• Marketing Machine
  • Posts
  • Marketers Return To Simplicity ⏎ Google Ads Optimization Score Updates 🚨 Ad Spend Vs. Volume By Channel 💸

Marketers Return To Simplicity ⏎ Google Ads Optimization Score Updates 🚨 Ad Spend Vs. Volume By Channel 💸

Also: B2B Content Marketing Benchmarks, Budgets, And Trends For 2025

In partnership with

Marketers Return To Simplicity ⏎ Google Ads Optimization Score Updates 🚨 Ad Spend Vs. Volume By Channel 💸

Also: B2B Content Marketing Benchmarks, Budgets, And Trends For 2025

Happy Friday Marketing Engineers!

If you’re new, welcome aboard 👋. If you're a seasoned Engineer, thanks for sticking around! Coming up today: why the deep learning boom caught everyone by surprise, how to use AI to increase efficiency in user research, and 8 content repurposing examples from the experts.

Is there something else you’d like to see here? Got a hot tip? Hit reply and let us know what you think. 🧠 Or smash a button on our feedback poll at the bottom!

🚀 Adam

P.S. Were you forwarded this email? Click here to subscribe.

P.P.S. Join us on Discord if you want to meet other Marketing Engineers and come to our weekly "Office Hours" live event. Free! 🤑

Finally! A portfolio that's auto-updating and backs up your work.

Tired of spending hours updating your portfolio or losing your work samples to site shutdowns?

Authory automatically creates a beautiful, self-updating portfolio page that showcases your work effortlessly & backs up everything you've ever published.

Keep your work samples safe, searchable, and ready to share at any time.

Join 1,000s of writers, journalists and content marketers who already use Authory to impress potential clients and employers.

🗞 Marketing News

Trust in online platforms has significantly diminished, making it harder for users to distinguish genuine interactions. Concurrently, major social media platforms are experiencing declining user engagement as individuals migrate to smaller, niche communities, complicating traditional advertising efforts. In response, marketers must embrace simpler and more authentic strategies, such as using traditional media channels and fostering genuine word-of-mouth marketing to effectively reconnect with their audiences.

Optimization Score provides specific insights into how major competitors impact impression share, giving advertisers a clearer understanding of competitive pressures. This real-time competitive analysis enables more informed optimization decisions, though it cautions against simply mimicking competitor strategies. While the enhanced transparency can significantly aid in optimizing paid search campaigns, it also carries the risk of encouraging advertisers to spend more driven by fear of missing out rather than strategic optimization.

In 2024, ad prices rose significantly in the second quarter but began to decline in the third quarter, hindering spending growth in search and social channels as increased ad volumes were insufficient to offset the lower prices. Retail media experienced substantial growth in click volume, while new advertising formats like Amazon DSP, Google Performance Max, and Meta’s Advantage Shopping Campaigns+ drove significant year-over-year spending increases, outpacing overall channel growth. These trends suggest that in the fourth quarter, advertising will continue to shift toward lower funnel volumes and the adoption of innovative strategies to maintain and enhance growth.

Many B2B marketers face ongoing challenges such as limited resources, ineffective content strategies, and inadequate team structures that impede their success. The increasing use of artificial intelligence (AI) is helping some improve workflows and content optimization, though concerns like accuracy and lack of training still hinder widespread adoption. Top-performing marketers overcome these obstacles by implementing scalable content models, setting clear goals, investing in advanced technologies, and focusing on high-quality, engaging content to achieve better results and maintain a competitive edge.

🤖 AI

Meta AI is on track to become the most-used generative AI assistant globally by the end of 2024. Enhancements in AI-driven features have led to increased user engagement on Facebook and Instagram, as well as significant adoption of AI tools by advertisers, with over 15 million ads created using generative AI in the past month. Also, Meta’s Threads app has grown to nearly 275 million monthly users, experiencing rapid daily sign-ups and increasing user engagement.

The deep learning boom was propelled by three key innovations: Fei-Fei Li's creation of the extensive ImageNet dataset provided the essential large-scale data needed to train sophisticated neural networks. Geoffrey Hinton's development of the backpropagation algorithm revitalized neural network training, enabling more effective and efficient learning in deep architectures. Also, Jensen Huang's introduction of NVIDIA's CUDA platform harnessed the power of GPU computing to accelerate the training process, making large-scale deep learning feasible and driving its widespread adoption.

🧠 Hacks & Tactics

User research is important for enhancing user experience (UX) and conversion rate optimization (CRO) by providing insights into user needs and behaviors. However, it often encounters challenges like data overload and the complexities of analyzing qualitative responses, which AI tools can help address by automating data analysis and extracting insights more efficiently. By leveraging AI, researchers can improve the accuracy of their findings and focus on strategic insights rather than getting bogged down in manual data handling.

