# How Meta makes money

CXProWealth Business Lens · Meta (META) · Q3 FY2026

Read from the 10-Q for the period 2026-07-01 to 2026-09-30, filed 2026-10-22 with the SEC (accession 0001628280-26-066773): https://www.sec.gov/Archives/edgar/data/1326801/000162828026066773/

Business Lens explains how a company earns, spends and keeps its money, from its own filings. It is insight and context, never a view on the shares, a target, or advice. Figures are raw units as filed; percentages are percentage points.

## Headline figures

- Revenue: $64.6B (+26.1% on the year)
- Operating income: $13.0B (operating margin 20.1%)
- Net income: $9.9B (net margin 15.3%)
- Gross margin: 79.3%
- Free cash flow: -$1.2B (-1.8% of revenue)
- Cash conversion (operating cash flow / net income): 3.33x
- Capital expenditure: 52.5% of revenue

## Where the money goes (Q3 FY2026)

- Revenue → Total costs and expenses: $51.6B
- Total costs and expenses → Cost of revenue: $13.4B
- Total costs and expenses → Marketing and sales: $3.3B
- Total costs and expenses → Research and development: $20.1B
- Total costs and expenses → General and administrative: $14.9B
- Revenue → Income (loss) from operations: $13.0B
- Income (loss) from operations → Income before income taxes: $13.0B
- Interest and other income (expense), net → Income before income taxes: $13.0M
- Income before income taxes → Provision for income taxes: $3.1B
- Income before income taxes → Net income: $9.9B

## Where the revenue comes from

### Products and services (Revenue - Disaggregation of Revenue (Details))

| Member | Value | Share |
|---|---:|---:|
| Advertising | $63.1B | 97.6% |
| Other revenue | $1.1B | 1.7% |

The members sum to total revenue.

### Segments (Revenue - Disaggregation of Revenue (Details))

| Member | Value | Share |
|---|---:|---:|
| Family of Apps | $64.2B | 99.3% |
| Reality Labs | $443.0M | 0.7% |

The members sum to total revenue.

### Regions (Revenue - Disaggregation of Revenue (Details))

| Member | Value | Share |
|---|---:|---:|
| United States and Canada | $26.2B | 40.6% |
| Asia-Pacific | $17.0B | 26.3% |
| Europe | $14.0B | 21.7% |
| Rest of World | $7.4B | 11.4% |

The members sum to total revenue.

## Income statement, as filed

| Line | Q3 FY2026 | Of revenue |
|---|---:|---:|
| Revenue | $64.6B | 100% |
| Cost of revenue | $13.4B | 20.7% |
| Research and development | $20.1B | 31.0% |
| Marketing and sales | $3.3B | 5.2% |
| General and administrative | $14.9B | 23.0% |
| **Total costs and expenses** | $51.6B | 79.9% |
| **Income (loss) from operations** | $13.0B | 20.1% |
| Interest and other income (expense), net | $13.0M | 0.0% |
| **Income before income taxes** | $13.0B | 20.1% |
| Provision for income taxes | $3.1B | 4.9% |
| **Net income** | $9.9B | 15.3% |
| Basic (in dollars per share) | $4 | 0.0% |
| Diluted (in dollars per share) | $4 | 0.0% |
| Basic (in shares) | 2,552,000,000 |  |
| Diluted (in shares) | 2,573,000,000 |  |

## History

| Period | Revenue | Operating income | Net income | Operating cash flow | Capital expenditure | Free cash flow |
|---|---:|---:|---:|---:|---:|---:|
| FY2010 | $2.0B | $1.0B | $606.0M | $698.0M | $293.0M | $405.0M |
| FY2011 | $3.7B | $1.8B | $1.0B | $1.5B | $606.0M | $943.0M |
| FY2012 | $5.1B | $538.0M | $53.0M | $1.6B | $1.2B | $377.0M |
| FY2013 | $7.9B | $2.8B | $1.5B | $4.2B | $1.4B | $2.9B |
| FY2014 | $12.5B | $5.0B | $2.9B | $7.3B | $1.8B | $5.5B |
| FY2015 | $17.9B | $6.2B | $3.7B | $10.3B | $2.5B | $7.8B |
| FY2016 | $27.6B | $12.4B | $10.2B | $16.1B | $4.5B | $11.6B |
| FY2017 | $40.7B | $20.2B | $15.9B | $24.2B | $6.7B | $17.5B |
| FY2018 | $55.8B | $24.9B | $22.1B | $29.3B | $13.9B | $15.4B |
| FY2019 | $70.7B | $24.0B | $18.5B | $36.3B | $15.1B | $21.2B |
| FY2020 | $86.0B | $32.7B | $29.1B | $38.7B | $15.2B | $23.6B |
| FY2021 | $117.9B | $46.8B | $39.4B | $57.7B | $18.7B | $39.0B |
| FY2022 | $116.6B | $28.9B | $23.2B | $50.5B | $31.2B | $19.3B |
| FY2023 | $134.9B | $46.8B | $39.1B | $71.1B | $27.0B | $44.1B |
| FY2024 | $164.5B | $69.4B | $62.4B | $91.3B | $37.3B | $54.1B |
| FY2025 | $201.0B | $83.3B | $60.5B | $115.8B | $69.7B | $46.1B |

