Example store. Generated data, not a live customer.
Ledger view, worked example

Every platform claims more revenue than your orders can prove.

The Ledger a connected store sees, shown here for Bloom Box, a generated subscription box brand on Meta, TikTok, and Snapchat.

Blended MER · last 28 days · USD
4.58×
$29,249 revenue on $6,387 spend · 582 orders
platforms claim
5.05×
platforms claim $32,264 · your store made $29,249
weekly MER · last ~90 days

Real accounts connect Shopify and ad platforms read-only.

Every channel, checked against the orders

Claimed comes from each platform's own reporting. Ledger comes only from orders resolved to that channel by real evidence.

Channel Spend Claimed Ledger revenue Verified Status
TikTok $2,826 $12,015 $5,979 50% Not enough signal
Meta $2,575 $15,167 $6,653 44% Actionable
Snapchat $985 $5,082 $2,072 41% Not enough signal
Direct $5,140 Organic / owned
Organic social $4,741 Organic / owned
Organic search $2,877 Organic / owned
Email $1,553 Organic / owned
Referral $87 Organic / owned
Unattributed $147 Untracked

Verified is ledger revenue as a share of that platform's claim.

About this example's claimed numbers: each platform's claim is the store's known true contribution, inflated by a platform-typical factor plus partial credit for organic sales it did not drive. The same two mechanisms inflate real dashboards. On a live account nothing is simulated.

What a marginal dollar returns, with honest error bars

The Measure view for the same store. The engine estimates what each channel returns per extra dollar from the order history alone. When the interval is too wide to act on, the reading is withheld and Plumbline says so.

Marginal return per extra dollar

point estimate with 95% interval · verdicts gate what you may act on
channel reading
Meta
Actionable
3.032.443.86
3.03×
2.44–3.86
TikTok
Not enough signal
1.18-0.172.07
withheld
interval too wide
Snapchat
Not enough signal
2.321.023.48
withheld
interval too wide
left of the line: a marginal dollar returns less than a dollar

Computed by the real measurement engine on this example store’s 53 weeks of generated history. Nothing on this page is hand-drawn: the withheld reading is the product working as designed.

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