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    Shweta KhajuriaWolfe Research, LLC

    Shweta Khajuria's questions to Maplebear Inc (CART) leadership

    Shweta Khajuria's questions to Maplebear Inc (CART) leadership • Q2 2025

    Question

    Shweta Khajuria from Wolfe Research asked about Instacart's advertising strategy, specifically how the company thinks about on-platform versus off-platform advertising and their expected contributions to the business.

    Answer

    CEO & Chair Fidji Simo articulated the vision of becoming a one-stop shop for CPG brands by offering unparalleled scale and performance. She explained that Instacart's strategy is to operate as a single, unified network that includes its marketplace, over 240 Carrot Ads retail partners, and off-site partnerships. By offering tools like universal campaigns, Instacart allows advertisers to optimize their spend across the entire network, positioning itself as the key aggregator for an industry that values efficiency and reach.

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    Shweta Khajuria's questions to Maplebear Inc (CART) leadership • Q1 2025

    Question

    Shweta Khajuria asked how advertisers perceive Instacart's platform—specifically, if it is considered a bottom-of-funnel, performance-based spend—and whether this positioning provides confidence amid macro uncertainty.

    Answer

    CEO Fidji Simo confirmed that advertisers view Instacart as a high-performance platform with strong, measurable ROAS. She expressed confidence that this positioning is advantageous, as advertisers tend to focus their budgets on performance-driven channels during uncertain times. While acknowledging some brand caution around macro factors, she stated it was not widespread and that Instacart's ability to deliver performance at scale makes it a well-positioned partner.

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    Shweta Khajuria's questions to Maplebear Inc (CART) leadership • Q4 2024

    Question

    Shweta Khajuria asked for the top two or three key investment areas, excluding macro factors, that Instacart is focused on to drive advertising revenue growth.

    Answer

    CEO Fidji Simo detailed four key pillars for ad growth: 1) Performance, by delivering best-in-class ROAS; 2) Scale, through their own marketplace and the Carrot Ads network; 3) Diversification, by attracting more emerging brands; and 4) Innovation, by launching new ad formats like sponsored recipes and AI-powered landing pages.

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    Shweta Khajuria's questions to Maplebear Inc (CART) leadership • Q3 2024

    Question

    Shweta Khajuria asked about the adoption rate of key services like EBT SNAP and pickup among Instacart's top 20 retailers, and also inquired about the current state and future potential of price parity.

    Answer

    CEO Fidji Simo explained that while specific adoption rates aren't disclosed, all top retailers use many of these services, tailored to their individual strategies. On price parity, she noted a shift from a binary decision to a more sophisticated, granular approach. Retailers now use tools like Eversight to optimize pricing on specific items, categories, or promotions, such as Kroger's weekly flyers, to drive value and competitiveness.

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    Shweta Khajuria's questions to Peloton Interactive Inc (PTON) leadership

    Shweta Khajuria's questions to Peloton Interactive Inc (PTON) leadership • Q4 2025

    Question

    Shweta Khajuria asked about Peloton's strategic evolution into a broader wellness company, potential subscription tiering, and how it plans to address its premium price point to grow its TAM, including the role of Fitness-as-a-Service and refurbished equipment.

    Answer

    President & CEO Peter Stern confirmed the strategic shift to wellness but emphasized that cardio will remain the foundation. He noted that existing app tiers already serve as gateways to the full membership. To expand the TAM, he stressed the importance of reigniting innovation and confirmed the company's commitment to its refurbished equipment program and the secondary market as key strategies to provide lower-priced entry points for its premium hardware.

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    Shweta Khajuria's questions to Peloton Interactive Inc (PTON) leadership • Q2 2025

    Question

    Shweta Khajuria asked for an update on Peloton's deleveraging plan, its tangible benefits, and the potential P&L impact from tariffs.

    Answer

    CFO Liz Coddington explained that strong free cash flow has enabled significant deleveraging, reducing the net leverage ratio from 7x to 2.7x QoQ. A tangible benefit is an estimated $5 million in annualized interest expense savings. CEO Peter Stern and CFO Liz Coddington clarified that the tariff risk is minimal, with no Peloton-branded hardware subject to China tariffs and an unmitigated impact of less than 1% of Connected Fitness COGS from other potential tariffs.

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    Shweta Khajuria's questions to Peloton Interactive Inc (PTON) leadership • Q1 2025

    Question

    Shweta Khajuria asked about the decision-making process for selecting Peter Stern as the new CEO and what specific qualities made him stand out among other candidates.

