation with competitive differentiation opportunities, market entry risk factors, and segment prioritization with confidence levels.
Deliverable Generated
20-page competitive landscape analysis with positioning recommendation, competitor profiles with sourced claims, and gap analysis highlighting opportunities. Product team has defensible market analysis with documented sources, not AI-generated guesswork.
Best Modes for Market Research
| Mode | Application |
|---|---|
| Research Symphony | Comprehensive market analysis with staged validation |
| Sequential | Deep competitive intelligence built layer by layer |
| Targeted | @perplexity for real-time data, @grok for social sentiment |
Deliverable Types
Export professional market research directly from your analysis sessions.
Competitive Landscapes
Full market mapping with sourced claims
Market Sizing Reports
Data-backed TAM/SAM/SOM analysis
Trend Analysis Briefs
Emerging patterns with evidence
Positioning Recommendations
Strategic differentiation with rationale
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Analyze Your Market
Cross-verified intelligence. Sourced claims. Market research you can defend.