Create app.py

app.py

@@ -1,521 +1,491 @@
 import streamlit as st
-st.set_page_config(page_title="Video Funnel Generator", layout="wide")
-
+from openai import OpenAI
 import requests
+from PIL import Image
+import io
+import base64
 import os
-from bs4 import BeautifulSoup
-from openai import OpenAI
-from urllib.parse import urlparse
+import json
+from datetime import datetime
 
-# Set the Space URL for your tool on Hugging Face.
-SPACE_URL = os.getenv("SPACE_URL", "https://huggingface.co/spaces/nniehaus/Video-Funnel-Planner")
+# Initialize OpenAI client
+client = OpenAI(api_key=os.getenv("OPENAI_API_KEY"))
 
-# Add verbiage to instruct users when to click the wake-up button.
-st.markdown("**Note:** If you don't see the tool below, click the button below to turn it on.")
+def encode_image_to_base64(image):
+    """Convert PIL image to base64 string for API calls"""
+    buffer = io.BytesIO()
+    image.save(buffer, format="PNG")
+    img_str = base64.b64encode(buffer.getvalue()).decode()
+    return img_str
 
-# Add a wake-up button at the top of the app.
-if st.button("Turn on Video Funnel Tool"):
-    st.info("Attempting to wake up the tool...")
+def search_current_landscaping_trends():
+    """Use web search to get current landscaping and outdoor design trends"""
     try:
-        # Sending a GET request to the Space URL to trigger a wake-up.
-        response = requests.get(SPACE_URL, timeout=10)
-        if response.status_code == 200:
-            st.success("The tool is now awake!")
-        else:
-            st.error("Unexpected response. Please try again.")
+        # In a real implementation, this would use the built-in web search capabilities
+        # For now, we'll create a comprehensive knowledge base
+        current_trends = """
+        Current 2025 landscaping and backyard design trends include:
+        - Sustainable and native plant gardens
+        - Outdoor living rooms with weather-resistant furniture
+        - Multi-functional spaces for work and relaxation
+        - Smart irrigation and lighting systems
+        - Vertical gardens and living walls
+        - Fire features as focal points
+        - Natural swimming pools and water features
+        - Outdoor kitchens with pizza ovens
+        - Pergolas with retractable canopies
+        - Drought-resistant xeriscaping
+        - Edible landscaping with herb gardens
+        - Wellness spaces for meditation and yoga
+        """
+        return current_trends
     except Exception as e:
-        st.error(f"Error waking the tool: {str(e)}")
+        return "Current outdoor design trends focus on sustainability, functionality, and wellness."
 
-# Configure OpenAI
-openai_api_key = os.getenv("OPENAI_API_KEY")
-if not openai_api_key:
-    st.error("⚠️ OpenAI API key not found. Please set your OPENAI_API_KEY environment variable.")
-    st.stop()
+def generate_design_prompt(user_preferences, current_trends):
+    """Create a detailed prompt for the AI based on user preferences and current trends"""
+    
+    features_text = ", ".join(user_preferences['features']) if user_preferences['features'] else "basic landscaping"
+    
+    prompt = f"""
+    Create a detailed, professional backyard oasis design description based on these specifications:
+    
+    DESIGN REQUIREMENTS:
+    - Style: {user_preferences['style']}
+    - Primary Use: {user_preferences['primary_use']}
+    - Budget Range: {user_preferences['budget']}
+    - Must-Have Features: {features_text}
+    - Seating Arrangement: {user_preferences['seating']}
+    - Plant Preferences: {user_preferences['plants']}
+    - Privacy Level: {user_preferences['privacy']}/5
+    - Maintenance Level: {user_preferences['maintenance']}/5
+    - Lighting Style: {user_preferences['lighting']}
+    - Climate Zone: {user_preferences['climate']}
+    
+    CURRENT TRENDS TO INCORPORATE:
+    {current_trends}
+    
+    Please provide:
+    1. **Design Overview**: A compelling description of the overall backyard transformation
+    2. **Layout Plan**: Detailed spatial arrangement of all elements
+    3. **Plant Selection**: Specific plants suited to the climate and maintenance level
+    4. **Material Recommendations**: Specific materials for hardscaping, furniture, and structures
+    5. **Feature Integration**: How each requested feature will be incorporated
+    6. **Lighting Design**: Complete lighting strategy for ambiance and functionality
+    7. **Maintenance Schedule**: Seasonal care requirements
+    8. **Implementation Timeline**: Phased approach with estimated timeframes
+    9. **Cost Breakdown**: Detailed budget allocation by category
+    10. **Professional Tips**: Expert advice for maximizing the space and achieving goals
+    
+    Make this a comprehensive, actionable design plan that a homeowner could use to create their dream backyard.
+    """
+    
+    return prompt
 
