
Experts of Experience · 2025-09-10 · 57 min
Key moments - from our scoring
Substance score
67 / 100
Five dimensions, 20 points each
Amber Armstrong brings two decades of AI experience to her role overseeing marketing for Salesforce's Sales Cloud, Service Cloud, Commerce Cloud, and Marketing Cloud - a portfolio exceeding $20 billion in revenue. The episode tackles a pressing concern for CMOs: how to maintain visibility when AI-powered LLMs are becoming primary discovery channels. Rather than viewing this as a threat, Armstrong outlines Salesforce's approach to generative engine optimization (GEO) and its relationship to traditional SEO. She also walks through her operational structure, including a new guild-based system designed to coordinate messaging across four distinct cloud products without creating organizational overhead. Specific examples include how Notebook LM is being used to train sales teams, how Slack's AI capabilities reduce onboarding friction, and real-world applications like Prasina's use of Salesforce Agent Force to automate patient inquiries and doctor workflows in diabetes care. This conversation is essential for marketing leaders grappling with content strategy in an AI-dominated discovery landscape and those managing complex, multi-product portfolios.
Rather than replacing SEO, GEO content strategy complements it. Content placed on websites remains important because it feeds into LLM training, and showing up in LLM responses drives enterprise pipeline and brand awareness through a different discovery channel than traditional organic search.
Guild leaders volunteer for a fiscal year to coordinate one of six cross-cloud priorities (V2MOM metrics, demo/asset quality, Dreamforce/kickoffs, seller enablement, ABM, and culture). Each guild includes one representative from each cloud product, meeting regularly and presenting quarterly to leadership for visibility and career development.
Teams input customer stories and product information into Notebook LM, allowing sales reps to query and generate podcasts, training content, and consistent answers to standard questions without manual creation, such as responses to Gartner's 160-point assessment.
Prasina uses Agent Force to automate outreach to referring doctors with contextual responses, handle patient appointment scheduling questions, and train social workers using Sales Coach - freeing doctors and social workers to focus on direct patient care in diabetes management.
The 'explain with AI' feature in Slack searches organizational history and external sources to decode acronyms and context, allowing new employees to onboard faster and participate in complex discussions without manager handholding or email dependency.
Our reviewer’s read on each dimension, with quotes from the episode.
The episode contains substantive ideas about LLM-driven content strategy, AI adoption frameworks, and organizational structure (guilds), but significant portions are devoted to biography, career narrative, and soft organizational process that don't add actionable insight. The SEO/LLM section is the densest, with concrete claims about conversion rates and content strategy, but it's flanked by lighter material.
40% of the time [LLM visitors] fill out a form. Yeah, yeah. That's incredible. Was I compared to before just for reference ish? Paid media, probably about 15%. Yeah. So organic probably more like 25%.
We published 70 articles in this particular quarter...Now I don't need more content. I need that content to perform better.
The core argument - that SEO content remains valuable as source material for LLMs - is sensible but not novel; it's the logical conclusion many marketers have already reached. The guild structure for cross-functional marketing teams is a reasonable organizational innovation but not conceptually breakthrough. Most frameworks and examples recycle familiar B2B playbooks (ABM, customer stories, content clusters).
We have to switch from this thinking that our websites are intended to capture early funnel traffic...To note, you have to put the content on the website because all of that early funnel is going to happen in LLM's
The end of do not reply
Amber Armstrong is CMO of Salesforce Applications overseeing $20B+ in revenue, with 14 years at IBM and demonstrated success launching major initiatives (Sales Blazer, guild structure, LLM-informed content strategy). She has shipped real programs at scale and has direct accountability for results. This is a practitioner-leader with substantive experience, not a theorist or consultant.
I've been leading sales called for about to right at two and a half years. And I just expanded my role. So now I lead sales called marketing cloud service cloud and commerce cloud
at live person we we saw 71 percent increase in our new logo leads and actually 55 percent increase in new logo wins
The LLM/SEO section provides specific metrics (40% form fill rate from LLM traffic vs. 15% paid, 25% organic; 70 articles/quarter; 8,000 Agent Force deals in a year; 1M solved cases). However, much of the episode is anecdotal - Prasina's use case lacks quantified results, the guild structure is explained conceptually rather than with performance data, and many claims lack supporting numbers or timelines.
40% of the time. Yeah, yeah. That's incredible. Was I compared to before just for reference ish? Paid media, probably about 15%. Yeah. So organic probably more like 25%.
71 percent increase in our new logo leads and actually 55 percent increase in new logo wins
The host (Stephanie Post-Ols) asks reasonable setup questions but rarely challenges or pushes back. Follow-ups are surface-level clarifications rather than probing skepticism - e.g., when Amber claims "we've really solved SEO," there's no question about competitive dynamics, measurement rigor, or edge cases. The conversation flows smoothly but feels more like a well-prepared interview than investigative dialogue. Missed opportunities to interrogate vague claims like "agent force is going to make that so much more possible."
