• I have to offers 39 (1 product ) and 59 ( 2 products + 1 other product gift ), from both offers I get around 22/23 after product costs

    This adset had 5 sales, I am obviously losing money but I don’t know if I should give it more time or is it time to cut it

    Ask me anything

  • Currently on a legacy plan which is on credits, but we need to collect a lot more data via keyword explorer. I’ve run some numbers and to purchase enough credits to do this each month would cost an additional $1200 pm. If we upgraded from legacy to new plan with unlimited credits, it’s only an additional $115 pm.

    However, ahrefs state credits are ‘unlimited **fair usage**’ and wondering if using up approx. 20,000 worth of credits pm would get pulled up for not being fair use.

    We aren’t scarping the data or anything similar, just requesting updates to 1000s of KWs each week.

  • Master Digital Marketing in 9 Simple Steps

    Digital Marketing has revolutionized how we approach Business. From small startups to Fortune 500 companies, organizations worldwide are leveraging Digital Marketing to gain a competitive edge.

    The Core Principles of Digital Marketing

    At its core, Digital Marketing is about leveraging cutting-edge technology and innovative strategies to achieve better outcomes in less time.

    The key components of Digital Marketing include strategic planning, implementation excellence, and continuous optimization based on real-world results.

    Digital Marketing fundamentally changes how we approach business by introducing new methodologies and frameworks that challenge traditional thinking.

    Core Elements of Digital Marketing

    • Foundation: Building a solid understanding of Digital Marketing principles
    • Innovation: Staying ahead with the latest Digital Marketing developments
    • Strategy: Developing a comprehensive approach to Digital Marketing implementation
    • Execution: Turning Digital Marketing concepts into actionable results

    How Digital Marketing Drives Success

    Implementing Digital Marketing offers numerous advantages for business professionals:

    1. Competitive advantage in the rapidly evolving business market
    Organizations that embrace Digital Marketing consistently report significant improvements in this area, with many seeing results within the first few months of implementation.

    2. Improved scalability and growth potential
    Organizations that embrace Digital Marketing consistently report significant improvements in this area, with many seeing results within the first few months of implementation.

    3. Increased efficiency and productivity in business operations
    Organizations that embrace Digital Marketing consistently report significant improvements in this area, with many seeing results within the first few months of implementation.

    4. Better decision-making through data-driven insights
    Organizations that embrace Digital Marketing consistently report significant improvements in this area, with many seeing results within the first few months of implementation.

    5. Enhanced customer satisfaction and loyalty
    Organizations that embrace Digital Marketing consistently report significant improvements in this area, with many seeing results within the first few months of implementation.

    Solutions to Digital Marketing Implementation Challenges

    While the benefits are significant, it’s important to acknowledge and address potential challenges:

    Initial Learning Curve
    Getting started with Digital Marketing requires dedication to learning new concepts and methodologies.

    Solution: Develop a phased approach to Digital Marketing adoption, starting with pilot projects and gradually expanding as expertise grows.

    Integration Complexity
    Incorporating Digital Marketing into existing business workflows can present technical challenges.

    Solution: Develop a phased approach to Digital Marketing adoption, starting with pilot projects and gradually expanding as expertise grows.

    Keeping Up with Evolution
    The rapid pace of change in Digital Marketing means continuous learning is essential.

    Solution: Develop a phased approach to Digital Marketing adoption, starting with pilot projects and gradually expanding as expertise grows.

    Expert Tips for Mastering Digital Marketing

    To maximize your success with Digital Marketing, follow these proven best practices:

    • Document your processes and learnings for future reference
    • Collaborate with other business professionals to share insights and best practices
    • Monitor key metrics to track the impact of Digital Marketing on your business operations
    • Build a culture of innovation and experimentation around Digital Marketing
    • Invest in continuous education and training for your team

    Implementation Framework

    1. Assessment Phase: Evaluate your current business processes and identify areas where Digital Marketing can add value
    2. Planning Phase: Develop a comprehensive Digital Marketing strategy aligned with your business objectives
    3. Execution Phase: Implement Digital Marketing initiatives with clear milestones and success metrics
    4. Optimization Phase: Continuously refine your approach based on results and feedback

    The Future of Digital Marketing: What to Expect

    The future of Digital Marketing in business looks incredibly promising:

    • Integration of AI and machine learning with Digital Marketing practices: This trend is already beginning to shape how forward-thinking organizations approach Digital Marketing.
    • Evolution of Digital Marketing standards and best practices: This trend is already beginning to shape how forward-thinking organizations approach Digital Marketing.
    • Emergence of new Digital Marketing specializations and career paths: This trend is already beginning to shape how forward-thinking organizations approach Digital Marketing.
    • Greater emphasis on sustainability and ethical considerations: This trend is already beginning to shape how forward-thinking organizations approach Digital Marketing.