-client = OpenAI(api_key=openai_api_key)
+def generate_backyard_design(user_preferences, image_description=None):
+    """Generate a comprehensive backyard design using OpenAI"""
+    
+    try:
+        # Get current trends
+        current_trends = search_current_landscaping_trends()
+        
+        # Create the design prompt
+        design_prompt = generate_design_prompt(user_preferences, current_trends)
+        
+        # Add image context if provided
+        if image_description:
+            design_prompt = f"""
+            CURRENT YARD ANALYSIS: {image_description}
+            
+            {design_prompt}
+            
+            Please incorporate the existing yard features and work with the current space limitations and opportunities.
+            """
+        
+        messages = [
+            {
+                "role": "system",
+                "content": """You are a world-class landscape architect and outdoor design expert trained by the best designers in the field. 
+                Your expertise includes sustainable design, modern outdoor living, plant selection, hardscaping, and creating functional beautiful spaces.
+                
+                Create highly detailed, actionable backyard designs that are:
+                - Specific to the user's climate and preferences
+                - Realistic within their stated budget
+                - Incorporating current design trends and sustainable practices
+                - Providing exact plant names, material specifications, and implementation steps
+                - Including maintenance requirements and seasonal care
+                - Offering creative solutions for common backyard challenges
+                
+                Always provide comprehensive, professional-quality designs that could be used by contractors and landscapers."""
+            },
+            {
+                "role": "user",
+                "content": design_prompt
+            }
+        ]
+        
+        response = client.chat.completions.create(
+            model="gpt-4",
+            messages=messages,
+            max_tokens=3000,
+            temperature=0.7
+        )
+        
+        return response.choices[0].message.content
+        
+    except Exception as e:
+        st.error(f"Error generating design: {str(e)}")
+        return None
 
-def scrape_website(url, max_pages=3):
-    """Scrapes content from the given website URL."""
-    if not url.startswith("http"):
-        url = f"https://{url}"
+def analyze_yard_image(image):
+    """Analyze the uploaded yard image using OpenAI Vision"""
+    
     try:
-        response = requests.get(url, timeout=10)
-        response.raise_for_status()
-        soup = BeautifulSoup(response.content, "html.parser")
-        content = []
-        # Get meta description
-        meta_description = soup.find("meta", {"name": "description"})
-        if meta_description and meta_description.get("content"):
-            content.append(meta_description["content"])
-        # Get main content from h1, h2, and p tags
-        for tag in ['h1', 'h2', 'p']:
-            elements = soup.find_all(tag)
-            content.extend([elem.get_text(strip=True) for elem in elements if elem.get_text(strip=True)])
-        return " ".join(content[:1500])
+        # Convert image to base64
+        img_base64 = encode_image_to_base64(image)
+        
+        response = client.chat.completions.create(
+            model="gpt-4-vision-preview",
+            messages=[
+                {
+                    "role": "user",
+                    "content": [
+                        {
+                            "type": "text",
+                            "text": """Analyze this backyard/yard image and provide a detailed description including:
+                            - Current layout and size estimation
+                            - Existing features (deck, patio, plants, structures)
+                            - Soil and grass condition
+                            - Sun/shade patterns visible
+                            - Potential challenges and opportunities
+                            - Existing trees and landscaping
+                            - Property boundaries and neighbor considerations
+                            - Overall style and condition
+                            
+                            Be specific and detailed to help with redesign planning."""
+                        },
+                        {
+                            "type": "image_url",
+                            "image_url": {
+                                "url": f"data:image/png;base64,{img_base64}"
+                            }
+                        }
+                    ]
+                }
+            ],
+            max_tokens=1000
+        )
+        
+        return response.choices[0].message.content
+        
     except Exception as e:
+        st.warning(f"Could not analyze image: {str(e)}. Proceeding without image analysis.")
         return None
 
-def research_business_online(domain_or_name):
-    """Use OpenAI to research business information when website scraping fails"""
-    research_prompt = f"""You are a business research analyst. I need you to search for and provide comprehensive information about a business.
+def create_lead_capture_email(user_preferences, design_content):
+    """Create email content for lead capture"""
+    
+    features_list = ", ".join(user_preferences['features']) if user_preferences['features'] else "Custom landscaping"
+    
+    email_subject = "My Dream Backyard Design - VIP Property List Request"
+    
+    email_body = f"""Hi there!
 
-BUSINESS IDENTIFIER: {domain_or_name}
+I just created my dream backyard design using your Backyard Oasis Designer tool and would love to join your VIP list for homes with great outdoor potential!
 
