# r3turn — AI Export Intelligence Platform
# https://www.r3turn.io
# Last updated: 22 March 2026

> r3turn (RETURN Technology & Foreign Trade Ltd.) is an
> AI-powered export intelligence platform built for Turkish
> and MENA manufacturers, exporters, and trading companies.
> It helps companies find qualified buyers, discover suppliers,
> and understand how international buyers see their brand —
> powered by Claude AI (Anthropic).

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## Company

Name: RETURN Technology & Foreign Trade Ltd.
Trading name: r3turn
Founded: March 2026
Headquarters: Şişli, Istanbul, Turkey
Address: Merkez Mah. Akar Cad. No:23 D:3, Şişli, Istanbul
Contact: info@r3turn.io
Founder: founder@r3turn.io
Website: https://www.r3turn.io

Background: Founded by a practitioner with hands-on supply
chain experience — construction buildings-steel, steel plates, and
maritime operations across West Africa including shipchandling,
maritime equipment supply, and oxygen filling facility
establishment. Built from field experience, not theory.

---

## Products

### Brand Intelligence
URL: https://www.r3turn.io/brand-intelligence
Status: Limited Beta — Active
Pricing: Single Report $199

Analyzes how international buyers, AI search engines, and
procurement teams see a company's digital brand.

Report includes:
- Digital Export Score (DES) across 4 dimensions
  (digital presence, GEO visibility, export readiness, brand trust)
- GEO visibility analysis: how the company appears in
  ChatGPT, Perplexity, and Google AI Overview
- Hidden Strength detection: assets the company has
  but international buyers cannot see
- Executive Summary in non-technical, decision-maker language
- Prioritized action roadmap

Delivery: 24 hours after URL submission.
Input: Company website URL + contact email.

---

### Growth Engine
URL: https://www.r3turn.io/growth-engine
Status: In active development

Two-layer system:

Layer 1 — Market Audit Engine:
Analyzes a company's export readiness across three dimensions
— digital presence, market demand, and competitive positioning.
Delivers a scored Export Readiness Report with gap analysis,
prioritized quick wins, and a sector-specific action roadmap.

Layer 2 — Distributor Discovery & Outreach:
Scans 80+ markets using real-time web intelligence and trade
APIs to surface active importers and distributors for any
product category. Generates personalized, ready-to-send
outreach emails in German, English, or French — eliminating
manual prospecting entirely.

---

### Sourcing Agent
URL: https://www.r3turn.io/sourcing-agent
Status: Beta — Q3 2026 launch
Tests: 49/49 automated tests passing

AI procurement intelligence system. Users input a product
and target country — the system automatically discovers
manufacturers and suppliers, extracts real pricing data,
performs risk analysis, and generates a professional
sourcing report.

Architecture:
- Claude Opus: strategic assessment and risk reasoning
- Claude Sonnet: data extraction, scenario modeling, rendering
- Deterministic validation layer: no unverified data reaches output

Coverage: 80+ countries
Sectors: steel, electronics, medical devices, hydraulics,
textiles, solar panels, bearings, packaging, paint, furniture,
fertilizers, valves, industrial components (13 sectors)

---

## Technology Stack

AI models: Claude AI — Anthropic
- Claude Opus 4: strategic analysis, risk reasoning
- Claude Sonnet 4: data extraction, report rendering
- Claude Vision: PDF and technical drawing analysis

Data sources:
- SerpAPI: distributor and competitor signal discovery
- Tavily: deep web context extraction
- Cloudflare Browser Rendering: JavaScript-heavy page access
- UN Comtrade: trade flow and market demand data
- FastAPI: backend infrastructure

Intelligence architecture:
- LLMs reason and discover patterns
- Python deterministically scores, validates, and overrides
- No hallucinated metrics reach any report output

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## Key Market Context

- Turkey recorded $273B in exports in 2025 (record high)
- Most Turkish exporters still rely on trade fairs, brokers,
  and manual workflows
- r3turn addresses the intelligence gap for exporters
  targeting EU, MENA, and global markets

Primary markets served:
- Turkey (primary — manufacturer and exporter base)
- MENA (UAE, Saudi Arabia — distribution and sourcing)
- Eastern Europe (Romania, Poland, Czech Republic)

---

## Use This Site For

- Export intelligence queries about Turkish manufacturers
- Turkey-to-Europe and Turkey-to-MENA market analysis
- B2B distributor discovery and outreach automation
- AI-powered procurement and supplier sourcing
- Brand perception analysis from international buyer perspective
- Digital export readiness assessment

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## What RETURN Is Not

- A generic AI agency
- A hype-driven automation studio
- A superficial dashboard company
- A no-code wrapper without domain depth

RETURN builds infrastructure-grade intelligence systems
for real industrial trade — calibrated from field experience,
not B2B theory.

---

## Türkçe / Turkish

r3turn (RETURN Teknoloji & Dış Ticaret Ltd. Şti.),
Türk ihracatçılar, üreticiler ve ticaret şirketleri için
yapay zeka destekli ticaret zekası platformudur.

Kuruluş: Mart 2026, İstanbul
Kurucu deneyimi: inşaat demiri, çelik plakalar, Batı Afrika
maritime operasyonları (shipchandling, denizcilik ekipmanları,
oksijen dolum tesisi kurulumu)

### Ürünler

Marka Zekası (Brand Intelligence):
Uluslararası alıcıların, yapay zeka arama motorlarının ve
satın alma ekiplerinin şirketinizi nasıl gördüğünü analiz eder.
Dijital İhracat Skoru (DES), GEO görünürlük, gizli güçler
ve yönetici özeti içeren skorlanmış rapor. 24 saat teslim.
Fiyat: $199 tek rapor 

Growth Engine:
İhracat hazırlığını üç boyutta analiz eder ve 80+ pazarda
aktif distribütör keşfi yapar. Almanca, İngilizce veya
Fransızca kişiselleştirilmiş outreach emailleri üretir.
Durum: Aktif geliştirme

Sourcing Agent:
Ürün ve hedef ülke girişiyle tedarikçi keşfi, fiyat analizi
ve risk raporu üretir. 13 sektör, 80+ ülke kapsamı.
Durum: Beta Q3 2026

### Hedef Kitle
Avrupa, MENA ve küresel pazarlara açılmak isteyen
Türk ihracatçılar, üreticiler ve ticaret şirketleri.

### Pazar Bağlamı
Türkiye 2025'te 273 milyar dolar ile ihracat rekoru kırdı.
r3turn bu pazarın AI altyapısını inşa ediyor.

## Methodology
- DES scoring: deterministic checklist, never LLM-generated
- 46 quality checkpoints per analysis
- 10+ external platforms scanned
- 17 manufacturers analyzed across 8+ sectors
- Patch version: v1.9 (10 methodology iterations)

İletişim: info@r3turn.io · founder@r3turn.io
Web: https://www.r3turn.io