What is Recast's core value proposition?

Recast provides automated, adaptive Marketing Mix Modeling (MMM). Unlike legacy consulting firms that offer static reports, Recast offers a software-powered 'command center' that helps brands measure the true incrementality of marketing spend across both digital and offline channels in near real-time.

How does Recast differentiate from digital attribution tools?

Slide 12 explains that while attribution providers are automated, they are not 'unified' across all marketing and sales channels. Recast aims to solve the 'hardest problem in business' by providing a unified view that includes offline spend and organic sales.

What market trends are driving Recast's growth?

According to Slide 10, the primary drivers are the reduced ability to track users digitally due to GDPR and Apple's iOS 14.5 update, the growth of omni-channel retail, and the increasing complexity of managing multiple marketing channels simultaneously.

What is Recast's long-term product roadmap?

Slide 8 indicates that Recast plans to move beyond marketing insights into other operational verticals. Specifically, they have targeted financial planning and analysis (FP&A), as well as inventory and capacity planning, as their next areas of expansion.

Does the deck include financial projections or a team slide?

The provided 17-slide deck includes a photo of founders Michael Kaminsky and Tom Vladeck (Slide 1) but lacks detailed professional biographies. It also omits specific financial projections, unit economics, and a clear 'Ask' slide detailing how the $3.4M will be spent.

Recast Pitch Deck: All 17 Slides + Teardown

See all 17 slides of the Recast pitch deck — a 2023 Seed deck — with a slide-by-slide teardown of what the deck does well and where it falls short.

Recast’s 17-slide seed deck is a masterclass in positioning a technical product (Marketing Mix Modeling) as a strategic necessity. By framing the decline of digital tracking (GDPR, iOS 14.5) as a fundamental market shift, they successfully argued that legacy solutions from firms like Nielsen and Kantar are no longer sufficient for cloud-native brands. The deck emphasizes automation and real-time adaptability over traditional consulting-heavy models. While the deck lacks a specific 'Ask' slide and detailed unit economics in the provided selection, it focuses heavily on the 'moat' created by da…

Key takeaways

The deck positions Recast as a 'central command-center' rather than just a measurement tool (Slide 2).
Recast identifies legacy incumbents like Nielsen and McKinsey as being built for a 'pre-digital world' (Slide 4).
Product capabilities are categorized into three pillars: Channel-level ROI, 'True Organic' estimation, and Forecasting (Slide 6).
Marketing Mix Modeling (MMM) is explicitly described as a 'wedge' to enter the company's central nervous system (Slide 8).
The 'Why Now' is driven by privacy changes (GDPR, iOS 14.5) and the rise of omni-channel retail (Slide 10).
The competitive landscape is segmented by business model: consulting firms, in-house builds, and attribution providers (Slide 12).
The company claims a data moat where new clients lead to better model training and cross-industry benchmarking (Slide 14).
The deck omits a formal 'Ask' slide, team biographies, and specific revenue metrics in the analyzed 17-slide sequence.

The Strategic Wedge: How Recast Reimagined MMM

Recast’s seed deck is a focused argument for the modernization of Marketing Mix Modeling (MMM). In an era where privacy regulations have crippled traditional digital tracking, Recast presents a statistical alternative that doesn't rely on individual user cookies. The deck, used to raise $3.4 million in 2023, moves quickly from the problem of legacy 'pre-digital' solutions to a vision of a unified operational command center. By framing their software as a 'wedge' into the broader enterprise, the founders successfully pitched a vision that extends far beyond simple marketing dashboards.

Slide 1-2: The Vision and the Faces

Slide 1 features founders Michael Kaminsky and Tom Vladeck. Unlike many corporate decks, this starts with a human element—a simple photo of the founders. Slide 2 immediately establishes the high-level ambition: "Recast is building the central command-center for modern brands." This is a critical positioning move. They are not building a 'tool' or a 'dashboard'; they are building a 'command-center,' which implies necessity, authority, and central integration into a brand's operations.

