
MerchantFlow
See your real Shopify profit, not just revenue
What it does
MerchantFlow turns your Shopify store's revenue into real profit. It pulls in sales, ad spend, COGS, shipping, transaction fees, and refunds, then shows what you actually keep, in real time. Most tools stop at revenue and ROAS. MerchantFlow gives you the full picture: net profit, margins, blended ROAS, and a true P&L, even for stores selling across multiple shipping regions. Built for owners tired of month-end spreadsheets. Connect in minutes. 14-day free trial.
Does the same job
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Bloom AnalyticsMay 2026 · bloomanalytics.io · ▲2Real Time Profit and Marketing Analytics App for Shopify
ProfitVaneJun 2026 · apps.shopify.com · ▲3True profit analytics for Shopify merchants not just revenue
Easy Profit CalculatorAug 2026 · upsellshark.com · ▲2Shopify app to see your real profit, not just revenue.
ProfitPilot Insights & Reports27d ago · apps.shopify.com · ▲3Know your real profit, not just your revenue
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Parallel agents, diff reviewer, and multi-model comparisons
Dev tools · May 2026 · kilo.ai


- NW
Hey HN, Henry here from Cactus. We open-sourced Needle, a 26M parameter function-calling (tool use) model. It runs at 6000 tok/s prefill and 1200 tok/s decode on consumer devices. We were always frustrated by the little effort made towards building agentic models that run on budget phones, so we conducted investigations that led to an observation: agentic experiences are built upon tool calling, and massive models are overkill for it. Tool calling is fundamentally retrieval-and-assembly (match query to tool name, extract argument values, emit JSON), not reasoning. Cross-attention…
Life & fun · May 2026 · github.com
- FM
Dev tools · May 2026 · github.com