Saudi Urban Intelligence Studio

Commercial & Retail
Intelligence System35-Stage Retail Planning Engine  ·  Gulf-Specific Commercial Design Intelligence

Upload your site, configure your commercial brief, and generate AI-customized, non-repetitive prompts for retail, mixed-use, F&B, entertainment, high-street, souk, and commercial-center planning in Saudi Arabia and the Gulf.

35
Stages
175+
Prompts
15+
Typologies
6
Scenario Variants
10
Deliverables
Scroll
Project Sample

From Brief to Board

A worked example of what the 35-stage workflow produces — the Terraced Lifestyle Promenade, an open-air retail and entertainment destination for Saudi Arabia's Aseer Region, generated end-to-end from concept comparison and master planning through to the final cinematic visualisation.

◈ Case Study · Terraced Lifestyle Promenade, Aseer Region
Terraced Lifestyle Promenade — Aseer Region — Open Mall Concept Comparison — three scored scenarios
01 Concept Scenarios · Comparative Analysis

Three Strategic Concepts, Scored

Stage 6–7 output: a Linear Promenade Mall, a Retail Loop Village and a Terraced Wadi Mall compared across retail performance, climate comfort, identity, leasing and feasibility — resolving to a recommended hybrid, the Terraced Lifestyle Promenade.

Terraced Lifestyle Promenade — Aseer Region — Terraced Lifestyle Promenade masterplan and experience journey
02 Master Plan Development

The Preferred Concept, Resolved

Stage 11: the chosen concept developed into a full masterplan — anchor positions, lifestyle and luxury retail courts, the cooling wadi spine, family leisure terraces, an experience journey and a four-phase delivery strategy.

Terraced Lifestyle Promenade — Aseer Region — Terraced Lifestyle Promenade integrated systems board
03 Zoning · Form · Systems

Integrated Planning Systems

Stages 9–18: zoning strategy, circulation hierarchy, facade DNA, climate-responsive systems, rooftop activation and a section through the wadi promenade — every system coordinated on a single competition board.

Terraced Lifestyle Promenade — Aseer Region — Sectional perspective through the Wadi Promenade
04 Urban Sections · Topographic Integration

Section Through the Wadi Promenade

Stage 18: a photoreal section-perspective revealing the climate-responsive retail canyon — terraced retail levels, shaded arcades, evaporative cooling water spine, and the service/parking corridor below grade.

Terraced Lifestyle Promenade — Aseer Region — Investor masterplan and investment case
05 Economic & Feasibility Intelligence

The Investment Case

Stage 32: leasing hierarchy by frontage rent, parking and access strategy, public-realm value and an investor metrics panel — ~1.6M annual visitors, SAR 2.5B+ projected sales, 10–12% IRR, 7–8 year payback.

Terraced Lifestyle Promenade — Aseer Region — Hero aerial render of the Terraced Lifestyle Promenade
06 Cinematic Visualisation & Presentation

The Destination, Realised

Stage 35: the signature hero render — a golden-hour aerial of Aseer's first open-air lifestyle destination, ~70,000 m² site, 45,000–65,000 m² retail GLA, aligned with Vision 2030.

Click any board to view full size →
System Purpose

What This System Does

Generate Saudi and Gulf commercial-retail planning packages combining site intelligence, catchment logic, tenant mix, GLA strategy, access and parking systems, climate-responsive public realm, cultural identity, commercial feasibility, and competition-grade visual outputs.

🗺️
Site Intelligence
Site reading, constraint mapping, solar and wind analysis, access hierarchy and infrastructure context.
🏘️
Retail Typology Intelligence
Mall, souk, high-street, mixed-use podium, F&B, entertainment, anchor-led, lifestyle, outlet, and transit-oriented retail typologies, calibrated by GLA, footfall, catchment, parking, and tenant-mix logic.
📚
Saudi / Gulf Knowledge Base
Building codes, municipal standards, climate data, retail planning standards, commercial precedents, and Gulf public-realm requirements — referenced across every design stage.
🕌
Saudi / Gulf Cultural Rules
Prayer facilities, family-oriented amenities, gender-sensitive comfort, shaded commercial movement, evening activity patterns, courtyard cooling, and culturally appropriate public-realm logic.
📐
Masterplan Intelligence
Street hierarchy, public realm strategy, commercial anchor positioning, walkability catchments and municipal compliance.
⚖️
Scenario Scoring
6 commercial-retail scenario families with KPI-weighted scoring across footfall, dwell time, GLA efficiency, parking, tenant mix, public realm, climate comfort, and feasibility.
🎨
Visualization & Output Briefs
Board composition, render briefs and diagram styling calibrated to each output type — competition panel, technical sheet or massing study.
🏆
35-Stage Modular Workflow
Thirty-five specialized stages using modular inheritance, output-memory control and visualization diversity to prevent repetitive prompts and duplicated deliverables.