Slide 4: The Legacy Problem

Slide 4 identifies the 'Old Guard.' By listing logos like Nielsen, Neustar, Analytic Partners, Kantar, and McKinsey & Company , Recast defines its competition not as other startups, but as multi-billion dollar legacy firms. The text states: "There are many legacy marketing-advisory brands with huge businesses built for a pre-digital world." This creates a clear 'Us vs. Them' narrative, suggesting that while these firms are large, their methodologies are obsolete for the modern, fast-paced digital economy.

Slide 6: Product Capabilities

Slide 6 breaks down the product into three functional areas, accompanied by UI visualizations. The three pillars are: "Channel-level ROI & incrementality," "Estimate the 'true organic' portion of your business," and "Forecast and Plan." The inclusion of 'true organic' is particularly savvy, as most marketers struggle to separate the sales they would have gotten anyway from the sales driven by paid ads. The slide promises an "apples-to-apples basis" for all channels, addressing a major pain point for CMOs managing diverse budgets.

Slide 8: The Wedge Strategy

Slide 8 is perhaps the most important for investors. It states: "MMM is our wedge to get into the central nervous system of the company." This slide acknowledges that marketing measurement is just the starting point. The founders outline a path to expansion: "Financial planning and analysis and inventory and capacity planning are next on our list." This transforms the company from a marketing SaaS play into an ERP-adjacent enterprise play, significantly increasing the potential Total Addressable Market (TAM) in the eyes of a Seed-stage investor.

Slide 10: The 'Why Now' (Market Tailwinds)

Slide 10 uses a bar chart to visualize four key trends "putting wind in our sails." These include: "Reduced ability to do digital tracking (GDPR, IOS 14.5)," "Huge growth in retailers selling both online and offline," "Need for tools that address unique-problems of cloud-native brands," and "Increasing confusion and complexity for marketers." By citing specific technical and regulatory shifts like iOS 14.5, Recast grounds its existence in a market reality that investors are already well aware of, making the solution feel inevitable rather than optional.

Slide 12: Competitive Landscape

Slide 12 provides a sophisticated look at the competition, categorizing them into three buckets. "Software-powered consulting firms" (Nielsen, etc.) are dismissed as not adaptive to real-time changes. "Roll-your-own in-house approaches" (Robyn, Orbit) are described as requiring "several expensive data scientists." "Attribution/experimentation providers" (Rockerbox, Measured) are noted as being automated but not "unified across all marketing and sales channels." Recast positions itself as the only solution that is automated, adaptive, and unified.

Slide 14: The Data Moat

Slide 14 illustrates a classic flywheel. "New clients = more data" leads to "Better model training," which leads to "Better predictions for all clients," which attracts more clients. They also introduce the concept of "Benchmarking + Cross-Industry Trends," suggesting that as they scale, they will be able to provide proprietary insights that no individual brand could generate on its own. This is a standard but effective way to demonstrate how the business becomes more defensible over time.

What is Missing from the Deck?

While the narrative is strong, the provided 17-slide sequence has notable omissions typical of early-stage decks that might be moved to an appendix or handled in person. First, there is no 'Ask' slide . We know from publisher reports that they raised $3.4M, but the deck doesn't specify the round size, the valuation, or the intended use of funds. Second, there is a lack of unit economics . While they mention 'new clients,' there is no mention of Customer Acquisition Cost (CAC), Lifetime Value (LTV), or current Monthly Recurring Revenue (MRR). Finally, while the founders' faces are shown, there are no biographical details or 'reasons to believe' regarding their specific technical expertise in Bayesian statistics or marketing science, which are core to their product.

What Founders Should Copy

Founders should emulate Recast's ability to contextualize their product within a massive market shift . They didn't just say 'we have better math'; they said 'the old way of tracking users is dead because of Apple and the EU, and we are the only ones built for what comes next.' The 'Wedge' slide (Slide 8) is also a brilliant way to show 'Day 1' utility vs. 'Year 5' vision. It tells investors that the company has a clear entry point but a much larger destination. Lastly, the competitive matrix (Slide 12) is excellent because it doesn't just list features; it critiques the business models of the competitors, showing a deep understanding of how the industry actually operates.

