The Marketing Blog: AI Insights for Modern Marketers

B2B Marketing Strategies in 2026: The Only Playbook You Need to Drive Real Pipeline 

Written by Ray Hudson | Jan 21, 2026 4:09:11 PM

B2B buyers now consume an average of 13 pieces of content before they make a purchase decision, which means random tactics are no longer enough to win complex deals. Business to business (B2B) marketing refers to the practice of selling products or services from one business to other businesses, focusing on building long-term relationships with decision makers within organizations.

Business to business marketing is essential for companies aiming to promote their offerings to other businesses rather than individual consumers, emphasizing the importance of engaging key decision makers and potential customers throughout the buyer's journey. Brand building and digital marketing are key trends shaping B2B marketing strategies in 2026, driving differentiation and engaging experiences for business audiences. Understanding these key trends is essential for developing effective B2B marketing strategies. We need integrated B2B marketing strategies that connect intelligence, content, channels, and measurement into one predictable revenue engine. 

Key Takeaways 

Question 

Answer 

What are proven B2B marketing strategies for 2026? 

Proven strategies include insight-led content marketing, account based marketing, omnichannel demand generation, and always-on market intelligence supported by AI platforms like the AI content marketing platform for B2B teams. 

How should we build a B2B marketing strategy framework? 

Start with customer and market context, define ICPs and segmentation, then translate that into positioning, content strategy, and channel plans with tools such as the Omnibound marketing strategy engine. Leverage marketing technology to support segmentation and channel planning for more effective execution. 

How do B2B strategies differ from B2C? 

B2B focuses on multi-stakeholder buying groups, ROI proof, longer cycles, and deal-level orchestration, supported by context engines like the B2B marketing context engine. 

How can we use AI in B2B marketing strategies today? 

Use AI to unify call, CRM, and market data into live ICPs, messaging, and content production, using capabilities such as always-on intelligent research and messaging-to-asset generation. Integrate account data and customer relationship management systems to enhance AI-driven insights and deliver more personalized experiences. 

What metrics matter most in B2B strategy performance? 

Prioritize lead quality, opportunity creation, pipeline influence, account engagement, and content-driven revenue, supported by structured demand gen solutions like AI solutions for demand generation. Track performance across the marketing funnel and measure the effectiveness of marketing content. Also, measure the impact of paid advertising, paid search, and Google Ads as part of your digital marketing performance. 

How do we keep our strategy aligned with product and market shifts? 

Use continuous market and customer intelligence to refresh positioning, using tools like AI solutions for product marketing that analyze win/loss patterns and sales conversations. Marketing leaders play a key role in adapting strategies using advanced marketing technology to stay ahead of market changes. 

What Makes B2B Marketing Unique Compared to B2C 

B2B marketing strategies operate in a world of buying committees, risk mitigation, and long-term value, not impulse purchases. What works for one business may not be suitable for another, as B2B marketing strategies must adapt to the unique needs and characteristics of each organization. For example, professional services is a sector where B2B marketing is especially relevant, requiring tailored approaches to build credibility and drive client acquisition. We need to design our plans for multi-step journeys, multiple stakeholders, and high scrutiny on every dollar spent. 

Most deals involve champions, technical evaluators, executives, and procurement, each with different success criteria. Our messaging and content must adapt to each role, while still laddering up to a consistent value narrative across the account. Building long-term buyer relationships is essential for sustained value and improved ROI, as it fosters trust and alignment across sales and marketing functions. 

Industry events also play a crucial role in reaching the target market and engaging with other businesses, especially in traditional verticals where face-to-face interactions remain vital. 

Strategic Implications Of Complex B2B Buying 

Because cycles are long, we must orchestrate nurture, education, and proof across months, sometimes quarters. One-off campaigns cannot carry the weight, we need persistent programs that compound. Incorporating buyer feedback is essential to refine nurture and education programs, ensuring messaging resonates and addresses evolving customer needs. 

We also compete against internal priorities, not just vendors. Strong positioning, financial justification, and risk-reduction content - leveraging account data to maintain momentum and prevent deals from stalling - are mandatory. 

Why Strategy Matters More In B2B 

Tactics like email campaigns, webinars, and paid programs only work when they are grounded in clear ICPs, positioning, and market truth, and when various marketing functions are aligned to the overall strategy. Without this, we see low opportunity conversion, misaligned leads, and friction with sales. 