I'd love to hear your perspective on third party sources...They're incredibly important, right?
Yeah, I'm wondering if there's any metrics that you used to have in maybe your QBRs that now you're throwing out
Computed from the transcript - who did the talking, and the words that came up most.
AI isn’t just transforming marketing - it’s reshaping the entire customer experience. In this special crossover episode, Experts of Experience features a conversation from our sister podcast Marketing Trends, hosted by Stephanie Postles. Stephanie sits down with Amber Armstrong, CMO of Salesforce Applications, to explore how AI and LLMs are changing discoverability, customer journeys, and the future of CX. Amber shares how her team is rethinking SEO for generative search, converting 40% of LLM traffic into leads, and rolling out AI agents at scale through Salesforce’s Agentforce. If you want to understand how AI is reshaping customer expectations and how leading CMOs are adapting, this episode offers a practical playbook for the generative era.
Transcribed and scored by The B2B Podcast Index.
And SEALs Cloud specifically, we've really solved SEO. Something that has come up in multiple episodes of Experts of Experience is how can you show up in AI-generated LLM responses? Almost every CMOM I'm talking to is like, I'm not sure how to show up in LLM results. That's where people are looking, that's where traffic's coming from.
Zero click might be happening in the future and I don't know what to do. That's why today we're stealing this episode of Marketing Trends with Amber Armstrong, who's the CMOM of Salesforce Applications. This is a really scary moment for marketers. We have to switch from this thinking that our websites are intended to capture early funnel traffic.
To note, you have to put the content on the website because all of that early funnel is going to happen in LLM's. That's crazy. Welcome back to Experts of Experience. I'm your host, Lacey Peace, and today I am hi-jacking an episode of our sister podcast called Marketing Trends.
Marketing Trends is hosted by Mission CEO Stephanie Post-Ols, where she gets to sit down and talk to marketing leaders across all different industries. I've said it over and over again on this show that marketing is usually your customers first touchpoint with you as a brand and it is so vital and so important that that first time they see your logo, they get a sense of who you are, what you're about, what you can solve for them, and there's been this fear among many marketing leaders and business leaders in general that the content that they've been creating for discoverability, you know, SEO content will no longer be relevant in the new generative engine optimization world or GEO.
Amber has a different story. She doesn't think that it's all for nothing. In fact, Amber has a really interesting take on how GEO content actually will tie back to SEO content and all the different things that you need to know and understand as we move into this more generative world. So without further ado, here's Stephanie Post-Ols, hosting a marketing trends episode with Amber Armstrong, CMO of Salesforce applications.
Hello everyone, welcome back to Marketing Trends. I'm Stephanie Post-Ols your host, and today I'm so excited because we have Amber Armstrong joining us for Round 2 on Marketing Trends. Amber, welcome back. Thank you so much.
It's so exciting to be here. I know. I was just looking at your episode and it was 2021, your last episode. I think you were CMO live person and it's been a long time.
It's been a while a lot has changed. Yeah, I'm excited to dive into all the things that have changed. But first, I want to start with your background because of course I was scrolling on your LinkedIn and I'm like, whoa, she's first been in marketing her whole life basically. And you started as an intern at IBM.
And now I mean you're at Salesforce, you're overseeing different products, services that have over $20 billion in revenue. So I'd love to just hear about your career path and your background. Yeah, absolutely. Well, actually before I did my internship at IBM, I worked at two small software companies in the warehouse management software space.
Okay. And I decided to go back to business school because I wanted to get a job at a bigger company. And I thought that's the only way I was going to be able to do that. And so I did I went to Chapel Hill and then got the job at IBM coming out of that was intern there for the summer, loved it and went back full time.
And I had 14 years at IBM. And there was 14 years. I mean, IBM's gotta be one of the best training grounds out there. I just I learned so much.
People asked me, why did you stay at IBM for so long? But because I never got bored, right? There was always something to learn. I was part of a program where I got rotated through different parts of the company.
And so I really got this broad exposure across marketing. And one of the things that really stuck out for me in that part of my career is someone said, you know, who do you want to be when you grow up? And I was like, well, I want to be the most senior person in marketing. At the time, it was this man named Buld Duncan.
And I was like, so I'm just going to collect his skills. That was the advice, just collect his skills. And so I did across my career at IBM, I did that. And then when I decided I was ready to leave IBM, there were kind of a few things that were kind of coming together.
But the main thing was I kind of knew what the next jobs were. And I was like, I really want to go fast. And I think I can do it on my own. And I wanted to stay in the AI space.
The majority of my career has been in AI and all of its forms all the way back from like predictive AI. And now, now, obviously, in generative. And I got this offer to come to live person, which is in the AI space. And I went there and I did some of the best work.
I'm most proud of some of the work that we did at live person. We launched this whole curiously human brand. We did the websites down the stern. I mean, we really did some really great, great work.
