MCP - CLI

Your stack,
one conversation.

MCP connectors feed live data from your store, ad platforms, and analytics into the operating layer — answers come from your numbers, not screenshots.

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CONNECTS TO

ShopifyGoogle AdsMetaGA4Search ConsoleKlaviyoTikTokSlack

What it looks like

Ask the question. Get the reconciled answer.

Reconciling true CAC across every channel —

#exec

Brian7:30 AM

What was true CAC last month across all channels?

DRYVNApp7:30 AM

Reconciled from Shopify closed orders + spend across 3 ad platforms:

True CAC

$42.18

Platform-reported

$28.40

Gap driver

Meta over-claiming 31% of conversions

Spend basis

$84,200 across 3 platforms

Computed from your system of record — not platform dashboards.

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👀 5

The Monday pulse, reconciled from your stack —

#exec

BrianMon 6:00 AM

Monday pulse — how did last week close?

DRYVNAppMon 6:00 AM

Week of Mar 3 — reconciled across Shopify, 3 ad platforms, and Klaviyo:

Revenue

$312K (+8.4% WoW)

Blended ROAS

3.9x (+0.3)

True CAC

$41.10 (−$3.20)

Gross margin

31.2% (flat)

Every figure traces to closed orders — not platform claims.

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🔥 4

The difference

Built like a co-worker, not a chatbot.

Answers from your system of record

Every number traces to Shopify, your CRM, or your ledger — not a platform's claim.

Outputs, not chat

Briefs, changesets, and reports you can act on — not paragraphs to interpret.

It remembers your business

Margins, SKUs, seasonality, constraints — context persists; you never re-explain.

Getting started

Connected in minutes.

Connect your stack

Shopify, ad platforms, and analytics in one setup flow. No engineering required.

Ask in plain English

Questions, audits, and reports — answered from live data, not exports.

Decisions from reconciled data

Every output traces to your source of record. Platform claims, audited.

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Your stack,one conversation.