AI Absorption Ledger / UPWK

Upwork

UPWK · Q2 2026 · reported 2026-08-10 · revenue $192mn

Assessment

Q2 2026 is the quarter the toll side grew. Revenue fell to and GSV . Management says the AI headwinds of Q1 accelerated, as a pull-forward of erosion in the work already identified as exposed, and for the first time names another toll: AI changing search, with Google's page changes cutting new-client referrals. The 10-Q now names AI among the causes of the fall in GSV and active clients, which the Q1 filing did not.

The seller side slowed. GSV from AI-related jobs grew to an approximate annualized , against more than in Q1, and management answered with an unmeasured claim that the metric undercounts. Converted through the take rate, AI-related work earns Upwork about ; the fees lost to automation, an erosion rate on the at-risk pool the CEO points to, are , its high end held inside the reported GSV decline plus the AI-work gain. The fees lost to search are left unsized, since management credits the new-client decline to AI beside the labor market and its own strategy. Every size is the ledger's inference.

AI platforms moved from described to directional as integrations began to drive referrals, still nascent. The AI data opportunity went unmentioned. The restructuring cut the workforce by by 2026-06-30 with no saving attributed to AI, and the take rate rose to as Upwork raised fees where talent outnumbers demand: price is moving toward Upwork, not back to clients.

Sized channels against the income statement, Q2 2026

4 of 8 channels sized

Each blue mark is one channel's dollars for the quarter; a bar is the range of an estimate. Grey marks are the company's reported lines. The distance between them is the point: how large the AI channel is next to the line it sits in.

New money and old money, Q2 2026

3 new5 expanded

Each channel is tagged once for whether its money existed before language models, from the company's annual report and call at the start of the period. A bar splits one flow's sized dollars by that tag. The incremental total is the part that would not be there without the models: a new channel counts in full, an expanded one only for what AI added, a relabelled one at zero.

Paid for AI$5.6mn to $19mn sized

expanded $5.6mn to $19mn

Incremental total $0 to $19mnpoint $0$11mn in 1 channel has no traced baseline
Revenue arriving through AI$11mn to $18mn sized

new $33k to $834kexpanded $11mn to $17mn

Incremental total $33k to $5.3mnpoint $1.7mn
Cost imposed, or revenue lost, by others’ AI$2.6mn to $6.5mn sized

expanded $2.6mn to $6.5mn

Incremental total $2.6mn to $6.5mnpoint $4.3mn

The sized total counts every channel the company credits to AI, including relabelled money that existed before language models and the ledger's own estimates for it. The incremental total counts relabelled channels at zero. A flow is split by layer where its dollars sit at more than one: end use, compute sold to builders, and hardware. The same dollar can be a buyer's spend, a cloud's revenue and a chipmaker's revenue, so the layers are never added together.

Paid for AI1 channel · $5.6mn to $19mn sized · $0 to $19mn incremental

engineering

Building Upwork's AI products (Uma, agents, AI integrations)

2.9% to 9.7% of the quarter’s revenue

Incremental total: counts at zero at the point and in full at the high end, with no traced baseline.

our inferencedisclosure: described· motive: exploratory· before LLMs: expanded

Research and development excluding restructuring charges was , down on lower bonus and stock compensation and more capitalized development; the AI build is the ledger's assumed share of it, . The 10-Q now names third-party providers of AI technologies among Upwork's vendors, without a cost. The counterparty is mixed: the company's own engineering staff, and the third-party model and hosting providers behind Uma.

Evidence: 5 quotes, 9 figures, 2 confounds, 8 from before coverage

What Upwork spends building its AI products and features, mostly engineering staff in research and development, plus capitalized platform development and the model and hosting bill behind Uma, which no source splits. Research and development also carries non-AI product work.

Why this motive

Carried from Q1 2026: building AI capabilities and agent infrastructure (claim c16) with revenue still attached only to the AI-work category.

Before LLMs: expanded

Product and AI development sat in research and development at the anchor, in FY2024 and on a non-GAAP basis in Q1 2024, already building on large language models for Uma, with the Headroom and Objective AI acquisitions adding AI and machine learning staff. The AI part of the line was never split, so no pre-AI dollar baseline can be traced. The size is the whole of an activity that existed before.

