Upscale AI Review: 2026 Breakdown

Upscale AI is a new player in streaming TV advertising, built for DTC e-commerce brands that can't justify a $100K agency budget for TV commercials. The platform combines AI creative production, programmatic media buying, and performance measurement in a single workflow (a combination that, until recently, required three separate vendors).

We analyzed the platform for this review. It's a good fit if:

• You're a DTC e-commerce brand on Shopify looking to diversify beyond Meta and Google

• You want to run streaming TV ads without hiring a production agency

• You need measurable ROAS from TV campaigns, not just brand awareness

• You have existing brand assets (UGC, product footage, brand kits) to work with

• You can commit at least $3,000/month in media spend

Upscale AI is not a good fit if:

• Your media budget is below $3,000/month

• You sell B2B products or services rather than consumer goods

• You need to reach business buyers through data-driven outreach

• You require self-serve campaign management

• You need advertising across social, search, or channels beyond streaming

Brands that also sell B2B need a different platform. ZoomInfo, a B2B intelligence platform, provides the data, buyer signals, and outreach tools to identify and engage business buyers (the other half of the equation that consumer platforms like Upscale don't cover).

We've included a ZoomInfo overview at the end for brands building both B2C and B2B channels. If you're ready to explore ZoomInfo, you can start with a free trial.

What is Upscale AI?

Upscale AI is an advertising platform that uses AI to help commerce brands create, run, and optimize TV-quality video ads.

Source: Upscale AI

Founded in 2024 by ad tech veterans (CEO Herman Yang, formerly Google/AdMob and MoPub; Kevin Weatherman, formerly MoPub and Moloco; Mike Chang, formerly Krux/Salesforce and MNTN; and Seth Yates, who co-founded one of the first ML-driven programmatic DSPs in 2008), the company launched publicly in May 2025 with $5.5M in seed funding led by NVP Capital, with participation from M12 (Microsoft's venture fund), Eniac Ventures, SuperAngel.Fund, and Breakpoint Capital.

The founding thesis rests on two shifts: Americans spend 1.4x more time on streaming than social media, with 99% of U.S. households on at least one streaming service, yet most DTC brands can't afford traditional TV production.

Upscale's platform, branded Upscale Studio, uses AI to handle creative production, media buying, and measurement in one place, lowering the cost barrier that kept streaming TV out of reach for smaller brands.

Upscale AI Pros & Cons

Upscale AI Review: How It Works & Key Features

Composer AI: Upscale turns existing brand assets into TV-ready video ads through a five-step AI pipeline.

Composer AI is Upscale's creative engine, billed as "your creative director + editor all in one." The system works through a five-step process:

• Integrate: The platform ingests brand assets automatically: raw creative files, brand style guides, copy, and marketing data.

• Analyze: AI generates metadata for each asset, including detected objects, categories, transcripts, and descriptions, combined with online data to capture brand style and tone.

• Generate: The system creates creative concepts by cross-referencing brand identity, marketing goals, and target audience segments.

• Compose: AI selects relevant assets (UGC clips, product images, taglines) and assembles them into a storyboard.

• Upscale: Each creative is converted to 16:9 format and gets a finishing pass for TV delivery.

Source: Upscale AI

Early results are strong. Branch Furniture saved $50K on creative costs. Lalo generated 45 unique creatives across 6 marketing initiatives targeting distinct audience segments. Newton Baby produced over 80 creative variations in days ahead of Black Friday/Cyber Monday, a volume traditional production couldn't match.

The creative pipeline adapts to each brand rather than relying on templates. For fatty15, the system generated creative frameworks spanning brand introductions, ingredient explainers, science education, UGC testimonials, and celebrity endorsements, all from existing assets.

Smart Campaigns: Upscale delivers ads through ML-powered programmatic bidding optimized for performance outcomes.

Upscale’s Smart Campaigns is the media execution layer. Instead of static media buys, the system uses ML models for real-time programmatic bidding across streaming TV, CTV, and programmatic video channels.

