8+ years growing brands on KPIs, now with AI
Performance Marketing for Home Improvement Ecommerce Brands
Blended ROAS is the only number that matters. We build the paid media, creative, and attribution systems that move it, built around how homeowners actually shop, not how ad platforms report.
Google Ads · Meta · TikTok Partner · 8+ Years Growing DTC Brands
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The Challenge
Home Improvement Ecommerce Is a Category That Punishes Generic Marketing
You're selling into a market where Home Depot owns 17% share, Lowe's owns 15%, and Amazon is the first place 63% of shoppers start their search. Your DTC brand is fighting for the remaining fraction, and you're doing it with a fraction of their budget, their review counts, and their logistics infrastructure.
Your customer doesn't browse casually. They buy when a fixture breaks, when a renovation project finally starts, or when they've been locked out of a move by rising mortgage rates and decide to renovate instead. That need-based trigger means demand spikes are real but hard to predict, and the consideration window for anything over $150 stretches 3 to 14 days across multiple devices and sessions. Your attribution model is already lying to you about which touchpoint closed the sale.
The category's seasonality is specific and unforgiving. Spring (March through May) is your biggest acquisition window — outdoor, deck, paint, roofing — and if your campaigns aren't fully funded and live by mid-February, you've already ceded ground. July is statistically the highest-efficiency paid media month in home and garden, with blended ROAS peaking around 5.3x. January and February are dead for acquisition; your Meta CPMs are still high, but conversion intent has fallen off a cliff.
And the unit economics create a structural tension most agencies never address: your AOV on a meaningful purchase — fixtures, power tools, lighting — lands somewhere between $200 and $600. Your CAC in this category can run $127 to $462 depending on the product. That math only works if you extend LTV, because 43% of your power tool buyers will not purchase again until something breaks. The brands winning in home improvement have cracked second-purchase rate through accessories, consumables, and bundling, not by spending more on acquisition.
The Opportunity
The Brands That Get the Mechanics Right Are Taking Share From Giants
Here is what the data actually shows: smaller DTC home improvement brands improved ROAS by 16.5% year-over-year in the last measured period, while mid-market and large brands saw a 9% decline. The gap is creative iteration speed and attribution discipline, not budget.
The homeowner market is structurally favorable right now. High mortgage rates have locked millions of homeowners in place, and locked-in homeowners renovate. They spend 72% more on tools and home improvement than renters. The demand is there. The question is whether your brand is visible and trusted when the project starts.
Google Shopping and PMax are producing a 13.95% year-over-year increase in click-through rates in this category, meaning high-intent buyers are clicking more. The brands capturing that traffic profitably are the ones with clean product feeds, strong creative in their retargeting pools, and landing pages that resolve the three objections that kill home improvement conversions: compatibility anxiety, shipping cost sticker shock, and the inability to see the product in person.
Email and SMS remain the highest-ROAS owned channel in the category, and a disciplined post-purchase sequence can lift second-purchase rate by 20 to 35% without touching acquisition budget. Most home improvement brands treat email as an afterthought. That is a margin problem disguised as a channel problem.
The window to build a durable nCAC advantage is open right now, before your category's peak season. The brands that go into spring with clean attribution, proven creative, and a funded media plan will acquire customers at a cost the reactive brands simply cannot match.
What Most Get Wrong
What Home Improvement Brands (and Their Agencies) Keep Getting Wrong
Trusting platform ROAS instead of blended ROAS
Meta reports 4x. Google reports 6x. Your bank account disagrees. Post-iOS 14, platform-reported ROAS is a flattering fiction. Brands optimizing to it are scaling campaigns that look profitable and aren't, because the attribution model is counting the same sale twice across channels. The only number worth running your business on is blended ROAS: total revenue divided by total ad spend, full stop.
Running the same budget and creative in January that worked in July
Home and garden ROAS drops to 2–2.5x in January and February. Brands that don't pull back acquisition spend in the trough and redirect that budget toward creative testing and email nurture are burning margin when conversion intent is at its seasonal floor. Then they're underfunded when March arrives and the spring buying window opens.
