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Earnings AI

How publicly traded companies are infusing AI into their
go-to-market - straight from their leadership.

Notes by Chris DiPierro, Founder & CEO, Cozelo

The short version

  1. NASDAQ: ZD · Q3 call, Nov 6

    Ziff Davis lost 37% of its Google traffic while AI cited its content 2.7 billion times

    Ziff Davis CEO Vivek Shah said organic Google referrals to its sites fell about 37% year over year in the third quarter. Over the same quarter, Google’s AI Overviews and AI Mode cited its content roughly 2.7 billion times, nearly 10 times the clicks those sites got from Google Search.

    Shah said the job now is turning that visibility into revenue. The plan is to build direct audiences, push into social commerce and stay open to licensing deals for AI use of its content. He said revenue fell far less than traffic because the company also runs subscription, app and newsletter businesses.

    My notesClose

    The nugget. The 10x comparison isn’t like for like. Google’s new AI-impression count carries no click data, so it sets AI citations against all Google Search clicks. Shah’s point stands anyway:

    “Monetizing that relevance is the priority”Vivek Shah, CEO

    Why it matters for go-to-market. Being cited and being visited are now two different things. For a publisher, that’s a revenue problem. For a B2B firm, it’s a message problem. The AI answer is the first version of you a buyer meets, and they may never click through to check it.

    What I’d ask them. What would they charge for a citation? When an AI cites them, who checks what it says?

    Ziff Davis Q3 2026 earnings call, Nov 6, 2026. Call coverage

  2. NASDAQ: AIRS · Q3 call, Nov 6

    AirSculpt blames Google’s AI Overviews for a 16% drop in search leads

    AirSculpt said leads from Google search fell 16% from a year earlier, which it attributed to Google’s AI Overviews keeping consumers on the search page. CFO Michael Arthur said the rise in customer acquisition cost came mainly from the same place: fewer people and leads reaching the company’s website.

    CEO Yogi Jashnani said AirSculpt is starting to see early signs of improvement in how it shows up in AI-generated search results. It’s optimizing its website for AI search and strengthening its digital content, customer reviews and educational resources. It’s also spending more on brand and local marketing to drive traffic that doesn’t depend on Google, about $3 million more than last year, down from the $5 million it had planned.

    My notesClose

    The nugget. The CFO didn’t hedge on why acquisition costs went up:

    “primarily driven by AI overviews”Michael Arthur, CFO

    My read: reviews and educational content are now part of the acquisition funnel. They’re what an AI reads before it decides what to say about you.

    Why it matters for go-to-market. When the AI answers the question on the search page, the click never happens. What it says about you comes from your reviews, your content and whatever else it can find. For a considered purchase, that answer is the first consultation.

    What I’d ask them. What did AI answers say about AirSculpt before they started fixing it? Which change moved it most?

    AirSculpt Q3 2026 earnings call, Nov 6, 2026. Transcript

  3. NYSE: NET · Q3 call, Nov 5

    Cloudflare says AI took meeting prep and reporting off its sellers’ plates

    Citi’s Fatima Boolani asked how Cloudflare’s restructuring six months ago changed its go-to-market. CEO Matthew Prince said sellers used to lose a big chunk of their week to meeting prep and Salesforce reports. He used 60% as an example of how bad it could get. AI now does much of that work, and sellers spend far more time in front of customers.

    Prince said headcount is shifting toward builders and sellers. Sales productivity set a record and grew year over year for the 11th straight quarter. Quota attainment was the highest in more than five years. He didn’t give figures for either.

    My notesClose

    The nugget. Prince said the jobs that changed most belonged to

    “the measurers”Matthew Prince, Co-founder and CEO

    AI does more of the counting now. He also said selling is getting more technical, and Cloudflare is adding forward-deployed engineers alongside its reps.

    Why it matters for go-to-market. An AI-built meeting brief is only as good as what the AI knows about you. Your buyers’ priorities, your differentiators, your proof. If that knowledge is scattered across decks and people’s heads, sellers walk in faster with the same fuzzy story. The judgment stays with the seller. The foundation is the part you have to build.

    What I'd ask them. What share of a seller's week is in front of customers now? And who checks the AI's numbers?

    Cloudflare Q3 2026 earnings call, Nov 5, 2026. Transcript

  4. NYSE: USFD · Q3 call, Nov 5

    US Foods puts a $75 million figure on AI, led by added sales

    US Foods CFO Dirk Locascio said AI is driving about $75 million of adjusted EBITDA this year, rising to more than $110 million next year. Melius Research’s Jacob Aiken-Phillips pushed on whether that overlaps with savings programs the company already runs. Locascio said it doesn’t.

