META · Forward model · Business AI · Bear case
What has to happen in Business AI
Model as of
This page changes Business AI inside the complete META model. Every other vertical, corporate programme and valuation assumption stays in the selected portfolio case.
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Business AI
Basis quarter$0
Final quarter$1.39B
Final revenue mix2%
Selling AI to businesses rather than selling their ads: agents that answer, sell and support inside WhatsApp, Messenger and Instagram, priced per business rather than per impression. Zuckerberg called it 'entirely new enterprise opportunities' on the Q2 2026 call. It earns nothing today and Meta reports nothing for it, so it starts from zero here.
Last four quarters
2025 Q3
$0
Reported
2025 Q4
$0
Reported
2026 Q1
$0
Reported
2026 Q2
$0
Reported
Business agents in WhatsApp / Messenger / InstagramAgent API and per-seat business toolingPaid AI features for advertisers beyond the ad auction
Subscribers
1.0M
0.5% of a 200.0M addressable base
1M paying businesses when the line opens in 2027 Q1 - half a percent of the businesses on the apps.
Addressable subscribers
200.0M
the S-curve ceiling
200M businesses use Meta's apps, the number Meta itself has published. Paying is the open question.
Net adds
0/qtr
ramping toward 0/qtr, throttled as the base approaches the TAM
Net-add ceiling
0/qtr
what supply can deliver at full rate
ARPU
$60.00/mo
drifting +0.5% per quarter, floor $20.00
$60 a month per paying business, priced against small business software rather than enterprise AI.
Non-subscriber revenue
$0/qtr
growing 0.0% per quarter
Zero. There is no non-subscriber book here until Meta discloses one.
Business AI
Latest: $1.39B (2031Q2E)
| Period | Value |
|---|---|
| 2025Q1 | $0.00 |
| 2025Q2 | $0.00 |
| 2025Q3 | $0.00 |
| 2025Q4 | $0.00 |
| 2026Q1 | $0.00 |
| 2026Q2 | $0.00 |
| 2026Q3E | $0.00 |
| 2026Q4E | $0.00 |
| 2027Q1E | $342M |
| 2027Q2E | $500M |
| 2027Q3E | $640M |
| 2027Q4E | $763M |
| 2028Q1E | $872M |
| 2028Q2E | $966M |
| 2028Q3E | $1.05B |
| 2028Q4E | $1.12B |
| 2029Q1E | $1.18B |
| 2029Q2E | $1.23B |
| 2029Q3E | $1.27B |
| 2029Q4E | $1.31B |
| 2030Q1E | $1.34B |
| 2030Q2E | $1.36B |
| 2030Q3E | $1.37B |
| 2030Q4E | $1.38B |
| 2031Q1E | $1.39B |
| 2031Q2E | $1.39B |
Assumptions & reasoning
- This vertical has NO reported history and no carved-out base. Meta has never disclosed a business AI revenue line, so rather than apportion one out of Other revenue, it is held at zero across every reported quarter and starts in the projection.
- Two quarters of zero before the first dollar, so nothing is booked before 2027 Q1. Anything Meta already charges businesses for messaging is in Family of Apps Other, not here, and double counting it would be the easy mistake.
- The base is the roughly 200 million businesses Meta has said use its apps. Attach starts at 0.5% and glides to 12%, which is a paying-business story, not a usage one - most businesses will use free agents and never pay.
- $60 a month is priced against small business software, not against enterprise AI seats. If this line is instead sold on usage at agent scale, the price is wrong by an order of magnitude in either direction, which is why it is an input and not a forecast.
- Capex for this line is charged as a percentage of its own revenue, so during its two zero quarters it books no capital spending at all - real infrastructure the model charges nowhere. In practice that spend is already inside advertising's 60% intensity.