-Please search for current information about this business and provide a detailed analysis including:
+Here are my design preferences:
 
-1. **Business Overview**
-   - Company name and what they do
-   - Industry and business model
-   - Key products or services offered
-   - Years in business (if available)
+🏡 DESIGN SPECIFICATIONS:
+• Style: {user_preferences['style']}
+• Primary Use: {user_preferences['primary_use']}
+• Budget: {user_preferences['budget']}
+• Must-Have Features: {features_list}
+• Seating: {user_preferences['seating']}
+• Plants: {user_preferences['plants']}
+• Privacy Level: {user_preferences['privacy']}/5
+• Maintenance Level: {user_preferences['maintenance']}/5
+• Lighting: {user_preferences['lighting']}
+• Climate: {user_preferences['climate']}
 
-2. **Target Market Analysis**
-   - Primary customer demographics
-   - Geographic markets served
-   - Customer pain points they address
-   - Market positioning
+GENERATED DESIGN SUMMARY:
+{design_content[:500]}...
 
-3. **Online Presence Assessment**
-   - Social media presence and activity
-   - Content marketing efforts
-   - SEO visibility and digital footprint
-   - Customer reviews and reputation
+Please add me to your VIP list so I can be notified of homes that would work well for creating this type of outdoor space!
 
-4. **Competitive Landscape**
-   - Main competitors in their space
-   - Unique selling propositions
-   - Market differentiation factors
-   - Industry trends affecting them
+Looking forward to hearing from you.
 
-5. **Business Insights**
-   - Revenue model and pricing strategy (if public)
-   - Growth stage and expansion plans
-   - Notable partnerships or achievements
-   - Challenges they likely face
+Best regards,
+[Your Name]
+[Your Phone Number]
+[Your Email]"""
 
-Please search for current, accurate information and provide specific details rather than generic assumptions. Focus on actionable insights that would help create an effective video marketing strategy.
+    return email_subject, email_body
 
-If you cannot find specific information about this exact business, please indicate what you couldn't find and provide educated analysis based on similar businesses in the industry."""
+# Streamlit App Configuration
+st.set_page_config(
+    page_title="Backyard Oasis Designer",
+    page_icon="🌿",
+    layout="wide",
+    initial_sidebar_state="collapsed"
+)
 
-    try:
-        response = client.chat.completions.create(
-            model="gpt-5",
-            messages=[
-                {"role": "system", "content": "You are a comprehensive business research analyst with access to current web information. Search thoroughly and provide detailed, actionable insights about businesses."},
-                {"role": "user", "content": research_prompt}
-            ],
-            temperature=0.3,
-            max_tokens=2000
-        )
-        return response.choices[0].message.content
-    except Exception as e:
-        st.error(f"Research Error: {str(e)}")
-        return None
+# Custom CSS for better styling
+st.markdown("""
+<style>
+    .main-header {
+        text-align: center;
+        color: #2E7D32;
+        font-size: 3rem;
+        font-weight: bold;
+        margin-bottom: 0.5rem;
+    }
+    .sub-header {
+        text-align: center;
+        color: #4CAF50;
+        font-size: 1.2rem;
+        margin-bottom: 2rem;
+    }
+    .section-header {
+        color: #2E7D32;
+        font-size: 1.5rem;
+        font-weight: bold;
+        margin-top: 2rem;
+        margin-bottom: 1rem;
+    }
+    .feature-box {
+        background: linear-gradient(135deg, #f8f9fa 0%, #e9ecef 100%);
+        padding: 1.5rem;
+        border-radius: 10px;
+        border-left: 5px solid #4CAF50;
+        margin: 1rem 0;
+    }
+    .cta-box {
+        background: linear-gradient(135deg, #e8f5e8 0%, #c8e6c9 100%);
+        padding: 2rem;
+        border-radius: 15px;
+        border: 2px solid #4CAF50;
+        margin: 2rem 0;
+        text-align: center;
+    }
+    .step-number {
+        background: linear-gradient(135deg, #4CAF50, #2E7D32);
+        color: white;
+        width: 30px;
+        height: 30px;
+        border-radius: 50%;
+        display: inline-flex;
+        align-items: center;
+        justify-content: center;
+        font-weight: bold;
+        margin-right: 10px;
+    }
+</style>
+""", unsafe_allow_html=True)
 
-def extract_domain_info(url):
-    """Extract useful information from the domain name itself"""
-    try:
-        if not url.startswith("http"):
-            url = f"https://{url}"
-        parsed = urlparse(url)
-        domain = parsed.netloc.replace("www.", "")
-        
-        # Extract potential business name from domain
-        business_name = domain.split('.')[0]
-        business_name_formatted = business_name.replace('-', ' ').replace('_', ' ').title()
-        
-        return {
-            'domain': domain,
-            'potential_name': business_name_formatted,
-            'full_url': url
-        }
-    except:
-        return None
+# Initialize session state
+if "design_result" not in st.session_state:
+    st.session_state["design_result"] = None
+if "user_preferences" not in st.session_state:
+    st.session_state["user_preferences"] = {}
+if "show_generating" not in st.session_state:
+    st.session_state["show_generating"] = False
 
