Trends in Digital Marketing 2026: Expert Implementation Guide
Table of Contents
The trends in digital marketing are reshaping how businesses connect with customers in 2026. From AI-powered personalisation to short-form video dominance, the pace of change demands strategic adaptation rather than reactive responses.
ProfileTree, a Belfast-based digital marketing and web design agency, helps SMEs across Northern Ireland, Ireland, and the UK navigate these shifts with confidence. Our SEO services, web design, and AI implementation training turn industry trends into measurable business results.
Understanding the latest trends in digital marketing isn’t enough—success requires knowing which innovations align with your business goals and how to implement them effectively. This guide delivers practical frameworks for adopting the technologies and strategies defining 2026, from 90-day AI implementation roadmaps to platform-specific video strategies that actually drive conversions.
Evolution of Digital Marketing Technologies
Digital marketing has progressed from simple banner advertisements to sophisticated, AI-driven campaigns. The integration of machine learning, augmented reality, and advanced analytics has fundamentally changed how brands connect with audiences.
For UK businesses, staying competitive means implementing these technologies strategically within realistic budgets. Belfast companies particularly benefit from adopting these innovations early.
AI and Machine Learning Implementation for Marketing
AI tools and machine learning algorithms have moved beyond experimental status. These technologies now handle everything from customer service automation to predictive analytics and content generation.
ProfileTree’s AI training and implementation services help Belfast businesses strategically adopt tools like ChatGPT and automation platforms. Through our training programmes, marketing teams achieve measurable ROI within 3-6 months rather than years.
“Most SMEs don’t need enterprise-level AI solutions. They need practical tools that integrate with their existing workflows and deliver measurable ROI within months, not years,” says Ciaran Connolly, ProfileTree Founder.
The 90-Day AI Marketing Implementation Framework
Phase 1: Audit and Foundation (Weeks 1-2)
Evaluate your current data quality and CRM structure. Assess GDPR compliance for AI data processing. Define “safe zones” where AI can operate autonomously, versus areas that require human oversight.
Phase 2: Pilot Programme (Weeks 3-6)
Select high-impact, low-risk use cases, typically starting with internal workflows. Implement the “Human-AI-Human” protocol: human strategy → AI execution → human review. Measure pilot success through speed gains and quality maintenance.
Phase 3: Stack Integration (Weeks 7-10)
Connect AI tools with existing CRM and marketing automation platforms. Move beyond basic chatbots to agentic AI workflows that take actions. Establish quality control processes for AI-generated content.
Phase 4: Scaling and Optimisation (Weeks 11-12+)
Reskill team members from pure creators to editor-strategists. Implement systems for managing AI hallucinations at scale. Document processes for onboarding new team members.
Our digital training programmes cover these implementation frameworks in detail.
Common AI Implementation Failures
The Data Silo Trap: AI cannot work effectively when customer data is spread across disconnected systems. Ensure your CRM, email platform, and analytics tools can share data seamlessly.
The Shiny Object Syndrome: Subscribing to multiple AI tools without an integration strategy creates complexity without value. Focus on one or two well-integrated tools initially.
Cultural Pushback: Implement AI as an assistant to your team, not a replacement. Frame it as removing tedious tasks so humans can focus on strategy.
Augmented Reality and Immersive Web Experiences
AR and VR technologies are reshaping how businesses showcase products. Whilst platforms like Meta explore metaverse experiences, practical AR applications have already proven valuable.
ProfileTree’s web development services build WordPress and Shopify websites that integrate immersive technologies. We’ve created product visualisation tools that let customers preview furniture in their homes using their smartphones.
Practical AR Applications for SMEs
| Application | Business Benefit | Implementation | ROI Timeline |
|---|---|---|---|
| Virtual Product Trials | Reduced returns | Medium | 3-6 months |
| Interactive Instructions | Lower support costs | Low | 1-3 months |
| Virtual Showrooms | Expanded reach | High | 6-12 months |
| Enhanced Print Materials | Memorable experience | Low | 1-2 months |
Virtual product trials dramatically reduce return rates. Interactive instructions reduce support calls. Virtual showrooms expand reach beyond physical limitations.
The key is starting with clear business objectives. Our approach focuses on AR features that solve specific customer problems rather than adding technology for novelty’s sake.
