惯性聚合 高效追踪和阅读你感兴趣的博客、新闻、科技资讯
阅读原文 在惯性聚合中打开

推荐订阅源

Microsoft Azure Blog
Microsoft Azure Blog
博客园_首页
Forbes - Security
Forbes - Security
WordPress大学
WordPress大学
P
Proofpoint News Feed
T
Threat Research - Cisco Blogs
L
LINUX DO - 热门话题
L
Lohrmann on Cybersecurity
Spread Privacy
Spread Privacy
D
Darknet – Hacking Tools, Hacker News & Cyber Security
大猫的无限游戏
大猫的无限游戏
博客园 - 三生石上(FineUI控件)
P
Privacy International News Feed
A
About on SuperTechFans
T
Tailwind CSS Blog
I
InfoQ
S
Securelist
云风的 BLOG
云风的 BLOG
罗磊的独立博客
Recent Announcements
Recent Announcements
T
The Exploit Database - CXSecurity.com
B
Blog RSS Feed
V
Visual Studio Blog
Know Your Adversary
Know Your Adversary
The GitHub Blog
The GitHub Blog
Jina AI
Jina AI
腾讯CDC
Cyberwarzone
Cyberwarzone
有赞技术团队
有赞技术团队
AWS News Blog
AWS News Blog
博客园 - 【当耐特】
cs.AI updates on arXiv.org
cs.AI updates on arXiv.org
F
Full Disclosure
S
Secure Thoughts
博客园 - 司徒正美
J
Java Code Geeks
Y
Y Combinator Blog
Google Online Security Blog
Google Online Security Blog
GbyAI
GbyAI
N
News and Events Feed by Topic
Help Net Security
Help Net Security
freeCodeCamp Programming Tutorials: Python, JavaScript, Git & More
Project Zero
Project Zero
T
Tenable Blog
cs.CV updates on arXiv.org
cs.CV updates on arXiv.org
T
Tor Project blog
MyScale Blog
MyScale Blog
Scott Helme
Scott Helme
小众软件
小众软件
K
Kaspersky official blog