-def generate_marketing_plan(business_info):
-    """Generate comprehensive video marketing plan using OpenAI"""
-    system_prompt = """You are a world-class video marketing strategist who combines proven methodologies from industry leaders:
-CORE EXPERTISE:
-- Gary Vaynerchuk's "Document Don't Create" philosophy and pattern interruption techniques
-- Alex Hormozi's high-value content frameworks and offer psychology
-- MrBeast's viral video engineering and thumbnail psychology
-- Russell Brunson's funnel optimization and customer journey mapping
-- Seth Godin's permission marketing and storytelling principles
-SPECIALIZATIONS:
-- Behavioral psychology in video engagement (hooks, retention, conversions)
-- Platform-specific algorithm optimization (YouTube, TikTok, Instagram, LinkedIn)
-- ROI-focused content strategies for small businesses
-- Video SEO and discoverability tactics
-- Mobile-first content creation
-- Community building through video content
-2025 FOCUS AREAS:
-- AI-powered personalization at scale
-- Short-form video dominance across platforms
-- Authentic storytelling over polished production
-- Interactive and shoppable video content
-- Cross-platform content repurposing strategies
-- Privacy-first marketing approaches
-YOUR APPROACH:
-- Every recommendation must be immediately actionable
-- Focus on high-impact, low-cost strategies first
-- Provide specific examples, not generic advice
-- Include exact metrics and timelines
-- Account for resource constraints of small businesses
-- Emphasize testing and optimization over perfection
-TONE: Professional but accessible, confident but humble, data-driven but creative"""
-
-    user_prompt = f"""As a leading video marketing strategist, analyze this business and create an immediately actionable video funnel strategy:
-BUSINESS INFORMATION:
-{business_info}
-Create a comprehensive video marketing funnel report with the following structure:
-# 🎯 EXECUTIVE SUMMARY
-Provide a 3-sentence summary of the biggest opportunities and immediate next steps for this business.
-# 🔍 BUSINESS ANALYSIS
-## Target Audience Profile
-- Primary demographics and psychographics
-- Key pain points and desires
-- Where they spend time online
-- Content consumption preferences
-## Competitive Landscape
-- 3 key differentiators for this business
-- Content gaps in their market
-- Opportunities to stand out
-# 📹 VIDEO FUNNEL STRATEGY
-## AWARENESS STAGE (Top of Funnel)
-**Goal:** Attract and educate potential customers who don't know you exist
-### Video Content Ideas (Choose 2-3 to start):
-1. **[Specific Video Title]**
-   - Format: [Short-form/Long-form/Live]
-   - Platform: [Primary platform]
-   - Hook: [Specific opening line]
-   - Key Message: [What viewer learns]
-   - CTA: [Specific next step]
-2. **[Specific Video Title]**
-   - Format: [Short-form/Long-form/Live]
-   - Platform: [Primary platform]
-   - Hook: [Specific opening line]
-   - Key Message: [What viewer learns]
-   - CTA: [Specific next step]
-3. **[Specific Video Title]**
-   - Format: [Short-form/Long-form/Live]
-   - Platform: [Primary platform]
-   - Hook: [Specific opening line]
-   - Key Message: [What viewer learns]
-   - CTA: [Specific next step]
-### Success Metrics:
-- Views, Reach, Brand Lift, Click-through Rate
-## CONSIDERATION STAGE (Middle of Funnel)
-**Goal:** Build trust and demonstrate expertise with warm prospects
-### Video Content Ideas (Choose 2-3 to start):
-1. **[Specific Video Title]**
-   - Format: [Short-form/Long-form/Live]
-   - Platform: [Primary platform]
-   - Hook: [Specific opening line]
-   - Key Message: [What viewer learns]
-   - CTA: [Specific next step]
-2. **[Specific Video Title]**
-   - Format: [Short-form/Long-form/Live]
-   - Platform: [Primary platform]
-   - Hook: [Specific opening line]
-   - Key Message: [What viewer learns]
-   - CTA: [Specific next step]
-### Success Metrics:
-- Engagement Rate, Video Completion Rate, Email Sign-ups
-## CONVERSION STAGE (Bottom of Funnel)
-**Goal:** Convert qualified prospects into paying customers
-### Video Content Ideas (Choose 1-2 to start):
-1. **[Specific Video Title]**
-   - Format: [Short-form/Long-form/Live]
-   - Platform: [Primary platform]
-   - Hook: [Specific opening line]
-   - Key Message: [What viewer learns]
-   - CTA: [Specific next step]
-2. **[Specific Video Title]**
-   - Format: [Short-form/Long-form/Live]
-   - Platform: [Primary platform]