Social Media Platform Evolution and Video Dominance
Video content now dominates engagement metrics across all platforms. Short-form video particularly excels at capturing attention. ProfileTree’s video production services create platform-optimised content for YouTube Shorts, Instagram Reels, and TikTok.
We combine creative storytelling with SEO best practices. Recent client work demonstrates how consistent short-form video increases website traffic by 40-60%.
Platform-Specific Video Strategies
YouTube Strategy: YouTube Shorts boost discoverability. Long-form content builds authority. SEO optimisation with keyword-rich titles is essential. Playlist organisation encourages binge-watching.
Instagram Reels Strategy: Hook viewers in the first 3 seconds. Use trending audio whilst adding brand-specific value. Post consistently (3-5 Reels per week) to maintain algorithm visibility.
TikTok Marketing: Embrace authentic, less polished content. Participate in trends quickly whilst they’re relevant. Build community through comments and duets.
LinkedIn Video: Focus on professional insights. Use captions for silent viewing. Keep videos under 3 minutes for maximum completion rates.
“Staying ahead in digital marketing means adapting quickly to new platforms whilst understanding AI and immersive technologies to create not just leads, but experiences for users,” notes ProfileTree’s Digital Marketing Team.
Consumer Behaviour Shifts Driving Marketing Evolution

Understanding how consumer behaviour has shifted provides context for strategy changes. Two significant trends have emerged: the influence of Generation Z and heightened privacy concerns.
Generation Z as a Market Force
Generation Z now represents substantial purchasing power. This demographic expects brands to align with their social values and provide personalised experiences. They prefer discovering brands through influencer recommendations rather than traditional advertising.
ProfileTree’s social media marketing services help businesses develop Gen Z strategies that feel authentic. We focus on creating content that provides genuine value—entertainment, education, or inspiration—rather than overt selling.
Marketing to Generation Z Effectively
Use short-form video content on TikTok and Instagram Reels. Showcase authentic behind-the-scenes content. Provide seamless mobile experiences—Gen Z primarily accesses content via smartphones. Respond quickly to comments and messages.
Privacy-First Marketing and Data Ethics
Growing privacy concerns are fundamentally reshaping marketing strategies. With third-party cookies disappearing, ProfileTree’s Web Development Team advocates privacy-first marketing strategies focused on first-party data collection.
Building Privacy-Compliant Marketing Systems
First-Party Data Collection: Create valuable lead magnets that justify information requests. Use progressive profiling to gather data over time. Build loyalty programmes that reward data sharing.
Transparent Data Practices: Clearly communicate how customer data will be used. Provide easy-to-understand privacy policies. Allow customers to view, correct, and delete their data easily.
Marketing Without Third-Party Cookies:
| Strategy | Implementation | Long-Term Value | Initial Cost |
|---|---|---|---|
| SEO & Content Marketing | Medium | Very High | Low-Medium |
| Email List Building | Low | High | Low |
| Contextual Advertising | Medium | Medium | Medium |
| Branded Communities | High | Very High | High |
Invest in SEO services and content marketing for organic discovery. Build email lists and SMS subscriber bases. For businesses operating across the UK, Ireland, and EU markets, robust privacy practices aren’t optional.
Content Creation and Distribution Strategies
Content remains central to digital marketing success. Successful businesses now maintain diverse content portfolios spanning short-form video, long-form educational content, and interactive experiences.
Belfast web design agencies understand that content strategy must integrate with the overall website architecture.
Short-Form Video Content Dominance
Short-form videos have become essential. Platforms like YouTube Shorts and Instagram Reels offer high engagement potential. ProfileTree’s video production services create attention-grabbing short-form content optimised for each platform.
Effective Short-Form Video Structure
YouTube Shorts: Keep videos under 60 seconds. Use vertical 9:16 format. Include text overlays, as many viewers watch without sound. Post consistently to train the algorithm.
Instagram Reels: Hook viewers immediately with pattern interrupts. Include hashtags in captions for discoverability. Cross-post to Facebook Reels to maximise content ROI.
TikTok Content: Embrace authentic aesthetics. Use popular sounds to increase discoverability. Create series content that encourages followers to return.
Podcasting and Voice Search Optimisation
Audio content consumption continues growing. Podcasting offers opportunities for deeper audience connections. Voice search creates new SEO considerations.
ProfileTree’s content marketing services include podcast strategy development and distribution optimisation.