    Answer

    Interim Co-CEO Karen Boone highlighted Peter Stern's extensive experience across hardware, software, and content, his track record of driving growth through innovation, and his personal passion for Peloton as a long-time member. Interim Co-CEO Chris Bruzzo added that Stern is thoughtful, appreciates Peloton's history, and is excited to lead its next chapter.

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    Shweta Khajuria's questions to Duolingo Inc (DUOL) leadership

    Shweta Khajuria's questions to Duolingo Inc (DUOL) leadership • Q2 2025

    Question

    Shweta Khajuria of Wolfe Research asked about the product experience of Duolingo's voice features compared to other AI translation apps and inquired about app download trends. She also followed up on DAU engagement, asking how trends in the US compared to other geographies.

    Answer

    CEO Luis von Ahn differentiated Duolingo by stating its focus is on teaching, not just translation, and expressed confidence in the 'video call' offering for that purpose. Both he and CFO Matt Skaruppa noted they do not track app download trends. Regarding geographic DAU trends, von Ahn explained that US growth has been below the company average, which he attributed to a historical lack of marketing spend in the expensive US market. He announced plans to begin spending small amounts on marketing in the US, similar to a strategy that successfully re-accelerated growth in Mexico.

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    Shweta Khajuria's questions to Duolingo Inc (DUOL) leadership • Q2 2025

    Question

    Shweta Khajuria from Wolfe Research asked how Duolingo's voice experience compares to other AI translation apps, inquired about app download trends, and sought details on DAU engagement trends across different geographies, particularly the U.S.

    Answer

    CEO Luis von Ahn differentiated Duolingo's product as a teaching tool, not just a translator, and stated he and the CFO do not track app download trends. Regarding geography, von Ahn explained that U.S. DAU growth has slowed, which he attributes to a historical lack of marketing spend in the country. He compared this to Mexico, where initiating a small marketing spend significantly accelerated growth, suggesting a similar strategy will be tested in the U.S.

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    Shweta Khajuria's questions to Duolingo Inc (DUOL) leadership • Q3 2024

    Question

    Shweta Khajuria asked for an update on the marketing manager strategy in France and Korea and inquired about trends in social media ad pricing and marketing ROI.

    Answer

    CEO Luis von Ahn Arellano reported that the marketing manager initiative is tracking well in France and is too new to judge in Korea, with plans to expand to Italy and Turkey. He clarified that since their renowned social media presence is almost entirely organic, they are not significantly impacted by shifts in social media ad pricing, as their paid performance marketing spend is minimal.

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    Shweta Khajuria's questions to DoorDash Inc (DASH) leadership

    Shweta Khajuria's questions to DoorDash Inc (DASH) leadership • Q2 2025

    Question

    Shweta Khajuria asked about the specific drivers behind the acceleration in U.S. Marketplace orders and the strategy for scaling the advertising business following the Symbiosis acquisition.

    Answer

    CEO & Chair Tony Xu explained that recent growth is the result of product, selection, and quality improvements made over the past couple of years. Regarding advertising, he emphasized that the primary focus remains on the consumer experience, which in turn enables a successful ad business. The Symbiosis acquisition allows DoorDash to act as a marketing agent for merchants, spending ad dollars off-platform effectively. CFO Ravi Inukonda clarified that the ad business continues to be operated with discipline, focusing on merchant ROAS and consumer conversion.

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    Shweta Khajuria's questions to DoorDash Inc (DASH) leadership • Q1 2025

    Question

    Shweta Khajuria inquired about the international competitive landscape, including combined market share with Wolt and Deliveroo, European market growth, and Deliveroo's unit economics. She also asked about the potential impact of tariffs on DoorDash's pricing strategy for the year.

    Answer

    CEO Tony Xu explained that the potential Deliveroo acquisition adds scale in Europe, laying the foundation for new local commerce products and unlocking greater profit pools. He stated that the company is not currently seeing any effects from tariffs and believes food delivery is a resilient category, noting DoorDash will continue to focus on selection, affordability, and quality.

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    Shweta Khajuria's questions to DoorDash Inc (DASH) leadership • Q4 2024

    Question

    Shweta Khajuria inquired about the key drivers for contribution profit margin upside in international markets and asked for management's strategic goalposts for 2025 and 2026, particularly concerning investment priorities.