Salesforce

How We Protect Our Data as Customer Zero Scale Your MRR: Subscription Management For Small Business Streamlining Commerce Media Ad Inventory Management 12 AI Sales Strategies for Startups That Actually Work Sell Smarter: Ecommerce Metrics To Track For Your Small Business Shop Apply the Orchestration Density Framework to Your Next Automation Decision Wait, Black Friday Planning In Spring? It’s Time to Start Holiday Promotions AI-First Operations, One Process at a Time How BCU Is Transforming Banking Service with Agentforce Salesforce Headless 360: What the Agent Consumer Means for Your Integration Architecture Meet Customers Where They Are: Agentforce Contact Center Now Offers WhatsApp Voice 11 Free Lead Generation Tips for Small and Growing Businesses SFR-VibeTrain: The Agent That Trains Agents Why Technical Accuracy is the Wrong Metric for Agent Success Strengthening Salesforce Security Against AI-Driven Threats Join Us in the Community Hub at Connections 2026 The Best Way To Build AI Agents That Customers Trust 5 Ways AI is Changing the Communication Game For Startups Trust in the Era of Agents: Highlights from the 2nd Annual Trusted AI Impact Report You Can Be an Agentic Enterprise No Matter What Size Business How to Make Your Email Marketing Accessible for Everyone What is Headless? Don’t Lose Your Head, SMBs: It’s a Good Thing Architect the Future UI: Slack as Your Agentic Surface Point of Sale Innovations to Modernize the Shopper Experience Governing the Agentic Enterprise at Scale with MuleSoft Omni Gateway How to Cut Service Time with Case Routing Automation 5 Tips for Marketers to Get Started with Salesforce Flow No One is Vibe Coding Trade Promotion Management 7th Edition State of Sales Report: 3 Growth Trends for Startups and SMBs How the Architect Vista Brought Architectural Thinking to Life at TDX 2026 5 Steps to Develop an Architect Mindset With AI Why AI Isn’t Replacing Developers, It’s Empowering Them 10 Ways to Make Your AI Agent a Better Communicator AI in Design 2025: What Real Use Taught Us. How Salesforce Personalization Learns Which Offers Drive Revenue The 4-Step Guide to Salesforce Agent and Application Development Get Ready for Connections 2026: Top Sessions and New Reveals 8 Ways AI Agents Are Evolving in 2026 4 Principles to Make the Right Salesforce UI Decisions Apprentice Journey Shines a Light on Talent Pathways at Salesforce Agent Script: The Control Plane for Agentic Decisions Scaling the Agentforce Life Sciences Ecosystem to Drive the Future of Pharma and MedTech Unlocking Unstructured Data: Building AI-Powered Support Triage with Data 360 Asking For a Friend: What Are Rich Communication Services (RCS)? 5 Slack Shortcuts For Small Teams 195% ROI In Field Service? Here’s How They Did It Submit Your Architect Session: The Dreamforce 2026 Call for Participation Is Open What Is an AI Assistant for Small Business? B2C Commerce April release: Transforming the B2C developer experience with agents Meet Your 24/7 Prospecting Partner — And 5 More Stand-Out Features In Our April Release 11+ Small Business YouTube Channels You Need to Follow Today Stop Treating Disputes Management Like IT Tickets Limitless Service: A New Operating Model for Growth in the Agentic Era What is Transactional Reconciliation in Email and SMS Marketing? How to Prepare for National Small Business Week (2026) How to Design a High-Scale Multi-Cloud Incident Journey 10 Ways An AI CRM Can Amplify Your Startup Vibe Code Better Agents with Agentforce Free vs. Paid CRM: Which is Right for Your Business? Salesforce Customer Success Awards 2026: Lead Era of the Agentic Enterprise 12 Free Webinars for Small Business Owners (2026) The Agentforce Life Sciences Consultant Certification Maximize Growth: The Power of Partnerships for SMBs Salesforce AI Research at ICLR 2026 Data Protection For Small Business: How To Safeguard Yourself Beyond 100K Tokens: Evaluating AI Agents in Long-Context Software Engineering Top 32 Small Business Tools To Try Today 6 New Innovations Redefining Salesforce Development How to Win the Battle for Attention in the Agentic Email Inbox Mastering the Eisenhower Matrix: Prioritize Like a Pro 10 Signs It’s Time To Upgrade Your CRM and How To Get Started (2026) Celebrating 10 Years of Financial Services Innovation How SMBs Can Gain An Edge With Agentic AI: Key Trends From Our Marketing Report How MAN Truck & Bus is Shaping the Future of Sales with Salesfive Introducing the Future of Salesforce Data Protection: Backup & Recover Next Stop Making AI Slop – Build a Foundation for Authentic AI Content 5 Tips to Help Marketers Navigate AI Email Summaries Data Sharing: Is it Safe? Is it Secure? Everything You Need to Know Small Business Week Readiness: 4 Things to Do Before May (2026) How Salesforce Employees Make an Impact During Earth Month AI Agents Are Advancing Rapidly… Is Your Testing Strategy Keeping Up? What Is Microproductivity and Why Is It Helping So Many Teams? TDX 2026 Roundup: Agentforce Edition 3 Ways Salesforce Connections Has Boosted My Career AI Agents Don’t Just Answer‌ — ‌They Act. Do You Have a Governance Strategy? The Future of MedTech Field Execution is Agentic 5 Steps to Prepare Your Data For an AI CRM From Break/Fix to Profit Engine: Aftermarket Service for Robot OEMs Building Trusted Human-Agent Collaboration: A Practical Framework ISV Strategy for the Salesforce Summer ’26 Release 5 Email Marketing Tips for Small Business Commerce Shops Should You Give Your AI Agent a Human Name? Creating Pathways into AI for People with Disabilities The Organized Chaos of Upfronts: 3 Hurdles Impacting Your Yield Trying to Scale Beyond ‘One-Off’ AI Tasks? You’re Probably Using the Wrong Interface What is Cost Per Lead (CPL)? The Case for Unified CCaaS and CRM — And Why the Data Makes It Clear What Is SPIN Selling? A Way to Build Trust With Your Customers G2 Crowns Salesforce as Best Financial Services Software Hidden Insights: The Guide to Tableau For Small Business Owners
In the New Era of AI, You Need to Win Over Both Humans and Agents
Sachin Shenolikar · 2026-04-10 · via Salesforce

For the last decade-plus, marketing followed a simple, loud rule: broadcast. We pushed messages out, optimized for clicks and hoped our voice was convincing enough to persuade people to take the next step. News flash: That era is officially over. 