Voice Search Optimisation Strategies
Voice search queries are typically longer and more conversational. Target question-based phrases: “How do I…”, “What is the best way to…” Structure content to directly answer common questions.
Implement schema markup to help search engines understand content context. Optimise for local search with complete Google Business Profile information. Create concise, direct answers at the beginning of content sections.
Our SEO services in Northern Ireland include voice search optimisation as standard.
Long-Form Content and Authority Building
Despite the short-form video trend, long-form content continues delivering exceptional results for SEO and authority building. ProfileTree’s approach focuses on creating definitive resources that fully address user intent.
Long-Form Content Best Practices
Use clear heading hierarchy (H1 → H2 → H3) for easy navigation. Include bullet points and numbered lists for scannable information. Add relevant images to maintain engagement.
Target primary keywords naturally in H1, introduction, and conclusion. Include long-tail keyword phrases in H2 and H3 headings. Answer questions comprehensively rather than forcing readers to search elsewhere.
Our content marketing services combine SEO-rich practices with substantive content. This approach consistently outperforms thin content in both traditional search rankings and AI system citations.
Social Media Marketing Implementation
Social media marketing has evolved from simple broadcasting to sophisticated, multi-platform strategies. These require platform-specific approaches and influencer partnerships.
Influencer Collaboration and Content Creator Partnerships
Content creators have become central to brand promotion. At ProfileTree, we’ve seen brands achieve remarkable engagement by partnering with influencers who share authentic experiences with their products,” notes ProfileTree’s Digital Marketing Team.
Effective Influencer Partnership Strategies
Look beyond follower counts to engagement rates and audience demographics. Provide creative freedom within brand guidelines. Build long-term relationships rather than one-off transactions.
Track engagement rates, click-through rates, and conversion attribution. Use unique discount codes for accurate performance tracking.
Social Commerce Integration
Social commerce has transformed social media browsing into seamless shopping experiences. “E-commerce functionality on social platforms means that a viewer’s journey from discovery to purchase is shorter than ever,” remarks Ciaran Connolly, ProfileTree Founder.
Social Commerce Best Practices
Instagram Shopping: Tag products directly in posts and stories. Create dedicated shopping highlights. Use Instagram Live shopping for real-time product demonstrations.
TikTok Shop: Create native shopping content. Use live selling to demonstrate products. Test different product presentations to identify what resonates.
ProfileTree’s e-commerce web development services integrate social commerce capabilities with your main website.
Platform-Specific Engagement Strategies
LinkedIn Engagement: Share professional insights. Participate in relevant conversations through thoughtful comments. Post during business hours for maximum visibility (Tuesday-Thursday, 9 am-12 pm).
Instagram Engagement: Post a mix of feed content, Stories, and Reels. Respond to comments within the first hour. Share behind-the-scenes content in Stories.
TikTok Engagement: Post consistently (1-3 times daily). Respond to comments through video replies. Monitor analytics to identify optimal posting times.
“We encourage SMEs to diversify their content styles across platforms whilst maintaining a consistent brand voice,” suggests ProfileTree’s Web Development Team.
Marketing Technology and Analytics
The marketing technology landscape continues expanding. Successful businesses now integrate these technologies into cohesive systems. Our digital strategy services help Belfast businesses navigate this complex landscape effectively.
Advanced Analytics and AI-Driven Insights
Analytics and AI tools enable marketers to analyse vast amounts of data with precision. AI-driven analytics provide insights that drive personalisation and predictive marketing.
ProfileTree’s digital strategy services help businesses implement analytics frameworks that actually inform decision-making.
Essential Marketing Analytics Framework
Website Analytics: Track user journeys from entry to conversion. Identify high-performing content. Monitor technical metrics affecting user experience. Tools like Google Analytics 4 provide comprehensive insights.
Social Media Analytics: Measure engagement rates rather than vanity metrics. Track click-through rates to the website. Identify top-performing content formats.
Email Marketing Analytics: Track open, click, and conversion rates by campaign type. Segment performance analysis to identify the most valuable subscriber groups.
AI-Powered Predictive Analytics: Forecast customer lifetime value. Predict churn risk. Identify cross-sell and upsell opportunities.