Ignoring the compatibility and fit objection on product pages
Compatibility anxiety is the number-one cart abandonment driver for fixtures, hardware, and tools. If your product page doesn't answer 'will this work with my existing setup' with a measurement guide, a compatibility checker, or detailed specs, you are paying to acquire traffic that self-selects out at the last step. No retargeting budget fixes a product page that doesn't resolve the core objection.
Letting PMax cannibalize brand traffic without guardrails
Performance Max campaigns will happily spend a significant portion of budget on branded queries (traffic that would have converted organically) and report it as new acquisition. Without brand exclusions and a clear segmentation between brand and non-brand performance, your nCAC looks better than it is and your actual new customer growth is slower than you think.
Treating email as a broadcast channel instead of an LTV engine
In a category where 43% of buyers won't repurchase until something breaks, the post-purchase sequence is the entire LTV strategy. A brand sending one 'thanks for your order' email and then monthly newsletters is leaving 20–35% second-purchase lift on the table. Accessories, consumables, project completion prompts, and seasonal reactivation. This is where home improvement margin is made.
Why Now
Why the Next 90 Days Are the Highest-Leverage Window in Home Improvement
Spring is the largest acquisition season in the home improvement category. Outdoor projects, deck and patio, exterior paint, roofing: the demand wave starts in March and the brands that are fully funded, with proven creative and clean attribution, capture it at the best CPMs of the year. The brands scrambling to set up campaigns in April pay a premium for the same clicks.
At the same time, a structural shift is happening in how the best-performing DTC brands operate their paid media. The 16.5% ROAS improvement smaller brands achieved last year didn't come from bigger budgets. It came from faster creative iteration and better signal quality. AI-assisted creative testing and attribution tooling have made it possible for a lean team to run the kind of systematic, high-velocity testing that used to require a 10-person in-house performance team.
Most of your direct competitors are still running the same three ad creative angles they launched six months ago, optimizing to platform ROAS, and hoping their PMax campaigns sort themselves out. The gap between a brand operating with discipline and one operating on instinct has never been wider, and it shows up directly in nCAC.
The window to build that advantage before your competitors figure it out is open right now. Spring campaigns need to be built and tested in the next 60 days. The brands that go into peak season with proven creative, clean measurement, and a funded media plan will acquire customers at a cost that compounds into a durable competitive moat.
The Mechanism
Where AI Creates Real Edge for Home Improvement Ecommerce
Real productivity, not AI theater. Here's where it actually moves a number for home improvement brands.
Creative
What AI does: AI-assisted creative production and systematic angle testing — generating multiple ad concepts per week across product categories, seasonal triggers (spring outdoor, fall indoor), and buyer objection angles (compatibility, shipping, returns) — then reading performance signals to double down on what's working.
The result: A home improvement brand can test 5 to 8 distinct creative angles per week instead of 1 to 2, finding the message that drives profitable new customer acquisition faster and at lower cost.
Why it matters here: The 16.5% ROAS improvement smaller brands achieved over larger competitors last year was driven almost entirely by creative iteration speed. In a category where the visual has to resolve a compatibility or fit objection before the click, finding the right frame quickly is a direct revenue lever.
Analytics
What AI does: AI-powered attribution modeling that reconciles platform-reported ROAS against actual blended ROAS and MER, flagging when Meta or Google is overclaiming revenue, identifying which campaigns are genuinely driving new customer acquisition versus retargeting existing buyers, and separating brand from non-brand performance in PMax.
The result: You stop optimizing to a number that's lying to you. Budget moves toward the campaigns actually driving profitable nCAC, not the ones that look best in the platform dashboard.
Why it matters here: Post-iOS 14, every home improvement brand is working with degraded signal. The ones that build a clean measurement foundation — blended ROAS, MER, true nCAC — make better budget decisions than competitors still trusting platform attribution. That compounds over every peak season.
Digital Ads
What AI does: AI-assisted campaign structure and bid strategy tuned to the home improvement seasonal calendar: scaling acquisition budget ahead of the spring and July peaks, pulling back in the January–February trough, and maintaining retargeting pressure across the 3-to-14-day consideration window that high-AOV home improvement purchases require.