Strategic B2B marketing means we start from customer and market reality, then decide what content to produce, which accounts to prioritize, and which channels to coordinate across the funnel. Leveraging structured data is essential for informing these content and channel decisions, ensuring efforts are both targeted and effective. 

Understanding the Buyer’s Journey 

In B2B marketing, understanding the buyer’s journey is fundamental to designing marketing strategies that truly resonate with your target audience. Unlike B2C, where purchases are often made by individual consumers, business buyers navigate a more complex path - one that involves multiple stakeholders, longer sales cycles, and higher scrutiny at every stage. Mapping this journey allows marketing teams to align their marketing efforts with the real-world decision-making process of their prospects. 

Effective B2B marketing strategies leverage marketing automation and account based marketing (ABM) to deliver the right message to the right stakeholder at the right time. By identifying the unique pain points and motivations of each decision maker, businesses can tailor their marketing efforts to address specific needs, accelerate the sales cycle, and build consensus among multiple stakeholders. This approach not only increases the relevance of your campaigns but also ensures that your marketing efforts are driving measurable business outcomes at every stage of the buying process. 

Stages and Decision Dynamics in B2B 

The B2B buyer’s journey typically unfolds across three key stages: awareness, consideration, and decision. In the awareness stage, potential buyers recognize a challenge or opportunity and begin searching for solutions. Here, content marketing, social media marketing, and search engine optimization (SEO) are essential for capturing attention and positioning your brand as a trusted resource. By providing educational and thought leadership content, you help buyers frame their problem and see your business as a credible solution provider. 

As buyers move into the consideration stage, they evaluate different vendors and solutions, often involving input from multiple stakeholders across departments. Marketing strategies such as email marketing, video marketing, and influencer marketing become critical for nurturing relationships, demonstrating expertise, and building trust. Delivering relevant content that addresses specific pain points and showcases your value proposition helps keep your brand top-of-mind as buyers weigh their options. 

In the decision stage, buyers are ready to make a purchase but may still need reassurance and validation. At this point, marketing efforts should focus on supporting the sales team with targeted sales collateral, case studies, and tailored content that addresses final objections and facilitates a smooth transition to purchase. By aligning your marketing strategies with each stage of the journey, you ensure that your brand remains relevant and influential throughout the entire buying process. 

Key Considerations for Influencing Each Stage 

To successfully influence business buyers at every stage of the journey, it’s essential to start with a deep understanding of your target audience. This means going beyond basic demographics to analyze customer data, uncover pain points, and segment your audience into meaningful customer segments. Developing detailed buyer personas allows you to craft marketing strategies and messaging that speak directly to the motivations and challenges of each group. 

A compelling value proposition is at the heart of effective B2B marketing. Clearly articulating the unique benefits and outcomes your solution delivers - across all marketing channels, sales collateral, and customer touchpoints - ensures that your message is both consistent and persuasive. Personalized customer experiences, powered by insights from customer data, help increase engagement and drive customer lifetime value. 

Finally, ongoing measurement and optimization are crucial. By tracking the effectiveness of your marketing efforts at each stage, you can make data-driven decisions to refine your approach, improve conversion rates, and maximize the impact of your marketing strategies. This continuous improvement mindset ensures that your marketing plan remains aligned with evolving buyer needs and market dynamics. 

Building A Strategic B2B Marketing Framework 

To move beyond disconnected tactics, we need a repeatable framework that connects market intelligence, positioning, channel choices, demand generation efforts, and multi-channel campaigns. We can think of it as four integrated layers that support our entire go to market engine. 

This framework lets our teams decide what to stop, start, and scale, without guessing. It also gives executives clarity on how investments map to pipeline and revenue outcomes. 

Market & Audience Intelligence as the Foundation 

We start by unifying customer and market signals into a single source of truth for who we target and why. Platforms like the Omnibound B2B Marketing Context Engine aggregate calls, tickets, reviews, CRM activity, account data, and market data, then turn them into live ICPs and personas. 

With this, we can build B2B segmentation strategies informed by account data, firmographics, roles, behaviors, and buying signals, instead of static decks. That context then feeds every downstream decision, from topics to ABM lists. 

