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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.

META forward model
Horizon
Consolidated fair value $1,341.93 all other verticals held in this portfolio case
Final-quarter revenue $7.67B 5% of company revenue
Explicit segment contribution $10.64B EBITDA less segment capex, before corporate items

Meta's own stated case, taken at face value: Meta Superintelligence Labs is worth the $130-145B a year it is costing, personal superintelligence becomes a product people pay for, business agents replace a chunk of what companies spend on software rather than a chunk of what they spend on ads, and Meta AI takes roughly a quarter of the consumer assistant market on distribution alone - about $26B a year, or four times what Meta earns from Reality Labs, Quest and glasses combined. Advertising still carries it - even here, the ad line is more than three quarters of terminal revenue, which is the finding rather than the flourish. What this case does NOT reach is a company where AI revenue rivals advertising: the two AI lines together would need to be roughly eight times the size this case gives them, and no disclosed driver produces that off two lines earning zero today. The honest version of the bet is that AI shows up as ad revenue - which is where this model already puts most of it.

Business AI

Basis quarter$0
Final quarter$7.67B
Final revenue mix5%

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: $7.67B (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 $442M
2027Q2E $703M
2027Q3E $980M
2027Q4E $1.27B
2028Q1E $1.58B
2028Q2E $1.91B
2028Q3E $2.26B
2028Q4E $2.62B
2029Q1E $3.01B
2029Q2E $3.42B
2029Q3E $3.86B
2029Q4E $4.32B
2030Q1E $4.80B
2030Q2E $5.31B
2030Q3E $5.85B
2030Q4E $6.43B
2031Q1E $7.03B
2031Q2E $7.67B

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.
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