-   - Hook: [Specific opening line]
-   - Key Message: [What viewer learns]
-   - CTA: [Specific next step]
-### Success Metrics:
-- Conversion Rate, Cost Per Acquisition, Sales Revenue
-## RETENTION/ADVOCACY STAGE
-**Goal:** Keep customers engaged and turn them into advocates
-### Video Content Ideas:
-1. **[Specific Video Title]** - [Brief description and purpose]
-2. **[Specific Video Title]** - [Brief description and purpose]
-# 🎬 PRODUCTION GUIDELINES
-## Visual Style
-- **Color Palette:** [Specific colors that align with brand]
-- **Filming Style:** [Documentary/Polished/Casual/etc.]
-- **Lighting:** [Natural/Professional setup recommendations]
-## Audio Considerations
-- **Music Style:** [Upbeat/Calm/Inspiring/etc.]
-- **Voiceover Tone:** [Professional/Conversational/Energetic/etc.]
-## Text & Graphics
-- **Font Style:** [Modern/Classic/Bold/etc.]
-- **Text Overlay Strategy:** [When and how to use]
-- **Thumbnail Style:** [High-contrast/Face focus/Text-heavy/etc.]
-# 📊 PLATFORM STRATEGY
-## Primary Platform: [Platform Name]
-- **Posting Frequency:** [Specific schedule]
-- **Optimal Post Times:** [Specific times and days]
-- **Hashtag Strategy:** [5-10 specific hashtags]
-- **Community Engagement:** [Specific tactics]
-## Secondary Platform: [Platform Name]
-- **Content Adaptation:** [How to repurpose]
-- **Posting Schedule:** [Frequency and timing]
-- **Unique Features:** [Platform-specific tactics]
-# ⚡ 90-DAY ACTION PLAN
-## Month 1: Foundation
-**Week 1-2:**
-- [ ] Create [specific video #1]
-- [ ] Set up posting schedule on [platform]
-- [ ] Design thumbnail templates
-**Week 3-4:**
-- [ ] Create [specific video #2]
-- [ ] Launch awareness campaign
-- [ ] Engage with comments and build community
-## Month 2: Optimization
-**Week 5-6:**
-- [ ] Analyze performance data
-- [ ] Create [specific video #3]
-- [ ] Test different posting times
-**Week 7-8:**
-- [ ] Launch consideration stage content
-- [ ] Begin retargeting campaigns
-- [ ] Collect feedback and testimonials
-## Month 3: Scale
-**Week 9-10:**
-- [ ] Create conversion-focused videos
-- [ ] Implement email capture strategy
-- [ ] Launch on secondary platform
-**Week 11-12:**
-- [ ] Analyze full funnel performance
-- [ ] Plan content for next quarter
-- [ ] Scale successful content formats
-# 📈 MEASUREMENT FRAMEWORK
-## Key Performance Indicators
-### Awareness Metrics:
-- **Reach:** [Target number]
-- **Impressions:** [Target number]
-- **Brand Lift:** [Measurement method]
-### Consideration Metrics:
-- **Engagement Rate:** [Target percentage]
-- **Video Completion Rate:** [Target percentage]
-- **Email Sign-ups:** [Target number]
-### Conversion Metrics:
-- **Lead-to-Customer Rate:** [Target percentage]
-- **Cost Per Acquisition:** [Target amount]
-- **Revenue Attribution:** [Tracking method]
-## Monthly Review Process
-1. **Data Collection:** [Specific tools and metrics]
-2. **Performance Analysis:** [What to look for]
-3. **Optimization Actions:** [How to improve]
-4. **Content Planning:** [Next month's focus]
-# 🚀 IMMEDIATE NEXT STEPS
-## This Week:
-1. **[Specific action with deadline]**
-2. **[Specific action with deadline]**
-3. **[Specific action with deadline]**
-## This Month:
-1. **[Specific milestone]**
-2. **[Specific milestone]**
-3. **[Specific milestone]**
-## Success Indicators:
-By implementing this strategy, you should see:
-- [Specific metric improvement] within 30 days
-- [Specific metric improvement] within 60 days
-- [Specific metric improvement] within 90 days
-Remember: The key to video marketing success is consistency and testing. Start with one platform, master your content format, then scale to additional channels."""
+# Main Header
+st.markdown('<h1 class="main-header">🌿 Backyard Oasis Designer</h1>', unsafe_allow_html=True)
+st.markdown('<p class="sub-header">Transform your yard into a stunning outdoor paradise with AI</p>', unsafe_allow_html=True)
+
+# Step 1: Image Upload
+st.markdown('<div class="section-header"><span class="step-number">1</span>Upload Your Current Yard Photo</div>', unsafe_allow_html=True)
+
+uploaded_file = st.file_uploader(
+    "Upload a clear photo of your current backyard",
+    type=['png', 'jpg', 'jpeg'],
+    help="This helps us understand your current space and create a more personalized design"
+)
+
+image_analysis = None
+if uploaded_file is not None:
+    image = Image.open(uploaded_file)
     
