Workforce / E-commerce / Jake
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Jake
Marketing Performance Analyst

Watch Your Ad Spend Daily, Flag Waste Before It Compounds, and Brief You on What Is Working

Daily ROAS briefings, underperforming campaign alerts, competitor price monitoring.

2-3 hrs/day of manual dashboard-checking, eliminatedDeploys in 4–6 weeks
THE PROBLEM

Your ad spend is your biggest controllable expense, and nobody is watching it closely enough. Meta Ads, Google Ads, TikTok, and email campaigns each have their own dashboard, their own metrics, and their own definition of success.

The founder logs into three or four platforms every morning, squints at the numbers, and tries to hold a mental model of what is working. By the time a campaign\u2019s ROAS has quietly dropped from 4.2 to 1.8 over a week, thousands of dollars have already been wasted. Attribution is a nightmare. Meta claims credit for a sale, Google claims credit for the same sale, and your Shopify data tells a third story. Without a unified view, you cannot tell which channel is actually driving profitable revenue versus which one is just taking credit for demand you already had.

A fractional CMO or media buyer helps, but they cost $3-8K/month and still work on a weekly reporting cadence. They are not watching the account at 6 AM when a campaign starts spending inefficiently, and they are not cross-referencing your ad performance against inventory levels or competitor pricing in real time.

Jake is your AI Marketing Analyst. He pulls performance data from every ad platform every morning, reconciles it against actual Shopify revenue, and sends you a single daily briefing: what spent, what earned, blended ROAS, and the one or two things that need your attention. When a campaign\u2019s performance degrades or a competitor drops their price on your hero product, Jake flags it the same day, not next week.

2-3 hrs
per day of manual dashboard-checking, eliminated

That is why you need Jake.

HOW IT WORKS

How Jake works, step by step

Each step is automated. Jake only escalates when human judgment is required.

1
⚡ Daily 6:00 AM, overnight ad platform sync

Jake pulls spend, impressions, clicks, conversions, and revenue from Meta Ads, Google Ads, TikTok, and Klaviyo, then reconciles the platform-reported numbers against actual Shopify order data to produce a true blended ROAS.

via Meta Ads
2
⚡ Daily 7:00 AM, performance briefing

Jake sends the founder a single daily briefing via Slack: total spend, total revenue, blended ROAS, top-performing and worst-performing campaigns, and the one or two items that need attention today. No dashboards to check.

via Slack
3
⚡ Campaign ROAS drops below threshold over a rolling window

Jake flags the degrading campaign with a trend chart (e.g. "Prospecting - Broad has fallen from 4.2 to 1.8 ROAS over 6 days, $2,100 spent") and recommends an action: pause, reduce budget, or investigate creative fatigue.

⚠ Campaigns burning budget below break-even ROAS are escalated the same morning, not next week
via Slack
4
⚡ Competitor price change detected on a tracked hero product

Jake monitors competitor pricing on your key products and alerts you when a competitor drops below your price or runs a promotion, with the specific product, old price, new price, and the gap versus your current price.

via Slack
5
⚡ Weekly performance rollup

Jake compiles a week-over-week report: spend by channel, revenue by channel, ROAS trend, new-customer vs returning-customer revenue split, and creative-level performance so the founder can decide where to reallocate budget.

via Slack
6
⚡ Budget reallocation or creative decision required

Jake recommends shifts (e.g. "move 20% of TikTok budget to Meta retargeting") with the supporting data, but the founder makes the call. Jake never changes budgets or pauses campaigns autonomously.

⚠ All budget changes and campaign actions require founder approval
via Slack

What Jake handles vs. what stays with you

Clear boundaries. Jake works autonomously within defined limits and escalates everything else.

✔ Jake handles
Jake pulls spend, conversions, and revenue from every ad platform and reconciles against Shopify.
Jake sends a single daily performance briefing with blended ROAS and priorities.
Jake flags degrading campaigns with trend context and a recommended action.
Jake monitors competitor pricing on your hero products and alerts on changes.
BOUNDARY
■ Your team handles
Budget changes, campaign pauses, and bid adjustments require founder approval.
Creative direction and ad copy decisions are made by the marketing team.
Channel strategy and new-platform expansion decisions are founder-only.
Promotional and discount strategy is set by the founder.
Brand positioning and messaging remain a human decision.
INTEGRATIONS

Works inside your existing tools

Jake connects to the platforms you already use. No new software to learn.

Meta Ads
Reads from
Google Ads
Reads from
Klaviyo
Reads from
Slack
Writes to
IMPLEMENTATION

From zero to Jake

Jake is deployed gradually with measurable checkpoints at every stage.

⏱️
DEPLOY TIME
4–6 weeks

Monitoring mode first, then gradual rollout.

📋
DATA REQUIRED
Ad platform access (Meta, Google, TikTok) in read-only reporting mode
Shopify order and revenue data for attribution reconciliation
Klaviyo email campaign performance data
Target ROAS and break-even thresholds per channel
Competitor product URLs for price monitoring
🚀
PILOT PROCESS

Pilot starts in read-only reporting mode. Week 1-2 Jake produces the daily briefing alongside the founder\u2019s existing manual process so accuracy can be validated against the source dashboards before anyone relies on it.

Full validation before production deployment.

YOUR AI TEAM

Works alongside Jake

These AI employees share data and coordinate with Jake to cover your full operation.

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Deploy Jake for your e-commerce operations

Start with a 90-minute discovery session. We will assess whether Jake is the right fit for your workflows and show you exactly what changes.