“One highlight of our spring 2024 update is the launch of Uma, which stands for Upwork's Mindful AI. We're developing Uma on top of industry-leading large language models and fine-tuning it with trillions of tokens of highly relevant Upwork platform data across a range of work interactions.”
CEO, prepared remarks, earnings call, 2024-05-01
“We also have several partnerships that enable us to integrate generative artificial intelligence tools into our work marketplace aimed at improving customer experience and productivity.”
Filing, risk factors, 10-K periodic report, 2025-02-13
“At the end of last year, we acquired AI startup Headroom and deepened our bench of technical talent and leadership in this area.”
CEO, prepared remarks, earnings call, 2024-05-01
“The sequential increase in R&D also reflects the growth of our AI ML talent bench through the acquisition in Q4 of Headroom and other investments.”
CFO, prepared remarks, earnings call, 2024-05-01
“While we remain committed to ongoing innovation to further enhance our platform, including building new features with a focus on generative artificial intelligence, we expect total research and development expense to decrease in 2025.”
Filing, mdna, 10-K periodic report, 2025-02-13
“In 2024, we acquired Objective AI, Inc., which we refer to as Objective AI, an AI-native search-as-a-service platform, with the aim of further enhancing our core search and matching capabilities and enabling richer insights into client needs and talent capabilities.”
Filing, business, 10-K periodic report, 2025-02-13
“Our highly profitable business model, with gross margins over 75%, as well as the investments we're making in operational improvements like engineering, productivity, and back-office automation, mean that we can make clear and concrete commitments to growing our margins and free cash flow for the foreseeable future.”
CFO, prepared remarks, earnings call, 2024-05-01
“In October 2024, we announced the Restructuring Plan, intended to continue our profitable trajectory, increase efficiency, and accelerate innovation for our customers.”
Filing, mdna, 10-K periodic report, 2025-02-13

Figures

  • Research and development · 2026-CQ2
  • Research and development · 2025-CQ2
  • Restructuring charges in research and development · 2026-CQ2
  • Research and development excluding restructuring charges · 2026-CQ2
  • Research and development excluding restructuring charges, change year over year · 2026-CQ2
  • Restructuring and related costs · 2026-CQ2
  • Workforce reduced under the 2026 restructuring · as-of 2026-06-30
  • Internal-use software and platform development capitalized · 2026-CQ2
  • Internal-use software and platform development capitalized · 2025-CQ2

What else could explain it

  • transformation program: The 2026 restructuring cut the workforce by by 2026-06-30 and cost in the quarter; the 10-Q gives efficiency and the evolving nature of work as reasons and names no AI cause, so none of it is an AI saving.
  • line composition: Research and development also carries non-AI product work and the Lifted platform; capitalized platform development, against , sits outside the line.

Quotes

“While lower-complexity work continues to shift toward automation, we are increasingly seeing what is emerging in its place: growing demand for high-value AI talent, more complex projects, and new categories of work across SMB and Enterprise. We are on track with our enterprise strategy, staying disciplined in how we execute, and continuing to build the AI capabilities that will make Upwork essential infrastructure as work becomes increasingly human-and-agent driven.”
c16 · CEO, press release, 8-K earnings release, 2026-08-10
“We incorporate AI and machine learning technologies across our platforms, offerings, and internal operations and are making further investments in expanding our AI capabilities. In addition, GSV from AI-related work performed on the Upwork Marketplace has increased as demand for AI talent has grown in recent periods.”
c23 · Filing, risk factors, 10-Q periodic report, 2026-08-10
“To grow and maintain our business, offerings, and features, we need to continue to establish and maintain relationships with third parties, such as staffing providers, software and technology vendors, including third-party providers of AI technologies, and payment processing and disbursement providers.”
c25 · Filing, risk factors, 10-Q periodic report, 2026-08-10
“In May 2026, the Company initiated a restructuring plan, referred to as the 2026 Restructuring, intended to build a more efficient operating model and position the Company for profitable growth as the nature of work evolves. The 2026 Restructuring included various cost-reduction measures, including workforce reductions, reductions in operating expenses, as well as decreases in capital expenditures. As part of the 2026 Restructuring, the Company reduced its total workforce by approximately 20% as of June 30, 2026.”
c26 · Filing, notes, 10-Q periodic report, 2026-08-10
“Non-GAAP operating expenses reflected the early execution of our restructuring actions we announced in May, as the annualized $70 million of OpEx reduction we initiated is expected to generate approximately $40 million in realized savings in fiscal year 2026, allowing us to continuously fund our growth pillars in SMB, Enterprise, and AI while expanding operating leverage.”
c27 · CEO, prepared remarks, earnings call, 2026-08-10

By quarter

  • Q1 2026described · our inference · exploratory · $6.5mn to $22mn
  • Q2 2026described · our inference · exploratory · $5.6mn to $19mn

Revenue arriving through AI5 channels · $11mn to $18mn sized · $33k to $5.3mn incremental · 3 not sized

product ranking · cheap to verify

Uma and other AI features on the marketplace

Not sized

The 10-Q again names AI capabilities as one of several initiatives that together lifted the take rate (claim c21), and the call credits ads, Connects, dynamic pricing and Business Plus; the call does not mention Uma. Nothing separates AI’s part (the methodology rule for AI named beside another cause); marketplace revenue, , is the ceiling.

described, no sizedisclosure: described· motive: product-defensive· before LLMs: expanded

The call and release do not mention Uma; the 10-Q keeps AI capabilities, including Uma, among the initiatives that lifted the take rate to . The 10-Q again lists AI-based services among the value-added services in GSV, with no name, price, size or state of their own, so they stay inside this channel rather than split. AI is one of several initiatives with nothing to separate its part, so the channel is left unsized; the former estimate is no longer used.

