# Sannah Vinding > Engineering Expertise. Product Marketing & GTM. Commercial Growth. ## Posts - [Preference Forms Before Sales Is Invited](https://sannahvinding.com/preference-forms-before-sales-is-invited/): AI is changing when technical buyers form preferences. Sales still matters, but buyers may compare, shortlist, and trust suppliers before the first conversation. - [The Focus Problem: Why Electronics B2B Companies Stall After AI](https://sannahvinding.com/the-focus-problem-why-electronics-b2b-companies-stall-after-ai/): AI removed the build constraint in electronics. Now focus decides which B2B tech companies and manufacturers turn capability into repeatable revenue and growth. - [Engineers Are Not Skipping Validation. They Are Skipping Friction.](https://sannahvinding.com/engineers-are-not-skipping-validation-they-are-skipping-friction/): AI is not making engineers less careful. It is helping them move faster through early research, comparison, and question-building. In technical B2B, the companies that make evaluation easier will earn trust earlier, before the first sales conversation. - [AI Exposes What Knowledge Systems Miss](https://sannahvinding.com/ai-exposes-what-knowledge-systems-miss/): AI can support technical work, but it cannot fix scattered product knowledge, unclear ownership, or missing judgment. For technical B2B teams, AI readiness starts with the knowledge system. - [Most Growth Problems Are System Problems](https://sannahvinding.com/most-growth-problems-are-system-problems/): In technical B2B organizations, growth often depends less on one campaign or message and more on how well product knowledge, customer insight, technical expertise, and commercial execution connect across the business. - [AI Changes the Work Before It Changes the Job Title](https://sannahvinding.com/ai-changes-the-work-before-it-changes-the-job-title/): AI is changing tasks, workflows, and decision points before job titles. For electronics supply-chain leaders, the last mile still needs human judgment. - [Everyone Wants an Agentic AI Strategy. Few Have Mapped the Work.](https://sannahvinding.com/everyone-wants-an-agentic-ai-strategy-few-have-mapped-the-work/): Agentic AI will not fix unclear workflows. Leaders need to map how work actually gets done before adding AI agents to the process. - [9 AEO Realities Every Electronics Manufacturing Leader Should Know](https://sannahvinding.com/9-aeo-realities-every-electronics-manufacturing-leader-should-know/): 96% of B2B companies are invisible in AI-driven buying. 9 AEO realities every electronics and manufacturing leader needs to know to stay on the shortlist. - [AI Adoption Gap in Manufacturing: A Leadership Problem](https://sannahvinding.com/ai-adoption-gap-in-manufacturing-a-leadership-problem/): Gallup's 2025 data shows leaders use AI at 69%, engineers at 40%. In manufacturing, that gap has a real cost. Here is what leaders must address first. - [Why Engineers Don't Trust AI (And What That Means for Your Visibility)](https://sannahvinding.com/why-engineers-dont-trust-ai-and-what-that-means-for-your-visibility/): 86% of engineers use AI. Only 6% trust it. Learn how electronics manufacturers can turn the engineer trust gap into a B2B visibility advantage - [The Click Is Dying. Long Live the Shortlist.](https://sannahvinding.com/the-click-is-dying-long-live-the-shortlist/): AI answers are reducing clicks, but the visitors who still arrive are often more qualified. Learn how manufacturing teams should shift from ranking and traffic to referenceability, trust, shortlists, and conversion optimization. - [I Fixed My Bedsheets With AI. Then I Realized Our Buyer Journey Is Broken](https://sannahvinding.com/i-fixed-my-bedsheets-with-ai-then-i-realized-our-buyer-journey-is-broken/): I fixed my bedsheets with AI and realized what’s broken in the B2B buyer journey. How engineers now learn, evaluate, and decide. - [Stop Being a Content Factory: Your Marketing Team Needs a Reboot](https://sannahvinding.com/stop-being-a-content-factory-your-marketing-team-needs-a-reboot/): Marketing in electronics is no longer about content volume. Learn why Product Marketing must map claims to proof and why machine-readable data now determines visibility with engineers and AI. - [Stop Copying SaaS Playbooks: The Engineering-Driven GTM Operating System for 2026](https://sannahvinding.com/stop-copying-saas-playbooks-the-engineering-driven-gtm-operating-system-for-2026/): Why SaaS go-to-market models fail in electronics and what