    Answer

    CFO Ravi Inukonda explained that the company optimizes for absolute profit dollars rather than a specific margin percentage, noting the international portfolio is gross profit positive and scaling. CEO Tony Xu added that the investment philosophy for the coming years remains consistent: invest in areas with proven product-market fit and a clear path to monetization across their five main business lines.

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    Shweta Khajuria's questions to DoorDash Inc (DASH) leadership • Q3 2024

    Question

    Shweta Khajuria asked for a rank-ordering of take rate drivers like ads and platform efficiencies in the near-to-midterm. She also inquired about the long-term goal for grocery price parity with in-store prices.

    Answer

    CFO Ravi Inukonda stated that revenue growth is outpacing GOV growth, driven by advertising and efficiencies in Dasher-related costs. He noted that in Q3, ads and Dasher cost leverage were the primary drivers but cautioned against linear expectations. CEO Tony Xu addressed grocery pricing by stating the goal is a combination of order accuracy, competitive prices (with some partners already at parity), and superior convenience.

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    Shweta Khajuria's questions to Match Group Inc (MTCH) leadership

    Shweta Khajuria's questions to Match Group Inc (MTCH) leadership • Q2 2025

    Question

    Shweta Khajuria requested context on the expected improvement trajectory for key engagement metrics and more color on the marketing spend reinvestment strategy for Tinder and Hinge.

    Answer

    CEO Spencer Rascoff described the turnaround as being in the early stages, focusing first on shipping product and then driving user reconsideration. CFO Stephen Bailey detailed the $50 million reinvestment plan, allocating it in thirds: one-third to Tinder product tests, one-third to marketing for Tinder and Hinge product launches, and one-third to geographic expansion and new ventures like Archer and Her.

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    Shweta Khajuria's questions to Match Group Inc (MTCH) leadership • Q1 2025

    Question

    Shweta Khajuria asked about the potential impact of app store changes, whether Match Group is testing alternative payment routes, and for details on potential pricing changes if macroeconomic conditions worsen.

    Answer

    CFO Steven Bailey stated that the company is encouraged by the Apple vs. Epic ruling and is already testing web payment options and discounted offers on the web across most U.S. brands. He noted that shifting just 10% of App Store purchases to the web could save approximately $25 million in fees. Regarding macro weakness, he confirmed the business is historically resilient but has seen some recent weakness in Tinder's a la carte revenue. If trends persist, the company is prepared to offer lower-priced bundles, similar to actions taken in the past.

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    Shweta Khajuria's questions to Match Group Inc (MTCH) leadership • Q4 2024

    Question

    Shweta Khajuria asked which specific Tinder initiatives are expected to be the biggest drivers in lessening declines and what key performance indicators (KPIs) are being tracked to measure progress.

    Answer

    President and CFO Gary Swidler responded that improvement will come from multiple initiatives across three pillars: a cleaner ecosystem, better user outcomes, and making dating fun. He highlighted a new AI-driven matching feature as particularly exciting and directed investors to the Investor Day presentation for detailed KPIs, giving examples like adoption rates and quality match improvements.

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    Shweta Khajuria's questions to Match Group Inc (MTCH) leadership • Q3 2024

    Question

    Shweta Khajuria asked about Tinder's brand perception trends and future plans for improvement, particularly with Gen Z and women, and also inquired about the timing and rationale for the CFO transition.

    Answer

    CEO Bernard Kim affirmed the focus on Gen Z and women through product initiatives and targeted marketing, while maintaining spending discipline. Regarding the CFO change, he highlighted incoming CFO Steve Bailey's 12 years of experience at the company and noted the transition has been in planning for a while.

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    Shweta Khajuria's questions to eBay Inc (EBAY) leadership

    Shweta Khajuria's questions to eBay Inc (EBAY) leadership • Q2 2025

    Question

    Shweta Khajuria of Wolfe Research inquired about the durability of advertising revenue growth and its key drivers. She also asked if the combination of focus categories, horizontal initiatives, and improving core GMV could push growth above mid-single digits long-term.

    Answer

    President & CEO Jamie Iannone confirmed a long runway for ads growth, which grew 17% in Q2, citing drivers like adoption, penetration, and new products, with a medium-term goal of at least 3% of GMV. He affirmed that the combination of focus categories, horizontal initiatives, and geo-specific investments are the key drivers that will propel the business forward.