Frequently asked questions

What is Recast's core value proposition?: Recast provides automated, adaptive Marketing Mix Modeling (MMM). Unlike legacy consulting firms that offer static reports, Recast offers a software-powered 'command center' that helps brands measure the true incrementality of marketing spend across both digital and offline channels in near real-time.
How does Recast differentiate from digital attribution tools?: Slide 12 explains that while attribution providers are automated, they are not 'unified' across all marketing and sales channels. Recast aims to solve the 'hardest problem in business' by providing a unified view that includes offline spend and organic sales.
What market trends are driving Recast's growth?: According to Slide 10, the primary drivers are the reduced ability to track users digitally due to GDPR and Apple's iOS 14.5 update, the growth of omni-channel retail, and the increasing complexity of managing multiple marketing channels simultaneously.
What is Recast's long-term product roadmap?: Slide 8 indicates that Recast plans to move beyond marketing insights into other operational verticals. Specifically, they have targeted financial planning and analysis (FP&A), as well as inventory and capacity planning, as their next areas of expansion.
Does the deck include financial projections or a team slide?: The provided 17-slide deck includes a photo of founders Michael Kaminsky and Tom Vladeck (Slide 1) but lacks detailed professional biographies. It also omits specific financial projections, unit economics, and a clear 'Ask' slide detailing how the $3.4M will be spent.

Cover slide of the Recast pitch deck — Seed 2023 — Recast pitch deck, slide 1 (2023)

Recast pitch deck: the facts

Company: Recast
Year: 2023
Stage: Seed
Slides: 17
Sector: Data analytics
Deck type: Seed Pitch Deck
Outcome: $3.4M raised
Headquarters: N. America

Recast pitch deck PDF

The full Recast deck is embedded on this page and can be read slide by slide in the browser — no download or account required. Each slide is covered in the breakdown above.

What the Recast pitch deck was used for

This deck is Recast’s seed-stage fundraising presentation used in late 2022 to raise a $3.4M round for its marketing mix modeling and analytics platform, reported in 2023 coverage as a seed raise at a $25M post‑money valuation.[1][2][12][14] It focuses on positioning media/marketing mix modeling as the “central nervous system” for modern brands amid privacy shifts such as Apple’s iOS 14.5, arguing that marketers must return to sophisticated statistical modeling instead of user‑level attribution.[2] The round was led by Lerer Hippeau with participation from Good Friends, Data Tech Fund, Vibe Capital, and several industry experts.[1][2][12][14] The proceeds were earmarked to scale Recast’s software engineering and data science teams and accelerate product development for its MMM platform.[1][12][13][14]

Business model: Recast provides an automated marketing data science platform that performs marketing mix modeling to help brands accurately measure and optimize the impact of their marketing spend across digital and offline channels.[1][2][3][4][12][14]

Round: Seed
Raised: $3.4M
Lead investor: Lerer Hippeau
Investors: Lerer Hippeau, Good Friends, Data Tech Fund, Vibe Capital, Jonah Goodhart, Adam Grenier
Founders: Michael Kaminsky, Tom Vladeck

Year: 2022 (seed round closed in October 2022, reported in 2022–2023 coverage).[2][12][13][14]

Industry: Marketing analytics / marketing data science / marketing mix modeling SaaS.[1][2][3][4][12][14]

Total funding: Recast has raised at least $4.5M, consisting of a $3.4M seed round and a previously undisclosed $1.1M pre-seed round.[1][12][14]

Use of funds as presented: Scale software engineering and data science teams and accelerate product development of Recast’s automated marketing mix modeling and analytics platform.[1][12][13][14]

What happened after the Recast deck

The deck culminated in a successfully closed $3.4M seed round at a reported $25M post‑money valuation, adding to a previous $1.1M pre‑seed and enabling Recast to invest in engineering and data science to advance its marketing mix modeling platform.[1][2][12][13][14]

Closed a $3.4M seed round led by Lerer Hippeau, with Good Friends, Data Tech Fund, Vibe Capital, and industry experts Jo
Announced total funding of $4.5M including a prior $1.1M pre‑seed round led by Good Friends.[1][12][14]
Publicly stated use of funds to scale software engineering and data science teams and accelerate product development of