Evidence: 3 quotes, 4 figures, 1 confound, 7 from before coverage

Spend that Uma, the AI work agent, and other AI features (job post drafting, candidate evaluation, an AI-native homepage) add to the marketplace by helping clients hire faster. The features are unpriced or bundled into memberships and plans; the lift lands in marketplace fees. GSV also includes AI-based value-added services, which no source sizes.

Why this motive

Carried from Q1 2026: unpriced features with no measured lift; only the 10-Q names Uma this quarter (claim c21).

Before LLMs: expanded

AI-powered recommendations and machine-learning matching and proposal ranking were in the platform at the anchor, and Uma launched on the Q1 2024 call, built on large language models; in early testing clients who used it began spending in their first month at a rate higher, and over of new customers used the Job Post Generator. The lift lands in marketplace revenue, in Q1 2024; no feature revenue was reported. The size is the change AI made, not the whole line.

“Our global work marketplace enables clients to post jobs and leverage AI-powered recommendations to efficiently connect with talent, rank proposals, and collaborate on projects. We provide a range of advanced tools designed to streamline how talent and clients work together, including our proprietary AI assistant Uma, which enhances productivity for both talent and clients.”
Filing, business, 10-K periodic report, 2025-02-13
“One highlight of our spring 2024 update is the launch of Uma, which stands for Upwork's Mindful AI. We're developing Uma on top of industry-leading large language models and fine-tuning it with trillions of tokens of highly relevant Upwork platform data across a range of work interactions.”
CEO, prepared remarks, earnings call, 2024-05-01
“Our very early testing of Uma is already showing benefits as a conversational companion for new customers. Clients who used Uma started spending on Upwork in their first month at a 7% higher rate than non-users.”
CEO, prepared remarks, earnings call, 2024-05-01
“So, you know, the Job Post Generator that we launched last year, over 70% of new customers are using that tool in order to post jobs and then, you know, get to activation.”
CFO, qa, earnings call, 2024-05-01
“Over the past several quarters, we implemented a number of initiatives that positively impacted Marketplace revenue and Marketplace take rate. These include (i) retiring the tiered service fee structure for talent working with clients on our Marketplace offering in favor of a flat fee, (ii) increasing the number of Connects needed by talent to bid on projects, (iii) deploying ads products on our work marketplace, and (iv) introducing new features, with a focus on generative artificial intelligence.”
Filing, mdna, 10-K periodic report, 2025-02-13
“We also have several partnerships that enable us to integrate generative artificial intelligence tools into our work marketplace aimed at improving customer experience and productivity.”
Filing, risk factors, 10-K periodic report, 2025-02-13
“In 2024, we acquired Objective AI, Inc., which we refer to as Objective AI, an AI-native search-as-a-service platform, with the aim of further enhancing our core search and matching capabilities and enabling richer insights into client needs and talent capabilities.”
Filing, business, 10-K periodic report, 2025-02-13

Figures

  • Marketplace revenue · 2026-CQ2
  • Marketplace revenue · 2025-CQ2
  • Marketplace take rate · 2026-CQ2
  • Marketplace take rate · 2025-CQ2

What else could explain it

  • bundling: The 10-Q credits its growth initiatives together for take rate expansion, and the call credits ads, Connects, dynamic pricing and Business Plus; no part is assigned to AI features.

Quotes

“(iv) advancing our AI capabilities and AI-native experiences, including through Uma™, our proprietary AI work agent, and other AI-driven features that enhance productivity for talent and clients across the Upwork Marketplace.”
c21 · Filing, mdna, 10-Q periodic report, 2026-08-10
“While the execution of these initiatives contributed to Marketplace take rate expansion for the three and six months ended June 30, 2026, GSV and active clients declined during these periods driven by the evolving impact of AI on certain categories of freelance work and on new client acquisition and retention, as well as macroeconomic uncertainty.”
c34 · Filing, mdna, 10-Q periodic report, 2026-08-10
“GSV also includes other client and talent value-added services, such as AI-based services, purchases of Connects, payment processing, memberships, and currency services.”
c41 · Filing, mdna, 10-Q periodic report, 2026-08-10

By quarter

  • Q1 2026described · described, no size · product-defensive
  • Q2 2026described · described, no size · product-defensive

distribution

Clients arriving through AI platforms (ChatGPT app, Claude connector, MCP server, LLM referrals)

0.02% to 0.44% of the quarter’s revenue

Incremental total: counts in full.

our inferencedisclosure: direction only· motive: channel-defensive· before LLMs: new

A step from described to directional: AI integrations are beginning to drive referral traffic, the Claude connector joined the ChatGPT app in the quarter, and the MCP server launched with the results; management still calls the channels nascent. The ledger's range, , sits under the travel peers' bound.

