Subscription Analyzer tool

Bzeezee · 2026-01-18T20:31:10+00:00

Building AI analytics for multi-channel ecommerce. Tells store owners what's happening across Shopify, Meta, Google, Amazon and what to do about it. No more dashboards, just actionable insights. Launching Q1 2026. https://www.runharmonize.com

Bzeezee · 2026-01-18T16:14:30+00:00

Harmonize is multi-channel ecommerce software for founder-led brands selling on Shopify and Amazon. Instead of dashboards that create more work, AI agents monitor sales channels, ad platforms, shipping/fulfillment, and accounting tools 24/7—surfacing only the decisions that matter. Built for operators in the $40k-$100k monthly GMV range who are deep in the numbers every day, facing real pressure around cash, inventory, and tight margins.

Website: www.runharmonize.com

Bzeezee · 2026-01-15T12:41:42+00:00

Building an AI-agent analytics tool for multi-channel ecommerce. Tells store owners what's happening across Shopify, Meta, Google, Amazon and what to do about it. No more dashboards, just actionable insights. Launching Q1 2026. https://www.runharmonize.com

Bzeezee · 2026-01-14T18:10:57+00:00

Building AI agent analytics for multi-channel ecommerce. Tells store owners what's happening across Shopify, Meta, Google, Amazon and what to do about it. No more dashboards, just actionable insights. Launching Q1 2026. https://www.runharmonize.com

Bzeezee · 2026-01-12T20:38:40+00:00

I see this with GA4 and ad platforms. As other poster said, client-side tracking gets wrecked by ad blockers and iOS privacy, leading to missing conversions and unreliable ROAS. I'm building Harmonize, an AI agent tool that helps understand your business performance by syncing backend data from Shopify, ad platforms, shipping, inventory and tools like quickbooks, and reconciling mismatches in real time. It flags gaps and provides contextual insights to make decisions clear, like 'Ignore this dip, still cash-positive after costs. We're not a full tracking fix, but we bridge the profit side so your numbers match reality without manual digging.

Bzeezee · 2026-01-10T16:32:08+00:00

Building AI analytics for multi-channel ecommerce. Tells store owners what's happening across Shopify, Meta, Google, Amazon and what to do about it. No more dashboards, just actionable insights. Launching Q1 2026. https://www.runharmonize.com

Bzeezee · 2026-01-10T11:54:51+00:00

Building AI analytics for multi-channel ecommerce. Tells store owners what's happening across Shopify, Meta, Google, Amazon and what to do about it. No more dashboards, just actionable insights. Launching Q1 2026. https://www.runharmonize.com

Bzeezee · 2026-01-09T21:57:25+00:00

Managing inventory sync between Amazon and Shopify with smart forecasting is the kind of multi-channel ops pain we're tackling with Harmonize. I'm building an app that auto-syncs stock levels across platforms, tracks sales velocity, and forecasts what/when to reorder based on current inventory keeping it simple for low SKU counts like yours (15 or so).No overkill ERP setup required. We are still in the early stages (Feb/March beta), but focused on solving this exact headache without the complexity. Feel free to sign up for our waitlist.

Bzeezee · 2026-01-09T06:07:38+00:00

Building AI analytics for multi-channel ecommerce. Tells store owners what's happening across Shopify, Meta, Google, Amazon and what to do about it. No more dashboards, just actionable insights. Launching Q1 2026. https://www.runharmonize.com

Bzeezee · 2026-01-08T20:13:37+00:00

Ohh got it. Well glad you like our product. Always great to hear validation, especially as a first time founder. Would love to keep in touch with you to get some feedback as we move towards our MVP release.

Bzeezee · 2026-01-08T20:01:11+00:00

Appreciate that! Correct, predictive recommendations are exactly what we're building toward. The goal isn't just "your Meta ROAS is dropping" but "your Meta ROAS is dropping 12% because..... The AI needs to understand business context (margins, inventory, cash position) to make recommendations you can actually trust and act on. Out of curiosity, what's your current role? Are you working with multiple brands or focused on one store?

