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The Death of Search: How Shopping Will Work In The Age of AI
21 segments available
The web is unhealthy, and AI agents are about to rewrite how we shop. In this episode, a16z General Partner Alex Rampell and Partner Justine Moore explore how AI agents will change commerce and the implications for Google’s business model, affiliate marketing, online shopping, and more. Timecodes: 0:00 Introduction 0:36 Affiliate Marketing and the Evolution of Online Purchases 1:59 Impulse Buys vs. Considered Purchases 2:51 Observing Consumer Behavior and Viral Trends 6:09 Dynamic Pricing and Consumer Surplus 7:14 E-commerce vs. In-Person Shopping 10:20 The Challenge of Attribution in Online Sales 12:28 Aggregators, Brands, and the Commodity Trap 15:36 Trends, Trust, and the Power of Aggregators 17:46 Google’s Freemium Model and the Future of Search 21:17 The Problem of Hallucination in AI Product Recommendations 22:52 The Commercialization and Pollution of the Internet 29:30 The Costco Model: Trust and Value 33:20 The Spectrum of Purchases and AI’s Role 37:57 UPCs, SKUs, and Automation in Commerce 39:52 Opportunities for New Winners in AI-Driven Commerce Resources: Read the article: http://a16z.com/ai-x-commerce/ Find Alex on X: https://x.com/arampell Find Justine on X: https://x.com/venturetwins Stay Updated: If you enjoyed this episode, be sure to like, subscribe, and share with your friends! Find a16z on X: https://x.com/a16z Find a16z on LinkedIn: https://www.linkedin.com/company/a16z Listen to the a16z Podcast on Spotify: https://open.spotify.com/show/5bC65RDvs3oxnLyqqvkUYX Listen to the a16z Podcast on Apple Podcasts: https://podcasts.apple.com/us/podcast/a16z-podcast/id842818711 Follow our host: https://x.com/eriktorenberg Please note that the content here is for informational purposes only; should NOT be taken as legal, business, tax, or investment advice or be used to evaluate any investment or security; and is not directed at any investors or potential investors in any a16z fund. a16z and its affiliates may maintain investments in the companies discussed. For more details please see a16z.com/disclosures.
Segments Timeline
The Unhealthy State of the Web
In this segment, Alex Rampell discusses the current state of the internet, highlighting the prevalence of low-quality content optimized for SEO. He raises questions about how AI agents can help improve online shopping experiences and the implications for consumer spending and the economy.
"The worldwide web is unhealthy right now. Most of the things on the internet are crap and they're crap and we know that they're crap, but they SEO optimize crap. So, how do you decrapify that? AI agen..."
Affiliate Marketing's Evolution
Alex shares his background in affiliate marketing, explaining its origins and how it has evolved over time. He reflects on the relevance of affiliate marketing in the context of AI-driven commerce and discusses the challenges of impulse buys versus considered purchases.
"So you guys have both been thinking about an ecommerce for for a while. Alex, why don't you talk about what what inspired this piece and how did this all sort of germinate for you? Well, so I had star..."
Consumer Behavior Insights
Justine Moore emphasizes the complexity of consumer behavior in online shopping. She discusses the potential for AI to assist in making better purchasing decisions and the lack of startups currently addressing this market opportunity.
"relevant for a lot of things because impulse buys are huge and with impulse buys like almost tautologically you're not going to use AI to tell you to buy something like you shouldn't buy anything that..."
Observing and Predicting Consumer Trends
The conversation shifts to the importance of observing consumer behavior before making predictions. Justine highlights the effectiveness of tools like camelcamelcamel for tracking pricing and discusses the potential for AI to automate purchasing decisions based on consumer preferences.
"we've seen thus far relatively few startups um, trying to take a crack at that market with AI. Even though, like Alex said, there's a lot more opportunity because you now have these really smart LLMs ..."
Dynamic Pricing and Consumer Surplus
Alex explores the concept of dynamic pricing and its implications for consumer surplus. He discusses the challenges of implementing such a model in e-commerce and the potential regulatory hurdles that could arise.
"form of predicting the future ever because you're really just like you're chronicling the present and you're just saying there's going to be one additional appendix to the present which people would d..."
E-commerce vs. In-Person Shopping
The discussion turns to the differences between e-commerce and in-person shopping. Alex and Justine analyze consumer behavior regarding immediacy and the experience of shopping, emphasizing the importance of context in purchasing decisions.
"Alex, you imagine a world where there's sort of dynamic custom pricing sort of to the extreme where it's like we're looking at the same thing on Amazon, but you it charges you more because maybe I'm c..."
Attribution Challenges in Online Sales
Justine and Alex address the complexities of attribution in online sales. They discuss the limitations of last-click attribution models and the need for a more nuanced understanding of how various touchpoints influence consumer purchases.
"people will kind of do research about where to go or what specific items they're looking to find or like what style they're looking to buy online. Um so I think yeah it might be like 16% are like full..."
The Flaws of Last-Click Attribution
The conversation delves deeper into the pitfalls of last-click attribution, illustrating how it can misattribute sales to the final click rather than recognizing the entire research process that led to a purchase. The speakers provide examples, such as the use of coupon sites like Honey, which can distort the true source of sales. This segment emphasizes the need for a more comprehensive understanding of consumer interactions in the digital marketplace, especially as AI continues to influence shopping behaviors.
"Well this is actually the hardest thing um that's related to this topic is attribution. um it's it's the bane of everybody's existence which is like okay how do I how do I allocate attribution for Jus..."