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    Shweta Khajuria's questions to eBay Inc (EBAY) leadership • Q1 2025

    Question

    Shweta Khajuria from Wolfe Research asked for an assessment of consumer health across geographies and whether eBay should consider more aggressive marketing spend to gain share.

    Answer

    CFO Stephen Priest characterized the macro environment as uncertain, noting that U.S. demand remains more resilient than in Europe. He pointed to depressed consumer confidence in the U.K. and Germany due to inflation and geopolitical concerns. On marketing, Priest stated that the company believes it has the right balance, effectively using its spend to drive efficiencies and invest for long-term growth.

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    Shweta Khajuria's questions to Pinterest Inc (PINS) leadership

    Shweta Khajuria's questions to Pinterest Inc (PINS) leadership • Q1 2025

    Question

    Shweta Khajuria requested an update on Pinterest's strategy for third-party ad demand, referencing recent press reports about testing new partners.

    Answer

    CEO Bill Ready clarified that the strategy is unchanged: first-party demand remains primary, with third-party demand serving as a complement. He confirmed ongoing testing and announced Magnite as the next partner to help aggregate smaller demand sources, framing it as a steady, long-term build rather than an immediate revenue driver.

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    Shweta Khajuria's questions to Pinterest Inc (PINS) leadership • Q4 2024

    Question

    Shweta Khajuria from Wolfe Research asked about the expected contribution from Pinterest's various ad product innovations over the next one to three years and which ones management is most excited about.

    Answer

    CEO Bill Ready stated that recent innovations like Direct Links and Performance+ have compounding effects over multiple years, not one-off impacts. He emphasized that Performance+ is in the early stages of a multiyear adoption cycle, similar to what other platforms have experienced. He highlighted early results showing a 20% CPA improvement for advertisers and noted that more of the opportunity from these products is still ahead.

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    Shweta Khajuria's questions to Pinterest Inc (PINS) leadership • Q3 2024

    Question

    Shweta Khajuria inquired about the optimal or normal level for ad load on Pinterest and how the company balances increasing ad load with maintaining a positive user experience.

    Answer

    CEO Bill Ready stated that Pinterest is still at a fraction of its potential monetization per unit of intent and has significant headroom for ad load growth. He explained that the key is relevance; as AI improves ad relevance—which has doubled in search over two years—ads become synergistic with engagement. Features like whole-page optimization dynamically increase ad load in high-commercial-intent moments, enhancing the user's shopping journey rather than disrupting it.

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    Shweta Khajuria's questions to Uber Technologies Inc (UBER) leadership

    Shweta Khajuria's questions to Uber Technologies Inc (UBER) leadership • Q1 2025

    Question

    Shweta Khajuria requested details on Uber's affordability efforts within the Delivery segment and asked for commentary on the competitive landscape and consolidation trends in the European market.

    Answer

    CEO Dara Khosrowshahi highlighted two key affordability drivers: the Uber One membership program, which now has 30 million members and over 60% penetration in delivery, and the increasing use of merchant-funded offers. Regarding Europe, he noted Uber's organic success, such as reaching the #1 position in the U.K. for Eats, and pointed to strong performance in France and Germany as reasons why competitor consolidation in the region is expected.

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    Shweta Khajuria's questions to Roblox Corp (RBLX) leadership

    Shweta Khajuria's questions to Roblox Corp (RBLX) leadership • Q1 2025

    Question

    Shweta Khajuria asked for clarity on the expected rate of margin improvement through the year and inquired about the tangible benefits being seen from AI-powered tools for developers.

    Answer

    CFO Mike Guthrie noted the dramatic margin outperformance in recent quarters and guided that while such a high rate of improvement won't continue, cash flow growth will exceed bookings growth. He directed analysts to the full-year guidance for implied back-half rates. CEO David Baszucki described AI as a 'human acceleration tool' for creators, leading to higher quality and output, with a long-term vision for full 3D scene and '4D' interactive asset generation.

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    Shweta Khajuria's questions to ETSY Inc (ETSY) leadership

    Shweta Khajuria's questions to ETSY Inc (ETSY) leadership • Q1 2025

    Question

    Shweta Khajuria asked for an update on the full-year GMS outlook and whether the Q2 EBITDA margin guidance reflects increased marketing spend on social media, potentially due to APAC-based advertisers pulling back.