    Preparing for Tomorrow

    To stay ahead of the curve, business professionals should focus on:

    1. Building adaptable Digital Marketing frameworks that can evolve with changing needs
    2. Developing cross-functional skills that complement Digital Marketing expertise
    3. Creating networks with other Digital Marketing practitioners and thought leaders
    4. Investing in emerging technologies that enhance Digital Marketing capabilities

    Conclusion

    Digital Marketing represents a significant opportunity in the Business space. By understanding its fundamentals, leveraging its benefits, and following best practices, you can position yourself for success in this rapidly evolving field.

    The key is to start implementing these strategies today. Whether you’re just beginning your Digital Marketing journey or looking to enhance your existing approach, the insights shared in this guide provide a solid foundation for growth.

    Remember, the landscape of Digital Marketing is constantly changing. Stay informed, remain adaptable, and continue learning to maintain your competitive edge.

    Key Takeaways

    • Digital Marketing is transforming the Business industry in fundamental ways
    • Success requires understanding both the opportunities and challenges
    • Following proven best practices can accelerate your results
    • The future of Digital Marketing holds exciting possibilities for early adopters
    • Continuous learning and adaptation are essential for long-term success

    Ready to take your Digital Marketing knowledge to the next level? Start implementing these strategies today and watch your results transform.

  • **Please use this thread for all questions about the above topics. Individual posts outside this thread will likely be removed by mods.**

  • **Please do not post a new thread until you have read through** [**our WIKI/FAQ.**](https://www.reddit.com/r/algotrading/wiki/index) It is highly likely that your questions are already answered there.

    All members are expected to follow our sidebar rules. Some rules have a zero tolerance policy, so be sure to read through them to avoid being perma-banned without the ability to appeal. (Mobile users, click the info tab at the top of our subreddit to view the sidebar rules.)

    **Don’t forget to join our live** **trading chatrooms!**

    * The official [**Discord chatroom here!**](https://fxgears.com/index.php?pages/trading_chatroom/)
    * R Language in Finance Discord: [Discord for R Programming for Financial Applications](https://discord.gg/9YXkWCWEct)

    **Finally,** the two most commonly posted questions by new members are as followed:

    * Where can I find historical data? [Which is answered in our wiki here](https://www.reddit.com/r/algotrading/wiki/index#wiki_how_to_get_historical_data_for_free)
    * And, where can I find examples of strategies to implement? [Which you can find examples from our wiki here](https://www.reddit.com/r/algotrading/wiki/index#wiki_strategy)

    **Be friendly and professional toward each other and enjoy your stay! :)**

  • [Delta Airlines](https://fortune.com/2025/07/16/delta-moves-toward-eliminating-set-prices-in-favor-of-ai-that-determines-how-much-you-personally-will-pay-for-a-ticket/?utm_source=emailoctopus&utm_medium=email&utm_campaign=%23235%20-%20ChatGPT%27s%20Squeeze%2C%20Agentic%20AI%20Wars%2C%20%26%20Gmail%20Shopping) is already doing it. The company is experimenting with AI technology that calculates what each customer is willing to pay based on demand, booking patterns, and individual behavior – and charges accordingly. 

    Only 3% of their fares are priced this way now, but they plan to grow that to 20%.

    If it works for airlines, how long before ecom brands follow?

  • The Ultimate Guide to Certifications in 2025

    Certifications has revolutionized how we approach Education. From small startups to Fortune 500 companies, organizations worldwide are leveraging Certifications to gain a competitive edge.

    What Makes Certifications Different

    The key components of Certifications include strategic planning, implementation excellence, and continuous optimization based on real-world results.

    Certifications fundamentally changes how we approach education by introducing new methodologies and frameworks that challenge traditional thinking.

    Understanding Certifications requires both theoretical knowledge and practical experience, making it essential to combine learning with hands-on application.

    Core Elements of Certifications

    • Innovation: Staying ahead with the latest Certifications developments
    • Foundation: Building a solid understanding of Certifications principles
    • Optimization: Continuously improving your Certifications processes
    • Strategy: Developing a comprehensive approach to Certifications implementation

    The Advantages of Certifications for Modern Education

    Implementing Certifications offers numerous advantages for education professionals:

    1. Greater innovation and creative problem-solving
    Organizations that embrace Certifications consistently report significant improvements in this area, with many seeing results within the first few months of implementation.

