> **来源：[研报客](https://pc.yanbaoke.cn)** # Summary of Outlook for Advertising, Marketing and Data 2026 ## Core Content The document outlines the evolving landscape of advertising, marketing, and data in the B2B sector for 2026, highlighting key trends, market conditions, and strategic implications. It is authored by Bruce Biegel, Senior Managing Partner at Winterberry Group, a specialized management consultancy with over two decades of experience in advertising, marketing, data, technology, media, and commerce. ## Main Trends and Key Information ### 2025 Market Overview - **Macro Trends**: Despite tariff shocks and moderate inflation, macroeconomic conditions remained stable in 2025. US GDP growth outperformed early forecasts, and the Federal Reserve eased rates. - **Marketing Spend**: Marketing spend growth normalized to historical GDP ratios, with performance-driven spending becoming a priority. Offline channels saw declines, while digital channels continued to grow. - **AI Impact**: AI became a dominant force in marketing, with investments concentrated in agentic solutions. However, challenges like data silos and unclear use cases slowed adoption. - **Search Evolution**: Traditional SEO strategies became obsolete as search marketing shifted to Generative Engine Optimization (GEO) and Answer Engine Optimization (AEO), driven by AI-powered search. - **Content and Creator Dynamics**: Influencers and creators are converging, with creators providing authoritative content and influencers amplifying it. Authenticity remains crucial for brand trust. - **Corporate Communications and Marketing Convergence**: The roles of marketing and corporate communications are blending, leading to unified strategies and reduced reliance on multiple agencies. - **Ad Tech Optimization**: Advertisers and publishers are pushing for more transparent and efficient ad tech solutions. The agentification of ad planning and buying is enabling more customized audiences and real-time optimization. - **Agency Model Transformation**: Agencies are redefining themselves as platforms rather than service providers. Large holding companies are repositioning as integrated platforms, while challengers and independents are leveraging off-the-shelf agentic tools. - **Talent Crisis**: Entry-level hiring declined due to AI replacing junior roles, creating a gap in strategic expertise development. Training pathways must now integrate AI proficiency with strategic skills. ### Creative Intelligence - **Definition**: Creative Intelligence (CI) is the ability to understand and optimize creative performance based on audience and media insights. - **Six Core Capabilities**: 1. **Creative Asset Ingestion and Normalization**: Ingest and normalize various creative formats. 2. **Creative Data Conversion**: Extract and organize metadata from creative assets. 3. **Pre-Test**: Test creative assets with real or synthetic audiences. 4. **Activation and Optimization**: Use omnichannel platforms to operationalize CI insights. 5. **Creative Performance Analytics**: Analyze performance alongside campaign data. 6. **Measurement**: Evaluate creative and campaign performance at both internal and external levels. ### B2B Marketing Outlook 2026 - **Offline Spend**: Expected to grow, led by sponsorship and experiential formats. - **Online Spend**: Display, video, and social-led channels will drive growth. - **Data Spending**: Data and data infrastructure spending will increase to \$6.9BB in 2026, reflecting the need for integration and measurement services. - **Economic Projections**: US GDP growth is projected to reach 2.3% in 2026, with inflation remaining at 2.4-2.7%. AI costs have stabilized, but ROI remains a key concern for advertisers. ## Strategic Implications - **Adaptation to AI**: Companies must invest in data infrastructure and creative asset management to support agentic AI solutions. Expect a shift from fixed production costs to performance-linked investments. - **Channel Shift**: Marketing spend is moving between channels, with a focus on performance-driven tactics and real-time optimization. - **Agency Evolution**: The traditional agency model is under pressure, requiring restructuring, increased tech adoption, and alignment with performance metrics. - **Talent Development**: New training pathways are necessary to bridge the gap between junior roles and strategic expertise, ensuring the industry can sustain growth. ## Market Dynamics - **M&A Activity**: M&A momentum increased in 2025, with PE dry powder declining and more capital being deployed into high-quality assets. - **Pricing Models**: Current pricing is fragmented, but expected to converge toward a retainer plus a percentage of media spend model, reflecting the value of creative intelligence in media effectiveness. - **Measurement Challenges**: Lack of standardized frameworks and integration capabilities hinders the ability to measure creative impact, making it harder for CMOs to justify spend. ## Conclusion The B2B advertising, marketing, and data landscape in 2026 is poised for continued transformation, driven by AI, data integration, and performance optimization. While macroeconomic conditions remain stable, the industry must address internal silos, talent development, and evolving measurement standards to remain competitive and effective.