Latest trend (the newest full year against the year before; a reading, not a forecast):

- Revenue: +22.2% (year before +21.9%): steady
- Operating income: +20.0% (year before +48.4%): slowing
- Net income: -3.1% (year before +59.5%): slowing
- Free cash flow: -14.7% (year before +22.7%): slowing

## Operating figures stated in the filing

- Family daily active people: 3,640,000,000 people (as of 2026-09-30). "Family daily active people (DAP) was 3.64 billion on average for September 2026, an increase of 3% year-over-year." (Item 2. Management's Discussion and Analysis of Financial Condition and Results of Operations)
- Family daily active people: 3,540,000,000 people (as of 2025-09-30). "Worldwide DAP increased 3% to 3.64 billion on average during September 2026 from 3.54 billion during September 2025." (Item 2. Management's Discussion and Analysis of Financial Condition and Results of Operations)
- Family daily active people growth, year over year: 3.0% (as of 2026-09-30). "Family daily active people (DAP) was 3.64 billion on average for September 2026, an increase of 3% year-over-year." (Item 2. Management's Discussion and Analysis of Financial Condition and Results of Operations)
- Average revenue per person (quarter): $18 (as of 2026-09-30). "During the third quarter of 2026, worldwide ARPP was $17.72, an increase of 23% from the third quarter of 2025." (Item 2. Management's Discussion and Analysis of Financial Condition and Results of Operations)
- Average revenue per person (quarter): $14 (as of 2025-09-30). "ARPP: $12.29 $14.25 $12.36 $13.65 $14.46 $16.56 $15.66 $16.86 $17.72" (Item 2. Management's Discussion and Analysis of Financial Condition and Results of Operations)
- Average revenue per person growth, year over year: 23.0% (as of 2026-09-30). "During the third quarter of 2026, worldwide ARPP was $17.72, an increase of 23% from the third quarter of 2025." (Item 2. Management's Discussion and Analysis of Financial Condition and Results of Operations)
- Ad impressions growth, year over year: 10.0% (as of 2026-09-30). "Ad impressions delivered across our Family of Apps in the third quarter of 2026 increased by 10% year-over-year." (Item 2. Management's Discussion and Analysis of Financial Condition and Results of Operations)
- Ad impressions growth, year over year: 14.0% (as of 2025-09-30). "During the three and nine months ended September 30, 2026, ad impressions delivered increased by 10% and 14%, respectively, year-over-year, as compared with increases of 14% and 10%, respectively, in the same periods in 2025." (Item 2. Management's Discussion and Analysis of Financial Condition and Results of Operations)
- Average price per ad growth, year over year: 14.0% (as of 2026-09-30). "Average price per ad in the third quarter of 2026 increased by 14% year-over-year." (Item 2. Management's Discussion and Analysis of Financial Condition and Results of Operations)
- Average price per ad growth, year over year: 10.0% (as of 2025-09-30). "During the three and nine months ended September 30, 2026, the average price per ad increased by 14% and 13%, respectively, year-over-year, as compared with increases of 10% in both periods in 2025." (Item 2. Management's Discussion and Analysis of Financial Condition and Results of Operations)
- Headcount: 66,775 employees (as of 2026-09-30). "Headcount was 66,775 as of September 30, 2026, a decrease of 15% year-over-year." (Item 2. Management's Discussion and Analysis of Financial Condition and Results of Operations)
- Headcount decline, year over year: 15.0% (as of 2026-09-30). "Headcount was 66,775 as of September 30, 2026, a decrease of 15% year-over-year." (Item 2. Management's Discussion and Analysis of Financial Condition and Results of Operations)
- Engineering and technical headcount decline, year over year: 16.0% (as of 2026-09-30). "The higher employee compensation was mainly from increases in share-based compensation expense during the three and nine months ended September 30, 2026, partially offset by a 16% decrease in employee headcount in our engineering and other technical functions." (Item 2. Management's Discussion and Analysis of Financial Condition and Results of Operations)
- Marketing and sales headcount decline, year over year: 18.0% (as of 2026-09-30). "increases were partially offset by a decrease in employee compensation related to an 18% decrease in employee headcount from September 30, 2025 to September 30, 2026 in our marketing and sales functions." (Item 2. Management's Discussion and Analysis of Financial Condition and Results of Operations)

