Work that compounds.

A Tools & Home Improvement brand operating at serious scale — past $5M in attributed sales — where the numbers still read healthy on the surface. At that volume, the risk isn’t a visible crash. It’s quiet erosion: every structural fault compounds against a larger spend base, and margin leaks faster than any single report makes obvious. The account had been scaled hard. The architecture hadn’t been rebuilt to hold that scale.

A full account read surfaced the fragmentation that scale had been hiding. Portfolios overlapped on the same keywords, bidding against the account’s own budget. Converting search terms were being captured by broad-match campaigns at premium CPC, when they belonged in dedicated exact-match campaigns at controlled bids. At $5M of throughput, each inefficiency was small as a percentage and large in absolute dollars.

The architecture was rebuilt around clear keyword ownership. Converting search terms were harvested and isolated into dedicated exact-match campaigns at optimized bids. Threshold-based negative harvesting ran across the full account, cutting spend on terms that had cleared break-even without converting. The Compound Effect was applied — paid traffic directed at the strongest keyword clusters to build organic rank, so the account’s best terms carried more of their own weight over time.

ACoS held at 22.45% while sales scaled past $5.4 million — efficiency maintained through the climb, not traded away for it. The account now scales on an architecture built to hold the volume rather than one retrofitted after the fact.

A high-volume Building Supplies account in a category where CPCs run high and thin margins punish waste. Sales were strong; the efficiency they were being bought at was the open question. The account was competing against itself before it ever reached a competitor.

A full read found the account bidding against its own budget. Broad-match and exact-match campaigns were chasing the same converting terms, driving CPC up on keywords the account already owned. Spend that should have compounded was being split and inflated by internal competition.

Keyword ownership was made explicit. Converting terms were harvested out of the broad structures and isolated into dedicated exact-match campaigns at controlled bids, ending the internal bidding war. Negative harvesting sealed the broad campaigns so they fed discovery instead of cannibalizing proven terms.

ACoS settled at 14.53% on $2.94M in attributed sales — a 6.94 ROAS in a category that rarely allows it. Elite efficiency, held at volume rather than traded away for it.

An Automotive brand engaged for the long term, where the test isn’t a single restructure but whether performance keeps improving as volume grows. Most accounts trade efficiency for scale. The question was whether both could move the right way at once — and keep moving.

Rather than a single audit, the account was read continuously. Each cycle surfaced the next constraint — a converting term sitting in the wrong campaign, a bid drifting off target, spend pooling on terms past break-even. None was dramatic alone. Compounded across a long engagement, they were the difference between a flat account and a climbing one.

The architecture was maintained the way an engineered system is maintained — measured against target ACoS every cycle, not industry averages. Converting terms were continuously harvested and isolated, negatives harvested on a standing cadence, bids recalibrated as the category moved. The account was never left to run itself.

Sales climbed to $1.87M while ACoS trended down to 24.41% across the same stretch — efficiency improving as volume grew. Proof the two move together when an account is operated, not just launched.

An Educational Toys account that had held flat for years — steady volume, no trajectory. In a category shaped by gifting peaks, the account had never been built to convert the demand those peaks brought. It was present in the category without ever leading in it.

A full read found proven converting terms buried inside broad campaigns, captured at premium cost and never built into dedicated rank. Seasonal gifting demand arrived on schedule each year — and the structure wasn’t positioned to own the searches that demand drove. The plateau wasn’t the category’s ceiling. It was the structure’s.

Engaged in 2025. Converting terms were harvested and isolated into dedicated campaigns ahead of the season; negative harvesting cleared dead spend; keyword discovery opened space the account had never reached. The structure was timed so the next demand peak landed on campaigns built to convert it.

Sales climbed sharply and held, settling at $928K with ACoS at 23.45%. Years of flat performance turned in a single season — and stayed turned.

A Grocery & Gourmet Food account engaged at the start of 2026 — no legacy structure to unwind, but no margin for a messy start either. Built wrong, a new account spends months bleeding before it stabilizes. The work was to make the first dollar of spend count.

With no account history to read, the read was the category and the listings: where converting demand sat, which terms a new entrant could own, and where CPCs would punish a broad, untargeted launch.

The architecture was built clean — dedicated campaign structure from day one, converting terms targeted directly rather than discovered expensively, bids set to a tight profit threshold from the first impression. Negative coverage was in place before spend scaled, not retrofitted after it leaked.

Sales climbed month over month while ACoS held under 20%, settling at 19.07% on $119,930 in attributed sales. A grocery account scaled cleanly from the start — profitable while it grew, not after.

A Baby & Toddler Toys account in the German marketplace — a different language, different search behavior, and different category dynamics to any English-speaking market. Keyword work that assumes English breaks here. The structure has to be built in the buyer’s language, not translated into it.

A full read of the German category mapped how buyers actually searched — the terms, the modifiers, the intent patterns a direct translation of English keywords would miss entirely. Converting demand sat in phrasing specific to the marketplace.

The architecture was built natively to German search. Converting terms were isolated into dedicated campaigns at controlled bids; negative coverage was set against the marketplace’s own irrelevant-search patterns, not an English account’s. The same engineering discipline, applied to a different language’s demand.

€120,550 in attributed sales at a 4.59 ROAS and 21.78% ACoS — profitable scale in a non-English marketplace, run on how the market actually searches. The system travels; the inputs get rebuilt each time.