Omnichannel Marketing Integration
Omnichannel marketing provides seamless customer experiences across multiple touchpoints. ProfileTree’s web development and digital marketing services focus on creating integrated systems that automatically flow customer data.
Omnichannel Integration Best Practices
Unified Customer Data: Implement CRM systems that consolidate customer interactions. Use customer data platforms to create single customer views. Enable marketing automation based on cross-channel behaviour triggers.
Consistent Messaging: Develop brand voice guidelines that apply across all channels. Coordinate campaign messaging across email, social, and advertising.
Attribution and Measurement:
| Attribution Model | Best For | Complexity | Data Requirements |
|---|---|---|---|
| Last-Click | Short sales cycles | Low | Minimal |
| First-Click | Top-of-funnel optimisation | Low | Minimal |
| Linear | Multi-touch journeys | Medium | Moderate |
| Time-Decay | Longer consideration | Medium | Moderate |
| Position-Based | Balanced view | High | Substantial |
Implement multi-touch attribution models rather than last-click. Calculate channel-specific ROI that considers the full customer journey value.
Conversational Marketing and Chatbot Implementation
AI-powered chatbots can automate responses to common queries. ProfileTree’s AI chatbot development services help businesses implement customer service automation that maintains brand personality.
Effective Chatbot Implementation Strategy
Map common customer questions that chatbots can answer reliably. Create natural dialogue flows that feel conversational. Train chatbots using historical customer service transcripts. Connect chatbots to CRM systems for personalised responses.
Strategic Digital Marketing Management
Effective digital marketing management requires strategic thinking, data-driven decision-making, and continuous optimisation.
Data-Driven Marketing Decision Making
Data analysis sits at the heart of effective digital marketing. Our digital strategy services help businesses establish measurement frameworks that connect marketing activities to business outcomes.
Data-Driven Marketing Framework
Establish clear objectives for each marketing initiative. Install proper analytics tracking across all digital properties. Review performance data regularly. Adjust underperforming campaigns based on data insights.
According to Gartner’s research, data-driven marketing organisations are 6 times more likely to be profitable year over year.
Customer Experience Optimisation
Customer experience has become the cornerstone of successful digital marketing. ProfileTree’s strategies are designed around the customer journey. Our web design services focus on creating conversion-optimised experiences.
Customer Journey Mapping
Awareness Stage: Create content addressing early-stage research questions. Optimise for search visibility on informational queries.
Consideration Stage: Provide detailed information about solutions. Address common objections proactively. Implement retargeting campaigns.
Decision Stage: Showcase social proof through testimonials. Provide clear calls-to-action with minimal friction.
Retention Stage: Implement onboarding sequences. Create loyalty programmes. Request feedback and act on suggestions.
Marketing Planning and Attribution
Effective planning requires a clearly defined structure. ProfileTree’s campaigns ensure SMEs can see the return on their digital marketing investments.
Our digital training includes education on attribution modelling.
Advanced Advertising and Targeting
Recent developments in advertising technology have created remarkable opportunities. Belfast businesses leveraging these advanced techniques gain substantial competitive advantages.
Programmatic Advertising and PPC Optimisation
Programmatic advertising has transformed online advertising by automating the buying and selling process. ProfileTree’s approach focuses on strategic allocation and continuous optimisation.
PPC Best Practices
Campaign Structure: Organise campaigns by product/service category. Use tightly themed ad groups with specific keyword sets. Create dedicated landing pages for each major ad group.
Keyword Strategy: Target a mix of broad, phrase, and exact match keywords. Use negative keywords to exclude irrelevant traffic. According to Search Engine Journal, long-tail keywords convert 2.5x better than generic terms.
Bidding and Budget Management:
| Bidding Strategy | Best For | Control Level | Required Data |
|---|---|---|---|
| Manual CPC | Learning phase | High | None |
| Enhanced CPC | Moderate optimisation | Medium | Some conversions |
| Target CPA | Consistent lead costs | Low | 30+ conversions/month |
| Maximise Conversions | Volume focus | Low | 30+ conversions/month |
Our SEO services and paid advertising work in tandem.
Personalisation and Dynamic Content
Personalisation in advertising has become essential. ProfileTree’s web development capabilities include dynamic content systems that adjust messaging based on user characteristics.
Personalisation Strategies
Behavioural Personalisation: Show different content based on pages visited. Adjust messaging for returning versus new visitors. Display recommendations based on past purchases.