## Key insights

### A legal charge drove most of the margin drop

General and administrative costs, swollen by a legal settlement charge, took 16.14 more points of revenue, most of the 19.97-point fall in operating margin.

General and administrative expense was $14.9B, against $3.5B a year earlier, up 323.0%. Its share of revenue rose 16.14 points to 23.0%, while the operating margin fell 19.97 points to 20.1% from 40.1%. This one line accounts for 16.14 of the 19.97 points the margin lost. The filing says the increase was "mostly due to higher legal-related costs," including a charge for the August multistate attorneys general agreement on teen mental health and social media. _(from the filing)_
The other cost lines moved far less as a share of revenue. Cost of revenue took 20.69%, up 2.73 points. Research and development took 31.04%, up 1.49 points. Marketing and sales took 5.16%, down 0.39 points. _(from the filing)_
A settlement charge is not a cost of running the apps in the way servers are, so most of this quarter's margin fall is not a reading on the ad business itself. The caveat is that the legal line may not shrink back fully: part of the agreement is contingent, and other cases remain open. _(analysis)_

### Ad prices, not more users, drove the growth

Revenue per person rose 23% while daily people grew 3%, and ad prices rose 14% against 10% more impressions, reversing last year's mix.

Family daily active people averaged 3.64 billion in September, up 3% from 3.54 billion. Average revenue per person for the quarter was $17.72, up 23% from $14.46. Average price per ad rose 14% and ad impressions rose 10%; a year earlier it was the reverse, price up 10% and impressions up 14%. _(from the filing)_
The filing attributes the price gain to higher advertising demand, which it believes is "mostly due to ongoing improvements to our ad performance from our ad targeting and measurement tools." The gain came despite more impressions in regions and products, such as Reels, that monetize at lower rates. Online commerce was the largest contributor to the rise in ad revenue. _(from the filing)_
With the number of people growing in low single digits, growth now rests on what each ad is worth to the advertiser. That makes the price per ad the most direct test of whether Meta's ad systems are improving faster than privacy rules and phone platforms take data signals away. _(analysis)_

### Capital spending passed the cash the business made

Capital spending of $33.9B equaled 103.5% of operating cash flow, against 62.8% a year earlier, so free cash flow turned negative.

Capital expenditures were $33.9B in the quarter against $18.8B a year earlier, equal to 52.5% of revenue. Operating cash flow was $32.8B against $30.0B a year earlier. Free cash flow was negative $1.2B, after $13.2B in the first quarter and $1.7B in the second. In the last full year, capital spending was $69.7B against operating cash flow of $115.8B. _(from the filing)_
The filing ties the spending to servers, data centers and network infrastructure for its AI initiatives and the core business, and says it expects these investments "to continue to increase." No shares were repurchased so far this year, and the company issued new long-term notes in May. _(from the filing)_
Cash spent on equipment now returns to the income statement as depreciation over several years. Operating cash flow is still large, so the gap is a choice rather than a strain, but it shifts the question from what the capacity costs to what it will earn. _(analysis)_

### Net income rose as operating profit fell

Net income rose to $9.9B from $2.7B while operating income fell 36.8%, because a year earlier taxes took 87.5% of pre-tax income.