engineering-driven teams must build instead. A practical GTM operating model for AI-driven discovery, supply chain volatility, and trust in 2026. - [How AI Fits Into Engineering-Driven GTM Without Breaking Trust](https://sannahvinding.com/how-ai-fits-into-engineering-driven-gtm-without-breaking-trust/): How electronics companies can use AI in go-to-market without losing trust. Learn where AI helps, where it hurts, and how structure protects credibility. - [Why Electronics Companies Need an Engineering-Driven GTM Structure](https://sannahvinding.com/why-electronics-companies-need-an-engineering-driven-gtm-structure/): Why go-to-market fails in electronics when it ignores engineering reality. Learn how engineering-driven GTM structures improve alignment, trust, and execution. - [Why Manufacturing Marketing Is Struggling and What Leaders Must Do Next](https://sannahvinding.com/why-manufacturing-marketing-is-struggling-and-what-leaders-must-do-next/): Manufacturing marketing is falling behind. Learn why buyer behavior has shifted and what leaders must do to modernize strategy, improve alignment, and accelerate growth. - [From Search to Strategy: Why SEO Isn’t Dead, It’s Just Becoming AI First](https://sannahvinding.com/from-search-to-strategy-why-seo-isnt-dead-its-just-becoming-ai-first/): Discover why SEO still matters in 2025. Learn how AI, AEO, and LLM optimization are transforming visibility for electronics and manufacturing leaders. - [Bridging Marketing and Sales: How AI Aligns B2B Teams for Smarter Growth](https://sannahvinding.com/bridging-marketing-and-sales-how-ai-aligns-b2b-teams-for-smarter-growth/): Discover how AI bridges marketing and sales in manufacturing by turning intent data and analytics into shared intelligence that drives measurable growth. - [AI is Reshaping B2B Marketing in the Electronics Industry](https://sannahvinding.com/ai-is-reshaping-b2b-marketing-in-the-electronics-industry/): Discover how AI is transforming B2B marketing in the electronics industry. Learn why AI-driven visibility, data intelligence, and leadership are key to driving growth across manufacturing and the supply chain. - [The Importance of Leveraging LinkedIn for Social Selling & Social Buying in Manufacturing](https://sannahvinding.com/the-importance-of-leveraging-linkedin-for-social-selling-social-buying-in-manufacturing/): Understanding the Benefits of Social Selling & Social Buying Through LinkedIn for Industrial Manufacturing - [How Video Thumbnails Can Boost Your Email Click-Through Rates](https://sannahvinding.com/how-video-thumbnails-can-boost-your-email-click-through-rates/): The word "video" in the subject line alone can boost open rates. With a few simple steps, you can make the most of this powerful marketing tool to boost engagement with your emails! - [Why Manufacturing Organizations Should Embrace a Human-Centered Marketing Strategy](https://sannahvinding.com/why-manufacturing-organizations-should-embrace-a-human-centered-marketing-strategy/): Learn about the benefits of adopting a human-centered marketing approach in the manufacturing industry from a professional who has firsthand experience with its positive impact on an organization's marketing efforts." - [Why Sales and Marketing should always be working together to maximize growth](https://sannahvinding.com/why-sales-and-marketing-should-always-be-working-together-to-maximize-growth/): When sales and marketing work together, they can achieve double-digit growth year after year. In this article, I'll teach you how sales and marketing can work together to increase revenue, reduce costs, and create long-term relationships. - [Why Should Manufacturing Companies Use Video Content in their Marketing Strategy?](https://sannahvinding.com/why-should-manufacturing-companies-use-video-content-in-their-marketing-strategy/): Do you know why manufacturing companies should consider using video content in their marketing strategy? In this post, I'm going to share why video content marketing should be part of your overall marketing strategy - [Develop a Marketing Plan That Works For Your Manufacturing Company](https://sannahvinding.com/develop-a-marketing-plan-that-works-for-your-manufacturing-company/): marketing plans aren't just for large companies; small manufacturing firms can benefit from having a plan too. By developing a clear strategy for promoting your products, you can ensure that your company is reaching its maximum potential. - [Why do you need MQL's (marketing qualified