-    try:
-        response = client.chat.completions.create(
-            model="gpt-4",
-            messages=[
-                {"role": "system", "content": system_prompt},
-                {"role": "user", "content": user_prompt}
-            ],
-            temperature=0.7,
-            max_tokens=4000
-        )
-        return response.choices[0].message.content
-    except Exception as e:
-        st.error(f"OpenAI API Error: {str(e)}")
-        return None
+    col1, col2, col3 = st.columns([1, 2, 1])
+    with col2:
+        st.image(image, caption="Your Current Yard", use_column_width=True)
+    
+    with st.spinner("Analyzing your yard..."):
+        image_analysis = analyze_yard_image(image)
+    
+    if image_analysis:
+        with st.expander("📊 Yard Analysis"):
+            st.write(image_analysis)
 
-# Enhanced UI with better visual hierarchy
-st.title("🎥 Video Funnel Strategist")
-st.markdown("### Generate a comprehensive, actionable video marketing funnel for your business")
+# Step 2: Design Preferences
+st.markdown('<div class="section-header"><span class="step-number">2</span>Design Your Perfect Oasis</div>', unsafe_allow_html=True)
 
-# Add value proposition
-st.info("💡 **Get a complete 90-day video marketing roadmap** with specific content ideas, production guidelines, and measurable success metrics tailored to your business.")
+col1, col2 = st.columns(2)
 
-input_method = st.radio(
-    "Choose input method:",
-    ["Enter business details manually", "Use website URL"]
-)
+with col1:
+    style = st.selectbox(
+        "What's your preferred outdoor style?",
+        ["", "Modern Minimalist", "Tropical Paradise", "Zen Garden", "Rustic Farmhouse", "Mediterranean", "Desert Contemporary"],
+        help="This sets the overall aesthetic direction for your design"
+    )
+    
+    primary_use = st.selectbox(
+        "What's the primary use for your backyard?",
+        ["", "Entertaining & Parties", "Relaxation & Meditation", "Family Activities", "Gardening & Growing", "Outdoor Dining", "Sports & Recreation"]
+    )
+    
+    budget = st.selectbox(
+        "What's your budget range?",
+        ["", "Budget-Friendly ($500-2,000)", "Moderate ($2,000-10,000)", "Premium ($10,000-25,000)", "Luxury ($25,000+)"]
+    )
+    
+    seating = st.selectbox(
+        "Preferred seating arrangement?",
+        ["", "Lounge/Living Area", "Dining Table & Chairs", "Conversation Pit", "Built-in Benches", "Swings & Hammocks", "Mix of Different Seating"]
+    )
+    
+    plants = st.selectbox(
+        "Plant preferences?",
+        ["", "Low Maintenance", "Native Plants", "Tropical & Lush", "Drought Tolerant", "Seasonal Colors", "Herbs & Vegetables"]
+    )
+
+with col2:
+    st.markdown("**Must-have features** (Select all that apply):")
+    features = []
+    
+    if st.checkbox("🏊 Pool or Spa"):
+        features.append("Pool or Spa")
+    if st.checkbox("🍳 Outdoor Kitchen"):
+        features.append("Outdoor Kitchen")
+    if st.checkbox("🔥 Fire Pit/Fireplace"):
+        features.append("Fire Pit/Fireplace")
+    if st.checkbox("💧 Water Feature"):
+        features.append("Water Feature")
+    if st.checkbox("🏗️ Pergola or Gazebo"):
+        features.append("Pergola or Gazebo")
+    if st.checkbox("🌱 Flower/Vegetable Gardens"):
+        features.append("Flower/Vegetable Gardens")
+    if st.checkbox("🛝 Playground/Kids Area"):
+        features.append("Playground/Kids Area")
+    if st.checkbox("🍹 Outdoor Bar"):
+        features.append("Outdoor Bar")
+    
+    privacy = st.slider("Privacy level desired:", 1, 5, 3, help="1 = Very Open, 5 = Very Private")
+    
+    maintenance = st.slider("Maintenance commitment:", 1, 5, 3, help="1 = Very Low, 5 = Very High")
+    
+    lighting = st.selectbox(
+        "Lighting preferences?",
+        ["", "String Lights", "Landscape Lighting", "Solar Lights", "Built-in LED System", "Fire-based Lighting", "Minimal Lighting"]
+    )
+    
+    climate = st.selectbox(
+        "Your climate zone?",
+        ["", "Tropical", "Subtropical", "Temperate", "Arid/Desert", "Continental", "Mediterranean"]
+    )
+
+# Form validation
+required_fields = [style, primary_use, budget, seating, plants, lighting, climate]
+all_filled = all(field != "" for field in required_fields)
+has_features = len(features) > 0
+
+if st.button("🎨 Generate My Dream Backyard", type="primary", disabled=not (all_filled and has_features)):
+    if not all_filled:
+        st.error("Please fill in all the design preferences.")
+    elif not has_features:
+        st.error("Please select at least one must-have feature.")
+    else:
+        # Store user preferences
+        st.session_state["user_preferences"] = {
+            'style': style,
+            'primary_use': primary_use,
+            'budget': budget,
+            'features': features,
+            'seating': seating,
+            'plants': plants,
+            'privacy': privacy,
+            'maintenance': maintenance,
+            'lighting': lighting,
+            'climate': climate
+        }
+        
+        st.session_state["show_generating"] = True
+        
+        with st.spinner("Creating your personalized backyard oasis... This may take 30-60 seconds"):
+            design_result = generate_backyard_design(st.session_state["user_preferences"], image_analysis)
+            
+            if design_result:
+                st.session_state["design_result"] = design_result
+                st.session_state["show_generating"] = False
+                st.success("🎉 Your dream backyard design is ready!")
+            else:
+                st.session_state["show_generating"] = False
+                st.error("Sorry, we couldn't generate your design right now. Please try again.")
 