Income from operations was $13.0B against $20.5B. Net income was $9.9B against $2.7B, up 264.0%. The year-earlier quarter carried a tax provision of $19.0B, 87.5% of pre-tax income of $21.7B, which the filing ties to the enactment of the One Big Beautiful Bill Act. This quarter's provision was $3.1B, 24.2% of pre-tax income. _(from the filing)_
Income below the operating line also shrank. Interest and other income, net, was $13M against $1.1B a year earlier. The filing cites higher interest expense on larger long-term debt and losses on marketable equity investments. _(from the filing)_
The jump in net income says more about last year's tax charge than about this year's business. Operating income, and an operating margin of 20.1% against 40.1%, is the better guide to how the quarter went. _(analysis)_

### Competitive edge

- **The apps earn more than the whole company** Family of Apps earned $17.1B from operations, 131.8% of company operating income, a 26.7% margin even in a quarter carrying the legal charge.
- **Serving the ads takes only 20.69% of revenue** Gross margin was 79.3% even after cost of revenue grew 45.2%, so most of each extra ad dollar is left to fund research and capacity.
- **3.64 billion people use the apps each day** The Family apps reached 3.64 billion people a day, and no region supplied more than 40.6% of revenue, spreading the base widely.

### What to watch

- **The legal bill is not yet closed** Part of the attorneys general agreement is contingent and unaccrued, and a court imposed a further civil penalty after the quarter, which Meta intends to appeal.
- **Rules and platforms keep narrowing ad signals** Advertising is 97.6% of revenue, and EU rulings plus Apple and Google changes keep limiting the data that makes those ads worth paying for.
- **The AI build-out has to earn its cost** Cost of revenue grew 45.2% and research and development 32.4%, both faster than revenue's 26.1%, for AI products whose returns the filing calls uncertain.

## Operating income by segment

- Family of Apps: $17.1B (131.8% of operating income)
- Reality Labs: -$4.1B (-31.8% of operating income)

## Investor view

**Meta sold more expensive ads, yet a legal charge and its AI build-out cut the operating margin to 20.1%**

### How it makes money

Advertising is the business. Of $64.6B in quarterly revenue, $63.1B, or 97.6%, came from ads on Facebook, Instagram, Messenger and third-party apps. Marketers pay "based on the number of impressions delivered or the number of actions, such as clicks, taken by users." Family of Apps other revenue, mostly WhatsApp paid messaging and subscriptions, was $1.1B, or 1.7%. _(from the filing)_
Revenue is people times what each person is worth to advertisers. Family daily active people averaged 3.64 billion in September, up 3% from 3.54 billion a year earlier. Average revenue per person for the quarter was $17.72, against $14.46 a year earlier, up 23%. Ad revenue is the count of ads shown times the average price of each, and the filing says future ad revenue "will be driven by a combination of price and ad impressions delivered." _(from the filing)_
The apps carry the company. Family of Apps brought in $64.2B, 99.3% of revenue, and earned $17.1B from operations, a 26.7% margin on its own revenue. Reality Labs, the headsets and AI glasses unit, had $443M of revenue and an operating loss of $4.1B. The apps earned 131.8% of the company's operating income, and Reality Labs subtracted 31.8%. _(from the filing)_
Serving the ads is cheap relative to what they sell for; building the systems is not. Cost of revenue, mostly data centers, servers, network and third-party cloud, was $13.4B, leaving a gross margin of 79.3%. Research and development, $20.1B or 31.0% of revenue, is the largest cost line: engineers, share-based pay, infrastructure and, as the filing now lists, "third-party AI token costs." _(from the filing)_

### What shifted

Sales rose and operating profit fell. Revenue grew 26.1% to $64.6B, while income from operations fell 36.8% to $13.0B. Total costs and expenses grew 68.1% to $51.6B and took 79.9% of revenue, up 19.97 points, so the operating margin dropped to 20.1% from 40.1% a year earlier. Net income still rose to $9.9B from $2.7B, because the year-earlier quarter carried a tax provision of $19.0B, 87.5% of pre-tax income, which the filing ties to the enactment of the One Big Beautiful Bill Act. This quarter's rate was 24.2%. _(from the filing)_
Most of the margin drop sits in one line. General and administrative expense was $14.9B against $3.5B a year earlier, up 323.0%, and took 23.0% of revenue, up 16.14 points. The filing says the increase was "mostly due to higher legal-related costs," including a charge for the August multistate attorneys general agreement on teen mental health and social media. That one line accounts for most of the 19.97-point fall in operating margin. _(from the filing)_
Compute replaced people. Headcount was 66,775, down 15% from a year earlier, with engineering and technical staff down 16% and marketing and sales staff down 18%. Yet research and development rose 32.4% to $20.1B, and cost of revenue rose 45.2% to $13.4B, taking 20.7% of revenue, up 2.73 points. The filing names data centers, technical infrastructure, third-party cloud services, share-based compensation and third-party AI token costs as the drivers. _(from the filing)_
Growth came more from price than from volume. Average price per ad rose 14% and ad impressions rose 10%; a year earlier it was the reverse, price up 10% and impressions up 14%. The filing attributes the price gain to advertising demand it believes is "mostly due to ongoing improvements to our ad performance from our ad targeting and measurement tools," partly offset by more impressions in regions and products, such as Reels, that monetize at lower rates. _(from the filing)_
Spending on capacity passed the cash the business made. Capital expenditures were $33.9B in the quarter against $18.8B a year earlier, equal to 52.5% of revenue. Operating cash flow was $32.8B, so capital spending equaled 103.5% of operating cash flow and free cash flow was negative $1.2B. Free cash flow had been $13.2B in the first quarter and $1.7B in the second. _(from the filing)_