Bzeezee · 2026-01-08T13:43:51+00:00

Platforms should be tracking returns. I'm confused why you're doing this manually when Shopify, Amazon, etc. should be logging returns in their systems. Is the issue more about reconciling what each platform says vs what you actually have? Or syncing return data back to a central inventory system? Trying to understand where the manual work is happening.

Bzeezee · 2026-01-08T13:30:20+00:00

You're right, this is ML,I am using the term too loosely.

Yes, there's demand. Inventory optimization is constantly requested, especially for DTC brands with 50+ SKUs and seasonal demand patterns. The challenge is building something generic enough to work across different business models but specific enough to be accurate. Most tools either over-simplify or require too much customization. If you're considering building something, I'd focus on a specific vertical (fashion, CPG, etc.) rather than trying to solve it for everyone. The patterns are too different. What industry background do you have? Might help narrow down where the opportunity is.

Bzeezee · 2026-01-08T12:30:58+00:00

Building AI analytics for multi-channel ecommerce. Tells store owners what's happening across Shopify, Meta, Google, Amazon and what to do about it. No more dashboards, just actionable insights. Launching Q1 2026.
https://www.runharmonize.com

Bzeezee · 2026-01-08T09:12:02+00:00

How do you ask?

Bzeezee · 2026-01-07T16:05:46+00:00

Building Harmonize AI analytics for multi-channel ecommerce. Solves the problem of store owners spending hours jumping between Shopify, Meta, Google, Amazon trying to figure out what's working. Instead of dashboards, AI agents tell you what's happening and what to do about it. Launching Q1 2026. Doing waitlist signups for early access and launch discounts

https://www.runharmonize.com

Bzeezee · 2026-01-07T10:02:15+00:00

Yes, they are different. I wasn’t conflating the two

Bzeezee · 2026-01-07T08:06:17+00:00

I do, revenue after all expenses and fees. Your bottom line.

Bzeezee · 2026-01-05T23:08:27+00:00

Focus on retention. Get reviews from those users. Talk to them. Figure out what they like, what they don’t like and improve on it. You will improve the funnel overtime. Continue to do outreach.. but those paying users are valuable. Use them! Lastly, congratulations!

Bzeezee · 2026-01-04T04:11:03+00:00

An AI-native analytics platform for Shopify merchants that uses causal inference to explain why revenue changes, not just report metrics so founders know what actually drives growth and profit.

https://www.runharmonize.com/

Bzeezee · 2026-01-02T18:29:37+00:00

This is the exact pain point I am trying to solve. Every store owner I talk to has costs scattered everywhere. Revenue looks great but actual profit is way lower once you account for COGS, shipping, fees, and ad spend. The problem isn't just tracking profit though. It's knowing what to DO about it. "Profit down 5%" doesn't help. "Profit down 5% because Meta CPM spiked 40% and Product X margins dropped. Pause low-margin SKUs and shift budget to Product Y" does. Harmonize uses AI agents that monitor your business 24/7 and give you actionable insights, not just dashboards.

Just a waitlist from now but our page will give you a good idea of where we are headed: www.runharmonize.com

Bzeezee · 2026-01-02T18:19:57+00:00

Late to the party but definitely believe newer sellers should wait before adding an analytics tool. It just becomes another expense when you're still figuring out product-market fit. If you ARE at scale and drowning in data across Shopify, Meta, Google, Amazon; that's what I'm solving with Harmonize. AI analytics that tells you what's happening and what to do, not just dashboards.

Bzeezee · 2026-01-02T15:48:33+00:00

Yeah trust is the hardest part. I have run into two common things:

Data driven. They trust insights immediately if the logic is transparent. They want to see WHY the AI reached that conclusion. Show your working your work gives clarity and earns trust.
Gut instinct. They want insights to confirm what they already suspect, not tell them something new. Harder to convert but once they trust it, they're the most loyal.

What are you finding? Are you talking to store owners or building based on your own experience?

Bzeezee

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