User Guide

How to Use UrbanGPT.AI

UrbanGPT.AI generates expert, project-specific AI prompts — it does not create the images itself. You copy each prompt into your own AI image tool (Midjourney, ChatGPT, Firefly, Stable Diffusion, Leonardo or Flux). Work through the stages in order: each one builds on the last, from site reading to a complete 35-stage commercial-retail planning package.

01 Configure your project
02 Upload your site map & write the brief
03 Generate the prompts, stage by stage
04 Compare scenarios & tune the priorities
05 Track everything in the Dashboard
Tip: the more complete and specific your site brief and configuration, the more tailored and non-repetitive every prompt becomes. Tap any step above to expand it.

Step 1 — Your Project

Configure Your Project

Fill in your project details below. Once all fields are complete, each stage unlocks a ⚡ Generate button — click it to produce AI-customized prompts for that stage on demand.

Fill in REQUIRED fields to enable generation
Project Identity
Project Name ★ Required
Project Location ★ Required
Project Type Multi-select · ★ Required
Commercial Block Types Multi-select · Optional
Leave empty to auto-apply types from your density / project type. When set, these are enforced across Stage 6–35.
Project Scale ★ Required
Site Area Recommended
Target Users Recommended
Design Direction
Design Theme Multi-select · ★ Required
Design Philosophy ★ Required
Architectural Reference Optional
Climate Context ★ Required
Sustainability Target ★ Required
Cultural References Recommended
Site Data
Site Map ★ Required — Satellite · GIS · Aerial · CAD
Outline the site boundary in red on the map before uploading — the AI preserves it exactly and will not redraw it.
Site Topography Optional
Topography Map Optional — Contour · DEM · GIS
Surrounding Context Recommended
Density Level ★ Required
Site Brief ★ Required
What to include in the brief
This text guides the analysis and design of every board, so describe the real site. Aim to cover:
  • Location & surroundings — what borders the site (roads, rail, water, existing neighbourhoods, open land)
  • Site character — topography, slope, orientation, prevailing wind, views, flood/sabkha or other constraints
  • Figures — target GLA, catchment population, anchor tenants, tenant mix, footfall targets, parking ratio, service access, leasable frontage, F&B share, and commercial phasing (these also drive the planning numbers)
  • Features to preserve — existing trees/groves, heritage elements, landmarks, water features
  • Planning goals — what the project must achieve (e.g. walkable, family-oriented, mixed tenure, phased delivery)
  • Special requirements — any client, regulatory or cultural conditions the design must respect
Example: “Canal-front retail boulevard with 45,000 m² target GLA; rail line to the south, flood-prone sabkha edge to the west to remain undeveloped; preserve the date-palm grove as a shaded F&B plaza; include anchor retail, evening dining, shaded pedestrian routes, and service access from the rear.”  (max 1,000 characters)
0 / 1000
Project Programme Optional — feeds area schedules, phasing & compliance
Delivery Model Optional
Vision 2030 Program Optional
Retail Positioning Tier Optional
Target GLA (m²) Optional
Prayer Rooms Optional — count & capacity
Anchor Type & GLA Optional
Parking Strategy Optional
Output Preferences Optional — affect rendering instructions
Visual Style Optional
Presentation Language Optional
Time of Day Optional — unifies CGI render lighting
Color Scheme Optional — overrides default palette
Core Specialization

Commercial & Retail Intelligence for Saudi and Gulf Markets

Purpose-built for commercial, retail, mixed-use, lifestyle, entertainment, F&B, souk, high-street, transit-oriented, and waterfront retail environments across Saudi Arabia and the Gulf region.

Regional Shopping Mall
🏡 Community Retail Centre
🏘️ Outlet & Factory Centre
🏠 Neighbourhood Strip Mall
🏰 Lifestyle Retail Centre
🏢 Retail High Street
🏗️ Traditional Souk / Market
🧱 Mixed Retail Boulevard
🏬 Festival Marketplace
🌊 Big-Box Retail Park
Hypermarket Anchor Centre
🏖️ Department Store Anchor
🎓 Showroom & Auto Mall
🧓 F&B & Dining District
🌿 Entertainment Retail Complex
♻️ Market Hall & Food Hall
🏛️ Mixed-Use Retail Podium
📡 Waterfront Retail & Leisure
🚆 Convenience & Service Centre
🌾 Transit-Oriented Retail Hub
Design Intelligence

Saudi / Gulf Commercial & Retail Design Rules

12 non-negotiable principles governing quality commercial and retail design in the Saudi and Gulf context. Every prompt generated by this system is built on these foundations.