Content repurposing maximizes marketing efficiency by transforming existing materials to save time, generate more ideas, and reach broader audiences across multiple platforms. By implementing strategies like leveraging unpaid channels, focusing on core concepts, and collaborating with influencers, content remains impactful and enduring. Adopting best practices such as strategic planning, delivering consistent value, and continuously adapting content ensures sustained engagement and expanded market reach.

Effective social media hooks are important for capturing attention and increasing engagement, serving as the deciding factor between users interacting with your content or scrolling past it. By following a structured framework—choosing the right topic, selecting a compelling angle, and continuously refining your hooks—you can enhance the impact of your posts. Also, applying psychological techniques such as curiosity gaps, social proof, and storytelling makes your hooks more enticing, driving significant growth for your social media accounts.

⚙️ Machine Shop

Mid-funnel content is becoming increasingly important for SEO as changes in Google's interface reduce the effectiveness of traditional top-of-funnel (TOFU) and bottom-of-funnel (BOFU) strategies. By transitioning searchers from problem-aware to solution-aware, mid-funnel content builds brand trust and increases customer touchpoints, driving higher conversions. Creative strategies like feature roundups, solution hijacking, quizzes, niche calculators, scorecards, and alternative assets offer significant untapped potential for capturing valuable traffic and outperforming competitors.

To allocate your marketing budget effectively between demand creation and demand capture, first determine your total ad spend for a given timeframe. Next, assess the available demand by analyzing your existing campaigns and identifying how much more budget could be allocated to fully capture it. Finally, estimate the cost of reaching your Ideal Customer Profile (ICP) on social channels to guide your budget for demand creation efforts.

Social media saturation has made it difficult for brands to capture and maintain audience attention due to the overwhelming volume of content. Marketers face challenges in standing out amidst the rise of AI-generated content and the evolution of social platforms. To navigate these challenges, brands should focus on creating original content, aligning closely with audience preferences, and adopting new creative practices to break through the noise and build stronger connections.

🔮 The Future

Reddit has achieved unique and sustained growth over nearly two decades, breaking into the mainstream and maintaining high user engagement unlike many short-lived social media platforms. This success is driven by content-licensing deals with major companies, monetizing its API, and expanding its advertising offerings, which have led to profitability and a significant increase in market capitalization. Also, Reddit's strong community structure, organized through diverse subreddits and enhanced by AI technologies, fosters a sense of belonging and enhances the platform's functionality, ensuring its long-term relevance and continued growth.

YouTube is outpacing the traditional television advertising market by generating $8.9 billion in quarterly ad revenue, positioning itself to match the entire broadcast industry's 2024 revenue. This growth is fueled by the decline of TV advertising due to cord-cutting and an aging audience, which makes traditional TV less attractive to advertisers compared to YouTube’s younger, more desirable demographics. Also, YouTube's streamlined revenue model and superior appeal to key age groups give it a significant competitive advantage over other streaming platforms, solidifying its dominance in the video advertising landscape.

AI-driven search platforms like ChatGPT and Perplexity AI are rapidly transforming how users interact with information, challenging the dominance of established search engines. Marketers must adapt by developing dual content strategies that integrate traditional SEO with conversational AI, placing greater emphasis on understanding and addressing human intent. Also, new measurement metrics are needed to effectively capture the impact of AI-powered search, presenting both challenges and opportunities for marketing teams to innovate and optimize their strategies.

Content creators are increasingly turning to LinkedIn, with 60% planning to expand their presence in the next year, driven by the platform's strong performance in B2B influencer marketing that offers higher engagement and conversion rates compared to B2C strategies. LinkedIn provides creators with competitive engagement rates, access to new audiences, and diverse revenue streams, making it an attractive platform for growth and economic benefits. Also, consumers—particularly in the U.S. and among the 25-34 age group—favor increased brand content on LinkedIn, encouraging marketers to leverage B2B creators to humanize their brands and enhance relatability.

🗳️ Feedback Dept!

We want to hear from you! 😎🫵

What do you think of the newsletter so far?

Login or Subscribe to participate in polls.

That's it for this week! See you next week. 😎

✌️ Team Marketing Machine

PS: We're having a great time bringing this information to your inbox. Let us know what you think by replying to this email, or share us with your marketing friends, colleagues, or ocean of Linkedin connections you've never met IRL...😬👋

Don't want to miss out? Make sure to whitelist our email! 🥳😉

🥞 Stack

Tools we use to keep our business running.

Discord - find community with text, voice, and video chat. Join us!
Beehiiv - engage newsletter audiences and grow subscribers
Clickup - project management and team collaboration
WordPress - build websites and blogs
Elementor - drag-and-drop builder for WordPress
Buffer - streamline social media scheduling and analytics
ElevenLabs - convert text into realistic voiceover
Riverside - record high-quality audio and video remotely
Transistor - all-in-one podcast hosting platform
Zapier - automate tasks by connecting web apps
Claude - AI language model focused on safe and ethical text processing
Midjourney - generate images from text prompts using AI

*contains affiliate links - let us know if you have any questions or recommendations!