Atomic One|Case Study

Sugar Plum Chocolates

Turning Peak Season Chaos into a Plan That Works

A gourmet chocolates and seasonal gift brand whose entire year rides on a handful of unforgiving windows: Easter, Christmas, and major gifting occasions. Sugar Plum moved from managing every peak by hand to a documented roadmap that starts before the season does.

Revenue growth
+0%
Profit growth
+0%
despite doubling ad spend to fuel growth
Avg. keyword rank improvement
~0%
*The comparison is from Jun, Jul & Aug 2025 vs. the same months in 2026.
Brand Snapshot
Industry
Gourmet ChocolatesSnacks + Seasonal Gift Baskets
Active SKUs
23
Marketplaces
US
Partner since
Mar 2026with Atomic One
01 The Situation

A seasonal business without a system behind it.

Sugar Plum's calendar is built around a handful of enormous, unforgiving windows. Easter, Christmas, and other gifting occasions do not arrive gradually. They hit all at once, and nearly all of the year's volume rides on getting a few weeks exactly right. For a business this dependent on peak timing, everything was still being managed by hand.

01

No advance plan

Preparation for a peak window started once the peak window was already underway, not before it. No system tracked what needed to happen and when.

→ Peaks entered reactively, not planned for
02

Profitability tracked too late

Without a way to see margin and performance in real time, the team could only tell whether a peak had gone well once it had already passed.

→ Results known only after the fact
03

PPC and pricing that could not keep pace

Ad spend and pricing decisions during a peak window were made manually, unable to adjust as fast as demand, stock levels, and competition were actually moving.

→ Manual decisions in a fast-moving market
04

Incomplete store foundation

Pieces of store development had been left unfinished, meaning the account was entering its highest-stakes moments on a foundation that was not fully built out.

→ Highest-stakes moments, unfinished setup

Javier gives us a plan of what's necessary and we love that. The organization is really great, so now we're preparing before the season so that we have a flawless selling experience.

Neil Edley
Neil Edley
CIO · Sugar Plum Chocolates
02 The Operational Change

From reactive firefighting to a planned system.

Sugar Plum moved from reactive firefighting to a planned, AI-monitored system that runs every peak season from the start.

I
Planning

Seasonal roadmap

A documented plan before every peak, built by Atomic One strategic advisor, Javier.

Plan in place before the season
II
Monitoring

AI agent monitoring

Continuous tracking of pricing, ads, and inventory through the peak window.

Monitoring continuous
III
Performance

Profitability and PPC

Margin and ad performance tracked through the peak, not discovered after it.

Margin visible in real time
IV
Foundation

Store foundation

Unfinished setup work closed out ahead of the next peak window.

Foundation closed out
V
Catalog

Catalog realization

The SKU catalog was rationalised down to what actually earns its shelf space.

SKUs 31 → 23
03 The Results

A change in perspective is already paying off.

A change in perspective and organization is already paying off, with real results to show for it.

Confirmed data

Revenue up 29%

Across the 7 ASINs Atomic manages.

Confirmed data

Profit up 11%

Despite doubling ad spend to fuel growth.

Confirmed data

Keyword rank up ~40%

Avg. rank ~50 to ~33, in 6 of 7 ASINs.

Neil

Prepared, not reactive

Peak season now starts before the season does.

Neil

Lower stress

Less pressure heading into the biggest weeks of the year.

Knowing what's needed makes it a lot more thorough and it gives us a better vision here. So it makes it less stressful on our side.

Neil Edley
Neil Edley
CIO · Sugar Plum Chocolates
04 Before & After
Dimension
Before
After
Peak season preparation
Start once the season was already underway
Documented plan in place before the season begins
Day-to-day monitoring
Manual, whenever someone had time to check
Continuous, via the Atomic One strategy advisor
Team experience heading into peaks
Reactive and stressful
Prepared and, in Neil's words, flawless
Revenue*
Baseline
+29% year over year
Keyword rank*
Average rank ~50
Average rank ~33, ~40% higher visibility

Less guesswork.
More growth.
Starting now.

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