And then ultimately, I missed the big company. I missed that being able to have that kind of constant change in scale and the global pieces of it were a really important part of what I like to do. And so now, I've been at Salesforce for about two and a half years, a little bit more than that. And I'm having absolute blast.
I just took on a new expanded role. So I've been leading sales called for about to right at two and a half years. And I just expanded my role. So now I lead sales called marketing cloud service cloud and commerce cloud with leaders kind of reporting into me.
And so I get to I get to work on this over $20 billion set of businesses, which is just it's it's really, really fun and challenging, very challenging. Yeah. That's I mean, it's wild to think about that many things falling under you. I mean, what does your day to day look like with so many different priorities, especially knowing that I mean, I think sales cloud is 25 years old and a service cloud 20 years old.
Yeah. And then you've got some more fast growth products that are also in the fold. Like how do you manage your time? And what does your days look like?
Well, the first trick is I have really good leaders. So I have a really great team. I'm actually hiring for a couple of the roles right now. So what are you thinking for?
Let's give some shout out. So a lot of great people are listening. We're hiring for this sales cloud and the service called CMO roles right now. Okay.
And but within those teams, I have really great leaders as well. And so I have really figured out kind of who's great at what and I'm able to kind of delegate and bring them along as I'm filling these roles. And then we have incredible leaders for marketing cloud and commerce cloud as well. So that's the first thing.
And all of my roles is like finding good people, leaning into their skills and making sure that where we have gaps, we kind of lift up around those. But the other thing that we did, we just did this actually this past week. We just officially launched our kind of cross team call and we have six priorities. And those six priorities are the things we're going to do consistently across the clouds because we're not trying to create this kind of amalgamation of clouds like it's each cloud needs to be successful.
It's successful independently because they're all touching different buyers and they're solving different problems. So these six priorities go across those six. But then I can't be involved in all of those and I don't want to create this overhead for the teams. So we're actually introducing guilds on each of the six priorities.
And someone inside of the organization will lead the guild and then they have cohorts. So they'll have one person from each of the clouds that will come in and work with them on solving all of the things that need to happen around that particular priority. And so it's kind of two things, right? It's having the priorities clearly communicating those and then ensuring that the right people are thinking about those priorities every day and collaborating across the teams.
We'll see if it works. We just launched it. Amazing. So what does it mean to have a guild?
Tell me more about the thinking. What does that look like? Because I've been a part of cross-functional teams before that try and help keep the goals top of mind and make sure things are happening. I was on one at Google.
It's very hard to try and keep all these leaders talking to each other but also not merging them all into like same of same. Yeah. And so how do you explain this concept of a guild and how to make this cross-functional team work? Well, I'll give you an example.
We'll just take one of that. One of the priorities, right? So one of the priorities is around Dreamforce. As anyone who knows anything about Salesforce, Dreamforce is, I mean, I think it's the best industry event out there.
It is incredible. And it's really important from our pipe gen perspective and also from our progression perspective. And it takes a lot to execute. And I think you need people.
You show up to Dreamforce. It's incredible, but you don't realize all the very painstaking detail that happens unless you're in marketing, you probably really understand deeply all the painstaking details. So the guild leader for Dreamforce will work across the four clouds to say, okay, here's the things we're doing. Like let's have consistency and kind of making sure we're approaching things in a similar way.
Let's make sure that we're communicating with each other where we can cross collaborate, where we can work in marketing, help support commerce's message, where can sales help support services message, and drawing that communication. And then from a career perspective for the guild leader, because these are roles that they volunteer for, they will get to present in a quarterly basis. I asked people to take on a guild lead for a year, for fiscal year, and they will get to present to our VP of product marketing, ultimately to our SEMO, Ariel Kelman.
And so it gives them a lot of opportunity to get exact exposure, and also to learn more on something that they don't focus on every single day. It's awesome. I mean, definitely seems like it's going to help with efficiencies, and also promoting people and letting them get exposure. What are some other guilds if you can share?
I mean, the workforce one seems very like, yes, of course, that's a very important one. We've gone to Dreamforce a couple times, and every time I'm like, in all of the things that are going on at any moment, and wondering how many people it took to just get this one booth here, giving this one experience, and there's hundreds of them. It's really, really moving incredible. Erin Elaz leads our Dreamforce team, and she's incredible.
You're going to put me on this spot here to be able to remember all of my priorities across the six. The first one is we use a process set at Salesforce called V2Mom, and it's all about our metrics, our vision-value metrics methods, and one is having consistency and how we're looking at the numbers, how we're measuring our success every month. Then of course, we actually sit inside of product marketing inside of Salesforce, and so making sure that we have great quality around our demos, our first call decks, all of the core basic assets.
Then the third one is really aligning around Dreamforce, but also LaLima, LaLima, and our company kickoffs. We do a quarterly company kickoff, which is a thing I think I've never heard of that at another company, and we do it to get alignment across the whole organization. It's really important that we show up at that meeting as united team to our sellers, so that they have really clear understanding. So LaLima and Dreamforce kind of go hands-in-hand, because it's all about bringing those messages and those activations together.
