WY-CORP FLIGHT RECORDER MODEL 9000-B
EVENT HORIZON 00:00
OUTPUT 40
EXTRACTO
Universal Data Intelligence Platform
VERSION 3.1 // BUILD 2026.04.11 // AMAZON INTELLIGENCE PRO
CONFIDENTIAL
DOCUMENT REF: WY-EXT-2026-0411-CORP
CLASSIFICATION: CORPORATE CONFIDENTIAL
DISTRIBUTION: AUTHORIZED PERSONNEL ONLY
PREPARED BY: SCIENCE DIVISION // MU/TH/UR 9000
DATE: 2026-04-11 // REVISION 3.1
01 What is EXTRACTO?
MISSION BRIEF

EXTRACT v3.1 It's a universal data extraction and competitive intelligence platform. Designed for those who sell online, analyze markets, or need structured data from any web source.

v3.1 introduces the module Amazon Intelligence Pro with 49 columns Flat File Seller Central, Cross-Sell Intelligence, dedicated scrapers for Instagram, LinkedIn, YouTube and Fashion, and production-ready Docker deployment.

Designed for fully autonomous operationZero cloud dependencies, zero external databases, zero build steps. A single command launches the entire platform. The data never leaves the operator's machine.

🧠
MU/TH/UR 9000
Built-in AI assistant with synthesized speech. Interprets natural language queries and orchestrates extraction operations.
🔍
Smart Search
Write in natural language: EXTRACTO understands what you are looking for and automatically routes you to the right search engine.
🌐
Multi-Source Engine
Google CSE, Brave Search, DuckDuckGo, Overpass (OpenStreetMap). Parallel search across all search engines.
📦
Platform Intelligence
Specialized extraction for Amazon, Instagram, LinkedIn, YouTube, Fashion and any website.
49
Amazon Columns
7
Cascade Strategies
5+
Platform Scrapers
4
Search Engines
100%
Self-Hosted
0
Cloud Dependencies

02 Intelligent Search
SMART ROUTING ENGINE

Four levels of intelligence activate in sequence: platform detection, parallel fan-out on the motors, recursive deep search and two-way voice commands.

Smart Search Detection

Type Amazon.it Cutting Board and EXTRACTO automatically recognizes the target platform. No menus, no manual selection: the platform routing parses the query and routes it to the specialized scraper.

Multi-Source Engine

When the query does not point to a specific platform, EXTRACTO launches searches parallel on Google CSE, Brave, and DuckDuckGo. Results are deduplicated, sorted by relevance, and presented in a single interface.

muthur> vegan restaurants in Turin
# fan-out: Google CSE + Brave + DDG + Overpass
# dedup + rank + geocode → 42 unique results in 3.2s

Deep Research Mode

Activateable for in-depth investigations: EXTRACTO recursively follows the links found, expands the search geographically and builds a complete dataset with cross-sources.

Voice Commands

Two-way voice interaction with MU/TH/UR: voice recognition for commands, synthesized speech for results. The interface of the future, today.


03 Amazon Intelligence Pro NEW v3.0
AMAZON FORM // FLAT FILE 49-COL

The most powerful module of EXTRACTO. Extract 49 columns of data from any Amazon product, in format Seller Central Flat File Ready for import. Complete competitive analysis: estimated sales, seller info, reviews, cross-selling, and much more.

3.1 — Smart Amazon Search

3.2 — Extracted Data (49 Column Flat File) NEW v3.0

Product Base Data

FieldDescription
ASINAmazon Unique Identifier (10 characters)
TitleFull listing title
Price / Crossed Out PriceCurrent price and original price if on sale
CouponActive coupon with percentage or amount
Brand / ManufacturerBrand and declared manufacturer
5 Bullet PointsThe 5 main bullet points of the listing
DescriptionFull extended description
8 Image URLsAll product images in high resolution
Main ImageMain image URL (hero shot)
Images A+ ContentImages from Enhanced Brand Content
Brand StoryImages and text in the Brand Story section

