How Naiori Works

From Business QuestionTo Strategic Intelligence.

Type a business idea. Get a 7-tab strategic analysis enriched with live U.S. government data from BLS, Census, BEA, and the Federal Reserve.

The Process

The Strategic Intelligence Process

Four simple steps that transform your business questions into comprehensive, AI-enhanced strategic intelligence.

01
Type Any Business Question

Type a business idea or question in plain language. Naiori identifies your industry and matches it to the right analysis frameworks automatically.

Example:
"mobile dog grooming service in Austin, TX"
Natural language understanding
Automatic industry classification
Smart framework selection from 38 templates
02
Real Government Data Enrichment

Your query triggers parallel lookups to live U.S. government APIs — BLS employment stats, Census establishment counts, BEA economic data, and Federal Reserve interest rates.

Example:
BLS: 149,820 animal care workers, $14.98/hr avg wage (live data)
Bureau of Labor Statistics (BLS)
U.S. Census Bureau
Bureau of Economic Analysis (BEA)
03
AI Analysis with Real Data

AI generates a comprehensive analysis grounded in the actual government data — not guesses. Market sizing, competitor mapping, implementation planning, and validation all use real numbers.

Example:
TAM calculated from BLS data: 149K workers × $31K avg = $4.6B market
Data-grounded market sizing (TAM/SAM/SOM)
Real competitor identification
Cost estimates from actual wage data
04
7-Tab Strategic Report

Receive a structured analysis across 7 tabs: Overview scores, Market analysis, Competitive landscape, Implementation roadmap, Validation experiments, Analytics, and AI Prompts for 34 models.

Example:
Viability: 78/100 | Market: 82/100 | GO verdict with 4-phase roadmap
Scored viability assessment (0-100)
4-phase implementation roadmap with costs
AI prompts optimized for 34 leading models
Technology

What Powers Every Analysis

Real government data, self-learning intelligence, 38 analysis frameworks, and prompts for 34 AI models — working together in every search.

U.S. Government Data APIs

Live integrations with Bureau of Labor Statistics, U.S. Census Bureau, Bureau of Economic Analysis, and Federal Reserve Board. Every analysis uses real numbers.

BLS employment & wage data
Census establishment counts
Federal Reserve interest rates
Self-Learning Intelligence

Every search teaches the system. Naiori has learned 100+ industries autonomously — building a compound intelligence moat that gets smarter with every query.

100+ industries learned
Semantic industry matching
Auto-expanding knowledge base
38 Analysis Frameworks

Market sizing, competitor mapping, tech stack planning, hypothesis testing, business model analysis, and more — applied automatically based on your query.

Market sizing (TAM/SAM/SOM)
Competitor mapping
Implementation roadmaps
34-Model Prompt Engine

Tab 7 of every analysis generates prompts optimized for 34 AI models across text, image, video, and audio — with your market intelligence baked in.

16 text models + 18 multi-modal
Market data embedded in prompts
Copy and paste to any AI
Category Leadership

Why Naiori Leads the Category

Generic AI gives you guesses. Naiori gives you real government data.

Real Data, Not AI Guesses

Every analysis is grounded in live U.S. government statistics — BLS, Census, BEA. Not AI-generated guesses — real numbers from real agencies.

4 Gov Data Sources
Intelligence That Compounds

Every search teaches the system. 100+ industries learned autonomously. The more people use Naiori, the smarter it gets for everyone.

100+ Industries Learned
7-Tab Strategic Reports

Not a chat response — a structured analysis with scores, market sizing, competitor mapping, roadmaps, and validation experiments.

7 Analysis Dimensions
Prompts for 34 AI Models

Every report includes optimized prompts for 34 leading AI models — with your real market data already embedded. Copy, paste, and go deeper.

34 Models Supported

Ready to Transform Your Business Intelligence?

Stop guessing. Get business intelligence grounded in real U.S. government data — market sizing, competitive analysis, and implementation roadmaps in seconds.