ecomrestack

battles / Analytics

Convert vs Peel Insights

Convert ($499/mo/mo, vibe code 4/10) vs Peel Insights ($499/mo/mo, vibe code 4/10). Peel Insights is the easier one to rebuild yourself — here is what you lose either way.

Convert
KEEP

Analytics

$499/mo/mo

Vibe code4/10
Moat4/10
MVP
2 weeks
Full replacement
6-12 months, due to anti-flicker edge dispatch, visual editor, and statistical engines
get the build prompt →
Peel Insights
KEEP

Analytics

$499/mo/mo

Vibe code4/10
Moat2/10
MVP
1 week
Full replacement
2-3 months, including ETL robust backfilling and dynamic cohort UI

easier to rebuild

get the build prompt →

price gap / year

usage-based

running both / year

$11,976/mo

our call

Start with Peel Insights — highest vibe code, weakest moat.

Convert

Writing a script that flips a coin and alters CSS is trivial, but building a production A/B testing suite is not. Convert handles ultra-fast edge dispatch without page flicker, sample ratio mismatch alerts, and GDPR-compliant cookieless tracking. Self-building the visual editor and statistical engine is inefficient for non-software vendors.

you can rebuild

  • URL split redirects and query parameter routing
  • Basic custom JavaScript and CSS injection per variant
  • Simple 50/50 traffic allocation algorithms
  • Event streaming to Google Analytics 4
  • Basic device and URL path audience targeting

what you lose

  • Visual point-and-click WYSIWYG DOM editor for non-technical users
  • Sub-50ms anti-flicker edge execution logic
  • Automatic Sample Ratio Mismatch (SRM) detection algorithms
  • Cookieless ePrivacy and GDPR strict compliance frameworks
  • Multi-page cross-session variant persistence without third-party tracking cookies

real moats

  • Sub-50ms global CDN edge dispatch preventing page visual flicker
  • Audited statistical significance and sample ratio mismatch calculation engines
  • Deep privacy architecture for cookieless GDPR and CCPA compliance

open source escape hatches

Peel Insights

Peel Insights is an automated aggregation layer over standard Shopify and subscription data. You can replace its core cohort matrices and LTV tables using modern open-source BI tools like Metabase or Lightdash over a Postgres or ClickHouse database fed by standard Shopify webhooks.

you can rebuild

  • Monthly and weekly customer retention cohort grids
  • 60-day, 90-day, and 365-day cumulative LTV growth curves
  • RFM (Recency, Frequency, Monetary) customer segmentation engine
  • Subscription churn and customer lifetime metrics via Recharge
  • Daily dynamic Slack and email executive digests

what you lose

  • Zero-maintenance historical API backfill engine for Shopify
  • Pre-built turns-ratio and inventory cohort correlation reports
  • Out-of-the-box cross-app integrations (e.g., Gorgias, Klaviyo, Meta Ads)
  • Polished, non-technical drag-and-drop report builder
  • Automated Slack alert distribution system without custom webhooks

real moats

  • Pre-built turnkey ETL integrations with sub-services like Recharge and Klaviyo
  • Zero-configuration historical data backfill resilience under API rate limits
  • Zero technical effort required from e-commerce marketing teams

open source escape hatches

Questions people ask

Which is easier to rebuild with AI, Convert or Peel Insights?

Peel Insights. It scores 4/10 on vibe code with a moat of 2/10, so an AI-assisted MVP takes about 1 week and a full replacement about 2-3 months, including ETL robust backfilling and dynamic cohort UI.

Which one costs less, Convert or Peel Insights?

Convert at $499/mo/mo for a typical mid-market store. The gap between the two is about usage-based a year.

What do I lose if I replace Convert?

Visual point-and-click WYSIWYG DOM editor for non-technical users Sub-50ms anti-flicker edge execution logic Automatic Sample Ratio Mismatch (SRM) detection algorithms

What do I lose if I replace Peel Insights?

Zero-maintenance historical API backfill engine for Shopify Pre-built turns-ratio and inventory cohort correlation reports Out-of-the-box cross-app integrations (e.g., Gorgias, Klaviyo, Meta Ads)

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