Then how we actually enable our sellers, we enable our sellers around the problems that our customers are trying to solve. In the past, we've answered those in silos. Here's how you solve the problem with sales products or service products, and so bringing those together, we will enable our sellers across all of these. Then something we haven't done great at Salesforce yet is account-based marketing.
We have great high-end, high-touch events and things for our most significant customers. We haven't done a great job at account-based marketing from a digital perspective, and so that's something that we're launching that we'll have someone really dedicated and focused into. Then the very last one is all around the team. How do we put this culture?
We're always learning and growing and challenging ourselves. One of the things in that this is something I'm leading right now because we don't have an actual guild leader for this right now is a career day event. Something I did at IBM, we're repeating it now at Salesforce, where we're bringing in executives, and they're going to answer questions. People have anonymously submitted questions.
I have 10 executives who are going to be in the room and they're going to draw a question out of a hat and answer it live. Then we do a speed mentoring session. It's such a fun event. That's an example of something that when someone actually leads this guild, they'll come up with how are the ways we can help the team expand their skills?
How can we give them challenges and make sure that they're always learning and growing? That's fun. We had something similar to that at Google and it was super successful of just being able to ask executives anything in an anonymous way and also be able to see career paths across the company. While I was in Google Maps, Street View, this whole geo group, I saw a path if I wanted to get into search or wanted to get into cloud or whatever it might be.
It was cool just to see how you can transfer knowledge and skill sets and learn from executives who are doing something similar. Well, we did actually as a part of this kind of getting, we have this opening video that's kind of a slice and dice of these comments from some of these leaders that are participating. We have them I should deal with these four minute videos. The answer question is like, what was your first job?
What was your most embarrassing moment? It's really fun. We'll use that as our ongoing career content and so kind of once a month we'll publish a video, that sort of thing, just to kind of be able to keep an ongoing drum beat of focus there. Yeah, that's fun.
Now I'm wondering what was your first job? Have you ever had any like weird first jobs when you were younger? No, I know. I know.
It's so disappointing. But I am a to probably to a fault. I have a plan and I follow my plan all the way through. I had no plan to have a first job.
I was not interested in having a job in high school. My dad said, no, you got a job. So I just went to the grocery store and was like, can I get a job here? And they gave me a job and I did it all the way through college.
Wow. Yeah. Okay, you're committed. Yeah, committed to consistency.
I like it. But it quickly even, I mean, I'd been there maybe six months before I got my first management job. I really have always loved what's the next challenge? Like once I kind of have one kind of challenge under me, I'm like ready for the next, ready to keep pushing it.
Wow. That's cool. Okay. So now thinking about that pushing for challenges, you've been in this AI space.
I mean, to me, you've been in it longer than most people have probably been in it. Now it's sales force. I think you all have launched over 8,000 agents with agent force, which is wild within a year. I mean, one year 8,000 agents.
That's crazy. Like, what are you seeing in this space that's exciting when it comes to these AI agents? Yeah. And it's, it's actually many, many more agents that we've launched, but it's 8,000 deals that we've done.
deals. Okay. That's a lot in a year. It's incredible.
It's such a fast growing product. And it's, you know, it's doing a lot of the things that we've talked about for a long time, right? It's automating the processes. It's taking the things that we don't want humans to have to spend their time on and automating that work.
But what's different is it's now doing it really well because these agents come with all of this context and all of this data across your CRM, across third parties, etc. And so we can now live this truth with our customers that like, yes, you can solve these challenges. Your sales teams can be more efficient. Your marketing teams can be more efficient.
The way our marketing team is using AI is really, really, really impressive. And not even just the Salesforce tools, right? Of course they use the Salesforce tools, but they also are out there using, we have Gemini. I have full access to Gemini so we can input any information into Gemini that we want to.
And it's trusted and protected. And the team, it comes up with incredibly creative ways to do that. The things they've done with Notebook LM, I mean, it's fascinating. It's really fun to watch.
Yeah, I feel like we're just in this moment where work will not ever be done the way that it was before. And it's really, truly, truly different. And we just have to make sure we're focusing on the team like, this isn't cheating. This is how you get work done now.
That's a really important thing that's really shifted in the last year, I would say. Yeah, yeah. I'd love to hear about some of those stories around what your marketing team is doing that you're most proud of or that you saw what they're doing. You're like, okay, I would have never even thought about that.
And then after I want to get into some, you're just a couple customers where you're like, I'm watching them automate something that six months ago I would have never even thought about. Yeah, it's maybe start with your team first. Okay, so we'll start with my team. So we have a this channel where people share all the ways that they're using AI internally just kind of as like a learning and opportunity.
Someone on my team came up with a notebook LM example of how they're training our sellers and giving our sellers access to literally any information that they could possibly want. So we input all of our customer stories, all everything that we have on a specific product into a notebook LM. And then the seller can go in and ask queries. It can create a podcast.
