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import streamlit as st |
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import requests |
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import os |
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from bs4 import BeautifulSoup |
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DEEPSEEK_API_KEY = os.getenv("DEEPSEEK_API_KEY") |
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DEEPSEEK_ENDPOINT = "https://api.deepseek.com/v1/chat/completions" |
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def scrape_website(url, max_pages=3): |
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"""Scrapes content from the given website URL.""" |
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if not url.startswith("http"): |
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url = f"https://{url}" |
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try: |
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response = requests.get(url, timeout=10) |
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response.raise_for_status() |
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soup = BeautifulSoup(response.content, "html.parser") |
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content = [] |
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meta_description = soup.find("meta", {"name": "description"}) |
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if meta_description and meta_description.get("content"): |
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content.append(meta_description["content"]) |
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for tag in ['h1', 'h2', 'p']: |
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elements = soup.find_all(tag) |
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content.extend([elem.get_text(strip=True) for elem in elements if elem.get_text(strip=True)]) |
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return " ".join(content[:1500]) |
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except Exception as e: |
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st.error(f"Error scraping website: {str(e)}") |
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return None |
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def generate_marketing_plan(business_info): |
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"""Generate comprehensive video marketing plan using DeepSeek""" |
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prompt = f"""As a video marketing strategist specializing in conversion optimization, create a comprehensive video funnel strategy based on this business information: |
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{business_info} |
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Develop a sophisticated 12-month video marketing strategy that includes: |
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1. CORE STRATEGY |
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- First, summarize the overall strategy you recommend and how you expect it to deliver results for the business. |
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- Identify 3 unique angles or approaches that would differentiate this business's video content, ensuring that these are approaches that make the business stand out from their competitors |
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- Suggest innovative ways to showcase the business's unique value proposition |
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- Recommend specific storytelling techniques that would resonate with their target audience |
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2. FUNNEL ARCHITECTURE |
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For each stage below, provide specific video content ideas that move prospects forward: |
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- Awareness: Pattern interruption content that stops the scroll and helps the viewer meet the busines for the first time |
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- Considertion: Trust-building content that demonstrates expertise |
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- Conversion: Conversion content that overcomes objections |
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- Post-Purchase: Retention content that drives referrals |
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3. CONTENT BLUEPRINTS |
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For the 3 most important videos identified: |
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- Detailed content outline |
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- Key messaging points |
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- Specific hooks to grab attention |
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- Call-to-action strategy |
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- Ideal length and format |
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- Platform-specific optimizations |
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4. PRODUCTION GUIDELINES |
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- Visual style recommendations |
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- Music and sound design suggestions |
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- Text overlay strategies |
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- Thumbnail design principles |
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- Specific examples of successful videos to model |
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5. DISTRIBUTION STRATEGY |
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- Primary platform strategy with posting frequency |
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- Cross-platform repurposing guide |
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- Hashtag and keyword recommendations |
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- Best times to post |
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- Community engagement tactics |
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6. MEASUREMENT FRAMEWORK |
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- Primary KPIs for each funnel stage |
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- Engagement metrics to track |
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- Conversion tracking setup |
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- A/B testing recommendations |
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- Monthly review process |
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Format the response with clear markdown headers and bullet points. Focus on providing unique, specific recommendations rather than generic advice. Include actual examples and detailed tactics whenever possible. |
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For each recommendation, explain the strategic reasoning behind it so the business understands not just what to do, but why it matters for their specific situation.""" |
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headers = { |
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"Authorization": f"Bearer {DEEPSEEK_API_KEY}", |
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"Content-Type": "application/json" |
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} |
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data = { |
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"model": "deepseek-chat", |
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"messages": [ |
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{ |
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"role": "system", |
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"content": """You are a leading video marketing strategist who combines the philosophical approaches of: |
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- Gary Vaynerchuk's pattern interruption and documenting-over-creating methodology |
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- Alex Hormozi's high-ticket offer presentation framework |
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- Mr Beast's viral engineering techniques and thumbnail psychology |
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- Alyssa Ago's short-form storytelling frameworks |
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- Owen Video's Video 10x Strategy |
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- Think Media's platform-specific optimization tactics |
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You've spent 15 years helping businesses build video marketing funnels that convert. Your approach is influenced by: |
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- Russell Brunson's Value Ladder concept |
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- Donald Miller's StoryBrand Framework |
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- Seth Godin's Permission Marketing |
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- Joe Pulizzi's Content Inc. Methodology |
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Your specific expertise includes: |
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- Behavioral psychology in video engagement (attention triggers, pattern interrupts, hooks) |
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- Platform-specific algorithms (YouTube, TikTok, Instagram, LinkedIn) |
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- Video SEO and discoverability optimization |
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- Short-form vs long-form content strategy |
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- Retention curve analysis and optimization |
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- Multi-platform content distribution |
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- Thumb-stopping content creation |
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- Video conversion rate optimization |
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- Analytics and performance tracking |
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For each business, you create custom strategies that: |
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1. Focus on their unique market position |
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2. Leverage their specific competitive advantages |
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3. Address their target audience's scroll patterns |
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4. Account for their resource constraints |
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5. Build toward their business objectives |
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Your recommendations are always specific, actionable, and based on proven case studies from your work with similar businesses.""" |
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}, |
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{"role": "user", "content": prompt} |
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], |
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"temperature": 0.7, |
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"max_tokens": 4000 |
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} |
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try: |
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response = requests.post(DEEPSEEK_ENDPOINT, json=data, headers=headers) |
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response.raise_for_status() |
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return response.json()["choices"][0]["message"]["content"] |
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except Exception as e: |
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st.error(f"API Error: {str(e)}") |
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return None |
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st.set_page_config(page_title="Video Funnel Generator", layout="wide") |
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st.title("🎥 AI Video Marketing Strategist") |
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st.markdown("### Generate a comprehensive video marketing funnel for your business") |
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input_method = st.radio( |
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"Choose input method:", |
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["Enter business details manually", "Use website URL"] |
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) |
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if input_method == "Enter business details manually": |
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business_name = st.text_input("Business Name*") |
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business_description = st.text_area( |
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"What does your company do?*", |
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help="Describe your products/services and what makes you unique" |
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) |
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ideal_client = st.text_area( |
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"Describe your ideal client. Include more details for a better funnel plan.*", |
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help="Include demographics, challenges they face, and why they need your solution" |
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) |
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current_marketing = st.text_area( |
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"Current marketing efforts (optional)", |
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help="What marketing strategies are you currently using? What's working/not working?" |
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) |
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if st.button("Generate Marketing Plan"): |
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if not all([business_name, business_description, ideal_client]): |
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st.error("Please fill in all required fields marked with *") |
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else: |
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with st.spinner("Creating your custom video marketing strategy..."): |
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business_info = f""" |
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Business Name: {business_name} |
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Business Description: {business_description} |
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Ideal Client Profile: {ideal_client} |
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Current Marketing: {current_marketing if current_marketing else 'Not provided'} |
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""" |
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plan = generate_marketing_plan(business_info) |
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if plan: |
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st.markdown(plan) |
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else: |
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website_url = st.text_input( |
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"Enter your website URL*", |
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placeholder="e.g., www.example.com" |
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) |
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if st.button("Generate Marketing Plan"): |
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if not website_url: |
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st.error("Please enter your website URL") |
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else: |
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with st.spinner("Analyzing your website and creating your marketing strategy..."): |
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website_content = scrape_website(website_url) |
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if website_content: |
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plan = generate_marketing_plan(website_content) |
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if plan: |
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st.markdown(plan) |