Evidence: 9 quotes, 2 figures, 1 confound, 1 from before coverage

Marketplace fees from clients, and from clients' AI agents, that reach Upwork through AI platforms: the Upwork app in ChatGPT, the Claude connector, the Model Context Protocol server, and referrals and mentions in answer engines.

Why this motive

Integrations, answer engine optimization and an MCP server built to be present where clients now start work (claims c6, c7, c15): channel-defensive, carried.

Before LLMs: new

The anchor reports no clients or GSV arriving from AI platforms. OpenAI was already a partner in the Partner Experts program on the Q1 2024 call, connecting its customers with freelancers, with no figure given; demand that starts inside an AI chat platform could not exist without LLMs.

“In Q1, GoDaddy, BigCommerce, and Constant Contact joined existing partners like OpenAI and ClickUp, and are now able to connect their customers directly with exactly the right freelancer on Upwork at exactly the moment they need to get work done, thus enabling greater usage of their own products.”
CEO, prepared remarks, earnings call, 2024-05-01

Figures

  • Lead over the closest peer in share of AI-based mentions and referrals (percentage points, third-party measure) · 2026-CQ2
  • Marketplace revenue · 2026-CQ2

What else could explain it

  • other: The share-of-mentions lead of is a third-party measure of visibility, not of clients or revenue; the MCP server launched with the results, after the quarter.

Quotes

“Additionally, our AI integrations are beginning to drive AI-based referral traffic and set us up for growth from these channels as OpenAI, Anthropic, and others enhance their approaches. These levers give us new paths to acquire customers in this unfolding AI and marketing landscape.”
c6 · CEO, prepared remarks, earnings call, 2026-08-10
“We've also begun tuning our acquisition approaches for new channels that we expect to scale over time, like answer engine optimization, or AEO, and LLM-based referrals. While these channels are still nascent, third-party measures show that our share of AI-based mentions and referrals is 18 percentage points higher than our closest peer.”
c7 · CEO, prepared remarks, earnings call, 2026-08-10
“AI is also changing search. Our client acquisition strategy is to diversify beyond paid and organic Google search to build a highly durable growth engine spanning emergent channels, including LLM-based search.”
c8 · CEO, prepared remarks, earnings call, 2026-08-10
“In Q2, we embedded Upwork directly into both ChatGPT and Claude, and with today's launch, Upwork Talent and Jobs are now accessible inside any AI tool that connects to our MCP. This lets both humans and their AI agents hire and collaborate with Upwork talent without leaving their own environments while giving freelancers a way to win and deliver work without leaving their preferred AI tools.”
c15 · CEO, prepared remarks, earnings call, 2026-08-10
“Following the April launch of Upwork’s app for ChatGPT, launched the Upwork Claude Connector, a new app inside Anthropic’s Claude that embeds Upwork’s marketplace at the moment businesses use AI to plan and scope work, connecting them with the experts they need as a project takes shape.”
c17 · Filing, press release, 8-K earnings release, 2026-08-10
“Launched Upwork’s Model Context Protocol (MCP) server, allowing clients and freelancers to direct AI agents to find talent, source opportunities, and help manage work on Upwork's marketplace from within the tools and workflows they already use.”
c18 · Filing, press release, 8-K earnings release, 2026-08-10
“With the proliferation of AI, we've been seeing clients trying to use AI agents to hire on Upwork for projects. We're also seeing a growing volume of clients come to Upwork to find people who can complete or fix a project they started with AI.”
c30 · CEO, prepared remarks, earnings call, 2026-08-10
“With the launch of the MCP, we really are stepping into new AI-first client acquisition strategies, which started working already with the integrations that we made in the last few months with Claude and ChatGPT. This now opens up Upwork to integrating agents and agent participants on both sides of our marketplace in a very at-scale way.”
c35 · CEO, qa, earnings call, 2026-08-10
“Maybe that is the right transition to answer your MCP question, because the reason we built this is not just to create this new demand channel, it is actually in response to seeing agents already coming to our website trying to do work on behalf of clients. This has been a fascinating phenomenon that started to grow, and previously they could not get very far because of our restrictions on agent activity.”
c36 · CEO, qa, earnings call, 2026-08-10

By quarter

  • Q1 2026described · described, no size · channel-defensive
  • Q2 2026direction only · our inference · channel-defensive · $33k to $834k

product revenue · expensive to verify

Human-supervised AI agents sold through the marketplace

Not sized

Management describes building toward a marketplace for agents (claim c14), and the launch promised for later in the year is not dated; no revenue from the product is shown in the quarter (the methodology rule for money that has not started; a product not yet launched is never sized at zero).

described, no sizedisclosure: described· motive: exploratory· before LLMs: new

Management describes building toward a marketplace where clients and their agents hire AI agents and human-agent teams, with freelancers acting as supervisors of AI tools through the MCP server; the launch promised for later in the year is not dated. The product had not launched, so the channel is left unsized; the former nil estimate is no longer used.