I mean, there's lots of things that it can do to be really helpful. And now on the service cloud side, we are answering which, you know, every marketer on this call, especially in the text space, if you've done a gardener response, you know, it's 160 questions. We're now using a notebook and service cloud to actually be able to help us answer those questions and ensure we've got the consistency, that sort of thing. The other thing, another example of how the teams are using it is, you know, Salesforce Slack is so core to how we actually get work done.
And I can't imagine doing life without Slack. It's just it's it's really good. So agent forces embedded into Slack. And I mean, everything that we need to get done can be done in Slack.
There are very few things from a business process or a manager perspective. I have to do outside of Slack. I rarely go to email. I regularly miss emails because it's just I don't I don't go there.
And so like the team using AI for everything they can in Slack, right? So Slack search has AI. There's a great tool that the teams using now inside is Slack where you can say explain with AI. And so you're on a it's just specific message that's got, you know, maybe 20 acronyms on it.
You can say explain with AI. And Slack actually goes out and searches your entire existence of Slack and other sources and says, here's what this means. So good for especially like new employees being like, what are all these acronyms? What are these products?
What are these new products? When you, you know, the way it came up was I had someone come into a a workstream on how we were using how we're talking to our customers using agent force. Ourself. And she got into this Slack channel.
I was like, I have no idea what they've been talking about. She used this capability showed up to the call was prepared. No one had to do the reset. It's really changed how everyone's doing work.
And I'll tell you about a couple customers. Yeah. I'll tell you about one in particular that I'm very partial to so I will own my bias here. My husband is the CEO of a company called Prasina.
And Prasina uses agent force in three different ways. So they use our what has been called our sales development rep, which basically allows we talk about it in our marketing event this past two weeks ago. We talked about it as the end of do not reply. Right.
So a company sent you a message and it says do not reply to this email. Let's a terrible experience. Yeah. I've never actually thought about that.
I'm always like, what is this email for then? Why can't I? It's like this one way conversation. But now with our marketing and our sales capabilities and how those things are coming together, you can reply to the email and the agent will answer and the agent knows the context of the things that you've done on the website.
It knows this broader context of what you're trying to solve. And it's able to act is what we've previously called a sales development rep. And so Prasina is using a capability like that to be able to outreach to referring doctors. And so as the referring doctors have questions about the practice, they're able to answer those.
Wow. They're also using it for patients where patients have questions. Prasina, I don't think I actually said this, but Prasina focuses on diabetes care. Okay.
And so when patients have questions about getting appointments scheduled, etc, they're able to answer that using the service agent side of agent force. And then they have the thing that's really unique about Prasina is they pair social workers and doctors together to solve diabetes. So they make sure that the social workers are trained appropriately using our sales coach capability. And so they know that when they get on the phone with a patient, they can, their social worker is going to be able to answer those questions in a way that's really guided by Prasina's principles and values.
And they're approach and how they solve diabetes. Yeah, I mean, I'm going to be biased now too. It's pretty cool. And what numbers has he's seen since pulling agent force into these different applications?
It's still pretty early. They haven't released anything publicly yet. There are time conversations of like this is working pretty well. Yeah, they're very excited about the ability to automate things inside of the medical practice so that their social workers and their doctors are just spending time with patients.
That's the dream and that's why, you know, I think they've really trusted agent force. There's actually, they did a big video for Salesforce and it's pretty fun. It's a great story. Oh, it's fun.
Okay. Anyone else that you want that you're watching and you're really impressed with right now? There's so many customers that are just doing things that are really, really exciting right now. I've seen some of your guys customer stories and every one of them is very different, which is why I love it.
They all have very unique use cases that probably now have a lot more threads that you know, between retail. There's probably a lot of similar use cases, but in the beginning it was also different, which is why it was fun to keep track of. Yes. So something you and I talked about before we hopped on here was around like AI and the future of SEO and content.
And this has been a very large topic of conversation probably over the last 15 episodes I've been doing where almost every CMO I'm talking to is like, I'm not sure how to show up in LLM results. And that's where people are looking. That's where traffic's coming from. Zero click might be happening in the future and I don't know what to do.
And I feel like you do based off what we talked about. So I would love just to hear some of your thoughts around this space of how to ensure your brand, your product, your services are showing up in all the places that your buyers are querying. Absolutely. You're in my jam.
I love it. So I really love SEO and I think you know, in sales cloud specifically, we've really solved SEO in that we sort of very targeted approach. And so I'll tell you about how we started on it and then how it's evolved. So the way that we started is we looked at our competitors who are ranking on keywords that we really cared about.
Keywords specific to volume, particular strategic areas or business. And we just listed out those keywords and we started publishing content against those keywords. And we published that content at the right link. There was a lot of real detailed thought that goes into how do you win that specific keyword?
And we had a lot of success. One keyword or long tail keywords are both both. Okay. Both.
We did kind of clusters. Yeah. And we said, okay, this is a cluster of keywords. So let's publish around all of these keywords.
