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battles / Analytics

Intelligems vs Shopkeeper

Intelligems ($299/mo/mo, vibe code 5/10) vs Shopkeeper ($45/mo/mo, vibe code 5/10). Intelligems is the easier one to rebuild yourself — here is what you lose either way.

Intelligems
NICHE

Analytics

$299/mo/mo

Vibe code5/10
Moat2/10
MVP
1-2 weeks
Full replacement
3-6 months, due to edge-latency requirements, Shopify Checkout Extensibility integration, and statistical engine development.

easier to rebuild

get the build prompt →
Shopkeeper
NICHE

Analytics

$45/mo/mo

Vibe code5/10
Moat3/10
MVP
2-3 weeks
Full replacement
4-6 months, due to Amazon SP-API approval barriers and complex fee mapping
get the build prompt →

price gap / year

$3,048/mo

running both / year

$4,128/mo

our call

Start with Intelligems — highest vibe code, weakest moat.

Intelligems

A basic 50/50 product price or shipping fee split-testing script can be built in a weekend using Cloudflare Workers and Shopify Functions. Replicating full revenue-per-visitor attribution, flicker-free edge price rewrites, and statistical confidence models requires serious backend engineering.

you can rebuild

  • 50/50 product price split testing via client-side cookie assignment
  • Dynamic shipping threshold A/B testing at cart and checkout
  • Basic visitor and conversion tracking by price variant
  • Geographic price variant assignment using edge IP lookup
  • Session persistence to ensure returning visitors see identical test prices

what you lose

  • Flicker-free edge rendering engineered specifically for Shopify storefronts
  • Automated Bayesian statistical significance and Revenue Per Visitor (RPV) lift calculations
  • No-code Shopify Functions UI for configuring dynamic shipping rules and rates
  • Automated integration with Google Shopping feed prices to prevent ad disallowance
  • Cross-experiment traffic isolation logic to prevent multi-test skew

real moats

  • Deep native integration with Shopify Checkout Extensibility and Shopify Functions
  • Zero-flicker edge routing infrastructure preventing Cumulative Layout Shift (CLS)
  • Domain-specific statistical engine optimized for high-variance ecommerce order values

open source escape hatches

Shopkeeper

Rebuilding the core calculation logic (Revenue - Amazon Fees - Ads - COGS = Net Profit) is simple. However, securing Amazon Selling Partner API (SP-API) developer access, adhering to Amazon Data Protection Policies, and mapping dozens of obscure Amazon fee codes requires significant technical effort.

you can rebuild

  • Real-time net profit dashboard per SKU and order
  • Manual COGS and freight cost input table per ASIN
  • Amazon PPC ad spend attribution per product
  • Refund and return cost impact calculator
  • Multi-marketplace currency conversion

what you lose

  • Pre-approved Amazon SP-API production credentials
  • Automated parsing of obscure Amazon fee types (inbound placement, long-term storage, disposal fees)
  • Mobile push notifications for real-time sales and profit metrics
  • Built-in compliance with Amazon Data Protection Policy updates
  • Automated historical data backfilling on initial connect

real moats

  • Amazon SP-API developer authorization barrier
  • Normalisation engine for dozens of changing Amazon fee line items
  • Historical snapshot data storage for long-term margin trends

open source escape hatches

Questions people ask

Which is easier to rebuild with AI, Intelligems or Shopkeeper?

Intelligems. It scores 5/10 on vibe code with a moat of 2/10, so an AI-assisted MVP takes about 1-2 weeks and a full replacement about 3-6 months, due to edge-latency requirements, Shopify Checkout Extensibility integration, and statistical engine development..

Which one costs less, Intelligems or Shopkeeper?

Shopkeeper at $45/mo/mo for a typical mid-market store. The gap between the two is about $3,048/mo a year.

What do I lose if I replace Intelligems?

Flicker-free edge rendering engineered specifically for Shopify storefronts Automated Bayesian statistical significance and Revenue Per Visitor (RPV) lift calculations No-code Shopify Functions UI for configuring dynamic shipping rules and rates

What do I lose if I replace Shopkeeper?

Pre-approved Amazon SP-API production credentials Automated parsing of obscure Amazon fee types (inbound placement, long-term storage, disposal fees) Mobile push notifications for real-time sales and profit metrics

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