Evidence: 5 quotes, 1 figure, 1 from before coverage

Fees on work done by AI agents that freelancers supervise, and on specialized agents and human-agent teams hired on the marketplace, which management says keeps spend flowing through Upwork as tasks are automated. In beta and testing during coverage.

Why this motive

Carried from Q1 2026: a marketplace for agents described as being built (claim c14), with no launch or revenue reported.

Before LLMs: new

The anchor has no agent product: the Q1 2024 call describes a vision of AI and humans working together, with no product, price or revenue. A priced unit of agent work could not exist without LLMs.

“It's a key development towards realizing a much larger vision as we leverage AI to deliver an experience where customers move from idea to outcome, from dream to delivery, powered by a combination of AI and humans working effortlessly together.”
CEO, prepared remarks, earnings call, 2024-05-01

Figures

  • Marketplace revenue · 2026-CQ2

Quotes

“As agents become a bigger part of how work gets done, we are building toward a marketplace where clients and their agents can hire not just human talent, but can also hire specialized AI agents and human agent teams.”
c14 · CEO, prepared remarks, earnings call, 2026-08-10
“In Q2, we embedded Upwork directly into both ChatGPT and Claude, and with today's launch, Upwork Talent and Jobs are now accessible inside any AI tool that connects to our MCP. This lets both humans and their AI agents hire and collaborate with Upwork talent without leaving their own environments while giving freelancers a way to win and deliver work without leaving their preferred AI tools.”
c15 · CEO, prepared remarks, earnings call, 2026-08-10
“Launched Upwork’s Model Context Protocol (MCP) server, allowing clients and freelancers to direct AI agents to find talent, source opportunities, and help manage work on Upwork's marketplace from within the tools and workflows they already use.”
c18 · Filing, press release, 8-K earnings release, 2026-08-10
“With the launch of the MCP, we really are stepping into new AI-first client acquisition strategies, which started working already with the integrations that we made in the last few months with Claude and ChatGPT. This now opens up Upwork to integrating agents and agent participants on both sides of our marketplace in a very at-scale way.”
c35 · CEO, qa, earnings call, 2026-08-10
“Maybe that is the right transition to answer your MCP question, because the reason we built this is not just to create this new demand channel, it is actually in response to seeing agents already coming to our website trying to do work on behalf of clients. This has been a fascinating phenomenon that started to grow, and previously they could not get very far because of our restrictions on agent activity.”
c36 · CEO, qa, earnings call, 2026-08-10

By quarter

  • Q1 2026described · described, no size · exploratory
  • Q2 2026described · described, no size · exploratory

product revenue

AI data opportunity (work-activity data for AI developers)

Not sized

Neither the call, the release nor the 10-Q mentions the AI data opportunity this quarter, so the channel takes no reading and no estimate.

inscrutabledisclosure: not mentioned· motive: exploratory· before LLMs: new

The data opportunity described in Q1 2026, with conversations and pilots, is not mentioned in Q2. State steps from described to not-mentioned.

Evidence: 0 quotes

Revenue Upwork may earn by providing work-activity data and real-time learning environments to companies building AI agents, which management says have approached it. Conversations and pilots only during coverage.

Why this motive

Carried from Q1 2026: exploratory. Silence is not evidence about motive.

Before LLMs: new

The anchor reports no data licensing or AI training-data revenue; the payer is an AI developer, which exists because of LLMs.

By quarter

  • Q1 2026described · described, no size · exploratory
  • Q2 2026not mentioned · inscrutable · exploratory

Cost imposed, or revenue lost, by others’ AI2 channels · $2.6mn to $6.5mn sized · $2.6mn to $6.5mn incremental · 1 not sized

other · cheap to verify

Low-value freelance work automated away by clients using AI tools

1.4% to 3.4% of the quarter’s revenue

Incremental total: counts in full.

our inferencedisclosure: bounded· motive: imposed· before LLMs: expanded

Still bounded: asked whether only part of GSV is exposed, the CEO places the accelerating erosion inside the kind of of the business already identified as exposed to AI automation, a pull forward against earlier expectations; the guidance assumes a heightened pace. The net-headwind remark is not repeated. For the first time the 10-Q names AI among the causes of the fall in GSV, to , and in active clients, to . The ledger applies an erosion rate above Q1's measured one to the prior-year at-risk pool: , with the two tolls' high ends held inside .

Evidence: 13 quotes, 12 figures, 3 confounds, 4 from before coverage

Marketplace volume that clients stop buying because AI tools now do the task (simple writing, translation, design and other small jobs), and the fees on it that Upwork no longer earns. Management sizes the exposure as a share of GSV at risk, not the volume lost; the lost fees are that volume converted through the marketplace take rate. Volume only: no price conceded because of AI is described in any source.

Why this motive

A toll channel: clients choosing AI tools over freelancers is not Upwork's decision. Imposed by construction.