The result: Ad spend follows actual demand patterns instead of a flat monthly budget, improving efficiency across the full year and ensuring peak-season campaigns are funded and tested before CPMs rise.
Why it matters here: Home improvement has one of the most predictable seasonal ROAS curves in ecommerce: July peaks at 5.3x, January troughs at 2–2.5x. Brands that match their spend to that curve systematically outperform brands running static budgets.
Conversion Optimization
What AI does: AI-driven analysis of product page and landing page performance, identifying where compatibility anxiety, shipping cost sticker shock, or insufficient imagery is causing drop-off, then testing structured fixes: measurement guides, compatibility callouts, free-shipping threshold placement, and video or 360° imagery prioritization.
The result: Higher conversion rates on the high-AOV traffic you're already paying to acquire, which directly improves blended ROAS without increasing ad spend.
Why it matters here: Unexpected shipping costs drive 55% of cart abandonment in ecommerce. Compatibility anxiety is the top objection in fixtures, hardware, and tools. A product page that doesn't resolve both objections is a leaky bucket, and no amount of retargeting budget compensates for a structural conversion problem.
What AI does: AI-built post-purchase automation sequences: accessory recommendations timed to project completion windows, seasonal reactivation triggers (spring outdoor projects for a buyer who purchased indoor hardware in fall), and second-purchase prompts built around the specific product category the customer bought.
The result: Second-purchase rate lift of 20 to 35%, extending LTV in a category where repeat purchase frequency is structurally low and the math of profitable acquisition depends on it.
Why it matters here: When 43% of your buyers won't repurchase until something breaks, the post-purchase sequence is the entire LTV strategy. A disciplined email program is the difference between a 2:1 and a 3:1+ LTV:CAC ratio, the threshold where the unit economics of paid acquisition become sustainably profitable.
Ready to see what this looks like for your home improvement brands business?
No obligation. A senior strategist will show you exactly where the wins are.
The Strategy
How Home Improvement Ecommerce Marketing Should Actually Be Run
The governing metric for every decision is blended ROAS: total revenue divided by total ad spend across every channel. Not Meta ROAS. Not Google ROAS. The number your P&L actually reflects. Everything else is a diagnostic, not a north star.
The channel stack for a home improvement DTC brand has a clear hierarchy. Google Shopping and PMax capture the high-intent transactional searches — 'cordless drill under $200,' 'matte black bathroom faucet,' 'deck stain for pressure-treated wood' — and the feed quality and product titles are the real lever, not the bid strategy. Brand and non-brand campaigns must be segmented from day one so PMax isn't claiming brand-search conversions as new acquisition wins.
Meta runs the two distinct jobs it's actually good at: prospecting with creative that resolves the category's core objections (compatibility, fit, shipping), and retargeting the 3-to-14-day consideration window with social proof and urgency. Prospecting ROAS will run 2 to 3x; retargeting can reach 8 to 15x. Conflating the two in reporting is how brands make bad scaling decisions.
The seasonal budget plan is non-negotiable. Spring campaigns — outdoor, deck, paint, exterior — must be funded and live by mid-February. July is the highest-efficiency month in the category and should receive a budget increase, not a plateau. January and February are for creative testing, catalog expansion, and email nurture, not acquisition spend at flat budgets.
Email and SMS run as the LTV engine, not the broadcast channel. Post-purchase sequences are built around the specific product category purchased, the likely project timeline, and the accessory or consumable that extends the initial purchase. Second-purchase rate is tracked as a KPI alongside nCAC.
Attribution is set up to tell the truth: blended ROAS and MER are calculated weekly, platform-reported numbers are treated as directional signals only, and nCAC is separated from returning-customer revenue so you always know what it actually costs to acquire a new customer.
The one number that governs this
The governing KPI is blended ROAS (total revenue divided by total ad spend), measured weekly. Secondary KPIs: nCAC, second-purchase rate, and MER trending quarter-over-quarter.
How We Help
How Sagum Executes This for Your Home Improvement Brand
We start where the strategy starts: clean measurement. Before we touch a campaign, we verify your attribution is telling the truth: blended ROAS, MER, and true nCAC separated from returning-customer revenue. Then we build the paid media, creative, email, and conversion systems that move those numbers. Here is exactly what that looks like for a home improvement brand.