We are at a massive turning point where the monologue of brand messaging is being replaced by sophisticated, two-way conversations driven by agentic AI. The most successful brands won’t be the ones with the loudest “microphones”. They’ll be the ones that are able to get their data foundations strong enough to create content that can interact with both humans and agents (more on that later).

According to our Tenth Edition State of Marketing report, 83% of marketers agree that customers increasingly want two-way conversations, not just one-way messages. However, 69% of marketers say they struggle to respond promptly to customer and prospect inquiries. Solving this will be the key to success over the next 12 months.

On that note, here are four thoughts on what marketers should expect as agentic marketing innovation evolves in the year ahead.

Register for Connections 26!

The blueprint for marketers has changed. Learn how you can incorporate agentic capabilities for your brand this June 3-4 in Chicago.

1. Don’t underestimate the emergence of agents

Here’s a stat that should wake every marketer up: 51% of web traffic is coming from bots, not people. Brands are also seeing increased traffic from AI agents as people are using agents as proxies to do research for them. The agents are pinging the websites and trying to gather information and pull it back. This is happening in both B2C and B2B business.

By later this year, a huge chunk of your “customers” will be digital proxies like Gemini or ChatGPT doing the research for their humans. This means our innovation shouldn’t just be about making pretty websites. It’s about making your data agent-ready. If your brand information isn’t easily accessible and linkable for autonomous agents, you’re essentially invisible to the people who use them.

Your tools and your business data – both structured and unstructured – needs to be in order to provide for LLMs to prioritize how your brand shows up in consumer searches. Gartner predicts that 60% of brands will use agentic AI for customer interactions. It’s crucial that you prepare for this shift now.

2. Brands must accept that the era of one-way brand messages is over

Many consumers are already relying on agents to research products and services. A lot of them are saying, “Hey, why do I need to go to a website anymore? I have this agent that does the research for me and gives me these interesting outcomes.” 

Still, I don’t think we’re going to see a landslide shift over to people only using agents. They need to have that brand experience. Agentic capabilities are amping up customer expectations, and that’s driving change because they’re making marketers think, Is my website good enough anymore? Is my email good enough anymore? Are any of the communications good enough?

The answer to those questions is no, because most brands are still offering a one-way broadcast messaging experience that’s trying to convince a person to click and learn more. Consumers now expect an agent to do that work for them, so why should they bother clicking? Ultimately brands will have to change their interfaces to be more agentic, beautiful and immersive. 

In our Agentforce Marketing Cloud Spring ‘26 Release, we added Conversational Email, in which an agent can handle product, returns or even service questions. We have also added Multi-touch Attribution – new dashboards that show exactly which engagements drove revenue for your company.

With agentic AI, your marketing can no longer just be a call to action. It should be the start of a conversation on every channel. And those conversations should lead to customers taking steps forward with your brand.

3. The dream of hyper-personalization will finally be actualized 

For years, we’ve been chasing a “360-degree view” of the customer. We’ve finally bridged the silos between marketing, sales and service using unified foundations like Data 360. This is huge because AI agents depend on good data to do their job. Without that, nothing will work.

Now in 2026, the innovation is hyper-personalization. In the past, we were limited by how much content humans could create. But with LLMs generating layouts, descriptions and templates on the fly, the “impossible” is now possible. We aren’t just guessing what a customer wants based on a segment. We are reacting to their real-time intent. We are evolving from being “technicians” to being “orchestrators.”

4. Apathy is the biggest threat facing brands

The marketing world is changing faster than ever. We’re seeing it unfold in front of our eyes, and we also have to react in real time. If you’re a brand waiting to see how this plays out, you’re already behind. Marketers need to keep innovating while also delivering. Focus on the outcomes, get your data in order and start building for a world where every customer interaction is an avenue for a two-way conversation.

It’s a mistake for any company to wait and see what happens with agents. The development is going to continue. We’re going to see more and more agents performing actions on behalf of individuals. Brands need to think about how they can create a beautiful, immersive experience that’s in harmony with agents. That’s what people are looking for. 

Build it, and you’ll be a step ahead of the competition – and you’ll give customers the audience they want and expect.

Dive into the State of Marketing

See the latest trends in AI, data, and personalization, based on insights from nearly 4,500 marketers worldwide.