📍
Catchment & Footfall Logic
Design around realistic catchment areas, pedestrian desire lines, arrival points, and anchor-generated movement.
🛍️
Anchor and Tenant-Mix Strategy
Place anchors, F&B, leisure, services, and small retail units to maximize dwell time and circulation.
🌤️
Climate-Comfort Retail Movement
Ensure shaded pedestrian routes, arcades, canopies, cooled courtyards, and evening comfort.
🕌
Prayer and Family Facilities
Integrate prayer rooms, family seating, toilets, mother-and-child facilities, and culturally appropriate amenities.
🚗
Arrival, Parking, and Drop-off Clarity
Separate private cars, taxis, buses, delivery, valet, and pedestrian entry sequences.
🚛
Service and Back-of-House Separation
Keep loading, waste, staff access, and maintenance routes invisible and operationally efficient.
🪟
Retail Frontage Activation
Use transparent, legible, shaded, and continuous active frontages.
🌙
Evening Economy and Night Activation
Support Gulf evening life through lighting, F&B terraces, safe public spaces, and event zones.
🏛️
Cultural and Architectural Identity
Reinterpret Hijazi, Najdi, Islamic, souk, or contemporary Gulf identity without generic global styling.
🌳
Public Realm as Commercial Value
Treat plazas, shaded streets, water features, and landscape as dwell-time and revenue-supporting assets.
🧭
Wayfinding and Brand Hierarchy
Coordinate signage, gateway markers, anchor visibility, and pedestrian navigation.
📊
Commercial Feasibility and Phasing
Link GLA, parking, anchors, tenant mix, infrastructure, and phasing to investment realism.
Prompt Architecture

Modular Anti-Duplication Engine

UrbanGPT.AI now separates universal system rules from stage-specific prompts. Global quality, Saudi/Gulf context, visual standards and board formatting are inherited once, while each stage defines only its unique purpose, output family and prohibited overlaps.

🧬
Global Inheritance Layer
Competition quality, Gulf climate logic, Vision 2030 alignment, print standards and graphic DNA are defined once, not repeated in every prompt.
🧠
Stage Module System
Each stage contains only objective, inputs, analytical role, unique deliverables, visualization family and prohibited overlaps.
🎞️
Visualization Diversity Engine
Prevents repeated camera angles, board compositions, render atmospheres, diagram families and visual hierarchy across consecutive stages.
🧩
Output Memory Control
Tracks previously used forms, prompts, overlays, compositions and deliverables so new outputs do not visually echo earlier ones.
🚫
Prohibited Overlap Rules
Each stage explicitly states what it must not produce, preventing site analysis from becoming strategy, and strategy from becoming final design.
📊
Unique Output Families
GIS analysis, climate overlays, networks, KPI dashboards, masterplans, sections, technical systems remain visually distinct.
🔁
AI Optimization Loop
Stage 33 adds a dedicated refinement engine for density, shade, circulation, public realm and environmental performance.
🏁
35-Stage Delivery Logic
The final five stages add livability, economic feasibility, AI optimization, board generation and cinematic presentation packages.
Generate

35 Design Stages

Complete the project setup above — then generate prompts for any stage on demand.

Present

10 A0 Competition Boards

Generate ten print-ready A0 category boards — one per category — built automatically from your project inputs and your developed design.

Suite

Project Design DNA & Master Plan — locked across all 10 boards

These lock your design identity and layout so all 10 boards read as one coherent project. Defaults are derived from your theme & climate — edit any field to match your finalized design, then Save. Everything here is injected identically into every board prompt.

For identical visuals across boards: these prompts lock the design intent in text. To lock the actual look, generate your master-plan / hero board once, then reuse that image as a visual reference in your AI tool (image prompt / style reference, e.g. Midjourney --sref or --cref, or img2img). Text alone cannot force identical geometry across separate generations.
Contact

Saudi Urban Intelligence Studio

For project enquiries, custom configurations, or institutional licences.

Site & Framework Findings — Stages 1–5 → shape the concept scenarios

Summarise what Stages 1–5 concluded about the site. Defaults are derived from your climate, density, theme and brief — edit to match your analysis, then Apply. This is injected into the Stage 6 concept prompt as the binding basis for scenario formation, and it re-sorts the concept list so the best-fit options for your site surface first (all stay selectable).

Project memory on