So that we can ultimately win this very, very important keyword. And it worked incredibly well. And this was starting two years ago when you came into Salesforce, right? That's when you started doing this with sales cloud.
Yes. Okay. Sales cloud. And it's all all of that content shows up as salesblazers.
If you go to salesblazer.com, that's where that content lives. It's all about how you, you know, how sellers can meet their career goals, can solve their business challenges. It's not necessarily about, you know, hey, here's the thing you need to go buy from Salesforce.
So good. I think this is my thing that I'm harping on all the time to any marketers, like just do good thought leadership, do helpful content. Would you read this content? Or are you constantly just pushing, you know, your products and building content around your products all the time versus get outside of that and think, what is this person actually looking for online?
Like even though this is B2B, they're still a consumer. And they're still looking for career tips and how to be, you know, how to make money, whatever it might be. So I love that. Yeah, you called that out.
Yeah. And so you just start with the data, right? What do people want to know? They want to know what they're searching for, right?
And so that's how they vote. And so we, I'm a little bit competitive. And so we say every search is a competition and we want to win them all. We only want to win the ones that have high enough volume in us in order for us to invest the time and money into that specific keyword.
But we've been really, really successful at doing that. And we're now rolling out their service blazer. There's a lot of other kind of community things that bring both content and the community together that we've launched across Salesforce. Agent Blazer is another, another example.
So then when we started to see all this like LLMs and Google started to change how search worked, right? It was just the summer that, you know, the AI answers started coming in and they weren't even coming in for every question, right? Now anything you query, there's some sort of an AI answer at some varying level. And so we panic a little bit because we're like, oh my gosh, like all this work we've done, all this money we've invested in, all of this content, it's just going to go to the wayside.
Wow, this is a really scary moment for marketers because we're so reliant, you know, digital and organic traffic is an incredibly important part of our pipeline number. And then what we realized is actually we're getting traffic from the LLMs and it's not super high volume. This is, we started tracking this last July. But what we see is this hockey stick where the traffic coming in from LLMs is really, really high.
It's growing incredibly quickly. And when they come in, they can, they fill out a form 40% of the time. 40%. Yeah, yeah.
That's incredible. Was I compared to before just for reference ish? Paid media, probably about 15%. Yeah.
So organic probably more like 25%. So it's significantly above even our organic traffic coming in and filling out a form, which is like, okay, well, that's like the light bulb. We have to switch from this thinking that our websites are intended to capture early funnel traffic, which is what we've all been told for many, many years. To note, you have to put the content on the website because all of that early funnel is going to happen in LLMs very, very soon for your leaders and innovation.
It's happening right now for everyone else. It's very quick follow as Google has now deployed so much of the AI answers. That's fine because your website is still going to be the thing that captures them. It's still going to be the thing where they get specific information and maybe they won't be filling out forms.
That's fine, but they will still go into chat and they'll talk to the agent. If you go to, I'll give you an example of where we see customers really engaging well online with our agent. Ish, if you go to help.salesforce.
com, it's incredible. Agent Force answers our service questions so incredibly well. I think it's like we just passed a million solved cases. I think we actually pulled, so we had on Bernard Slowy.
He came on our other podcast, Experts of Experience, that shout out at sponsor.salesforce. He pulled that page up. Is that the one with the big search box that you just typed in anything you want?
We had a whole episode talking quite a bit about that and how many cases you're solving and the ticker's going up every second. Yeah. Pretty impressive. Just crossed a million.
It's so, so, so, so impactful and so let the agents do the talking. Let the agents answer the questions and then trust that if you put good thought leadership content out there, the LLNs, all of the normal search capabilities will actually guide people to your website when it's the right time for them to come to the website. Yeah. So, I mean, I'm sure every marketer's like, whoo, okay, is everything we did?
It's still good, especially if you have good traffic going to those pieces of content, you have good thought leadership. I mean, I always say I think you need to have it in all forms, like written audio, YouTube, like you should be showing up in a very omnichannel way so that these LLNs can find you in many places. What about when it comes to structuring it? Because that's that's been a big question is, okay, I have all my content there, but these pieces still aren't getting pulled by these LLNs and they're finding my competitors article or a clip from YouTube that's, you know, just okay, so how do you guide your team on structuring the content so that it gets found?
Yeah. I was like, I am certainly not the expert at how to do the back end SEO work. I have incredible teammates that that do that, but there's this guide actually that G2 just put out, and G2 is great at search. I talk about them all the time, it's like it's our second website, right?
If you search for XYZ solution, XYZ product, XYZ software, you will get a G2 answer right after the brand, if not before. And so they have clearly figured this out. They're obviously ahead of the game in thinking about how they approach LLN search. They released a report, it's the 2025 buyer behavior report that just came out.
Yep, we got it up, pulled up on the screen. Oh yeah. It's small right now, we've got to pull it up. Yeah, it's so great.
