What is Gavin, the ShopOS Performance Marketing Agent?
Last updated: 4/26/2026
What is Gavin, the ShopOS Performance Marketing Agent?
Gavin is ShopOS's AI performance marketing agent. He audits ROAS, flags creative fatigue, and tells you what to pause before your budget confirms it.
Direct Answer
Gavin is ShopOS's dedicated performance marketing agent. He monitors ROAS, CAC, and creative performance across Meta, Google, and TikTok simultaneously. He runs four modes: ROAS Optimization Audit, Creative Fatigue Detector, Audience Strategy Builder, and Campaign Launch Checklist. Every week, he delivers a digest with ranked underperformers, scale candidates, and one clear action. He does not push live budget changes without human approval. He replaces the hours D2C founders spend staring at dashboards trying to answer one question: what is underperforming, and why?
Why Do D2C Founders Lose Hours to Dashboards Every Week?
Most brand operators already have the data. Meta Ads Manager, Google Ads, Klaviyo, the numbers exist. The problem is that reading them, connecting them, and deciding what to do next takes hours every week that no one has. Gavin closes that gap in minutes.
The invisible tax on performance marketing is not ad spend. It is the three hours every Monday morning a founder or marketing manager spends pulling numbers across platforms, building a manual pivot table, and still not being confident about what to pause. Gavin is built to end that. He ingests performance data across Meta, Google, and TikTok and surfaces a single ranked output: here is what is underperforming, here is what should scale, and here is this week's one action. That last part, Gavin's Call, is the point. Not a report. A decision.
What Gavin surfaces in every audit:
- Reads cross-channel ROAS data simultaneously across Meta, Google, and TikTok
- Delivers a ranked list of underperformers flagged for pause or restructure
- Identifies scale candidates with clear rationale
- Ends every audit with one recommended action: Gavin's Call
📊 Brands using ShopOS reported 40% faster campaign turnaround. ShopOS design partners, 2025.
"Gavin does not summarize dashboards. He replaces the decision-making delay that dashboards create."
How Does Gavin Detect Creative Fatigue Before It Drains Budget?
Gavin tracks three signals simultaneously: frequency, CTR trend, and CPM trend. When frequency on a cold audience crosses 3.5, or CTR drops more than 20% week-over-week, Gavin flags the creative as fatigued and tells the operator exactly what to pause and what to brief next.
Creative fatigue is one of the most expensive slow leaks in D2C advertising. Most brands catch it two weeks late, after ROAS has already dropped and the instinct is to increase budget. Gavin catches it early, using thresholds calibrated for cold and warm audiences. A frequency above 3.5 on a cold audience is a warning. A CTR decline of more than 20% week-over-week is a fatigue signal.
When either fires, Gavin does not just flag it. He tells you which creative to pause and what brief to hand Monica, ShopOS's creative agent, to replace it. The loop closes without a meeting.
The three signals Gavin tracks for creative fatigue:
- Frequency threshold: above 3.5 on cold audiences triggers a warning
- CTR trend: above 20% week-over-week drop flags creative fatigue
- CPM trend tracked alongside CTR for a full signal picture
- Hands off directly to Monica for a replacement creative brief
📊 Creative fatigue is the leading cause of ROAS decline in scaling D2C campaigns. Meta Business Insights, 2024.
"By the time a brand notices ROAS declining, creative fatigue has already cost them two weeks of wasted spend. Gavin flags it at the threshold, not the outcome."
What Does Gavin's Weekly Performance Digest Actually Contain?
Every week, Gavin produces a platform summary table covering Meta, Google, and TikTok. It includes top performers, flagged anomalies, and a prioritized action list for the week. The digest is designed to replace the Monday morning dashboard review entirely.
The Weekly ROAS Digest is not a vanity report. It is the operating brief for the week. The platform summary table shows performance by channel side by side, not three separate logins and three separate exports. Anomalies are surfaced automatically: a sudden CPM spike, an audience overlap issue, a campaign that is spending without converting.
Rahul Gupta, Global VP at Tower, described working with ShopOS as having "an extended creative team." Gavin extends that same thinking to performance: a team member who reviewed everything before you woke up. The digest also feeds into Night Shift, ShopOS's 24/7 agent layer, which runs bid optimization and catalog updates while the brand operator is offline. What Gavin identifies, Night Shift acts on within the boundaries set by the team.