Before LLMs: expanded

Generative AI tools replacing traditional talent tasks, and competitors offering AI and machine-learning automated alternatives to the talent, are in the FY2024 10-K risk factors. That year the filing attributed the GSV decline to macroeconomic conditions and slower new-client acquisition, with no AI effect reported. Marketplace revenue was in FY2024 on GSV of . The size is the change AI made, not the whole line.

“Clients may decrease or cease their use of our work marketplace and our revenue may be adversely impacted for many reasons, including: if we fail to attract and retain talent; if the quality or types of services provided, or the pricing offered, by talent are not satisfactory to clients; or if generative artificial intelligence tools provide a suitable replacement for traditional talent tasks.”
Filing, risk factors, 10-K periodic report, 2025-02-13
“We also compete with companies that utilize emerging technologies and assets, such as artificial intelligence and machine learning, blockchain, augmented reality, and cryptocurrency, to provide automated alternatives to the talent on our work marketplace, connect businesses with service providers, or otherwise change the way that businesses engage or pay service providers or that service providers perform work.”
Filing, risk factors, 10-K periodic report, 2025-02-13
“The overall demand for independent talent will continue to be impacted by competition in the marketplace, technological developments (including artificial intelligence), and macroeconomic, geopolitical, legal, and regulatory conditions.”
Filing, risk factors, 10-K periodic report, 2025-02-13
“During the year ended December 31, 2024, macroeconomic conditions adversely impacted GSV, which declined 3%, compared to 2023. The number of active clients decreased 2% as of December 31, 2024 compared to December 31, 2023, driven by slower growth in acquisition of new clients.”
Filing, mdna, 10-K periodic report, 2025-02-13

Figures

  • Share of GSV the CEO places the accelerating erosion inside (the at-risk pool identified earlier) · 2026-CQ2
  • Ceiling for the two tolls together: reported GSV decline plus the AI-work gain, converted at the marketplace take rate · 2026-CQ2
  • Year-over-year increase in AI-related work GSV in the quarter, from the run rate and growth rate · 2026-CQ2
  • Gross services volume (GSV) · 2026-CQ2
  • Gross services volume (GSV) · 2025-CQ2
  • GSV change, year over year · 2026-CQ2
  • GSV growth, year over year · 2026-CQ2
  • Active clients · as-of 2026-06-30
  • Active clients · as-of 2025-06-30
  • Active clients, change year over year · as-of 2026-06-30
  • Marketplace take rate · 2026-CQ2
  • Marketplace take rate · 2025-CQ2

What else could explain it

  • other: Management and the 10-Q also name a subdued labor market and macroeconomic uncertainty, and the search toll acts on the same GSV decline; the results section of the 10-Q attributes the decline to lower client acquisition and retention without naming AI.
  • acquisition: The acquired Ascen business added Enterprise Solutions GSV, so the reported decline of understates the fall in marketplace volume.
  • mix shift: Marketplace revenue fell less than GSV, , as the take rate rose to from on ads, Connects and dynamic pricing, including higher fees where talent outnumbers client demand; price is rising, not being passed back.