### Risks in the filing

Almost all revenue rests on marketers who can leave at any time. The filing says "our marketers do not have long-term advertising commitments with us," and many spend only a small part of their budgets with Meta. They cut spending if ads do not earn a competitive return, and spending is also exposed to tariffs, inflation, interest rates and conflicts, including in the Middle East. _(from the filing)_
The data behind the ads is under pressure from two directions. Privacy and competition rules, including the GDPR, the Digital Markets Act and U.S. state privacy laws, limit how user signals can be used, and the European Commission has ruled that the "subscription for no ads" model does not comply, a decision Meta is appealing. Apple and Google control the phone platforms and browsers, and their changes have already reduced how well ads can be targeted and measured. _(from the filing)_
The AI program may not pay back. The company says it has "significantly increased our infrastructure investments" for AI and expects them to keep rising. It depends on processing hardware, network capacity, computing power and energy whose availability and pricing it does not control, and it has taken on new obligations, including commitments under the Accord on Super Intelligence signed with the U.S. government. Reality Labs is named as a separate long-term bet that may not succeed. _(from the filing)_
Youth safety is now a litigation and regulation risk on several fronts: trials and verdicts in cases brought by users, school districts and state attorneys general, mass arbitration demands, European Digital Services Act proceedings on minors, and a growing number of laws that limit services to younger users. The filing also names competition from other products, especially among younger users, and the founder's majority voting control through the dual-class share structure. _(from the filing)_
Two of these risks are already in the income statement. Legal costs turned general and administrative expense from a minor line into one of the largest, and the infrastructure the AI risk describes shows up as cost of revenue and research and development growing faster than revenue. The signal-loss and marketer risks do not show this quarter: ad prices rose. That makes the price per ad the place they would appear first. _(analysis)_

## Founder view: mechanisms

### Ad results set the price

Meta sells ads through an auction, so the price per ad is set by what advertisers expect each ad to return. When targeting and measurement improve, advertisers bid more for the same slot, and revenue rises without showing more ads or adding users. The product being sold is not attention alone but measured outcomes, which is why revenue per person can grow much faster than the number of people. _(analysis)_

### Compute in place of headcount

Meta is shifting the cost of building products from people to machines. It cut staff while research and development kept growing, because more of the work runs on servers, cloud capacity and AI models, paid for as depreciation and token costs rather than salaries. The bet is that compute scales output more cheaply than hiring does. _(analysis)_

### One engine funds the long bets

The apps generate the profit that pays for Reality Labs, a hardware and interface research unit whose products the company says may only be fully realized in the next decade. Meta can run a large, loss-making research line for years because the core business absorbs it and the company still reports a profit. _(analysis)_

### Building capacity ahead of demand

Meta is buying computing capacity before the revenue that will use it exists. Servers, data centers and long-term cloud and energy contracts are committed years ahead, so that capacity is not the constraint if AI products and better ad models take off. The cost is that cash goes out now and comes back, if it does, over the life of the equipment. _(analysis)_

## Member research

Signed-in members read, on the page: what Meta's numbers depend on from here, and the playbook behind each mechanism (what needs scale, what transfers, how to test it, the metric that would show it).

## Sources

- Meta 10-Q for the period to 2026-09-30: https://www.sec.gov/Archives/edgar/data/1326801/000162828026066773/ (2026-10-22)

Methodology business-lens-1.0 · schema 1.2.0 · run business-lens-2026-11-02 · as of 2026-11-02