Demographic Personalisation: Adjust language and imagery for different age groups. Localise content for geographic locations. Belfast businesses can target local audiences with region-specific messaging.
Stage-Based Personalisation: Show introductory content to awareness-stage visitors. Provide detailed information for consideration-stage prospects. Emphasise urgency for decision-stage visitors.
Immersive Advertising with AR and VR
AR and VR offer immersive experiences that redefine what advertising can achieve.
Practical AR/VR Advertising Applications
Virtual Product Trials: Allow customers to visualise products in their environment. Reduce purchase hesitation. Decrease return rates.
Interactive Brand Experiences: Create memorable branded AR filters. Develop VR experiences showcasing products.
Enhanced E-Commerce: Implement virtual try-on for fashion. Create 3D product viewers. Use VR for real estate virtual tours.
ProfileTree’s web development services include AR integration capabilities.
Emerging Technology Impact on Marketing
Emerging technologies continue to reshape the possibilities in marketing. Belfast businesses monitoring these developments position themselves as innovation leaders.
Blockchain Applications in Marketing
Blockchain technology offers solutions for transparency, security, and fraud prevention.
Ad Fraud Prevention: Verify that ads were actually displayed to real humans. Track impression delivery through immutable records.
Supply Chain Transparency: Verify product authenticity and ethical sourcing. Enable customers to trace product journeys.
Customer Data Management: Give customers control over their data. Create transparent consent management systems.
Internet of Things (IoT) and Marketing Automation
IoT devices create opportunities for marketing automation previously impossible. As 5G networks expand across the UK, IoT marketing applications become increasingly viable.
Smart Home Integration: Send reorder reminders through connected appliances. Provide usage-based product recommendations.
Location-Based Marketing: Trigger relevant messages based on physical location. Optimise in-store experiences using beacon technology.
Predictive Maintenance Marketing: Alert customers proactively about service needs. Offer timely replacement part promotions.
ProfileTree’s approach to emerging technologies focuses on practical implementation.
Digital Ecosystem and Platform Integration
The digital landscape continues evolving rapidly. Major platforms exert significant influence on marketing trends.
Major Platform Influence on Marketing Strategy
Major platforms like Meta and Amazon significantly steer marketing trends.
Platform-Specific Considerations
| Platform | Key Feature | Business Impact | Adaptation Required |
|---|---|---|---|
| Meta | Algorithm Changes | Decreased organic reach | Increased paid investment |
| Meta | Reels Focus | Video priority | Video production capability |
| Amazon | Product Listing | Visibility crucial | SEO optimisation |
| Search Dominance | Traffic driver | Strong SEO strategy | |
| TikTok | Young Demographics | New audiences | Platform-specific content |
ProfileTree’s digital marketing services help businesses navigate these platform dynamics.
Cross-Platform Integration and Unified Experiences
Integration across digital platforms is imperative for a successful digital strategy. Our web development and digital marketing services focus heavily on integration.
Integration Best Practices
Technical Integration: Implement single sign-on across owned properties. Use unified analytics platforms. Enable shopping cart persistence across devices.
Content Integration: Maintain consistent brand messaging. Adapt content format for each platform. Cross-promote content strategically.
Data Integration: Create unified customer profiles. Use behaviour on one channel to inform personalisation on others.
Overcoming Digital Marketing Challenges
Digital marketing presents ongoing challenges. Belfast SMEs particularly benefit from strategic guidance.
Maximising ROI with Limited Budgets
Businesses must invest in channels that align most effectively with target audiences. ProfileTree’s approach to budget optimisation focuses on rigorous performance tracking.
Budget Optimisation Framework
Channel Prioritisation: Identify which channels your target audience uses most actively. Start with one or two channels. Invest more heavily in owned channels with lower ongoing costs.
Campaign Testing: Use A/B testing to optimise systematically. Start with small test budgets. Document learnings from failed campaigns.
Cost Management: Monitor cost-per-acquisition trends. Negotiate better rates with established partners. Regularly audit subscriptions to eliminate unused services.
Our digital training programmes teach businesses these budget optimisation frameworks.
Balancing Organic and Paid Search Strategies
A successful digital marketing strategy harmoniously balances organic search efforts with paid campaigns. “Effective digital marketing isn’t just about spending more; it’s about spending smart,” shares ProfileTree’s Digital Marketing Team.