What the Recast deck got right

Highly credible, domain‑expert founding team. The founding team consists of statisticians with deep expertise in marketing measurement—Michael Kaminsky previously led the analytics team at Harry’s, while Tom Vladeck built and led a quantitative marketing research firm serving clients like Amazon, McKinsey, and Nike—providing strong domain credibility for an MMM platform.[3][9][11]
Clear product and value proposition around modern MMM. Recast’s deck and surrounding coverage position its product as an automated, self‑service marketing mix modeling platform that ingests omni‑channel spend and revenue data to deliver actionable budget optimization insights, a clear and differentiated value proposition in marketing analytics.[1][2][3][4][12][14]
Compelling alignment with privacy and attribution trends. The narrative explicitly leverages privacy changes (e.g., iOS 14.5) and the breakdown of user‑level attribution as catalysts for adopting aggregate‑level statistical modeling, aligning the company with strong macro and regulatory tailwinds.[2][3][4]
Strong investor syndicate and domain‑expert backers. The seed round associated with the deck was led by a reputable VC (Lerer Hippeau) and joined by Good Friends, Data Tech Fund, Vibe Capital, and well‑known marketing and adtech experts, signaling robust investor confidence.[1][2][12][14]
Successfully justified a premium seed valuation. The raise at a reported $25M post‑money valuation, approximately double median seed valuations at the time, suggests that the deck effectively conveyed a large market opportunity and defensible technology in a way investors found compelling.[2]
Disciplined, product‑focused use of proceeds plan. Use of funds focused on scaling core technical teams (software engineering and data science) to accelerate product development, indicating a disciplined plan to deepen product capabilities rather than diffuse spending.[1][12][13][14]

What could have been stronger

Limited externally verifiable evidence of customer ROI/traction in deck narrative. External coverage emphasizes the qualitative story about broken attribution and privacy changes, but there is limited publicly visible detail on specific customer case studies, quantified lift, or ROI examples tied to the deck, which may make it harder for investors to assess real‑world performance purely from the presentation.[1][2][3][4]
Sparse financial metrics disclosed around the seed deck. Available descriptions of the deck and round focus on the conceptual pitch and valuation rather than disclosing concrete financial metrics like ARR, growth rate, or unit economics at the time of the seed, suggesting these may not have been foregrounded in the presentation that Business Insider reviewed.[2]
Competitive landscape and differentiation appear under‑developed in public descriptions. While Recast clearly positions itself around marketing mix modeling in a post‑iOS‑14.5 world, public articles referencing the deck do not detail how it differentiated its models and methodology versus incumbent MMM providers, which could leave investors wanting more clarity on competitive advantage in the actual slides.[2][3][4]
Go‑to‑market and commercialization details not prominently reported. Reports mention scaling engineering and data science teams but do not outline a granular go‑to‑market strategy (segments, pricing, sales motion) tied directly to the deck, indicating that the presentation may have focused more on product and problem than on commercial execution.[1][2][12][13][14]
High valuation with limited publicly shared supporting metrics. The deck is associated with a relatively high seed valuation, and publicly available write‑ups emphasize this point without showing the detailed risk‑mitigation narrative or milestones backing that valuation, which could be perceived as a gap for more conservative investors reviewing the slides.[2]

How an investor would read this deck

What draws attention

Strength of founding team: both founders are statisticians with deep expertise in marketing measurement and have prior leadership roles in analytics and quantitative research, which directly align with the product’s focus on advanced MMM.[3][9][11]
Clear macro tailwind: the deck capitalizes on increasing privacy constraints (e.g., iOS 14.5) and the failure of user‑level attribution, suggesting durable demand for aggregate‑level modeling.[2][3][4]
Compelling problem framing: external articles highlight Recast’s narrative that billions of dollars are wasted on misguided marketing spend, and that MMM can serve as the “central nervous system” for modern brands’ marketing decisions.[1][2][3][14]
Early validation through investors: participation from respected funds and industry experts (e.g., Lerer Hippeau, Good Friends, Jonah Goodhart, Adam Grenier) indicates market confidence in the deck and team.[1][2][12][14]
Methodological rigor: coverage stresses Recast’s focus on transparent, advanced statistical modeling, which appeals to sophisticated marketers and data‑driven investors.[3][4][9]

