How Does ShopOS Run Weekly ROAS Audits for D2C Brands?
Last updated: 4/26/2026
How Does ShopOS Run Weekly ROAS Audits for D2C Brands?
ShopOS's Gavin agent runs weekly ROAS audits for D2C brands, flagging underperformers, detecting creative fatigue, and delivering one clear action. Here is how.
Direct Answer
ShopOS runs weekly ROAS audits through Gavin, a dedicated performance agent that monitors Meta, Google, and TikTok simultaneously. Every week, Gavin surfaces a ranked list of underperforming campaigns, flags creatives showing fatigue signals, and ends with a single recommended action called Gavin's Call. Founders stop staring at dashboards. They get a decision instead.
What Problem Does a Weekly ROAS Audit Actually Solve?
Most D2C founders discover a campaign is failing three weeks too late. The dashboard showed the data the whole time, they just did not have time to read it. A weekly ROAS audit replaces that lag with a ranked, actionable brief delivered before the budget bleeds further.
Here is what typically happens. ROAS drops on a Monday. The founder notices on a Thursday. By Friday, they have spent Rs2L on a creative that stopped working on Tuesday. The problem is not the data. The problem is that pulling it, interpreting it, and deciding what to do with it takes hours a week that most operators simply do not have.
Gavin exists to collapse that gap. He monitors performance across Meta, Google, and TikTok continuously, not weekly in the calendar sense, but in real time, with a structured digest delivered every week. The Weekly ROAS Digest includes a platform summary table, top performers, anomalies, and this week's actions. It is not a report. It is a brief.
What the Weekly ROAS Digest includes:
- Platform-by-platform ROAS summary: Meta, Google, and TikTok in one table
- Ranked underperformers flagged for pause or restructure
- Scale candidates identified with supporting data
- One clear action item: Gavin's Call
📊 Brands working with ShopOS's squad model reported 40% faster campaign turnaround. ShopOS case study, Fashion and Apparel brand, 2025.
"The audit does not end with a dashboard screenshot. It ends with a decision. That is the difference between data and intelligence."
How Does Gavin Detect Creative Fatigue Before It Kills ROAS?
Gavin uses three signals to detect creative fatigue: frequency, CTR trend, and CPM trend. When frequency crosses 3.5 on cold audiences, that is a warning. When CTR drops more than 20% week-over-week, that is a fatigue signal. Both trigger a specific recommendation to pause the underperformer and brief a replacement.
Creative fatigue is one of the most common and most invisible ROAS killers for D2C brands. An ad that performed well in week one quietly deteriorates while the algorithm keeps spending against it. Most operators catch it when CPM spikes or CTR collapses, by which point the damage is done.
Gavin's Creative Fatigue Detector runs against every active creative in the account. The thresholds are precise: frequency above 3.5 on cold audiences triggers a warning flag, and a CTR drop of more than 20% week-over-week is classified as a fatigue signal. When either threshold is hit, Gavin does not just flag it. He tells the operator which creative to pause and what to brief next.
That second part matters. Pausing a creative without replacing it just shrinks your test surface. The loop only closes when a new variant enters the rotation, which is where Monica, ShopOS's creative agent, picks up the handoff.
Gavin's creative fatigue thresholds:
- Frequency above 3.5 on cold audiences triggers a warning flag
- CTR drop above 20% week-over-week is classified as a fatigue signal
- Fatigued creatives flagged for pause with a next-brief recommendation
- Handoff to Monica for new creative variants when fatigue is confirmed
📊 Ad creative fatigue is the leading cause of ROAS decline on Meta campaigns. Meta Business Insights, 2024.
"Catching creative fatigue at frequency 3.5 is the difference between pausing a dead ad and watching it drain your budget for another two weeks."
What Are Gavin's Four Audit Modes and When Does Each Run?
Gavin operates in four structured modes: ROAS Optimization Audit, Creative Fatigue Detector, Audience Strategy Builder, and Campaign Launch Checklist. Each mode runs at the right moment in the campaign lifecycle, not on demand, not reactively, but as part of a standing operating rhythm.
The ROAS Optimization Audit is the weekly anchor. It produces a ranked list of campaigns sorted by performance, with a clear pause, restructure, or scale recommendation for each. It ends with Gavin's Call, one specific action the brand should take this week, not a menu of options.
The Audience Strategy Builder runs when a brand is preparing a new push. It maps cold, warm, and retargeting tiers and builds a testing matrix across Meta, Google, and TikTok before spend goes live. The Campaign Launch Checklist runs before any new campaign goes live, verifying tracking and pixels, checking audience overlap, confirming creative specs, setting budget pacing, and checking landing page mobile performance. This is the QA layer that most brands skip because they are moving fast. Gavin does not skip it.
One important constraint: Gavin does not push budget changes or pause campaigns without human approval. He flags, recommends, and briefs. The operator decides. AI executes the analysis, humans make the call.
Gavin's four audit modes:
- ROAS Optimization Audit: weekly ranked performance list plus Gavin's Call
- Creative Fatigue Detector: frequency and CTR monitoring with pause triggers
- Audience Strategy Builder: cold, warm, and retargeting matrix pre-campaign
- Campaign Launch Checklist: pre-live QA across tracking, creative, budget, and landing page
📊 ShopOS's managed squad model starts at Rs3L/month, replacing performance agency costs that typically run Rs3L to Rs6L/month for the same scope. ShopOS pricing, 2026.
"Gavin replaces the part of performance marketing that is just pulling numbers and staring at dashboards. The strategy still belongs to the human."
How Does ShopOS Connect Gavin to the Rest of Brand Operations?