Positioning & Messaging Strategy 

Once we understand our audience, we convert those insights into clear positioning pillars and value narratives. Tools like AI solutions for product marketing analyze win/loss patterns and sales calls to surface the positioning that actually closes deals. 

Clear value narratives not only align product, sales, and marketing, but also help foster long-term buyer relationships by building trust and demonstrating consistent value throughout the customer journey. 

We then design value narratives by segment, vertical, and buying stage, including objection handling and competitive contrast. This gives product, sales, and marketing one shared set of messages to pull from. 

 

 

Channel Mix & Orchestration Planning 

With positioning in place, we define which channels do what job across the funnel. A strategic engine like Omnibound Marketing Strategy recommends channel sequencing based on conversion patterns and intent signals. 

We decide where SEO-driven content, LinkedIn programs, webinars, paid, and email nurture fit, then design multi-channel campaigns that connect touches across platforms - including paid search as a key component - rather than treating them as standalone campaigns. 

Pipeline & Demand Generation Approach 

Finally, we map strategies and programs to funnel stages and revenue goals. By leveraging data-driven content marketing as an intelligence system, B2B teams can accelerate deal velocity throughout the marketing funnel - guiding prospects from awareness to decision while supporting customer retention. AI solutions for demand generation provide playbooks for pipeline creation, acceleration, and expansion using intent and behavioral signals. 

Each initiative should have a defined outcome such as MQL to SQL conversion lift, opportunity creation rate, win rate impact, or expansion revenue. This keeps marketing strategies accountable to pipeline, not just activity. 

 

A concise, visual guide to building a B2B marketing strategy in five steps. Perfect for planning and aligning your go-to-market efforts. 

Proven B2B Marketing Strategies That Deliver Results 

Once the framework is in place, we can select proven B2B marketing strategies and assign them clear roles in our funnel. It's essential to tailor marketing content to both new prospects and existing customers, ensuring that messaging resonates across all segments and leverages insights from customer data. Below, we walk through channel playbooks that we see work consistently when they are tied to real buyer context. 

For each, we recommend defining what it is, when to use it, how to execute, and how to measure success. This turns each strategy into a repeatable play instead of an experiment. 

AI-Led Content & Omnichannel B2B Marketing 

Modern content marketing in B2B is no longer guesswork. By leveraging account data and marketing technology, platforms such as the Omnibound convert real signals from CRM, calls, and support into content strategies and assets that drive pipeline. 

We can run content gap analysis by pipeline stage, generate launch pages, one pager, and objection handlers, then deploy them across organic content, email, social, and sales enablement for consistent GTM alignment. 

 

ABM, Email Nurture, And Retargeting 

Account based marketing strategies rely on clean ICP definitions, tiered account lists, and account engagement scoring. By integrating customer relationship management data and buyer feedback into ABM and nurture strategies, and using live ICP intelligence from context engines, we can tier accounts and orchestrate targeted ads, email, SDR outreach, and executive engagement. 

Email nurture and automation should mirror buyer stages, with persona-based sequences that combine educational content, social proof, and product narratives. Retargeting then reinforces these messages to visitors and engaged buying groups who have not yet converted. 

Webinars, Virtual Events, And Video 

The average B2B buyer needs repeated proof and education, which makes webinars, virtual events, and video critical to demand generation. Leveraging industry events and professional services webinars is especially effective for engaging B2B buyers, as these formats foster direct interaction and credibility within specific sectors. We can run topic discovery through content strategy tools, then build series that map to common pain points and evaluation stages. 

Recorded sessions can be repurposed into short product clips, use case explainers, and landing page videos. With 39% of marketers reporting videos on landing pages positively impact conversion, this becomes a fast win across our funnel. 

Referral, Partnerships, And Community 

Referral and partner programs are often underused in B2B marketing strategies. Leveraging data from existing customers and fostering strong buyer relationships can drive valuable referrals, while our market intelligence helps identify adjacent tools and agencies where our ICP already spends budget, enabling us to design co marketing, co selling, and referral motions. 

These relationships can drive warm demand, reduce CAC, and provide new channels for thought leadership content and joint webinars that expand reach in our target segments. 

Did You Know? 

Implementing basic content personalization yielded a 448% increase in overall goal conversion rates. 