    The biggest portion comes from added sales and margin over time, he said, with productivity a smaller piece. The capabilities behind it are suggested sales, product recommendations, AI search and forecasting. CEO Dave Flitman pointed to two seller tools, Visit Assistant and Scout AI, and to a new compensation plan that’s catching on faster than expected. About 40% of sellers are now fully on variable pay.

    My notesClose

    The nugget. Last quarter, US Foods talked about Visit Assistant delivering 700,000 customer insights to sellers in its first six weeks. This quarter, it put a dollar figure on AI. That’s the right order.

    Why it matters for go-to-market. This is AI aimed at revenue. Suggested sales and product recommendations run on what you know about your customers and why they buy. My read: that knowledge is the real asset, and it belongs to the business. Change the tool and it should come with you.

    What I'd ask them. How do you measure the sales lift, and against what? Did moving sellers to variable pay change how much they use the tools?

    US Foods Q3 2026 earnings call, Nov 5, 2026. Call highlights

  5. NYSE: ROK · Q4 call, Nov 5

    Rockwell’s CEO pitches AI quoting tools as a way to win more deals

    Rockwell’s call covered a lot of what it sells to factories and data centers. The internal AI story came in pieces. When Bank of America’s Andrew Obin asked why recurring revenue in its services business disappointed, CEO Blake Moret pointed to simplifying how Rockwell quotes and delivers, including internal agentic tools that cut keystrokes. He framed it as a revenue play. Quote more efficiently and you win more.

    CFO Christian Rothe said AI sped up software development enough to finish products that weren’t on this year’s plan, and that hard savings are offsetting some of AI’s cost. No AI-specific numbers. When Citi’s Andy Kaplowitz asked about 2027 productivity, the answer was to wait for Investor Day.

    My notesClose

    The nugget. The quoting tools came up as an answer to a services problem. My read: Rockwell sees AI paying off first where it touches the customer. Moret called them

    “internal agentic orchestration tools to reduce keystrokes”Blake Moret, Chairman and CEO

    Why it matters for go-to-market. A quote is a promise. An agent building one needs your pricing rules, your configurations and what delivery can stand behind. A seller with slightly-off information adjusts in the room. An agent sends exactly what it was given. Fast and wrong is worse than slow.

    What I'd ask them. What's quote turnaround now versus last year? Has the win rate moved? Investor Day is in Boston this month. Bring a number.

    Rockwell Automation Q4 FY2026 earnings call, Nov 5, 2026. Transcript

  6. NASDAQ: EXPE · Q3 call, Nov 4

    Expedia says travelers plan with AI agents and still book with brands they trust

    CEO Ariane Gorin said traffic from AI agents is still very small but high intent, and it isn’t eating into Expedia’s direct traffic. When Bank of America’s Justin Post pushed, she said it’s either new demand or coming out of other paid channels, and the economics are still being worked out. Expedia partnered with Google in AI Mode, announced an integration with Meta’s Muse, and is testing OpenAI’s ad products.

    Inside its own products, AI recommendations helped drive record attach rates for the Expedia brand. Travelers who used a new activity agent were twice as likely to book an activity within seven days. A Vrbo voice agent resolved more than 15% of inbound contacts in its first two months. Half the analysts on the call asked about AI, by one count.

    My notesClose

    The nugget. Gorin drew a clear line between finding a trip and booking one:

    “agentic AI’s real strength is in discovery”Ariane Gorin, CEO

    She also said Expedia leads in citation share in the U.S., based on third-party data.

    Why it matters for go-to-market. The answer an AI assembles from your public surface is the first version of you a buyer meets. If agents do the discovery, that version decides who makes the shortlist. Citation share tells you how often you show up. The harder question is whether what shows up is right.

    What I’d ask them. What do you measure on agent traffic beyond volume? When an agent describes Expedia to a traveler, who checks that it’s accurate?

    Expedia Group Q3 2026 earnings call, Nov 4, 2026. Transcript

  7. NYSE: HUBS · Q3 call, Nov 4

    HubSpot wins nearly three times as often when it sells to the whole buying committee

    HubSpot CEO Yamini Rangan said customers are navigating a major AI platform shift that’s changing how they evaluate software, discover HubSpot and buy. Inbound demand is under pressure as AI changes how buyers find software. Upmarket, CFO Kate Bueker said, there are more decision-makers and longer sales cycles. Down market, buyers are more price sensitive because AI is a new line item. Customers want proof of AI before they buy, so HubSpot added trials and outcome-based pricing.