Because it gives you the very specific details that as a CMO, I don't know to do, but that my web team knows to do. And so there's like three pages in there that I think you're just really, really valuable that everyone should kind of understand and just action immediately. Yeah, I love that. For anyone who can't see the screen right now, we will link up this G2 report as well in the show notes because it looks very helpful.
Yeah. Okay, so structuring well, making great content, is there anything else in this space that you are either experimenting with right now? Yeah, when it comes to content SEO and making sure that you're found everywhere. The only other thing I would say we're really kind of learning and experimenting with is how our agent answers the questions that come into our marketing site, right?
So we have helped us elsewhere.com. That gets the answer with service answers. But how does it have what happens on our pages where we're trying to communicate and progress someone down the funnel, right?
And so we're experimenting right now and learning about how do we how to make sure that agent is doing the right things, surfacing the right content that is still thought leadership, but also helping to continue to progress them. There's a lot to learn and that's based. And I think it's going really well, but we're still experimenting there. Yeah.
Okay, so for anyone who's thinking about building their first agent, would are there any pitfalls where, you know, I mean, I'm imagining, okay, I'm trying to sell this, eventually this product and instead this agent got caught up in news and being a thought leader and it never ended up having any conversion or like any stories like that of things to avoid or missteps that people might take early on. Yeah, I guess just lots of lots of testing, right? Just test and test and test again and try to trick it.
And obviously, you know, it's Salesforce, we sell these things so we know how they work very well. You have to choose a trusted provider because it's it's not something that I think I personally think people should be building on their own because there's just too much risk to your brand. I think go with a trusted provider where you know you can put the right information out there and that you're going to have the right guardrails. It's incredibly important.
Okay, so we were just talking about G2 and I'd love to hear your perspective on third party sources. I mean, that was a big piece to SEO back in the day was these best of lists, the best CRM, the best this and G2 giving, you know, here's what the customers are saying. How do you think about these third party sources or even thought leaders that are being the drivers of, you know, how you're possibly going to be found? They're incredibly important, right?
Because, you know, it's these elements are using this all of this context and making decisions on which is valuable and not valuable. We actually publish our own best of lists and that's something that has been, it took a lot of approvals. Yeah, to get your creditors on them. I always.
Okay, yeah, we do. Okay, and we try to be, you know, balanced in these things. We also come from a position where, you know, if you look at Gartner as an example, we are a leader in every magic quadrant that we care about, right? So we do come from a strong leadership position.
So that's a little bit maybe unique to Salesforce versus where we just have this wide breadth of skills where really are the leaders. But G2, I talked about kind of how they come in. But they also, it's from social, it's from, you know, it's, it's across a variety of areas continuing that third party validation is really important because it does, it does feed the LLMs. But it's also like, people are still going to go and look at the Gartner reports, right?
They're going to look at G2. Yeah, and G2 is still seeing that, you know, I don't know if the traffic's going up or down overall, but they're still seeing the top fortune 500 and also SMBs both visit the site. So I think it's due the same things we've been doing, but pay attention to when they're coming in from LLMs, it has it changed their behavior. Yeah, I'm wondering if there's any metrics that you used to have in maybe your QBRs that now you're throwing out because of, I mean, this different buying behavior.
I mean, I've seen a couple stats, I think it's like 80% of the B2B buyer journey is already made up by the time they're talking to sales or by the time they they've already done all their research. They've already looked at G2, they've looked at Gartner, they've filed some influencers on LinkedIn. So it makes me question like, what kind of metrics maybe are shifting within your org that you're like, we used to look at this one really strongly and now we don't and we look at these instead.
I am so hyper focused on metrics. I don't think I've really given any of them up yet. But it's because they tell you something about that kind of part of the journey. I think there's still, I don't have any metrics that I've really truly walked away from.
I will give you an example though of how I change metrics across the maturity of the business. So for example, sales cloud, when we first took on our SEO journey, I remember saying to our CEO, I'm going to publish 70 articles in this particular quarter and he's like, great. That seems 70. Yeah, one a day more than one a day.
Yeah. But that's what we're going to do and sorry, it less than one a day. Let me back up. So 70 articles in a particular quarter, that's a lot in a specific month.
We actually ended up going way above that because we found a bunch of articles that were actually things that had been created and were able to optimize and get some early, easy kind of wins and increase that. So we very much in that phase of the business where we were not showing up in SEO the way we wanted to, we focused on volume of content. Now I don't need more content. I need that content to perform better.
So we're doing some of the things like adding in the various types, like adding in infographics and adding in more this richer type of content into some of those keywords so that they kind of move from position five, we always want to be in position one, two or three. And so we're making those kind of optimizations. But now on my service cloud side, that part of the business, which it just started working with a couple months ago, they don't yet own all the keywords we want to.
So you need those 70 articles. We are pushing hard on publish, publish, publish, keep quality, but publish. And we work with this really great agency that's helping us do this across both businesses. And I just, you talked to their CEO recently and said, okay, what are all the things that have worked on sales cloud?