Source: Trendemon (via HubSpot) 

Influencer Marketing in B2B: Leveraging Authority and Trust 

Influencer marketing has become a powerful lever in B2B marketing, enabling brands to tap into the authority and trust that respected industry voices command. By collaborating with influencers who have established credibility and a strong following within your target audience, you can amplify your message, increase brand recognition, and generate high-quality leads. 

Successful influencer marketing in B2B requires a strategic marketing plan that defines clear objectives, identifies the right influencers, and outlines the tactics - such as sponsored content, product reviews, or co-hosted webinars - that will best engage your audience. It’s important to ensure that influencer partnerships are authentic and aligned with your brand values, as this builds trust and drives meaningful engagement. 

Measuring the impact of influencer marketing is equally important. Set clear KPIs for lead generation, brand awareness, and pipeline contribution, and use marketing analytics to track performance. When executed thoughtfully, influencer marketing can accelerate demand generation, drive growth, and position your brand as a leader in your industry. 

Brand Identity: Building Distinctiveness and Trust in B2B 

In the crowded landscape of B2B marketing, a strong brand identity is your most valuable asset for building trust and standing out from the competition. Brand identity goes beyond logos and color palettes - it encompasses your company’s values, mission, tone of voice, and the consistent messaging that you deliver across every touchpoint. 

Developing a distinctive brand identity starts with a compelling brand story and a robust content marketing strategy that communicates your value proposition to your target audience. By maintaining a consistent presence on social media channels, producing relevant content, and empowering your customer success teams to deliver exceptional experiences, you reinforce your brand’s credibility and foster lasting relationships with potential buyers. 

A well-defined brand identity also serves as the foundation for your go to market strategy, guiding your marketing efforts and ensuring that every campaign, sales collateral, and customer interaction reflects your unique strengths. This consistency not only builds trust but also enables you to create personalized customer experiences that resonate with different customer segments and drive growth. 

Ultimately, investing in brand identity is about more than aesthetics - it’s about building a reputation for reliability, expertise, and value in the eyes of your target audience. When your brand is recognized and trusted, your marketing strategies become more effective, your sales cycles shorten, and your business is positioned for long-term success. 

AI In B2B Marketing Strategies and Demand Generation 

AI in B2B marketing strategies has moved from experimentation to core infrastructure. Marketing leaders are driving the adoption of advanced marketing technology and AI, ensuring these tools are central to modern B2B marketing strategies. We now use AI not just for copy generation, but to unify signals, detect patterns, and recommend actions across the go to market engine. 

For senior marketers, the key question is not whether to use AI, but how to integrate it into strategy, planning, and performance management without losing control or governance. 

Marketing Context Engines and Intelligent Research 

Marketing context engines aggregate calls, CRM, support tickets, reviews, market signals, account data, and structured data into one unified customer and market reality. This enables live ICP and persona intelligence, win/loss detection, and sales enablement inputs, all kept current as signals change. 

Always on intelligent research capabilities provide continuous insight generation, pattern identification, and executive ready summaries with clear action recommendations, which means our strategies stay tied to market shifts instead of static annual plans. 

AI-Augmented Content Strategy and Production 

AI solutions for content marketing provide content gap analysis by pipeline impact, topic and theme recommendations, and content production capabilities that turn verified insights into launch ready assets. By supporting various marketing functions—such as content creation, optimization, and repurposing—AI ensures that marketing content is valuable, informative, and tailored to engage B2B buyers across digital channels like social media, websites, and personalized campaigns. This keeps content in sync with real buyer language and pain points. 

Messaging to asset generation capabilities convert positioning and research into sales ready enablement like battle cards, one pagers, and launch pages, which gives sales teams content built directly from successful deal conversations. 

AI For B2B Demand Generation and Pipeline Creation 

In demand generation, AI helps identify campaign opportunities tied to intent signals, competitive moves, and market timing. It can surface which segments respond best to specific topics, formats, and offers, so we prioritize efforts that create real pipeline. By enhancing demand generation efforts with AI-driven insights, marketing teams can accelerate deal velocity by delivering the right content and messaging at each stage of the buyer journey. 

AI can also support lead scoring, account prioritization, and behavioral analytics, helping teams decide which accounts to engage, with what content, and when to introduce high touch human outreach. 