Integrated Search Strategy
Organic Search (SEO) Priorities: Create comprehensive content targeting informational search intent. Build a technical foundation for long-term search visibility. Optimise for featured snippets.
Paid Search (PPC) Priorities: Target high-intent commercial keywords. Promote time-sensitive offers. Generate immediate results whilst organic efforts mature.
Strategic Integration:
| Integration Point | Benefit | Implementation |
|---|---|---|
| Keyword Data Sharing | Informed targeting | Use PPC data for SEO priorities |
| Remarketing Synergy | Improved conversions | Retarget organic visitors via PPC |
| Budget Optimisation | Cost efficiency | Reduce PPC on strong organic keywords |
ProfileTree’s SEO services and paid advertising management work in tandem.
Future Outlook and Predictions for Digital Marketing
The digital marketing landscape continues to evolve rapidly. Belfast businesses embracing these changes position themselves as regional innovation leaders.
Anticipated Marketing Trends
Data from Statista, Smart Insights, and Gartner suggest that digital marketing is dynamic and ever-changing.
Key Trends Shaping 2026
AI-Powered Personalisation: Moving beyond demographic targeting to behavioural prediction. Real-time content adjustment. Predictive customer service.
Voice and Visual Search Growth: Increasing importance of optimising for voice assistant queries. Visual search technology is improving product discovery.
Privacy-First Marketing: First-party data strategies replacing third-party cookie dependence. Privacy as a competitive advantage.
Interactive and Immersive Content: AR try-on experiences are becoming standard. Interactive content driving engagement. VR showrooms supplementing physical experiences.
Short-Form Video Dominance: Continued growth of TikTok, Reels, and YouTube Shorts. Video-first content strategies across all platforms.
Adapting to New Technologies and Consumer Behaviours
Voice-activated technology experiences significant growth. Video content continues dominating. ProfileTree’s content reflects practical, actionable insights.
Strategic Technology Adoption Framework
Assessment Phase: Evaluate which technologies your target audience actually uses. Identify specific problems new technologies could solve.
Pilot Phase: Start with small-scale implementations. Measure performance against clear success criteria.
Scaling Phase: Expand successful pilots gradually. Invest in training to build internal capability.
Optimisation Phase: Refine processes based on performance data. Monitor industry developments.
ProfileTree’s digital training and AI implementation services guide businesses through this adoption framework.
Conclusion: Trends in Digital Marketing
Digital marketing in 2026 rewards strategic implementation over trend-chasing. Success comes from adopting technologies that align with your business objectives, target audience, and available resources.
ProfileTree helps Belfast businesses and SMEs across Northern Ireland, Ireland, and the UK translate trends into results. Through our web design, SEO services, video production, digital training, and AI implementation services, we deliver measurable outcomes rather than simply following trends.
Whether you’re implementing AI-powered automation, developing video content strategies, or building omnichannel marketing systems, ProfileTree provides the expertise needed for successful execution. Our training programmes build internal capabilities for long-term success.
To discuss how ProfileTree can help your business strategically implement these digital marketing trends, contact our team for a consultation. Our Belfast-based experts understand both local market nuances and international best practices.
FAQs
What digital marketing trends will shape the industry in 2026?
Dynamic shifts towards personalisation in content, integration of artificial intelligence, and emphasis on video marketing are predominant trends. Short-form video content, voice search optimisation, and immersive AR experiences are reshaping connections. According to HubSpot’s State of Marketing Report, video marketing delivers the highest ROI.
Which digital marketing strategies are forecasted to see increased demand?
The market is leaning towards video content, voice search optimisation, and mobile-first design strategies. Strategies like local SEO and structured data use are set to become highly valuable. AI implementation, conversational marketing, and privacy-first data strategies see growing adoption.
How are advancements in digital technology transforming marketing practices?
Current marketing practices are being revolutionised through the implementation of advanced AI for automation. Real-time data usage and advances in machine learning enable marketers to craft highly targeted campaigns. Incorporating augmented reality offers new ways to demonstrate products.
What shifts in consumer behaviour are impacting digital marketing?
There has been a notable increase in consumers engaging with voice search. The growing demand for authentic, ethically produced content is shaping marketing narratives. Privacy concerns are reshaping data collection practices. Generation Z’s influence continues growing.