What's working or not working as we're doing this in service cloud? And so now we're applying those learnings across both teams. And it's great. But you do have to measure and think about businesses differently based on where they are, their maturity in that specific part of the funnel.
So I'm guessing the newer products that are within your purview similar, like we just need to get content out there right now versus sales cloud of optimizing content. It's probably getting a lot of clicks, but it's a little older. Yep, I had to think about it. Yep.
And it's also, you know, we still publish, probably, I think we're still publishing about 10 articles a month in sales cloud because there's still things that are important to talk to our audiences about right now. But on the service cloud side, we're doing 70. And on the marketing cloud side, we're doing a lot of publishing there. And then of course, on commerce cloud as well.
So cool. Is there any formats that you're betting on when it comes to content right now that maybe is newer than, of course, just written content and blogs that you're experimenting with or you want to experiment with? I wish I had a more creative answer for this. But I just want to win an LLM and that's long form content, like through and through.
It's different types of long form content, right? The best of lists we talked about. Yeah, I think it's less about any other form until the until LLM start recommending videos as, you know, a high quality piece of content. We're just focused on long form right now.
Yeah, I did see a stat that YouTube is being shown like 103% more than the previous year when it comes to showing clips of videos and using that as answers. And because they're pulling all the transcripts to these videos now and then using it to surface that content in the LLMs. I love that. I do my video.
Yeah, I love it. It's what we do. But yeah, videos are coming in strong. I love that.
I know that. That's great. I'll send you this thing. We just this wrote about it, too.
And I'd love to hear your thoughts on him. So I mean, we've talked so much about AI now. And of course, a big focus is you have a lot of people under you. I'm sure.
And getting them upskilled, comfortable. Like you said, the messaging is even different now where maybe a year ago, if you're using AI, I was like, no, no, you can't use chat GP. No, don't write that. It's like you're cheating if you do that.
You're not thinking. And now if you're not, it's like why aren't you being more efficient and using these tools, you know, at your disposal. So how do you measure this within, you know, the teams that you work with to make sure that your team is, you know, comfortable with AI? Yeah.
So Salesforce is so ahead of the curve on this. Every company does these, you know, employee engagement surveys. We actually ask how comfortable are you using AI tools? And then we track it quarter of a quarter.
And we see how is it trending? Hopefully it's getting much better. Obviously, it's only going to go up. But it's an important measure and it's a reward, right?
Like it's like so leaders are like, wow, Amber, your team's really comfortable in AI. Good job, right? Same for for any of the leaders. And that is exciting because it's, it gives the team permission to use these tools.
And we share it on social so they get accolades from their peers when they share interesting ways that they have solved this, their challenges. My product marketing team actually just got together and they all submitted like things they were using across different parts of the funnel. And they posted a webinar, they shared it out on channels. I mean, they're just really doing a lot of things that are supporting each other in this one way that I encourage people to get their teams more comfortable is encourage and share how you're using it in your personal life.
So I'll tell you a little story for me. Yes, please. I just got back. I did two weeks in Japan with my family, my husband, my son and I went to Japan.
I planned the whole thing in Gemini personally. And then I came back and I wrote a prompt that is about three pages long that I can now input into Gemini and it creates this itinerary. That is so incredible. It's better than any itinerary you've ever gotten from any travel agent.
Like I feel so strongly about that. And now when I want to plan our next trip all I have to do is change the details of the trip because it already has all my family's preferences built into the prompt. And so that's an example. And I've kind of shared that kind of verbally with my team of like I'm using this in my day to day life.
Like how are you using it in your day to day life? Because when you use it in your day to day life then the professional uses start to open up right you start to think about oh I could do this or wow I hate doing this part of the process. Is there a way AI can help me do that? And just I think having people showcase that work get excited about it and reward it rather than it seeming like they're cheating or or you know that you know AI is going to take jobs right and I think there is a huge fear around that and I think the people who especially marketers who are going to be really successful or the ones are like I'm going to use this to superpower myself versus worrying about you know is this going to take my job like no I'm going to make this my superpower.
And that's what people who were coming in earlier in the their careers that's what they're going to do right they're all going to be trained on generative capabilities in part in college right. And so they're going to come out very skilled at being able to do this. And so we have to make sure that as we're further in our careers we continue to learn we continue to try to find new ways to do things we've done forever. I love the idea of like blending what you're doing in your personal life and bring it into the office because to me that is the world we're in now where I mean back in the day you would go into the office and you would have access to a tool that you couldn't get on your personal laptop and so you could only do it on that company laptop.
And the world's were very separate and now it's like you're using the same tools for work life home life and what a fun way to get your team trying things out with no risk by being like look here's a fun personal thing I did and I think it says a lot about you as a leader doing that as well because there are a lot of leaders I talked to who have not even played around with it. And it's like well no wonder your team is timid to use it because you're not showing them it's okay you're not giving them a permission slip and showing how you yourself did it and played around and messed up and got wrong answers and got right answers and how you know so I love that you're showing up for your team like that and giving them that permission.
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