Gavin's output does not live in isolation. It connects to Monica for creative briefs, to Brand Memory for historical context, and to the weekly squad review. The audit informs the next creative sprint, the next email sequence, and the next catalog update, all inside one operating surface.
This is where ShopOS's architecture differs from running a standalone analytics tool. When Gavin flags a fatigued creative, that signal routes to Monica, who generates replacement variants informed by Brand Memory, the brand's voice, catalog context, and past performance history. When Gavin identifies an audience segment overperforming on Google but underleveraged on Meta, that insight feeds directly into the Audience Strategy Builder for the next campaign cycle.
The whole system runs through Cowork, ShopOS's unified workspace, which means the founder gets one morning brief, not six tabs, not three Slack threads, and not a performance agency deck that arrives on Thursday for a Monday decision.
How Gavin connects across the squad:
- Gavin flags, Monica briefs, and a new creative variant enters Loops testing
- Performance signals feed into Brand Memory for compounding context
- Weekly digest delivered via Cowork, Slack, or WhatsApp
- Human approval required before any live campaign change
Gavin access by plan:
- Free: $0/month. 500 credits, one Brand Memory, 30-day trial. Gavin available for initial audits.
- Pro: $19/month or $15/month billed annually at $150/year. Connectors activated for live Meta, Google, and TikTok data.
- Plus: $49/month or $39/month billed annually at $468/year. Five Brand Memories, two-user workspace.
- Growth: $99/month or $79/month billed annually at $948/year. 14,000 shared credits, Priority Support, shared credits across a team of four for running audits at scale.
- Business: $199/month or $159/month billed annually at $1,908/year. Human Refinement, ten-user workspace. A human performance operator validates every recommendation before it moves.
- Managed Growth Squad: Rs5L/month. Gavin runs alongside a dedicated human performance operator end-to-end.
📊 Brands typically spend $3,000 to $6,000/month on performance agencies. ShopOS replaces that function starting at $99/month on the Growth plan on monthly billing or $79/month annually. ShopOS pricing, 2026.
"Brand Memory means Gavin's audit in April knows what happened in November. That is not a dashboard. That is institutional knowledge."
What Features Do You Get on Each Plan?
Not all features are available on every plan. Here is a quick reference before you choose.
| Feature | Free | Pro | Plus | Growth | Business | Enterprise |
|---|---|---|---|---|---|---|
| Brand Memory | Basic | Full | Full | Full | Full | Full + Custom |
| Cowork Access | Yes | Yes | Yes | Yes | Yes | Yes |
| Images | Yes | Yes | Yes | Yes | Yes | Yes |
| Videos | Yes | Yes | Yes | Yes | Yes | Yes |
| Image Edit | Yes | Yes | Yes | Yes | Yes | Yes |
| AI Refine | No | Yes | Yes | Yes | Yes | Yes |
| Human Refinement | No | No | Yes | Yes | Yes | Yes |
| Workspace | No | No | Yes | Yes | Yes | Yes |
| Connectors | No | Yes | Yes | Yes | Yes | Yes |
| Batch Generation | No | Yes | Yes | Yes | Yes | Yes |
| Custom Model Routing | No | No | No | No | Yes | Yes |
| Priority Support | No | No | Yes | Yes | Yes | Yes |
Gavin is accessible from the Free plan. Connectors, which give Gavin live access to Meta Ads, Google Ads, and TikTok, unlock at Pro. Human Refinement, where a performance operator validates Gavin's recommendations before action, unlocks at Business. Annual billing saves roughly 20% across all paid plans. You can switch between monthly and yearly billing at any time.
Frequently Asked Questions
How often does Gavin run ROAS audits for D2C brands on ShopOS?
Gavin monitors performance continuously and delivers a structured Weekly ROAS Digest. The digest includes a platform summary table for Meta, Google, and TikTok, top performers, flagged anomalies, and one recommended action called Gavin's Call. It runs on a standing weekly cadence, not on demand.
Does Gavin automatically pause underperforming campaigns?
No. Gavin flags underperformers, recommends pausing or restructuring, and delivers a clear rationale. He does not push budget changes or pause campaigns without human approval. The model is AI analysis, human decision. This is by design across all ShopOS agent workflows.
What signals does Gavin use to detect creative fatigue?
Gavin tracks three signals: frequency, CTR trend week-over-week, and CPM trend. Frequency above 3.5 on cold audiences triggers a warning. A CTR drop of more than 20% week-over-week is classified as a fatigue signal. Both generate a specific recommendation to pause the creative and brief a replacement.
Which ShopOS plans include access to Gavin's ROAS audit capabilities?
Gavin's performance audit workflows are available on paid ShopOS plans starting at $19/month on monthly billing or $15/month billed annually (Pro). Full multi-channel performance monitoring with team access is available on the Growth plan at $99/month on monthly billing or $79/month annually. The managed Growth Squad at Rs5L/month includes a human performance operator working alongside Gavin.
How is Gavin different from just using Meta Ads Manager or Google Analytics?
Meta Ads Manager and Google Analytics show data from one channel each. Gavin monitors Meta, Google, and TikTok simultaneously, connects performance signals to Brand Memory, hands off creative briefs to Monica, and delivers one action, not a dashboard. It replaces the hours spent interpreting, not just the hours spent pulling.
Can I try ShopOS before committing to a paid plan?
Yes. The Free plan gives you up to 30 days to explore the platform with 500 credits, no credit card required. Connectors, which Gavin uses to access live ad platform data, unlock from the Pro plan. You can upgrade or cancel at any time.