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By Benchmarketing Research Team Reviewed by Performance Marketing Editorial Reviewed March 2026 · observations Q1 2023 – Q4 2024Cross-platform averages · CTV Ecommerce Ads · 2026
94.2%
VCR, video completion rate median
Hulu leads ecommerce ROAS at 2.6x median, driven by premium demographics and Disney's first-party audience targeting. FAST channels (Tubi, Pluto TV) deliver lower absolute ROAS but dramatically lower CPMs, making cost-per-conversion competitive with premium platforms for mid-market DTC brands.
| Segment | Median ROAS | P25 | P75 | Elite |
|---|---|---|---|---|
| Hulu (Ad-Supported) | 2.6x | 1.6x | 4.2x | 6x+ |
| Peacock | 2.2x | 1.4x | 3.6x | 5x+ |
| Paramount+ | 2.0x | 1.2x | 3.2x | 4.5x+ |
| Tubi (FAST) | 1.8x | 1.0x | 2.8x | 4x+ |
| Pluto TV (FAST) | 1.4x | 0.8x | 2.2x | 3x+ |
| Roku Channel | 1.8x | 1.2x | 3.0x | 4.5x+ |
ROAS calculated as revenue attributed / CTV ad spend. View-through attribution window: 14 days. Last-click will undercount CTV contribution by 60–80%.
OTT direct buys carry the highest CPMs ($44.40 median) but deliver guaranteed premium placement and publisher-level audience controls. Connected TV programmatic balances audience precision with cost efficiency at $18.40 median. FAST channels at $14.40 CPM are the entry point for budget-conscious DTC ecommerce advertisers.
| Segment | Median CPM | P25 | P75 |
|---|---|---|---|
| Premium Streaming (Hulu, Peacock) | $32.40 | $22.40 | $52.40 |
| Mid-Tier Streaming (Paramount+, discovery+) | $24.40 | $16.40 | $38.40 |
| FAST Channels (Tubi, Pluto TV) | $14.40 | $8.40 | $22.40 |
| Connected TV Programmatic | $18.40 | $12.40 | $28.40 |
| OTT Direct Buy | $44.40 | $28.40 | $72.40 |
CPM = cost per 1,000 completed impressions. CTV standard is 100% share-of-screen, non-skippable. All figures USD.
FAST Channels CPM $14.40 medianP25
$8.40
Median
$14.40
P75
$22.40
Elite
$6 or less
Premium Streaming CPM $32.40 medianP25
$22.40
Median
$32.40
P75
$52.40
Elite
$20 or less
QR code overlays bridge the TV-to-purchase gap for DTC brands
CTV's core attribution challenge is the 10-foot lean-back experience — viewers watching TV are not in a click-ready state. QR code overlays in the final 5 seconds of a 30-second spot solve this by giving engaged viewers a frictionless path to the product page via their phone. DTC brands using QR overlays on CTV see 35–55% higher measurable conversion lift compared to CTV ads without a digital bridge mechanism. Pair with a vanity URL for non-QR viewers.
FAST channels deliver strong ecommerce efficiency at dramatically lower CPM
Free Ad-Supported Streaming TV (Tubi, Pluto TV, Peacock Free) reaches price-sensitive, value-oriented audiences at $8–$14 CPM — 40–60% below premium streaming. For ecommerce brands selling mid-market products ($40–$150 AOV), FAST channels frequently match premium streaming on ROAS while delivering 2–3x the impression volume at the same budget. Start with Tubi for DTC; Pluto TV for broader retail reach.
Programmatic CTV DSPs unlock purchase-intent audience targeting at scale
Unlike traditional TV buys, programmatic CTV DSPs (The Trade Desk, DV360, Madhive) allow ecommerce advertisers to layer first- and third-party purchase intent signals directly onto streaming inventory. Target in-market shoppers by category (beauty, apparel, home goods) and cross-device behavioral data. Programmatic CTV averages $18.40 CPM with audience precision that walled-garden direct buys cannot match — critical for DTC brands with narrow customer profiles.
Full-funnel attribution requires pairing CTV with social retargeting
CTV is a demand-creation channel, not a demand-capture channel. Most ecommerce purchases influenced by a CTV ad happen via search or social in the 7–14 days following CTV exposure — not directly through the ad. To capture this downstream value, create pixel-based retargeting audiences from your CTV DSP exposure data and serve those users on Meta and Google within 48 hours of CTV exposure. Cross-channel retargeting sequences deliver 40–70% higher blended ROAS than CTV in isolation.