    Asked by Barclays about its upmarket approach, Rangan said win rates are nearly three times higher in deals with five or more buying-committee members when HubSpot engages multiple stakeholders. When Evercore’s Kirk Materne asked whether its go-to-market needs to change, she said HubSpot combined sales and customer success under one organization upmarket. Answer engine optimization is a new demand channel, but early and not yet offsetting the inbound decline.

    My notesClose

    The nugget. The company that wrote the inbound playbook says its own inbound is under pressure. Rangan on the bigger deals:

    “it’s no longer just a technology decision”Yamini Rangan, CEO

    Why it matters for go-to-market. Five people on a buying committee can meet five versions of you. Each one researched you separately, increasingly through AI. The win rate goes to the team that shows up with one answer that holds for all of them.

    What I’d ask them. What does a seller bring to a five-person deal that the AI answers didn’t? How much of the inbound decline comes back later as AI-referred deals?

    HubSpot Q3 2026 earnings call, Nov 4, 2026. Transcript

  8. NASDAQ: LZ · Q3 call, Nov 4

    LegalZoom says customers who find it through ChatGPT are worth more than paid search customers

    LegalZoom CEO Jeff Stibel said AI referral traffic is still small but growing. Traffic from AI platforms grew almost 50% quarter over quarter. He said those visitors arrive with high intent and convert at meaningfully higher rates than traditional organic search, and early customers from ChatGPT are generating higher lifetime value than its traditional paid channels.

    Search is the pressure. LegalZoom lowered its profit outlook, and more than half of the change reflects spending to diversify channels, including partnerships, affiliates and AI. About a quarter reflects higher costs in paid customer acquisition. Last quarter, AI platforms made up about 3% of its business formation traffic.

    My notesClose

    The nugget. Stibel credits the brand for the AI traffic:

    “the authority of our brand helps us get discovered”Jeff Stibel, Chairman and CEO

    Last quarter he was more specific: LegalZoom is the only online formation provider with its own law firm. That’s a clear reason to choose it, and AI picked it up.

    Why it matters for go-to-market. AI sends buyers to the firm with the clearest reason to choose it. A model can only repeat what’s clear and consistent about you. That’s why you start with why you win.

    What I’d ask them. What share of new customers come through AI now? Does the higher lifetime value hold as the volume grows?

    LegalZoom Q3 2026 earnings call, Nov 4, 2026. Transcript

  9. NASDAQ: BKNG · Q3 call, Nov 3

    Booking says its AI assistants double conversion while AI agents barely send it customers

    Booking Holdings CFO Ewout Steenbergen said travelers who use the company’s AI assistants at Priceline and Agoda convert at about twice the rate of those who don’t. Agoda assistant users also have average booking values about 20% higher. Booking recently launched a proactive AI travel agent that helps travelers from planning through booking and beyond.

    Asked whether personal AI agents send more referrals than the big AI platforms, Steenbergen said traffic from both is still very small. Marketing spend rose 11% to $2.6 billion, slightly faster than gross bookings. The company tied that partly to faster growth in affiliate marketing and declining organic search traffic. CEO Glenn Fogel also said regulation could slow personal AI agents in parts of the world, especially Europe.

    My notesClose

    The nugget. AI inside Booking’s own apps doubles conversion. AI outside, sending travelers in, barely registers. And organic search is shrinking. Fogel on outside agents:

    “adoption of these horizontal personal agents may be much slower”Glenn Fogel, CEO

    Why it matters for go-to-market. Booking and Expedia are saying the same thing. AI is great at helping someone who already chose you. Getting chosen happens earlier, in whatever an AI says about you before the traveler ever arrives. As organic search shrinks, the cost of being found goes up.

    What I’d ask them. What share of new customers find you through AI today? What happens to marketing cost if that share grows?

    Booking Holdings Q3 2026 earnings call, Nov 3, 2026. Transcript

  10. NASDAQ: AMZN · Q3 call, Oct 29

    Amazon says shoppers who use its AI assistant spend 50% more per order

    Amazon CEO Andy Jassy said more than 400 million customers used Alexa for Shopping, its AI shopping assistant, over the past 12 months. Interactions were up 570% year over year. U.S. customers who use it spend 50% more per order than those who don’t. In July, the figure Amazon gave was more than 40%.

    The assistant researches products, compares options, checks a year of price history and tracks deals for the shopper. Jassy said Amazon expects to work with outside AI agents, but wants its own to be the main way people shop Amazon. The company also launched an Ads Agent for advertisers and announced more than 100 new shopping assistant features ahead of the holidays.