Risks that stand out

Dependence on access to high‑quality, multi‑channel data from clients, which can limit effectiveness if data is incomplete or siloed.[2][3][4]
Competitive pressure from both legacy MMM consultancies and newer SaaS measurement platforms, potentially leading to pricing pressure and feature race.[3][4]
Challenges in educating non‑technical marketing teams on advanced statistical concepts and model outputs, which can slow adoption despite strong methodology.[3][4][9]
Risk that future regulatory or platform changes further constrain available data for modeling, requiring ongoing methodological adaptation.[2][3][4]
Execution risk in scaling a relatively small, expert‑driven team into a larger organization while maintaining methodological rigor and product quality.[1][3][4][5]

Questions this deck invites

What specific commercial traction (paying customers, retention, usage) did Recast have at the time of this seed deck, and how did those metrics support a $25M post‑money valuation?[2]
How does Recast’s marketing mix modeling methodology compare to traditional MMM and competing SaaS platforms in terms of accuracy, speed, data requirements, and ability to handle channel interactions?[3][4]
What was the concrete pricing and go‑to‑market strategy (target verticals, deal sizes, sales motion) presented alongside this deck, and how has it evolved since the seed round?[1][2][4]
How have privacy and platform changes (e.g., additional browser or OS restrictions beyond iOS 14.5) affected Recast’s data pipelines and model performance since the deck was created?[2][3][4]
What milestones (product features, team growth, revenue targets) did the company commit to achieving with the $3.4M seed round, and which of those have been met or exceeded to date?[1][12][13][14]

What founders can take from the Recast deck

A seed deck for a complex analytics platform can successfully raise capital when it pairs a clearly articulated, large‑scale problem (billions in wasted marketing spend) with a concise, technically credible solution (modern media mix modeling) and a team whose background directly matches that soluti
Framing a product as a “central nervous system” for a critical business function (marketing spend optimization) can help investors quickly understand its strategic importance and justify a premium valuation.[2]
Explicitly tying a product’s relevance to major ecosystem shifts (such as privacy changes like iOS 14.5 and the breakdown of user‑level attribution) can create urgency and a clear macro tailwind narrative in a deck.[2][3][4]
Highlighting investors with domain expertise and strong reputations in marketing and adtech (e.g., Jonah Goodhart, Adam Grenier) can reinforce the deck’s credibility and signal that the solution is respected by practitioners.[1][2][12][14]
Using proceeds to scale core technical capabilities (software engineering and data science teams) demonstrates a focus on deep product development rather than purely commercial expansion, which can appeal to investors in technically demanding SaaS categories.[1][12][13][14]
Combining concise storytelling in the pitch deck with post‑raise media coverage (Business Insider, AlleyWatch, CDP Institute) can amplify the perceived market momentum and help position the company as a category leader early in its lifecycle.[1][2][12][14]

Recast pitch deck: common questions

How much did Recast raise with this pitch deck, and when?

Recast used this deck to raise a $3.4M seed round in October 2022, reported in 2023 coverage as part of a funding announcement at a $25M post‑money valuation.[2][12][14]

Who invested in Recast’s seed round featured in this pitch deck?

The seed round was led by venture firm Lerer Hippeau, with participation from Good Friends, Data Tech Fund, Vibe Capital, and industry experts Jonah Goodhart and Adam Grenier.[1][2][12][14]

What does Recast’s product do, as described around this deck?

Recast’s platform ingests a customer’s marketing spend and performance data across online and offline channels and uses advanced statistical marketing mix models to estimate and forecast the incremental impact of each channel on revenue, enabling marketers to reallocate budget more effectively.[1][2][3][4][12][14]

What was the main use of funds in the Recast deck’s seed round?

According to reports on the seed round and pitch deck, the company framed the raise as a way to scale its software engineering and data science teams to accelerate development of its self‑service marketing mix modeling platform.[1][12][13][14]

What valuation did investors give Recast when they funded this deck?

Business Insider reported that Recast’s seed deal closed at a $25M post‑money valuation (around $21M pre‑money) for the $3.4M seed round associated with this deck.[2]