QR code overlays and cross-channel retargeting are the two highest-leverage tactics for turning CTV awareness into measurable ecommerce revenue.
01Use QR code overlays on CTV ads to bridge TV to digital purchase
Add a QR code in the final 5 seconds of your CTV ad alongside a clear verbal CTA ('Scan to shop now'). QR-enabled CTV ads produce 35–55% more measurable conversion lift than standard CTV creative. Pair the QR destination with a dedicated landing page — not your homepage — to maintain creative-to-conversion message consistency and enable clean attribution tracking. On Roku and Fire TV, interactive ad units can auto-surface the URL on the viewer's mobile device via second-screen sync.
02Test FAST channels for ecommerce — lower CPM with high completion rates
Tubi and Pluto TV audiences skew value-conscious but are highly engaged — average VCR on FAST channels is 91–93%, nearly identical to premium streaming. For DTC brands with broad appeal products at mid-market price points, FAST channels at $8–$14 CPM deliver cost-per-completed-view that outperforms premium streaming by 40–60%. Start with a $5,000 test on Tubi and measure post-exposure site traffic via UTM + IP attribution before scaling.
03Target by purchase intent audiences via programmatic CTV DSPs
Programmatic CTV through The Trade Desk, DV360, or Madhive allows you to layer purchase intent data (in-market shopper signals, category browsing history) onto streaming inventory across multiple publishers simultaneously. This audience precision is unavailable via direct publisher buys. For ecommerce, activate 'in-market: apparel,' 'in-market: home goods,' or category-specific segments relevant to your product. Programmatic also enables frequency capping at 3–5 exposures per household to avoid saturation.
04Pair CTV awareness with social retargeting for full-funnel ROAS attribution
CTV exposure data from your DSP can be syndicated to Meta and Google as retargeting audiences within 48 hours. Serve retargeting ads to CTV-exposed households on their phones and laptops where they're in a click-ready state. This CTV-to-social retargeting sequence captures purchase intent built during the TV viewing moment and delivers it into a high-conversion channel. Brands using this sequence see 40–70% higher blended ROAS than CTV alone.
05Use 30-second spots for brand story; include hard offer/CTA in final 5 seconds
CTV's non-skippable format gives you all 30 seconds — but viewers tune out emotionally if there's no clear payoff. Structure: 0–5s brand/product hook, 5–20s story/benefit, 20–25s social proof or offer, 25–30s QR code + verbal CTA with URL. The final 5 seconds are your conversion window; make the offer explicit and the action frictionless. Avoid soft brand-only endings with no call to action — they suppress measurable response by 30–40%.
Yes — but it functions as a demand-generation channel, not a direct-response channel. Median ROAS of 2.4x is competitive with upper-funnel social formats, and CTV reaches audiences in a high-attention, full-screen environment that digital formats cannot replicate. The strongest ecommerce CTV performers are DTC brands with visual products (fashion, beauty, home goods, food/beverage) that benefit from TV-quality creative and broad awareness. CTV is most effective when paired with social retargeting and search capture to close the conversion path.
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These benchmarks are drawn from a multi-source benchmark cohort aggregated across industries and regions, covering the period Q1 2023 – Q4 2024. Figures on this page come from the Benchmarketing benchmark dataset: thousands of curated benchmark observations spanning channels, industries, and US metro areas, refreshed on a published schedule. Every statistic traces to a named source — no anonymous “studies show.” Data is sourced from:
The Benchmarketing 4-Band Method reads every marketing metric against four percentile bands — P25 (bottom quartile), median, P75 (top quartile), and elite (top ~10%) — for a specific industry and channel, instead of a single cross-industry average. Averages blend brand and non-brand campaigns, $500/month and $500,000/month accounts, and unrelated industries into a number almost nobody actually has.
Benchmarks reflect median values across large sample sets. Your industry, business model, and account maturity will cause variation. Use P25/P75 ranges to understand realistic distribution.
Read full methodologyWritten by
Benchmarketing Research Team
Data & Analytics
Reviewed by
Performance Marketing Editorial
Senior Review
Last updated
Reviewed March 2026
Observation period: Q1 2023 – Q4 2024
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