    Answer

    CFO Lanny Baker stated that Etsy is encouraged about improving GMS growth over the year as product and marketing initiatives stack, assuming the macro environment remains consistent. CEO Josh Silverman added that while Etsy is leaning more into paid social media, they have not seen a decrease in ad costs, as their primary competitors for ad placements are large U.S. retailers, not just international players.

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    Shweta Khajuria's questions to ETSY Inc (ETSY) leadership • Q3 2024

    Question

    On behalf of Shweta Khajuria from Wolfe Research, LLC, a representative asked about the drivers behind the take rate upside in Q3 and Q4 guidance, and how to think about future initiatives.

    Answer

    CEO Josh Silverman emphasized that the significant take rate gains were achieved without negatively impacting seller margins. He cited improved Etsy Ads performance, higher Etsy Payments penetration, and the new seller onboarding fee as key drivers. CFO Rachel Glaser added that the 2024 gains will annualize into 2025 and that higher performance marketing spend drives more Offsite Ads (OSA) revenue.

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    Shweta Khajuria's questions to Magnite Inc (MGNI) leadership

    Shweta Khajuria's questions to Magnite Inc (MGNI) leadership • Q4 2024

    Question

    Shweta Khajuria requested clarification on the economics of The Trade Desk's OpenPath, the drivers behind Q4's CPM pressure and the subsequent rebound, and asked for more detail on the incrementality from new partnerships factored into the 2025 guidance.

    Answer

    CEO Michael Barrett explained that publishers using OpenPath are charged a fee by The Trade Desk, making it an economic "swap out" with Magnite's fees, resulting in unchanged costs for the publisher. CFO David Day attributed the Q4 CPM pressure to a post-election demand drop, with a strong rebound in January and February providing confidence. Regarding guidance, Day noted they are conservative on new deal timing and that incremental revenue flows through to EBITDA at a high rate.

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    Shweta Khajuria's questions to Yelp Inc (YELP) leadership

    Shweta Khajuria's questions to Yelp Inc (YELP) leadership • Q4 2024

    Question

    Shweta Khajuria requested specifics on the revenue contribution from the RepairPal acquisition factored into the Q1 and full-year 2025 guidance, and also asked about any quantifiable impacts from recent L.A. fires or the leap day on the Q1 outlook.

    Answer

    CFO David Schwarzbach stated that Yelp does not plan to break out RepairPal's financial contribution separately but confirmed it is included in the guidance, noting the acquisition is key to accelerating growth in auto services. He also clarified that the L.A. fires had a minimal impact on the business in January.

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    Shweta Khajuria's questions to Yelp Inc (YELP) leadership • Q3 2024

    Question

    Shweta Khajuria from Wolfe Research asked for details on the updated full-year guidance, particularly the expense discipline driving higher EBITDA, and inquired about recent performance in paid search and top-of-funnel growth for Request-A-Quote.

    Answer

    CFO David Schwarzbach attributed the higher EBITDA guidance to disciplined expense management, including holding headcount flat and reducing paid search spend from previously planned levels. CEO Jeremy Stoppelman noted that while paid search successfully drove top-of-funnel project volume, it didn't sufficiently change advertiser behavior to warrant the investment level, leading to the reduction in spend.

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    Shweta Khajuria's questions to Lyft Inc (LYFT) leadership

    Shweta Khajuria's questions to Lyft Inc (LYFT) leadership • Q4 2024

    Question

    Shweta Khajuria of Wolfe Research asked for commentary on the expected contribution from the Price Lock feature and requested quantification of advertising revenue for 2024 and the outlook for 2025.

    Answer

    CFO Erin Brewer stated that the Lyft Media business exited Q4 2024 at an annualized gross bookings run rate of approximately $50 million and is expected to exit Q4 2025 at a $100 million run rate. CEO David Risher added that while not providing specific financials for Price Lock, the feature has delivered 1.6 million rides, which are believed to be largely incremental, and has recently expanded to 24/7 coverage.

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    Shweta Khajuria's questions to Lyft Inc (LYFT) leadership • Q3 2024

    Question

    Shweta Khajuria inquired about consumer sentiment and spending resiliency observed in the quarter and asked for the near-to-midterm outlook on revenue margin trajectory.

    Answer

    CEO David Risher noted strong consumer sentiment, citing growth in both commute and discretionary 'party time' use cases, with Halloween rides hitting an all-time high. CFO Erin Brewer explained that recent revenue margin trends reflect incentive efficiencies and a mix impact from the bikes and scooters business, which accounted for about 2.5 points of margin in Q3.