Quotes

“Our industry is in a period of transition as AI is changing work and transforming our marketplace in real time. The near-term AI and macro headwinds we identified last quarter have persisted in Q2 with an acceleration in the pace of AI-related automation.”
c1 · CEO, prepared remarks, earnings call, 2026-08-10
“While AI automation shrinks demand for some types of work on our platform, AI creates new demand in other areas. This is evident in the 22% growth in GSV from AI-related jobs in Q2, as defined by jobs stating an explicit AI need. These were up 5% quarter-over-quarter to reach an approximate annualized $330 million run rate.”
c2 · CEO, prepared remarks, earnings call, 2026-08-10
“GSV was $966 million, reflecting the continued burn-off of lower-value, highly automatable work, the evolving impact of AI on new client acquisition, and a subdued labor market.”
c5 · CEO, prepared remarks, earnings call, 2026-08-10
“The trend we saw this quarter is really a continuation of last quarter, but with an acceleration in the AI automation of very low complexity work and further deterioration on Google SEO, especially notable in the non-brand channel. That is understandable given that demand for less complex work is shrinking as customers embrace AI, and this is just flowing through to our platform.”
c11 · CEO, qa, earnings call, 2026-08-10
“Active client count continues to be pressured by AI automation and search trends, labor market conditions, and our strategy to focus on client value over volume.”
c12 · CEO, prepared remarks, earnings call, 2026-08-10
“One thing that's super important here to your question about the kind of 10%, this really is an acceleration of erosion in the part of the business we had already identified as being more exposed to AI automation. It's kind of a pull forward in that activity versus what we had previously expected.”
c13 · CEO, qa, earnings call, 2026-08-10
“While lower-complexity work continues to shift toward automation, we are increasingly seeing what is emerging in its place: growing demand for high-value AI talent, more complex projects, and new categories of work across SMB and Enterprise. We are on track with our enterprise strategy, staying disciplined in how we execute, and continuing to build the AI capabilities that will make Upwork essential infrastructure as work becomes increasingly human-and-agent driven.”
c16 · CEO, press release, 8-K earnings release, 2026-08-10
“While the execution of these initiatives contributed to Marketplace take rate expansion for the three and six months ended June 30, 2026, GSV and active clients declined during these periods driven by the evolving impact of AI on certain categories of freelance work and on new client acquisition and retention, as well as macroeconomic uncertainty.”
c34 · Filing, mdna, 10-Q periodic report, 2026-08-10
“During the three and six months ended June 30, 2026, GSV decreased 4% and 2%, respectively, as compared to the same periods in 2025. The decreases for both periods were primarily driven by declines in client acquisition and retention, partially offset by growth in Enterprise Solutions driven by the acquisition of Ascen.”
c22 · Filing, mdna, 10-Q periodic report, 2026-08-10
“or if AI tools provide a suitable replacement for traditional talent tasks. Further, expenditures by clients may be cyclical and may reflect overall macroeconomic conditions or budgeting patterns. For example, GSV and active clients declined during the three and six months ended June 30, 2026, driven by the evolving impact of AI on certain categories of freelance work and on new client acquisition and retention, as well as macroeconomic uncertainty.”
c24 · Filing, risk factors, 10-Q periodic report, 2026-08-10
“For the full year 2026, we now expect revenue in the range of $730 million- $750 million. This assumes a heightened pace of AI-related automation and no improvements in the labor market.”
c28 · CEO, prepared remarks, earnings call, 2026-08-10
“The reality is, in places where the marketplace is more congested and has a lot more talent than client demand at the moment, we have the ability to do some things with pricing that are beneficial to both take rate, but also beneficial to matching and keeping the marketplace super high quality in terms of those signals.”
c29 · CEO, qa, earnings call, 2026-08-10
“I think that's yet another reason why this business is moving towards more and more insulation from AI-related risk. Not to say that freelancing is going to be highly automated, but it's just that now we can diversify how we serve customers across every type of work.”
c39 · CEO, qa, earnings call, 2026-08-10

By quarter

  • Q1 2026bounded · our inference · imposed · $1.9mn to $6.2mn
  • Q2 2026bounded · our inference · imposed · $2.6mn to $6.5mn

search discovery

New clients lost as AI changes search

Not sized

The new-client decline is credited to AI beside other causes with no split: AI automation and search trends, labor market conditions and the company’s own strategy (claim c12), and in the 10-Q the evolving impact of AI beside macroeconomic uncertainty (claim c34). The search mechanism the CEO names is Google’s page layout (claim c10). Nothing separates AI’s part (the methodology rule for AI named beside another cause); the GSV decline, , is the ceiling.

described, no sizedisclosure: direction only· motive: imposed· before LLMs: expanded

A new channel. Management says AI is changing search, Google’s page changes cut referrals to any business, the impact accelerated in Q2 and is expected to worsen; paid search is now the largest acquisition channel. No volume is given, and the decline is credited to AI beside the labor market and the company’s strategy, so the channel is left unsized with the GSV decline as the ceiling; the former decomposition is no longer used.

Evidence: 10 quotes, 9 figures, 3 confounds, 3 from before coverage

Marketplace fees lost because changes to search pages and AI answers send fewer searchers to Upwork, cutting new-client acquisition from unpaid search, and the paid acquisition bought to replace them. Management names AI as changing search and the Google layout as the mechanism.

Why this motive

A toll channel: the change to search pages is Google's decision, not Upwork's. Imposed by construction.

Before LLMs: expanded

Dependence on search engines for traffic is in the FY2024 10-K risk factors, which already name algorithm changes that cut traffic and the cost of replacing organic ranking with paid listings. Sales and marketing expense was in FY2024 and on a non-GAAP basis in Q1 2024; no unpaid-search volume or replacement cost was reported. The size is the change AI made, not the whole line.

“In addition, search engines and other channels that we utilize to drive customers to our website and mobile applications periodically change their algorithms, policies, and technologies, sometimes in ways that cause traffic to our website and mobile applications to decline.”
Filing, risk factors, 10-K periodic report, 2025-02-13
“We may also be forced to significantly increase marketing expenditures in the event that market prices for online advertising and paid listings escalate or our organic ranking decreases.”
Filing, risk factors, 10-K periodic report, 2025-02-13
“We depend in part on internet search engines and other channels to direct a significant amount of traffic to our website and mobile applications.”
Filing, risk factors, 10-K periodic report, 2025-02-13

