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Grow Halo

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Your Omnichannel Decision OS for Modern E-commerce Teams.

paid· from $99/mo· for mid-market

Grow Halo consolidates Shopify, TikTok Shop, and ad platform data into one reporting layer with third-party multi-touch attribution down to the ad level. Built for DTC growth teams juggling Meta, TikTok, Google, and Amazon spend, it pairs visitor-level tracking with creative analytics that compare image versus video performance. An AI assistant handles ad-hoc reporting queries, giving analysts and founders a single place to reconcile attribution gaps across channels.

> pick this if

Pick this if you're a Shopify-native DTC brand between $2M and $40M running paid spend across Meta, TikTok, Google, and Amazon and need third-party MTA plus creative-level reporting without building it in a BI tool.

> look elsewhere if

Look elsewhere if you're enterprise-scale, run headless or non-Shopify commerce, need incrementality testing and MMM rather than MTA, or require an MCP-ready data layer that feeds into your own warehouse and agents.

> Grow Halo is built for

  • platform-agnostic

> what it does for ecommerce

  • Attribute conversions at campaign, ad set, and ad creative level
  • Consolidate Shopify and brand metrics alongside paid channel spend
  • Segment visitors granularly for cohort and funnel analysis
  • Compare image versus video creative performance across platforms
  • Query reporting data conversationally through the built-in AI assistant

> how you'd use it

  • DTC apparel brand, $5M–$20M GMV, 2–4 person growth team
    Running Meta, TikTok, and Google simultaneously with conflicting in-platform ROAS numbers; uses Grow Halo as the reconciliation layer to attribute revenue at the creative level and decide weekly spend allocation
    → Replaces a patchwork of platform dashboards and a Sheets attribution model, cutting Monday reporting prep from half a day to under an hour and exposing which video creatives actually drive incremental Shopify orders
  • Omnichannel beauty brand, $10M–$40M GMV, selling on Shopify plus TikTok Shop and Amazon, 1 analyst plus founder
    Needs a unified view of paid spend against Shopify and TikTok Shop revenue, with creative-level breakdowns to brief the in-house content team on image vs. video performance
    → Consolidates four ad platforms plus two storefronts into one dashboard and uses the AI assistant for ad-hoc questions, removing the need to hire a second analyst at current scale
  • Performance-led DTC supplements brand, $2M–$8M GMV, founder-led with an external media buyer
    Founder wants defensible MTA numbers to challenge the agency's Meta-reported ROAS and decide whether to shift budget to TikTok
    → Third-party attribution surfaces over-credited Meta last-click conversions and identifies TikTok creative formats worth scaling, informing a budget reallocation inside one quarter

> Grow Halo use cases

> Grow Halo key features

  • Third-Party Multi-Touch Attribution on Campaign, Ad Set, and Ad Level.
  • Granular Visitor Tracking & Advanced Segmentation.
  • Shopify & Brand Analytics Consolidated on One Dashboard.
  • AI-Assistant to Help with Reporting and Analysis.
  • Creative Analytics to Compare Image & Video Performance.

> integrates with

  • Amazon Ads
  • Google Ads
  • Klaviyo
  • Meta Ads
  • Pinterest Ads
  • TikTok Shop

> alternatives to Grow Halo in our index

by shared use-case

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