The key feature is matched creative serving. The platform pairs the most relevant creative variant with each audience segment at the moment of delivery, personalizing the ad itself. It ingests first-party data from the advertiser's stack (CRM, marketing platforms, customer data) for audience targeting.

Teams configure campaigns around performance goals: acquiring new customers, driving website visits, or engaging interested audiences, rather than defaulting to impression or reach metrics.

For Shopify merchants, the Upscale Shopify app connects campaign data to order-level Shopify data, tracking purchases, promo code usage, CPA, and new vs. returning customers down to individual Order IDs.

Source: Upscale AI

Ad Insights: Upscale reconstructs the full path to purchase and includes incrementality testing in every plan.

Measurement is where streaming TV has historically fallen short. Upscale's Ad Insights addresses this with two capabilities:

Path-to-purchase reconstruction. Instead of relying on last-touch attribution, the system maps the conversion journey for every person exposed to a TV creative who later converted. As the company states: "We reconstruct the path to purchase for every single conversion that was exposed to your TV creative, and focus on where they had a real impact."

Source: Upscale AI

Built-in incrementality testing. Lift testing comes included in all plans, comparing conversion rates between exposed and unexposed audiences to isolate the campaign's effect. Most competing platforms require a separate measurement vendor for this.

Pricing: Upscale bundles creative, media buying, and measurement into daily spend commitments.

Upscale bundles creative production, media buying, measurement, and attribution into a single spend:

• Starter: $100/day ($3,000/month minimum), 2 AI creatives/month, YouTube + Studio

• Growth: $500/day ($15,000/month minimum), 6 AI creatives/month, Streaming + Studio

• Enterprise: $2,500/day ($50,000/month minimum), 20 AI creatives/month, all channels

The Starter tier covers YouTube only. Streaming TV access requires the Growth plan at $15,000/month. The Shopify App Store listing notes the app is free to install, but media spend and creative costs are separate commercial terms.

All purchases are final and non-refundable, with subscriptions auto-renewing on the billing cycle selected at purchase. No free trial is advertised on the website.

Where Upscale AI Falls Short

Upscale AI has real limitations, most of them the natural trade-offs of an early-stage, focused platform.

High minimum spend puts it out of reach for most small brands. The Starter plan requires $3,000/month, and streaming TV access starts at $15,000/month on the Growth plan. Brands testing CTV with exploratory budgets have no entry point. Many DTC brands begin paid advertising at a fraction of those levels.

Existing brand assets are a prerequisite. The platform requires ingesting brand assets (UGC, product footage, brand kits) to generate ads. Brands without existing video content face a cold-start problem. If you're a new brand without UGC or product footage, Composer AI has less raw material to work with.

Very limited independent validation. The Shopify App Store listing shows 5.0/5 stars from 3 reviews (all from April 2026). No G2, Capterra, or TrustRadius profiles exist. Published case studies come from Upscale's own website. For a platform asking $3K-$50K per month, this matters.

No self-serve option. The current model is fully managed, with all site CTAs pointing to "Get Demo" or "Talk to us." Brands that want to run their own campaigns, test quickly, or iterate without an account team have no path to do so.

US-centric and English-only. All customer examples are North American DTC brands. No international expansion, multilingual creative support, or non-English streaming inventory appears in any product material. Brands selling internationally would need other channels.

Consumer advertising only. Upscale serves B2C exclusively. Brands with B2B sales needs require different tools.

These limitations follow from Upscale's decision to focus on performance TV for DTC brands. It does that one thing with clarity. But brands whose growth extends beyond consumer advertising will need additional tools for B2B.

For B2B Growth: ZoomInfo

Upscale AI solves the consumer advertising problem.

But many DTC brands reach a stage where growth requires more than reaching consumers through TV and social feeds. Wholesale partnerships, retail distribution, enterprise sales, and business development all require identifying and engaging business buyers. That's a separate problem, and it calls for a different platform.