Figures

  • Marketplace revenue · 2026-CQ2
  • Sales and marketing · 2026-CQ2
  • Sales and marketing · 2025-CQ2
  • Sales and marketing, change year over year · 2026-CQ2
  • Improvement in cost per new contract start, quarter over quarter · 2026-CQ2
  • Planned incremental marketing spend, second half of 2026, low end · 2026-H2
  • Planned incremental marketing spend, second half of 2026, high end · 2026-H2
  • Active clients, change year over year · as-of 2026-06-30
  • GSV change, year over year · 2026-CQ2

What else could explain it

  • other: The CEO says the search impact compounds a subdued labor market and AI automation of simple work; the three act on the same new-client numbers and are not separated.
  • operating leverage: Sales and marketing fell on lower personnel costs; the paid acquisition bought to replace unpaid search, an extra to of marketing, is planned for the second half and is not in the quarter.
  • other: Labor market conditions, macroeconomic uncertainty and the company’s strategy of client value over volume are named beside AI as causes of the new-client decline, with no split.

Quotes

“AI is also changing search. Our client acquisition strategy is to diversify beyond paid and organic Google search to build a highly durable growth engine spanning emergent channels, including LLM-based search.”
c8 · CEO, prepared remarks, earnings call, 2026-08-10
“Google's changes to search have dampened new customer acquisition with accelerated negative impact in Q2. Our SEO rankings have continued to step up, but the channel overall is smaller, underscoring the importance of the ongoing paid acquisition efficiencies we've been driving. Paid search has become our largest customer acquisition channel, and we have grown it in both relative and absolute size while increasing efficiency.”
c9 · CEO, prepared remarks, earnings call, 2026-08-10
“Specifically, Google has changed SEO referrals and the layout of the search page so that many fewer searches on Google result in any kind of referral to any kind of business. That is really what is weighing on new client acquisition.”
c10 · CEO, qa, earnings call, 2026-08-10
“The trend we saw this quarter is really a continuation of last quarter, but with an acceleration in the AI automation of very low complexity work and further deterioration on Google SEO, especially notable in the non-brand channel. That is understandable given that demand for less complex work is shrinking as customers embrace AI, and this is just flowing through to our platform.”
c11 · CEO, qa, earnings call, 2026-08-10
“Active client count continues to be pressured by AI automation and search trends, labor market conditions, and our strategy to focus on client value over volume.”
c12 · CEO, prepared remarks, earnings call, 2026-08-10
“GSV was $966 million, reflecting the continued burn-off of lower-value, highly automatable work, the evolving impact of AI on new client acquisition, and a subdued labor market.”
c5 · CEO, prepared remarks, earnings call, 2026-08-10
“While the execution of these initiatives contributed to Marketplace take rate expansion for the three and six months ended June 30, 2026, GSV and active clients declined during these periods driven by the evolving impact of AI on certain categories of freelance work and on new client acquisition and retention, as well as macroeconomic uncertainty.”
c34 · Filing, mdna, 10-Q periodic report, 2026-08-10
“or if AI tools provide a suitable replacement for traditional talent tasks. Further, expenditures by clients may be cyclical and may reflect overall macroeconomic conditions or budgeting patterns. For example, GSV and active clients declined during the three and six months ended June 30, 2026, driven by the evolving impact of AI on certain categories of freelance work and on new client acquisition and retention, as well as macroeconomic uncertainty.”
c24 · Filing, risk factors, 10-Q periodic report, 2026-08-10
“The good news is we have done a lot to counter this, and that includes rebuilding our marketing funnels for this new world. As I mentioned earlier, paid acquisition is really doing well for us in Q2, and that is leaving us the confidence to increase our marketing spend by approximately $5 million-$10 million incrementally in the back half of the year.”
c32 · CEO, qa, earnings call, 2026-08-10
“We started seeing these impacts accelerate in Q2, and because there is some volatility in the industry around this, our outlook is that they will continue to get worse through Q3 and Q4.”
c33 · CEO, qa, earnings call, 2026-08-10

Reported lines, year-over-year growth

Revenue −1.7%

Q2 2026. Growing slower than revenue: research and development (−2.1%), sales and marketing (−4.8%). A displaced cost shows up as a line that stays under the dashed revenue line. These are the audited lines, as first reported; nothing here is attributed to AI by the filing.

Cost of revenueResearch and developmentSales and marketingGeneral and administrativeRestructuring and related costsRevenue
-40%-20%0%20%40%Q1 2025Q2 2025Q3 2025Q4 2025Q1 2026Q2 2026Cost of revenueGeneral and administrativeRevenueResearch and developmentSales and marketing
Reported values and filings
LineQ1 2025Q2 2025Q3 2025Q4 2025Q1 2026Q2 2026
Revenue$193mn$195mn$202mn$198mn$195mn$192mn
Cost of revenue$42mn$43mn$46mn$44mn$45mn$45mn
Research and development$46mn$45mn$47mn$47mn$43mn$44mn
Sales and marketing$36mn$37mn$35mn$36mn$37mn$35mn
General and administrative$28mn$36mn$41mn$42mn$35mn$37mn
Restructuring and related costsn/an/an/an/an/a$14mn