-if input_method == "Enter business details manually":
+# Display generating notice
+if st.session_state["show_generating"]:
+    st.info("🎨 Generating your backyard design. This process may take a minute or two. Please wait...")
+
+# Display Results
+if st.session_state["design_result"]:
+    st.markdown('<div class="section-header">🌟 Your Dream Backyard Design</div>', unsafe_allow_html=True)
+    
+    # Display the design
+    st.markdown(st.session_state["design_result"])
+    
+    # Real Estate Lead Capture CTAs
+    st.markdown('<div class="cta-box">', unsafe_allow_html=True)
+    st.markdown("### 💡 Love This Design?")
+    
     col1, col2 = st.columns(2)
     
     with col1:
-        business_name = st.text_input("Business Name*", help="The name of your company or brand")
-        business_description = st.text_area(
-            "What does your company do?*", 
-            help="Describe your products/services and what makes you unique",
-            height=100
-        )
-        
+        if st.button("📧 Email me this design to join my VIP list for homes with great outdoor potential", key="email_cta"):
+            email_subject, email_body = create_lead_capture_email(st.session_state["user_preferences"], st.session_state["design_result"])
+            
+            # Create mailto link
+            mailto_link = f"mailto:?subject={email_subject}&body={email_body}"
+            st.markdown(f'<a href="{mailto_link}" target="_blank">Click here if email didn\'t open automatically</a>', unsafe_allow_html=True)
+            
+            # Also show a form for manual copy
+            with st.expander("📋 Copy Email Content"):
+                st.text_area("Subject:", value=email_subject, height=50)
+                st.text_area("Email Body:", value=email_body, height=300)
+    
     with col2:
-        ideal_client = st.text_area(
-            "Describe your ideal client*",
-            help="Include demographics, challenges they face, and why they need your solution",
-            height=100
-        )
-        current_marketing = st.text_area(
-            "Current marketing efforts (optional)",
-            help="What marketing strategies are you currently using? What's working/not working?",
-            height=60
-        )
+        if st.button("🚀 Share This Tool with Friends!", key="share_cta"):
+            share_text = """🌿 Check out this amazing Backyard Oasis Designer! 
+            
+Upload a photo of your yard, answer 10 questions, and get an AI-generated design of your dream outdoor space. 
+
+Perfect for anyone thinking about buying a home with outdoor potential! 🏡✨
+
+Try it here: [Insert your website URL]"""
+            
+            st.text_area("Share this message:", value=share_text, height=150)
+            st.info("Know someone who's ready to start house hunting? Send them this backyard designer to give them some great ideas!")
     
-    # Additional context fields
-    st.markdown("**Additional Context (Optional)**")
-    col3, col4 = st.columns(2)
+    st.markdown('</div>', unsafe_allow_html=True)
     
-    with col3:
-        budget_range = st.selectbox(
-            "Monthly video marketing budget",
-            ["Under $500", "$500-$1,500", "$1,500-$5,000", "$5,000-$15,000", "Over $15,000"],
-            help="This helps tailor recommendations to your resources"
-        )
-        
-    with col4:
-        experience_level = st.selectbox(
-            "Video marketing experience",
-            ["Complete beginner", "Some experience", "Intermediate", "Advanced"],
-            help="We'll adjust complexity based on your comfort level"
-        )
+    # Generate another design option
+    if st.button("🔄 Generate Another Design Variation", key="regenerate"):
+        with st.spinner("Creating another design variation..."):
+            new_design = generate_backyard_design(st.session_state["user_preferences"], image_analysis)
+            if new_design:
+                st.session_state["design_result"] = new_design
+                st.experimental_rerun()
+
+# Sidebar with additional info
+with st.sidebar:
+    st.markdown("### About This Tool")
+    st.write("This AI-powered designer creates custom backyard plans based on your preferences, budget, and climate.")
     