leads)?](https://sannahvinding.com/why-do-you-need-mqls-marketing-qualified-leads/): If you're looking for ways to increase sales and grow your business, you should always be prioritizing lead generation and marketing qualified leads. These two areas will give you access to new customers and prospects, which means increased revenue and profits - [Digital Marketing: Why it Matters for Manufacturers](https://sannahvinding.com/digital-marketing-why-it-matters-for-manufacturers/): A manufacturer can use digital marketing to reach their customers more effectively. This article explains why manufacturers should care about digital marketing. - [Free Process Template](https://sannahvinding.com/free-process-template/): The one-pager template I built as a development manager and have used in every role since. Free Google Slides file. Get direct access. ## Pages - [Product Marketing & Go-to-Market (GTM) Director - Engineer (MSc)](https://sannahvinding.com/): Engineer and product marketing leader building go-to-market teams and systems that connect technical expertise with commercial growth across electronics, semiconductors, and industrial B2B. - [Speaker & Press Kit](https://sannahvinding.com/speaker-press-kit/): Press and media kit for Sannah Vinding: engineer, author, and host of the Leadership in Manufacturing podcast. Download the kit or book her to speak. - [pulse](https://sannahvinding.com/pulse/): A monthly read on where electronics component lead times are tightening and where they are not. Built for engineering, sourcing, and supply chain teams. - [start here](https://sannahvinding.com/start-here/) - [Thank You - Free Process Template](https://sannahvinding.com/thank-you-free-process-template/): Thank You! - [Engineering-Driven B2B Growth in an AI-Mediated Market](https://sannahvinding.com/engineering-driven-b2b-growth-in-an-ai-mediated-market/): Engineering-driven framework explaining how AI, buyer behavior, and leadership alignment now determine B2B growth in complex technical markets. - [Industry Engagement](https://sannahvinding.com/industry-engagement/): Explore Sannah Vinding’s industry engagement across electronics and manufacturing, including speaking, executive conversations, publishing, podcast appearances, and innovation judging. - [Modern Marketing for Manufacturing Podcast](https://sannahvinding.com/modern-marketing-for-manufacturing-podcast/) - [Blog](https://sannahvinding.com/blog/): Engineering-driven insight on how AI is reshaping B2B growth in electronics and manufacturing, from discovery and visibility to go-to-market strategy and leadership decision-making. - [Free Process Template Thank You](https://sannahvinding.com/free-process-template-thank-you/) - [AI and Digital Marketing FAQs for Manufacturers](https://sannahvinding.com/ai-and-digital-marketing-faqs-for-manufacturers/): Explore AI and digital marketing FAQs for manufacturers. Learn how AI, data, and modern marketing strategies help electronics and manufacturing companies boost visibility, generate leads, and drive smarter growth. - [insta](https://sannahvinding.com/insta/): Elevate your leadership potential in the fast-paced world of electronics manufacturing with the Mind the Innovation Leadership Podcast. Designed specifically for professionals like you, our podcast offers invaluable insights and strategies to develop the skills necessary for effective leadership. - [contact box](https://sannahvinding.com/contact-box/) - [Meet Sannah Vinding](https://sannahvinding.com/meet-sannah-vinding/): Engineer and GTM leader Sannah Vinding bridges engineering, AI, and go-to-market strategy to help electronics and manufacturing companies earn visibility, trust, and growth. - [Engineering-Driven Go-to-Market Strategy for Technical B2B Companies](https://sannahvinding.com/leadership-b2b-marketing-strategist-technical-engineering-expert-in-the-electronics-industry/): Engineer and go-to-market leader sharing insights on AI, product marketing, and the systems behind visibility, trust, and growth in electronics, semiconductor, and technical B2B markets. - [contact me obsolete](https://sannahvinding.com/contact/) - [About me podcast](https://sannahvinding.com/about-me-podcast/) - [Podcast](https://sannahvinding.com/podcast/) - [Sannah Vinding](https://sannahvinding.com/sannah-vinding/) - [Privacy Policy](https://sannahvinding.com/privacy-policy/) ## Optional - [Agent (MCP protocol)](websites-agents.hostinger.com/sannahvinding.com/mcp) [comment]: # (Generated by Hostinger Tools Plugin)