Product or reference-video research, scripts, avatars and editable social ad variants.
A team working through a conversational creative workspace.
Agency of Outcome
The companies, channels and economics shaping AI advertising.
A growing market. A changing balance of power.
U.S. digital advertising reached $294.6 billion in 2025, up 13.9% from 2024.
U.S. digital advertising revenue · 2025 reported. IAB / PwC (opens in a new tab)
Worldwide net advertising revenue · 2026 forecast · USD billions. EMARKETER (opens in a new tab)
Meta includes Facebook and Instagram. Google includes YouTube. Net forecasts use a different basis from company-reported revenue.
Worldwide advertising revenue · 2025 reported · USD billions. Separate from the 2026 net forecast.
Its U.S. ad revenue is forecast to reach $17.17 billion in 2026, up 22.3%.
TikTok U.S. advertising revenue · 2026 forecast. EMARKETER (opens in a new tab)
TikTok can introduce a product; Meta and Google can convert later interest. Test the sequence against backend revenue and lift, rather than assigning each channel a fixed role. About lift testing (opens in a new tab)
U.S. adults · January–June 2026 · surveyed use. Pew Research Center (opens in a new tab)
5,511 adults. Audiences overlap; surveyed use is not advertising reach.
Creative tools, growth teams and measurement platforms solve different parts of the job.
17 companies
Product or reference-video research, scripts, avatars and editable social ad variants.
A team working through a conversational creative workspace.
Static and video creative, product imagery, copy and creative analysis.
Advertisers making many formats and asset variations.
Talking actors, product showcases, video editing, translation and creative variants.
Teams producing synthetic spokesperson and UGC-style ads.
URL-to-video and image ads, avatars, competitor tracking and ad launch tools.
Performance teams making and testing ad variants.
Ad saving, competitor monitoring, creative briefs and performance reporting.
Teams organizing inspiration and competitor creative.
Personal avatars, script-based video and multilingual translation.
Teams needing a repeatable presenter or localized videos.
Creative studios, generative video and image tools, ads workflows and APIs.
Teams directing and finishing visual production.
Creator sourcing, scripts, filming and editing for human UGC ads.
Brands commissioning real-person creator ads.
Connected marketing data, agents and guardrails, with creative and growth teams.
Businesses combining software workflows with human delivery.
Creative performance analysis and recommendations for what to make next.
Teams learning from their own ad results.
Paid social and search, creative, conversion work and marketing analytics.
Businesses buying an integrated growth engagement.
Multi-touch attribution, media mix modeling and incrementality.
Brands comparing channel effects and budget choices.
Multiple generation models, brand governance and collaborative production.
Marketing teams with brand controls and many markets.
A dedicated creative team across design and campaigns, using AI workflows.
In-house teams extending creative production capacity.
Product URLs, scripts and reference videos become editable scenes and assets.
Teams creating product ads and short-form video.
Attribution, media mix modeling, incrementality and commerce analytics.
Ecommerce operators joining spend and revenue data.
Performance creative, AI influencers and media buying with account teams.
Consumer businesses buying managed creative and acquisition.
Reported ecommerce medians give a reference point. Your margins and customer mix decide what works.
ROAS = revenue attributed to ads ÷ ad spend
Different platform cohorts; geography and attribution settings are not fully disclosed. These medians are not incremental returns or a forecast for your business.
| Category | Meta | TikTok | |
|---|---|---|---|
| Apparel & accessories | 3.99× | 2.24× | 2.70× |
| Beauty | 2.81× | 1.54× | 0.46× |
| Home & garden | 3.48× | 2.25× | 2.02× |
| Food & beverage | 3.18× | 1.61× | 0.33× |
Campaign return is one view. Whole-business efficiency and customer contribution are two more.
Cohort contribution per customer over a stated horizon ÷ fully loaded CAC
Illustrative inputs, not industry benchmarks. Replace them with your own.
Period net revenue ÷ marketing spend
1 ÷ contribution margin. Covers marketing, before fixed costs.
$80 contribution over 12 months ÷ acquisition cost
30% of period revenue goes to marketing.
Subtract refunds, fulfillment and variable costs. Compare first-order cash with the retained cohort.
A period MER does not replace cohort payback. MER cost scope (opens in a new tab)
Judge B2B acquisition on closed-won customers and cash payback over the buying cycle. Ecommerce purchase ROAS is a different comparison. Dreamdata B2B report (opens in a new tab)
Creative software, a managed growth team and a measurement platform solve different parts of the job. Choose for the gap in your team.
Approve the offer, assets and evidence before production. Review text, product details and brand consistency before an ad goes live.
Choose a business outcome, source of truth and measurement window before spending. Use lift tests where possible to check incremental impact.
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