The Rise and Fall of Commodity Resellers
This segment explores the challenges faced by brands that act as commodity resellers, such as Casper. The speakers discuss how these companies often do not produce their own products, leading to a reliance on traffic from platforms like Google and Facebook. They highlight the unsustainable nature of one-and-done transactions and the difficulties in building durable businesses in a market flooded with similar products. The discussion underscores the importance of creating unique value propositions in a competitive e-commerce landscape.
"Let's reflect back on the on the category as well. Um, it seems like the big winners have been the the aggregator level was sort of Shopify or obviously Amazon and sort of the individual, you know, bi..."
Navigating Trends in Consumer Products
The speakers analyze how rapidly changing consumer trends impact brands like Allbirds and the challenges they face in maintaining relevance. They discuss the difficulty of capturing fleeting trends in the fashion and footwear industries, where consumer preferences can shift dramatically. This segment highlights the advantages that aggregators like Amazon and Shopify have in adapting to these trends, suggesting that single-SKU retailers may struggle to keep up in an AI-driven commerce environment.
"products and like I think this is the problem is like a lot of people will say, "Oh, well, like Casper is its own mattress. Allirds is its own shoe." But like like they're not normally making these pr..."
AI's Role in Shaping Consumer Demand
In this segment, the speakers contemplate the potential of AI to influence consumer demand and purchasing behavior. They discuss the challenges AI faces in creating demand for products, particularly in fashion and lifestyle sectors where trends are heavily influenced by social dynamics. The conversation reflects on how AI can assist in the purchasing process but may struggle to generate the initial desire for products, emphasizing the need for human insight in understanding consumer motivations.
"too because you could argue that AI agents can direct direct people to things if people start their purchase activities there, which which could be an opportunity or a challenge for like the single sk..."
Google's Freemium Model
In this segment, the hosts discuss Google's freemium model and its implications for the future of search. They analyze how AI is challenging traditional search paradigms and what this means for Google's business model.
"Yeah. Let's flush out the the piece now. Let's get into you know what are some of the things that are going to be taken away from from from Google? What are some of the things that are going to stay? ..."
Hallucination in AI Recommendations
Rampell and Moore address the problem of hallucination in AI product recommendations. They discuss the challenges consumers face when relying on AI for accurate product suggestions and the impact on shopping behavior.
"like all LLMs, but I'll use chatbt as the example cuz the most people use it um had this really unfortunate and annoying problem of hallucinating around product recommendations that basically everyone..."
Commercialization and Internet Pollution
The hosts explore the commercialization of the internet and its effects on content quality. They discuss how affiliate marketing has led to a polluted online environment, impacting consumer trust and information reliability.
"now for the internet at large is I I would say the u and I remember I've talked to John Lily who was the original he was the the CEO of Firefox back in the day. Um and kind of an an early web stalwart..."
The Costco Model: Trust and Value
Rampell and Moore discuss the Costco model as an example of trust and value in commerce. They analyze how Costco's business practices foster consumer loyalty and how this can inform future e-commerce strategies.
"crap. Like my favorite business model for commerce by far is Costco. I think Costco is the greatest company in the world because Costco refuses to sell bad things. They refuse to take a high gross mar..."
Spectrum of Purchases and AI's Role
In this segment, the hosts examine the spectrum of purchases and the evolving role of AI in commerce. They discuss how AI can cater to different consumer needs across various purchasing scenarios.
"other ways in which AI will change commerce? You outline a few different types of purchases that that might get in. Yeah. So, we kind of looked at the um range of purchases from like the impulse buys,..."
UPCs, SKUs, and Automation
Rampell and Moore delve into the significance of UPCs and SKUs in the context of automation in commerce. They discuss how these systems can streamline inventory management and enhance the shopping experience.
"did Wayfair work? Why did Wayfair work? Well, well, like they're selling things like bar stools. And you're like, I want a bar stool, but there's no UPC on this. So it's like, well, here's a bar stool..."
Opportunities in AI-Driven Commerce
The final segment highlights the opportunities for new winners in AI-driven commerce. Rampell and Moore discuss potential innovations and shifts in the market landscape as AI continues to evolve.
"Putting this all together, we were talking about how over the last decade there hasn't been a ton of net new, you know, big winners in the space and a lot of the gains have gone to the"
Emerging Opportunities in AI-Driven Commerce
In this segment, the speakers discuss the potential for new companies to emerge in the AI-driven commerce space. They highlight the success of cashback sites and specialized shopping agents, suggesting that there is room for innovation and growth in this sector as consumer preferences evolve.
"chatbt is I mean they they are an upstart to a certain extent but it's not Amazon it's not Shopify it's a net new company that clearly will have a role in commerce right um the question is will there ..."
AI Agents and the Merchant Experience
This segment focuses on the implications of AI agents making purchasing decisions on behalf of consumers. The speakers discuss how merchants will need to adapt their websites and infrastructure to accommodate AI interactions, emphasizing the need for a more browsable and user-friendly online shopping experience.
"this one little tiny vector that might actually be very big. Going back to how like most companies can't really figure out attribution. It's like we are going to be the last click. Like the last click..."
The Dual Impact of AI on Consumers and Merchants
The final segment wraps up the conversation by highlighting the dual impact of AI on both consumers and merchants. The speakers reflect on how AI will change the landscape of online shopping, affecting everything from consumer behavior to merchant strategies, and the importance of adapting to these changes.
"of course would say I want to pay less for something. But it's like oh but you have to do these 18 things download like ah that's too complicated. I can't figure out how to do that. But if it's so eas..."