ZoomInfo is a B2B intelligence platform built on a large data foundation: 500M contacts, 100M companies, 135M+ verified phone numbers, and 200M+ verified business emails.

Its GTM Context Graph processes 1.5B+ data points daily, combining this data with your CRM records, conversation transcripts, and behavioral signals to build full account context. That context lets AI show not just what happened, but why, and what to do next. From there, your team can run sales from the GTM Workspace, build campaigns in GTM Studio, or power their own tools through the API and MCP.

Where Upscale helps brands reach consumers through streaming TV, ZoomInfo helps teams find, contact, and win business customers through data-driven outreach.

B2B Data at Scale: ZoomInfo provides verified contact and company intelligence across 100M companies worldwide.

The core of ZoomInfo's platform is its data.

The system covers 300+ company attributes for market segmentation, including department org charts with decision-makers' direct dials and emails. A multi-source pipeline backed by 300+ human researchers verifies the data, reaching 95% accuracy on first-party records.

For a DTC brand expanding into wholesale, this means identifying the specific retail buyers, category managers, or partnership leads at target companies, with verified contact information that connects. ZoomInfo's buyer intent data tracks signals from 210 million IP-to-Organization pairings, showing when companies are actively researching products in your category.

Source: ZoomInfo

The data holds up to outside scrutiny: in a Fortune 500 competitive RFP analyzing 25 million contacts across vendors, an independent consultant concluded that "no other competitor came even close." ZoomInfo holds 133 No. 1 rankings on G2 across sales intelligence, buyer intent, and data quality categories.

Vensure's VP of Revenue Operations: "ZoomInfo gives us the information we need to execute. We don't have to go through and spend our time digging. It's already there." (Vensure)

GTM Context Graph: ZoomInfo's intelligence layer captures not just what happened in a deal, but why.

Beyond contact data, ZoomInfo's GTM Context Graph combines B2B data with a customer's CRM records, conversation transcripts, and behavioral signals into one intelligence layer that processes 1.5B+ data points daily.

As ZoomInfo's Chief Product Officer, Dominik Facher writes: "The CRM recorded the state change. It has no record of why it happened." The GTM Context Graph captures that context (executive sponsorship entering at a specific stage, a champion going quiet because of internal friction) and connects it to patterns across thousands of deals. That context turns data into intelligence sellers can act on.

Seismic attributed 39% of active pipeline to opportunities identified or influenced by ZoomInfo signals. CBO Toby Carrington: "That combination of our internal CRM data, external signals, and AI that's given all that context has helped us craft very specific account- and persona-based messages." (Seismic)

Universal Access: ZoomInfo delivers intelligence through seller workspaces, marketing tools, and open APIs.

ZoomInfo delivers its intelligence three ways:

• GTM Workspace gives sellers a workspace where prioritized accounts, AI-drafted outreach, and deal execution converge. AI agents handle account research, outreach generation, CRM updates, and signal monitoring.

• GTM Studio gives marketers and RevOps teams a workspace where audience definition, campaign orchestration, and pipeline measurement happen in natural language.

• APIs and MCP make the same intelligence available to any custom agent, internal tool, or partner platform, including Anthropic Claude and Google.

Source: ZoomInfo

All three draw from the same GTM Context Graph, so the same data and signals are available regardless of which tool a team uses.

For teams getting started, ZoomInfo Lite provides permanent free access to the B2B database with 10 monthly export credits. No credit card or time limit required.

Upscale AI and ZoomInfo: Where Each Fits

Final Verdict

Upscale AI and ZoomInfo serve two different growth channels. Choosing between them depends on where your next customers are.

Choose Upscale AI if you're a DTC e-commerce brand that has proven product-market fit on Meta and Google and is ready to test streaming TV as a performance channel. The platform works best for Shopify merchants with $15K+ monthly media budgets and existing brand assets.