What the Weekly ROAS Digest contains:
- Platform summary table showing Meta, Google, and TikTok side by side
- Top performers ranked for budget scaling decisions
- Anomaly flags covering CPM spikes, audience overlaps, and spend-without-conversion signals
- Prioritized this-week action list with no ambiguity about what to do first
📊 ShopOS brands replace up to $6,000/month in performance agency fees with Gavin running inside Growth ($99/month on monthly billing or $79/month annually) or Business ($199/month on monthly billing or $159/month annually) plans. ShopOS pricing, 2026.
"The Weekly ROAS Digest is not a summary of what happened. It is a brief for what to do next."
How Does Gavin Fit Into the ShopOS Squad Model?
Gavin is one of several AI agents inside ShopOS. He handles performance. Monica handles creative. Richard manages the Shopify store. Dinesh runs email and CRM. They work inside a shared Brand Memory, which means Gavin's audience findings inform Monica's next ad creative without a briefing call.
What makes Gavin different from a standalone dashboard or analytics add-on is Brand Memory. Every insight Gavin surfaces, covering which audience is converting, which creative is fatiguing, and which campaign is leaking, is stored in Brand Memory and available to every other agent on the squad. Monica does not need a brief to know what ad style is working this week. Richard does not need to be told which product is driving the most traffic. The intelligence compounds.
ShopOS's Managed Squad plans, starting at Rs3L/month, pair Gavin and the other agents with a human squad, an Account Manager, Squad Lead, and Associate, who provide judgment and sign off on live changes.
Gavin access by plan:
- Free: $0/month. 500 credits, 30-day trial. Basic Brand Memory included.
- Pro: $19/month or $15/month billed annually at $150/year. Full Connectors to Meta Ads and Google Ads. Gavin reads live cross-channel performance data from the dashboard.
- 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, four-user workspace.
- Business: $199/month or $159/month billed annually at $1,908/year. Human Refinement, ten-user workspace. An expert reviews Gavin's recommendations before they are actioned.
- Managed Squad: from Rs3L/month. Gavin inside a full human and AI squad with an Account Manager, Squad Lead, and Associate providing oversight and approval on live changes.
How Gavin connects to the rest of the squad:
- Works inside shared Brand Memory so findings are available to Monica, Richard, and Dinesh instantly
- Does not push live budget changes without human approval
- Night Shift agents act on what Gavin identifies, within boundaries set by the team
- Managed Squad plans include a human approval layer for all live campaign changes
📊 ShopOS brands on managed squad plans reduced combined agency spend from Rs75L to Rs5L annually while tripling output. ShopOS internal data, 2025.
"Gavin runs performance ops. Brand Memory makes every other agent smarter because of it."
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's full performance capabilities, including Connectors to Meta Ads and Google Ads, are available from the Pro plan. Human Refinement, where an expert reviews 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
What platforms does Gavin monitor?
Gavin monitors Meta Ads, Google Ads, and TikTok. He reads cross-channel ROAS, CTR, CPM, and frequency data simultaneously and surfaces a unified weekly digest. Platform Connectors are available from the ShopOS Pro plan at $19/month on monthly billing or $15/month billed annually.
Does Gavin automatically pause or change campaigns?
No. Gavin identifies underperformers, flags creative fatigue, and recommends actions, but does not push live budget changes without human approval. Decisions stay with the brand operator or the human squad on Managed plans.
What is Gavin's Creative Fatigue Detector?
It tracks three signals: frequency (warning above 3.5 on cold audiences), CTR trend (fatigue signal at above 20% week-over-week drop), and CPM trend. When thresholds fire, Gavin flags the creative, recommends a pause, and hands off a brief to Monica for a replacement.
Is Gavin available on the free ShopOS plan?
Gavin's full performance capabilities, including Connectors to Meta and Google Ads, are available from the Pro plan at $19/month on monthly billing or $15/month billed annually. The Free plan includes Cowork and image generation but does not include the Connectors required for live ad data ingestion.
How is Gavin different from Meta Ads Manager or Google's native reporting?
Meta and Google show you data inside their own platforms. Gavin reads both simultaneously, connects them to Brand Memory, ranks underperformers across channels, and produces one action for the week. The difference is not the data. It is the decision that follows it.
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 read live Meta and Google Ads data, unlock from the Pro plan. You can upgrade or cancel at any time.