B2B Marketing Trends for 2026 

As we look at B2B marketing trends for 2026, three themes stand out: AI driven decisioning, first party data and governance, and the evolution of demand generation into always on buyer programs. Among the key trends, brand building is becoming increasingly important for differentiation and creating engaging brand experiences, while a deep understanding of your target market - using firmographic, demographic, and psychographic data - is essential for effective strategy. These trends impact how we plan, execute, and measure strategy. 

Senior marketers who align their strategies to these shifts will be better positioned to defend budgets, show impact, and adapt quickly to market and buyer changes. 

AI Driven Strategy and Planning 

By 2026, AI will be embedded in planning cycles, not just used for execution. Marketing leaders will leverage marketing technology to drive AI-powered planning, relying on platforms that provide executive ready summaries, GTM sequencing recommendations, and content priorities linked to business impact. 

AI will also support scenario planning, allowing teams to model how shifts in channel mix, budget, or segment focus will likely affect pipeline before making changes in market. 

First Party Data, Governance, and Personalization 

First party data will be the backbone of personalization and measurement, as third-party signals continue to degrade. Marketers will need strong data governance, consent management, and integration strategies to maintain reliable customer views, leveraging account data and insights from existing customers to drive more personalized experiences. 

With 69% of B2B leaders already saying they have the necessary data to reach their audience effectively, the next advantage will go to teams that can convert that data - including account data and learnings from existing customers - into precise personalization and relevant content at scale. 

From Lead Gen to Always-On Demand 

Traditional lead generation that optimizes purely for volume will continue to lose favor. Demand generation strategies will instead focus on building awareness, nurturing accounts, and creating buying readiness long before form fills. Integrating multi channel campaigns across the entire marketing funnel enables always-on demand generation by engaging prospects at every stage, from awareness to decision. 

Omnichannel B2B marketing programs will integrate social, content hubs, communities, and partner channels into cohesive experiences that follow buyers across their journey, not just capture them at the bottom of the funnel. 

How To Measure B2B Marketing Strategy Performance 

Effective B2B marketing strategies require rigorous performance measurement that goes beyond vanity metrics like clicks or basic form fills. Leveraging account data, structured data, and customer relationship management systems enables deeper visibility into how programs influence pipeline, deals, and expansion revenue. 

A clear measurement framework also helps align marketing, sales, and finance on what success looks like, which reduces friction and supports budgeting conversations. 

Core Metrics Across The Funnel 

We recommend aligning metrics to funnel stages and strategy roles. For awareness, we can track reach in ICP segments and account level web engagement; for consideration, content consumption depth and meeting creation; for decision, opportunity creation and win rate. 

Downstream metrics like deal velocity, average contract value, and expansion revenue influenced by marketing give a more complete picture of impact, especially in high ACV B2B environments. It's also important to track initiatives that accelerate deal velocity as a key metric, ensuring your strategies are driving prospects through the funnel faster and supporting customer retention. 

Funnel Stage 

Primary Strategies 

Key KPIs 

Awareness 

Content, social, video, PR 

ICP reach, account visits, content views 

Consideration 

Webinars, nurture, retargeting 

Engaged accounts, demo requests, meetings 

Decision 

ABM, sales enablement, references 

Opportunities, win rate, deal velocity 

Expansion 

Customer marketing, advocacy, upsell programs 

Expansion ARR, NRR, advocacy volume 

Dashboards And Cadence 

We suggest building executive dashboards that combine marketing sourced and marketing influenced pipeline with account engagement scores, program level ROI, and integrated account data using marketing technology. These dashboards should be reviewed monthly and quarterly in partnership with sales and finance. 

Always on intelligence platforms can support this by linking insights to sources and scoring them by business relevance, which increases trust and speeds up decision making when we need to adjust our mix. 

Did You Know? 

73% of B2B marketers understand the customer journey their leads take, while 27% do not or are unsure. 

Source: HubSpot 

Common B2B Marketing Mistakes and How to Fix Them 

Even experienced teams fall into patterns that limit the impact of their B2B marketing strategies. Failing to collect buyer feedback and insights from existing customers can lead to misunderstandings about your target market, resulting in missed opportunities and ineffective campaigns. Recognizing these early helps us correct course and protect both budget and credibility. 

Below are common gaps we see across organizations, with practical ways to address each using modern tools and frameworks. 

