MarginScope
Margin and bundle intelligence.
MarginScope reads the supply side and the bundle side of your business. It scrapes supplier pricing and lead-times, models the contribution margin of every bundle permutation, and ranks which bundles and upsells to test next based on the cross-sell graph from your order history.
What it does
Five capabilities. One verified pipeline.
Supplier price benchmarking
Alibaba, manufacturer direct, and broker price feeds normalized. Catch input-cost moves before they hit your COGS.
Bundle contribution modeling
Every plausible bundle ranked by projected contribution margin, accounting for fulfilment and pick-pack cost.
Upsell sequencing
Order-graph analysis: which second-purchase product produces the highest 12-month CM. Ranked.
Sub-SKU profitability heatmap
Per-SKU contribution including returns, refunds, and shipping-zone drag. Kill the bottom decile.
Verification Link on every recommendation
Bundle recommendations link to the historical SKU-pair purchase data and supplier quote we used to model it.
Setup
Live in three steps.
Upload COGS and supplier sheet
Or connect QuickBooks. We normalize the cost columns and flag the gaps.
We model bundles overnight
Every two-SKU and three-SKU bundle scored by projected CM impact at your current AOV.
You launch the top 5
We hand back ad copy, PDP copy, and the pricing recommendation for the highest-CM bundles.
Sample insight
What an alert actually looks like.
Every alert ships with its Verification Link — the exact source snippet, URL, and timestamp we scraped it from.
Your 'starter trio' bundle has a 38% contribution margin against your 22% blended.
It's currently 1.4% of orders. MarginScope projects a 4.2% CM lift if surfaced on the PDPs of its component SKUs as a frequently-bought-together strip.
Bundle SKU 8821 · 412 orders · 38% CM · current PDP surface coverage: 14%.- Re-scrape on demand
- Export for procurement audit
- Route to Slack with one click
Other modules
Pair MarginScope with —
Continuously scrape rival pricing pages, detect changes within minutes, and recommend repricing actions tied to your margin floor.
Scrape competitor ads across Meta, TikTok, and Google. Rank creatives by spend velocity, hook patterns, and the offer hierarchy that's actually working this week.
Map the full checkout flow of every competitor — friction points, upsells, payment options, abandonment recovery — and benchmark yours against the category leaders.