Paid Media: Google Shopping & PMax
We build and manage your Google Shopping and PMax campaigns with clean brand/non-brand segmentation so PMax isn't inflating your nCAC with brand-search conversions. Feed optimization — product titles, attributes, and imagery — is treated as a primary lever, not an afterthought.
Paid Media: Meta Ads
We run Meta as two distinct programs: prospecting creative that resolves compatibility and shipping objections for new audiences, and a retargeting program designed to close the 3-to-14-day consideration window your high-AOV buyers require. Both are measured separately against their appropriate ROAS benchmarks.
Creative Production & Testing
We produce and systematically test multiple creative angles per week — seasonal triggers, objection-resolution formats, product demonstration, and social proof — using AI-assisted production to increase test velocity. We find the message that drives profitable nCAC faster than a brand testing one creative per month.
Analytics & Attribution
We build your blended ROAS and MER reporting framework, reconcile it against platform-reported numbers weekly, and flag attribution errors before they drive bad scaling decisions. This is the foundation everything else is built on.
Conversion Optimization
We audit and improve your product pages and landing pages against the category's core conversion killers: compatibility anxiety, shipping cost sticker shock, and insufficient product visualization. Fixes are tested and measured against conversion rate and add-to-cart rate, not opinions.
Email & SMS Automation
We build your post-purchase LTV engine: category-specific accessory sequences, seasonal reactivation flows, and second-purchase prompts timed to your buyers' project windows. Second-purchase rate is tracked as a KPI alongside nCAC.
Seasonal Budget Planning
We build your annual media budget around the home improvement seasonal calendar: funded and live for spring by mid-February, scaled for the July efficiency peak, pulled back in the January–February trough and redirected to creative testing. Your spend follows actual demand, not a flat monthly line item.
Who's Behind This
Who we are, and what makes us different
Sagum is a performance marketing agency founded in January 2017 in St. George, Utah. We've spent 8+ years growing real brands and being judged on KPIs, not vanity metrics.
We deliberately limit how many clients we take so each one gets senior attention. We treat your numbers like our own, we never run generic playbooks, and your strategy is built for your business, because shouldn't your brand's marketing be custom to your brand?
Sagum.ai is our AI arm: the same proven operators now build AI into the work wherever it creates real edge, not as theater, but as leverage applied with discipline.
- 8+ years growing brands on performance KPIs, not vanity metrics
- Limited client roster, with senior attention on every account
- An extension of your team; your success is tied to ours
- Custom strategy per brand, never a generic playbook
- AI built in where it moves a number; judgment over hype
“Sagum is a performance marketing agency that's spent 8+ years growing brands by treating their numbers like our own. We take on few clients, never run generic playbooks, and now build AI into the work wherever it creates real edge, not hype. Your strategy is built for your business, and our success is tied to yours.”
“After six years, Sagum is our most important partner: trusted, communicative, and caring about our business as if it's their own.”
Proof
Broke a 2-year ROAS plateau with +115% ROAS at the same spend
House of Jade
Challenge
House of Jade had been stuck at the same ROAS for two years. Spend was consistent, the product was strong, but the performance ceiling wouldn't move, a pattern we see often in home goods brands where the initial channel setup works well enough that no one questions whether it's actually optimized.
What we did
We rebuilt their attribution foundation, identified where budget was being misallocated based on inflated platform signals, restructured their paid media around the channels and creative angles actually driving new customer revenue, and systematically tested our way to a better-converting funnel.
Result
House of Jade broke their two-year ROAS plateau with a 115% ROAS improvement at the same spend level, and recorded their biggest, most profitable Q4 on record. The numbers are verified at sagum.com/case-studies/.
Spring Is the Biggest Acquisition Window in Home Improvement. Let's Build Your Plan Before It Opens.
No obligation. One focused session built around your brand's actual numbers: blended ROAS, nCAC, and where the real growth is. We take on a limited number of clients so every engagement gets senior attention.
Sagum · January 2017 · St. George, Utah · 8+ years