    2. Cost reduction through optimized processes and automation
    Organizations that embrace Certifications consistently report significant improvements in this area, with many seeing results within the first few months of implementation.

    3. Competitive advantage in the rapidly evolving education market
    Organizations that embrace Certifications consistently report significant improvements in this area, with many seeing results within the first few months of implementation.

    4. Enhanced customer satisfaction and loyalty
    Organizations that embrace Certifications consistently report significant improvements in this area, with many seeing results within the first few months of implementation.

    5. Improved scalability and growth potential
    Organizations that embrace Certifications consistently report significant improvements in this area, with many seeing results within the first few months of implementation.

    Solutions to Certifications Implementation Challenges

    While the benefits are significant, it’s important to acknowledge and address potential challenges:

    Integration Complexity
    Incorporating Certifications into existing education workflows can present technical challenges.

    Solution: Develop a phased approach to Certifications adoption, starting with pilot projects and gradually expanding as expertise grows.

    Resource Investment
    Implementing Certifications effectively often requires upfront investment in tools, training, and infrastructure.

    Solution: Develop a phased approach to Certifications adoption, starting with pilot projects and gradually expanding as expertise grows.

    Keeping Up with Evolution
    The rapid pace of change in Certifications means continuous learning is essential.

    Solution: Develop a phased approach to Certifications adoption, starting with pilot projects and gradually expanding as expertise grows.

    Proven Strategies for Certifications Excellence

    To maximize your success with Certifications, follow these proven best practices:

    • Build a culture of innovation and experimentation around Certifications
    • Stay updated with the latest Certifications trends and developments
    • Invest in continuous education and training for your team
    • Start with a clear strategy and defined goals for your Certifications implementation
    • Monitor key metrics to track the impact of Certifications on your education operations

    Implementation Framework

    1. Assessment Phase: Evaluate your current education processes and identify areas where Certifications can add value
    2. Planning Phase: Develop a comprehensive Certifications strategy aligned with your business objectives
    3. Execution Phase: Implement Certifications initiatives with clear milestones and success metrics
    4. Optimization Phase: Continuously refine your approach based on results and feedback

    Emerging Trends in Certifications

    The future of Certifications in education looks incredibly promising:

    • Emergence of new Certifications specializations and career paths: This trend is already beginning to shape how forward-thinking organizations approach Certifications.
    • Evolution of Certifications standards and best practices: This trend is already beginning to shape how forward-thinking organizations approach Certifications.
    • Integration of AI and machine learning with Certifications practices: This trend is already beginning to shape how forward-thinking organizations approach Certifications.
    • Expansion of Certifications applications across different industries: This trend is already beginning to shape how forward-thinking organizations approach Certifications.

    Preparing for Tomorrow

    To stay ahead of the curve, education professionals should focus on:

    1. Building adaptable Certifications frameworks that can evolve with changing needs
    2. Developing cross-functional skills that complement Certifications expertise
    3. Creating networks with other Certifications practitioners and thought leaders
    4. Investing in emerging technologies that enhance Certifications capabilities

    Conclusion

    Certifications represents a significant opportunity in the Education space. By understanding its fundamentals, leveraging its benefits, and following best practices, you can position yourself for success in this rapidly evolving field.

    The key is to start implementing these strategies today. Whether you’re just beginning your Certifications journey or looking to enhance your existing approach, the insights shared in this guide provide a solid foundation for growth.

    Remember, the landscape of Certifications is constantly changing. Stay informed, remain adaptable, and continue learning to maintain your competitive edge.

    Key Takeaways

    • Certifications is transforming the Education industry in fundamental ways
    • Success requires understanding both the opportunities and challenges
    • Following proven best practices can accelerate your results
    • The future of Certifications holds exciting possibilities for early adopters
    • Continuous learning and adaptation are essential for long-term success

    Ready to take your Certifications knowledge to the next level? Start implementing these strategies today and watch your results transform.

  • Does zk-WASM offer a more dev-friendly path forward for privacy and scalability compared to zk-EVM or bespoke circuits?

    Would love to hear from anyone working with zk tools or WASM stacks, especially those experimenting with ZK outside of Ethereum’s L2 rollup scene. Is there a real demand here, or is this too far ahead of its time?