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    My stack
    Ops / COO

    Advanced e-commerce stack

    For e-commerce operators improving conversion, reviews, email, support, and repeat purchase while protecting margin.

    Selection
    6
    tools
    Target budget
    $172
    per month
    Profile
    Structuring
    business stage
    01 / The selection

    Which tool does what?

    02 / ToolTrim's take

    Why these tools together?

    Recent e-commerce stack data shows a stable foundation: Shopify, Google Analytics, ad pixels, Klaviyo, reviews, and support. But ToolTrim should go further: every app must map to a margin metric. Klaviyo is justified when email/SMS produces measurable revenue. Gorgias is justified when support recovers sales or reduces human time. Hotjar is justified only on pages where a decision will be made.

    A good fit if…

    DTC Shopify store, small catalog, creator brand, growing e-commerce.

    Look elsewhere if…

    You have ERP, multi-country logistics, complex marketplace setup, and a data team.

    Protect margin

    Each app must prove conversion, AOV, repeat purchase, or support time saved.

    Follow up intelligently

    Klaviyo should first cover cart abandonment, post-purchase, and winback before advanced flows.

    Read friction

    Hotjar should answer a precise question: where do customers hesitate?

    03 / Budget

    What should you budget?

    Target budget$172per month, to get started
    Core at list price$155per month, 6 tools on their first paid plan

    The target budget is the recommended starting envelope. The list price adds up each core tool's first paid plan, excluding 1 tool without a fixed price. Optional tools are not included.

    04 / Trade-offs

    What to watch out for

    The trap in this stack

    Adding reviews, popups, SMS, upsells, support, and heatmaps without measuring net margin impact.

    • Magic upsell app

      If offer or delivery blocks, upsell will not save margin.

    • Unread heatmaps

      Hotjar is useless if nobody watches sessions and decides afterward.

    • More than 100 orders per month

      Dedicated support and email flows start becoming truly profitable.

    • Rising CAC

      That is when you look at repeat purchase, email, reviews, and AOV before buying more traffic.

    Self-check

    Questions to ask yourself

    1. Does every Shopify app have a margin metric attached?

      No → cut or test. 'It might help' is not a metric.

    2. Do your Klaviyo flows already cover cart abandonment, post-purchase, and winback?

      No → start there before advanced segmentation or SMS.

    3. Does support recover sales or only answer questions?

      Only questions → Gorgias must connect to FAQ, macros, and reduced support time.

    More stacks to explore