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    Shweta Khajuria's questions to Snap Inc (SNAP) leadership

    Shweta Khajuria's questions to Snap Inc (SNAP) leadership • Q4 2024

    Question

    Shweta Khajuria of Wolfe Research posed two questions: first, on the overall demand environment across both brand and direct-response (DR) advertising, including any notable trends in specific verticals; and second, on how Snap plans to realize efficiency gains in its compute costs over the next few years.

    Answer

    CFO Derek Andersen addressed both questions. On demand, he noted that performance is strongest in verticals with established product-market fit, such as retail and CPG for Pixel Purchase Optimization, and gaming and financial services for app-based optimizations. On compute costs, he explained that long-term efficiency gains come from rapid innovation followed by code and SKU optimization, as well as improved pricing from cloud partners due to Snap's increasing scale.

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    Shweta Khajuria's questions to Snap Inc (SNAP) leadership • Q3 2024

    Question

    Shweta Khajuria asked what gives management the most confidence in their ability to deliver advertising revenue growth that outpaces the broader digital ad market, given their various product initiatives.

    Answer

    CFO Derek Andersen outlined a multi-layered strategy focused on the lower-funnel DR business and the SMB customer segment. Key drivers include enhancing ML and AI for ad personalization, harvesting more privacy-safe signals, and improving the SMB onboarding experience with tools like Snap Promote and easier Cappy integrations. He stated the execution roadmap is very clear.

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    Shweta Khajuria's questions to Chewy Inc (CHWY) leadership

    Shweta Khajuria's questions to Chewy Inc (CHWY) leadership • Q3 2024

    Question

    Shweta Khajuria asked for insight into which marketing channels have been particularly effective for Chewy recently. She also inquired about business trends observed quarter-to-date through October and November.

    Answer

    CEO Sumit Singh attributed marketing success to a holistic, full-funnel approach targeting expanded audiences rather than specific channels. He confirmed that quarter-to-date performance was strong, with the Cyber Week holiday event being highly successful and driving some of the largest net sales days in Chewy's history, which contributed to the company raising its full-year guidance. Executive David Reeder also highlighted the value of organic brand-building programs like 'Chewy Claus'.

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    Shweta Khajuria's questions to Chewy Inc (CHWY) leadership • Q1 2025

    Question

    Shweta Khajuria of Wolfe Research, LLC asked about the Chewy Vet Care (CVC) initiative, focusing on its potential for demand generation and the company's expansion plans over the next one to three years.

    Answer

    CFO David Reeder described a measured rollout, with plans to end 2025 with a clinic count in the high teens. He emphasized that CVC is performing well, attracting more new-to-Chewy customers than modeled, with about half making a purchase on chewy.com within 30 days. CEO Sumit Singh positioned CVC as a key part of Chewy's defensible ecosystem, expanding the company's total addressable market into services, software, and data.

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    Shweta Khajuria's questions to Chewy Inc (CHWY) leadership • Q1 2025

    Question

    Shweta Khajuria of Wolfe Research LLC inquired about the Chewy Vet Care (CVC) opportunity, focusing on its potential for demand generation and the company's expansion plans for the next one to three years.

    Answer

    CFO David Reeder described a measured rollout, with plans to open 8-10 new clinics in fiscal 2025. He highlighted that new customer acquisition at clinics is exceeding models, with about half of these new customers purchasing from chewy.com within 30 days. CEO Sumit Singh added that CVC is an 'ecosystem moat' that expands the total addressable market into areas like telehealth, insurance, and software, enhancing long-term customer engagement.

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    Shweta Khajuria's questions to Trade Desk Inc (TTD) leadership

    Shweta Khajuria's questions to Trade Desk Inc (TTD) leadership • Q3 2024

    Question

    Shweta Khajuria asked for a rank-ordering of the key growth drivers for CTV over the next 2-5 years and inquired about the competitive evolution of Amazon as a DSP.

    Answer

    CEO Jeff Green emphasized that the fragmentation of CTV makes a walled garden approach unviable, forcing premium content owners to use auctions to maximize value. He identified key drivers as global expansion, the establishment of UID2 as the CTV currency, and the shift from inventory scarcity to a focus on quality and data-driven differentiation. Regarding Amazon, Green argued that its conflict of interest as both a content owner and platform puts it at a significant disadvantage in CTV compared to TTD's objective, buy-side-only model.

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