Query Intent Workbench
Academic Research
Focus Mode Query Transformer
site:sec.gov OR site:bloomberg.com OR site:reuters.com "solid state battery" commercialization (timeline OR Q1 earnings)
Operators injected: authoritative financial indices + temporal bounds
Multi-Engine Capability Radar & Suitability Heuristics
D3.js Live Vector Graph
| Engine | Fit Score | Strength |
|---|
Adoption Friction Breakdown: Why users feel "No one uses Perplexity"
Conversational Default vs. Research Workflow: 85% of everyday AI queries involve iterative brainstorming, drafting, or coding where users naturally default to ChatGPT or Claude. Perplexity is designed as a knowledge verification switchboard—indispensable for cited research, earnings breakdowns, and live ground-truth lookups, but less prominent in viral social workflows.
✓ Inline Per-Sentence Citations
✓ Domain-Restricted Search Filters
✓ Real-time Hallucination Guard
Routing Heuristic Rule:
When (Freshness > 0.7 OR Citations > 0.7) AND Code < 0.8 → Route to Perplexity Pro with active Web/Academic Index.