Treating Tactics as Strategy 

Launching isolated campaigns without a clear strategic backbone leads to scattered impact. To fix this, we anchor every initiative in a shared context engine and strategy output that defines how we compete, what we create, and where we focus - ensuring all marketing functions are aligned and leveraging structured data to inform and optimize our strategy. 

We also create simple strategy artifacts like positioning frameworks, audience maps, and funnel roles for each channel, so teams do not improvise direction at the campaign level. 

Shallow Segmentation and Misaligned ICPs 

Relying on basic firmographics alone often brings in leads that do not convert. Instead, we need segmentation that leverages account data - such as role, behavior, tech stack, and buying signals - updated in real time to better define and refine the target market. 

Live ICP and persona intelligence, fueled by calls, tickets, and CRM activity, helps correct ICP drift and ensures campaigns target accounts with real likelihood to buy and expand. 

Poor Alignment with Sales and Revenue Goals 

When marketing and sales define success differently, friction and wasted effort follow. The fix is joint planning around pipeline targets, shared definitions of qualified leads, and co-created campaign plans for key segments and accounts. Leveraging customer relationship management systems and focusing on building strong buyer relationships further improves alignment between marketing and sales, ensuring both teams have access to unified data and insights. 

Sales enablement strategies that derive assets directly from successful deal conversations also increase adoption and keep both teams working from the same language and proof points. 

Ignoring Data Governance and AI Readiness 

As AI adoption accelerates, scattered data and unclear governance can undermine trust in recommendations and insights. We need clear ownership and governance of account data, structured data, and marketing technology, along with integration standards and privacy practices across marketing and revenue teams. 

Before scaling AI, we also assess our AI marketing readiness, including data quality, process alignment, and team skills, so we deploy AI where it can actually enhance outcomes instead of creating noise. 

Putting It All Together: An Actionable B2B Strategy Roadmap 

To make these concepts concrete, we can translate them into a practical roadmap for the next 6 to 12 months. This helps our teams phase work, align around milestones, and show progress to the business. Leveraging account data, insights from existing customers, and a clear understanding of our target market ensures that each step of the roadmap is data-driven and tailored for maximum impact. 

The roadmap below focuses on building foundations first, then scaling proven programs while continuously optimizing based on real buyer and market signals. 

Phase 1: Context, Segmentation, And Positioning 

In the first 60 to 90 days, we unify data sources and build our B2B marketing context engine, integrating account data and buyer feedback to ensure a comprehensive understanding of target audiences. We define and validate ICPs, personas, and key segments using intelligent research across calls, tickets, CRM, and market data. 

We then translate that context into positioning pillars, value narratives by segment, and messaging guardrails. These outputs become the backbone for all subsequent campaigns and content. 

Phase 2: Content Strategy, Production, And Channels 

Next, we run content gap analysis by pipeline stage and audience, then prioritize topics by expected business impact. We build marketing content plays for top priority segments, ensuring content is valuable and tailored for multi-channel campaigns - including blogs, reports, webinars, enablement collateral, and paid advertising across digital platforms. 

At the same time, we define our channel mix, including omnichannel programs across LinkedIn, email nurture, paid, and retargeting, and we pilot ABM plays for high value accounts. 

Phase 3: Demand Gen Scale And Performance Optimization 

Once core programs are live, we expand ABM tiers, increase webinar and event cadence, and iterate on paid and social programs based on account engagement and pipeline contribution. We double down on plays that move opportunities, not just leads. 

At this stage, we focus on optimizing demand generation efforts across the marketing funnel to accelerate deal velocity. By aligning content and campaigns to each stage of the funnel, we ensure prospects are nurtured from initial awareness through evaluation and decision-making, supporting both pipeline growth and customer retention. 

We also institutionalize performance measurement with regular reports on lead quality, pipeline influence, and ROI by channel and segment, and we use intelligent research to adjust positioning and content as buyer and competitor signals evolve. 

Conclusion 

B2B marketing strategies in 2026 require us to move from campaign centric thinking to system level design. For long-term success, ongoing brand building, proactive marketing leaders, and staying ahead of key trends are essential. When we ground our strategies in unified customer and market context, connect positioning to content and channels, and measure performance against pipeline, we give our organizations a durable competitive advantage. 

The most effective leaders will be those who treat AI, intelligent research, and omnichannel orchestration as core components of their strategy, not optional add ons. If we commit to that approach, we can build B2B marketing engines that not only react to the market but help shape it.