-    if st.button("🚀 Generate My Video Marketing Strategy", type="primary"):
-        if not all([business_name, business_description, ideal_client]):
-            st.error("⚠️ Please fill in all required fields marked with *")
-        else:
-            with st.spinner("🎬 Creating your custom video marketing strategy..."):
-                business_info = f"""
-Business Name: {business_name}
-Business Description: {business_description}
-Ideal Client Profile: {ideal_client}
-Current Marketing: {current_marketing if current_marketing else 'Not provided'}
-Budget Range: {budget_range}
-Experience Level: {experience_level}
-"""
-                plan = generate_marketing_plan(business_info)
-                if plan:
-                    # Enhanced output display
-                    st.success("✅ Your video marketing strategy is ready!")
-                    st.markdown("---")
-                    st.markdown(plan)
-                    
-                    # Add download option
-                    st.markdown("---")
-                    st.download_button(
-                        label="📥 Download Strategy as Text File",
-                        data=plan,
-                        file_name=f"{business_name}_video_marketing_strategy.txt",
-                        mime="text/plain"
-                    )
-else:
-    website_url = st.text_input(
-        "Enter your website URL*",
-        placeholder="e.g., www.example.com or https://example.com",
-        help="We'll analyze your website to understand your business and create a tailored strategy"
-    )
+    st.markdown("### Need Help?")
+    st.write("Having trouble? Make sure to:")
+    st.write("• Upload a clear photo of your yard")
+    st.write("• Fill in all preference fields")
+    st.write("• Select at least one feature")
     
-    if st.button("🚀 Generate My Video Marketing Strategy", type="primary"):
-        if not website_url:
-            st.error("⚠️ Please enter your website URL")
-        else:
-            with st.spinner("🔍 Analyzing your website and creating your marketing strategy..."):
-                # First, try to scrape the website directly
-                website_content = scrape_website(website_url)
-                
-                if website_content:
-                    st.success("✅ Website successfully analyzed!")
-                    business_info = f"""
-Website URL: {website_url}
-Website Content Analysis: {website_content}
-"""
-                else:
-                    # If direct scraping fails, use research approach
-                    st.warning("⚠️ Direct website access failed. Researching your business through alternative methods...")
-                    
-                    # Extract domain information
-                    domain_info = extract_domain_info(website_url)
-                    
-                    # Research the business online
-                    if domain_info:
-                        research_target = domain_info['potential_name']
-                        st.info(f"🔍 Researching information about: {research_target}")
-                    else:
-                        research_target = website_url
-                    
-                    with st.spinner("📊 Gathering comprehensive business intelligence..."):
-                        research_results = research_business_online(research_target)
-                    
-                    if research_results:
-                        st.success("✅ Business research completed successfully!")
-                        business_info = f"""
-Website URL: {website_url}
-Business Research Results: {research_results}
-Research Method: Online business intelligence gathering (website direct access was not available)
-"""
-                    else:
-                        st.error("❌ Unable to gather sufficient information about your business. Please try the manual input method instead.")
-                        st.stop()
-                
-                # Generate the marketing plan with the gathered information
-                with st.spinner("🎬 Creating your personalized video marketing strategy..."):
-                    plan = generate_marketing_plan(business_info)
-                    if plan:
-                        st.success("✅ Your video marketing strategy is ready!")
-                        st.markdown("---")
-                        st.markdown(plan)
-                        
-                        # Add download option
-                        st.markdown("---")
-                        st.download_button(
-                            label="📥 Download Strategy as Text File",
-                            data=plan,
-                            file_name="video_marketing_strategy.txt",
-                            mime="text/plain"
-                        )
-
-# Add helpful resources section
-st.markdown("---")
-st.markdown("### 📚 Quick Video Marketing Tips")
-
-tip_cols = st.columns(3)
-
-with tip_cols[0]:
-    st.markdown("""
-    **🎯 Hook Formula**
-    - Pattern interrupt (3 sec)
-    - Promise value (7 sec)
-    - Preview content (15 sec)
-    """)
-
-with tip_cols[1]:
-    st.markdown("""
-    **📱 Platform Priorities**
-    - Short-form: TikTok, IG Reels
-    - Long-form: YouTube
-    - Professional: LinkedIn
-    """)
-
-with tip_cols[2]:
-    st.markdown("""
-    **📊 Key Metrics**
-    - Awareness: Reach, Views
-    - Engagement: Comments, Shares
-    - Conversion: Click-through, Sales
-    """)
+    st.markdown("### Real Estate Services")
+    st.write("Looking for a home with great outdoor potential? Our VIP list gives you first access to properties perfect for your dream backyard!")