Competitive Intelligence NEW v3.0

FieldDescription
Seller NameCurrent seller name
FBA / FBMShipping Type (Fulfilled by Amazon / Merchant)
No. SellersHow many competing sellers offer the same ASIN?
BSR RankBest Sellers Numerical Rank
BSR CategoryCategory in which the BSR is calculated
Monthly Sales Estimate ⭐ STAR Estimated monthly sales using the power-law formula on the BSR. The most valuable data for product research.
RatingAverage rating (e.g. 4.3 / 5)
No. ReviewsTotal number of reviews
Top 10 ReviewsTitle, text, author, date, "Verified Purchase" badge"

Technical Data NEW v3.0

FieldDescription
Complete CategoryComplete breadcrumb (e.g. Home > Kitchen > Cutting Boards)
First Availability DateSeniority of the listing on Amazon
Weight and DimensionsTo calculate FBA fees and shipping costs
EAN / UPCInternational barcode
Availability / Stock""Only X left" — scarcity indicator
VariantsColor, size, quantity and other options

Cross-Sell Intelligence NEW v3.0

FieldDescription
Frequently Bought TogetherRelated ASINs purchased together
Parent ASINGrouping variants under the same listing
Customer Q&AFrequently Asked Questions = Gold Keywords for SEO and Listing
Has VideoVideo presence flag in the listing

3.3 — Export Amazon Flat File

3.4 — Download Media

3.5 — BSR Sales Estimate

EXTRACTO calculates the estimated monthly sales for each Amazon product using a power-law formula based on the Best Sellers Rank.

FORMULA
sales = multiplier × (500,000 / BSR0.8)
where multiplier depends on the category

Multipliers by Category

CategoryMultiplierNotes
Home and Kitchen1.2xVery active category in Italy
Electronics1.5xHigh volume, high competition
Sports and leisure1.0xStandard baseline
Garden and gardening0.9xSeasonal, medium volume
Beauty1.3xSteady YoY growth
Games and toys1.1xSeasonal peaks (Q4)
Health and personal care1.2xConsumables = high repeat
Do it yourself0.8xSmaller niche

Practical Example

Product: Bamboo cutting board
BSR: #1.000 in Home & Kitchen
Multiplier: 1.2x

sales = 1.2 × (500,000 / 10000.8)
sales = 1.2 × (500,000 / 251.19)
sales = 1.2 × 1990.5
≈ 2,389 sales / month

04 Multi-Platform Scraping
PLATFORM SCRAPERS // v3.0 EXPANSION

Five specialized scrapers plus universal fallback. Each target has its own dedicated parser with authenticated handling, custom rate limiting, and a normalized output scheme.

📷
Instagram NEW v3.0
Full profile, recent posts, engagement metrics, follower count, and bio.
💼
LinkedIn NEW v3.0
Company pages, employee profiles, team size, and industry.
🎬
YouTube NEW v3.0
Video metadata, transcripts, channel statistics via yt-dlp integration.
👟
Fashion Brands NEW v3.0
Nike, Adidas, and more: product catalog, prices, availability, color and size options.
🌐
Universal Scraper
Any website: structured extraction of text, images, tables and metadata.
🗺️
Overpass / OSM
OpenStreetMap queries for POIs, businesses, and retail locations with built-in geocoding.

05 Safety & Ethics
SECURITY PROTOCOL // AUTH RIPLEY/BISHOP

Each request passes through seven layers of protection. EXTRACTO is designed to be ethical by design: respects robots.txt, applies preemptive rate limiting, and automatically blocks dangerous network ranges.


06 Infrastructure
STACK // PRODUCTION-READY

Python + FastAPI backend, browser automation via Patchright, SQLite database with versioned schema, real-time via Server-Sent Events, installable PWA and deploy Docker production-profile.

⚡
Backend
Python 3.12 + FastAPI + Patchright (headless/headful browser automation).
🗄️
Database
SQLite with v5 schema, automatic migration, zero external servers required.
📡
Real-time
SSE (Server-Sent Events) for live updates during mining.
📱
PWA NEW v3.0
Installable on smartphones as a native app, it works offline with intelligent cache.
🐳
Docker Deploy NEW v3.0
Docker Compose production profile + systemd + nginx + Let's Encrypt (automatic HTTPS).
🖥️
Hardware Target
Linux, 6th gen Intel i3, 8GB RAM, 250GB SSD. Lightweight and efficient.

Start Command

$ docker compose --profile production up -d
# api on :8000, frontend on :3000, nginx reverse proxy on :443