The founding team's track record (Google, MoPub, Salesforce, Moloco) and early case study results suggest the platform delivers. It's early-stage, US-only, and limited to consumer advertising.

Choose ZoomInfo if your growth strategy includes B2B outreach, whether finding retail partners, wholesale distributors, brand collaboration targets, or enterprise accounts.

ZoomInfo's data, GTM Context Graph, and execution tools give you the infrastructure to build a B2B sales motion with the same rigor Upscale brings to consumer advertising. With 35,000+ companies served, recognition as a Gartner Magic Quadrant Leader for ABM Platforms, and a permanent free tier, it's the established platform for B2B growth.

Get started with ZoomInfo here.

For growing brands, these aren't competing choices. Consumer advertising drives revenue. B2B outreach opens the partnership and enterprise channels that take a brand from DTC-only to multi-channel. The brands that scale furthest tend to build both.

Upscale AI FAQ

What is Upscale AI?

Upscale AI is an advertising platform that uses AI to help DTC e-commerce brands run performance campaigns on streaming TV.

The platform handles three functions that previously required separate vendors: AI creative production, programmatic media buying across streaming TV and CTV, and performance measurement with attribution. It launched publicly in May 2025 with $5.5M in seed funding from investors including M12 (Microsoft's venture fund), NVP Capital, and Eniac Ventures.

How much does Upscale AI cost?

Upscale bundles creative production, media buying, measurement, and attribution into daily spend commitments.

The Starter plan requires $100/day ($3,000/month minimum) and covers YouTube only. The Growth plan requires $500/day ($15,000/month minimum) for streaming TV access. The Enterprise plan requires $2,500/day ($50,000/month minimum) for all channels. All purchases are final and non-refundable, with auto-renewing subscriptions.

Does Upscale AI offer a free trial?

No. The Shopify App Store listing notes the app is free to install, but media spend and creative costs are separate commercial terms. The sales process is demo-first, with all site CTAs directing to "Get Demo" or "Talk to us." ZoomInfo, by contrast, offers both a permanent free tier (ZoomInfo Lite with 10 monthly export credits) and a 7-day free trial with no credit card required.

What results have Upscale AI customers reported?

Published case studies show Branch Furniture achieving 6.2x ROAS and saving $50K on creative costs, fatty15 generating 3.65x blended ROAS and over $200K in subscriptions, Lalo verifying 2.46x incremental ROAS through a third-party measurement study, and Canopy achieving 79% lower cost per visit and 53% lower CPA.

Newton Baby produced over 80 creative variations in days for their BFCM campaign.

Does Upscale AI work with Shopify?

Yes. Upscale has a native Shopify app that connects CTV campaign data to Shopify order data, tracking purchases, promo code usage, CPA, ROAS, and new vs. returning customer segmentation down to individual Order IDs. The app also integrates with Klaviyo for audience activation. The Shopify App Store listing shows 5.0 out of 5 stars from 3 reviews.

What creative assets does Upscale AI need to get started?

Upscale's Composer AI needs existing brand assets to generate TV ads. The platform ingests UGC videos, product images, transcripts, brand kits, and first-party data to build narratives and assemble storyboards. Brands without video content or product footage will have limited input material, which may affect the quality and variety of generated creatives.

Can Upscale AI be used for B2B advertising?

No. Upscale AI is built for B2C commerce brands, with all current customers being DTC e-commerce companies. The creative pipeline, media buying, and measurement are built around consumer purchase attribution on Shopify.

B2B companies looking for outreach to business buyers should evaluate platforms like ZoomInfo, which provides verified B2B contact data across 500M contacts and 100M companies, along with AI-powered prospecting and outreach tools.

Is Upscale AI available outside the United States?

All published customer examples and case studies are North American DTC brands. No international expansion, multilingual creative support, or non-English streaming inventory appears in any product or press material. Brands with significant international audiences would need other advertising channels for non-US markets.