    My notesClose

    The nugget. The 50% compares users with non-users. It doesn’t say the assistant caused the extra spend. Shoppers who ask for help may be bigger spenders to begin with. The goal behind it is clear, though:

    “the primary shopping agent customers use to shop Amazon”Andy Jassy, President and CEO

    Why it matters for go-to-market. Amazon wants to own the agent between itself and the shopper. For every brand selling there, the product page is now the pitch, and the first reader is a machine that compares, checks prices and recommends. Inconsistency used to cost a sale here and there. Now an agent repeats it at scale.

    What I’d ask them. How much of the 50% is the assistant, and how much is who uses it? What do brands get to see about how it recommends them?

    Amazon Q3 2026 earnings call, Oct 29, 2026. Call coverage

  11. NYSE: NOW · Q3 call, Oct 28

    ServiceNow shrank its sales operations team with AI and hired more sellers

    ServiceNow’s CFO, Gina Mastantuono, told investors the company’s own use of AI is now worth more than $1 billion a year. That’s more than double where it ended 2025.

    When Bernstein’s Peter Weed asked where that shows up in the front office, the answer was specific. Sales operations is down significantly. Quota-carrying sellers are up by double digits, even as total sales and marketing headcount may fall. CEO Bill McDermott said work that used to keep about 100 people in sales ops busy is now handled by AI, and every seller has an AI coach. The bar for new sellers went up, and total company headcount slightly declined.

    My notesClose

    The nugget. The savings went to people who carry a number. McDermott described the old sales ops job as

    “moving around information on e-mail”Bill McDermott, Chairman and CEO

    That’s the work that went first.

    Why it matters for go-to-market. Sales ops is where what comes back from the market gets routed to the people who act on it. Which lead goes where, when, with what context. AI inherits whatever it’s connected to. If the routing rules reflect the wrong criteria, an agent scales the wrong criteria. Faster.

    What I'd ask them. Who owns the rules the agents follow now? When one routes something wrong, who notices?

    ServiceNow Q3 2026 earnings call, Oct 28, 2026. Transcript

  12. NASDAQ: CHRW · Q3 call, Oct 28

    C.H. Robinson is repricing freight contracts faster with AI that costs it under $2 million a year to run

    C.H. Robinson CEO Dave Bozeman said the company expects AI to automate more of the quote-to-cash life cycle of a load. Michael Castagnetto, who runs its North American business, said agentic AI lets it reprice its contract portfolio much faster than it used to, and credited it with faster, more reliable service. Shipments handled per person per day rose more than 15% year over year, and average headcount fell 10.4%.

    Arun Rajan, its chief strategy and innovation officer, said the company’s annual token cost is still under $2 million on a run-rate basis. He said only a fraction of the hundreds of processes in quote-to-cash are automated so far. When Jefferies’ Stephanie Benjamin Moore asked how the company would offset inflation, management pointed to more AI agents.

    My notesClose

    The nugget. Robinson is choosing small and cheap on purpose:

    “We do not need the newest or most extensive model for every use case.”Arun Rajan, Chief Strategy and Innovation Officer

    Why it matters for go-to-market. Robinson started with the process. It calls the approach Lean AI: lean methodology first, custom AI on top. AI inherits whatever it’s connected to, and here that’s a process the company has been tightening for three years. Customers feel it as faster quotes and repricing they accept.

    What I’d ask them. Which of those hundreds of processes touch the customer directly? What does a shipper notice first?

    C.H. Robinson Q3 2026 earnings call, Oct 28, 2026. Transcript

  13. NYSE: KO · Q3 call, Oct 27

    Coca-Cola is reusing its World Cup AI and data on everyday campaigns

    Coca-Cola grew unit case volume 5% and organic revenue 7% in the third quarter, and raised its outlook. Marketing was a big part of the story. CFO John Murphy pointed to double-digit growth in above-the-line marketing investment, funded partly by productivity elsewhere in the business.

    CEO Henrique Braun said the technology, data and AI the company built for the FIFA World Cup are now showing up in campaigns like Fanta Halloween, which uses connected packaging to carry content across the path to purchase. In Q&A, management said it is turning those event investments into ongoing campaigns aimed at deeper consumer engagement and direct transactions. No AI-specific numbers.

    My notesClose

    The nugget. Coke builds capability for the big moment, then puts it to work every day after. Braun on what carried over:

    “the tech, data and AI that we used during the FIFA World Cup”Henrique Braun, CEO

    Why it matters for go-to-market. This is the learning loop done right. What worked in a big moment feeds the next campaign. That only works if what you learned gets written down somewhere. The audiences, the creative, what converted. Otherwise every campaign starts from zero.

    What I’d ask them. What did the World Cup teach you about the consumer that Fanta is now using? Who owns that knowledge between campaigns?

    Coca-Cola Q3 2026 earnings call, Oct 27, 2026. Transcript

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Notes on what companies said on their earnings calls. Not investment advice.