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Bold Metrics vs Happy Returns

Bold Metrics logo

Bold Metrics

Software

AI body data for apparel sizing

From
On request
Rated
-
Full reviewWebsite
Happy Returns logo

Happy Returns

Software

In-store and online returns solution

From
$150/month
Rated
-
Full reviewWebsite

The short version

  • Each has a real cost: Bold Metrics sold to apparel brands as an embedded API rather than as a tool a shopper or small seller can use; Happy Returns the Internet Archive's capture of Happy Returns' homepage on 31 December 2019 named three distinct return channels (Return Bar locations, Return To Your Store, Return By Mail) sold to retailers with an ROI Calculator tool but no published price figure.
  • They diverge on capability: Bold Metrics covers AI body prediction, Happy Returns covers In-store returns.

Where they differ

Only the attributes on which Bold Metrics and Happy Returns actually diverge.

Attributes where Bold Metrics and Happy Returns differ
AttributeBold MetricsHappy Returns
Starting priceOn request$150/month
Pricing modelusage-basedsubscription
PlatformsWeb, ApiWeb, Mobile
Founded20142016

Identical on both: free tier (No), user rating (Not yet rated), category (Unknown).

What each one covers

Drawn from each product's published feature list. An absence here means we hold no record of it - not that the product lacks it.

Only in Bold Metrics

  • AI body prediction
  • Size recommendations
  • Body measurements
  • Returns analytics
  • Product development data
  • Manufacturing specifications
  • Consumer insights
  • Fit analytics

Only in Happy Returns

  • In-store returns
  • Online returns
  • Label generation
  • Tracking
  • WooCommerce
  • Encryption
  • Authentication
  • Mobile support

Both cover

  • Shopify
  • Cloud deployment
  • Web support
  • English language support

What people use each for

The jobs each tool is most often brought in to do.

Bold Metrics

  • Size recommendations on an apparel product pagenot Happy Returns
  • Reducing returns caused by fitnot Happy Returns
  • Body measurement estimation without a scannot Happy Returns
  • Made-to-measure sizing through Virtual Tailornot Happy Returns
  • Fit analytics across a cataloguenot Happy Returns

Happy Returns

  • Returns processingnot Bold Metrics

Where each one falls short

Documented limitations, not opinions. Every one is a constraint you would hit in normal use.

Bold Metrics

  • Sold to apparel brands as an embedded API rather than as a tool a shopper or small seller can use
  • Pricing is not published
  • Split across several named products, including Smart Size Chart, Virtual Sizer and Virtual Tailor, so scope depends on which are licensed

Happy Returns

  • The Internet Archive's capture of Happy Returns' homepage on 31 December 2019 named three distinct return channels (Return Bar locations, Return To Your Store, Return By Mail) sold to retailers with an ROI Calculator tool but no published price figure.

Pricing, plan by plan

Bold Metrics

On request
  • Smart Size$undefined/month
    • Size recommendations
    • Basic analytics
    • E-commerce integration
  • Smart Body$undefined/month
    • Full body measurements
    • Product development data
    • Advanced analytics
  • Enterprise$undefined/month
    • Everything included
    • Custom AI models
    • Manufacturing data

Happy Returns

$150/month
  • Starter$150/month
    • Online returns
    • Basic integration
  • Full Service$300/month
    • In-store returns
    • Advanced features

Which should you pick?

Choose Bold Metrics if

  • You need ai body prediction.
  • You work on Web, Api.
  • You also want size recommendations.
Bold Metrics review

Choose Happy Returns if

  • You need in-store returns.
  • You work on Web, Mobile.
  • You also want online returns.
Happy Returns review

Questions people ask

Is Bold Metrics or Happy Returns better?
Neither clearly leads. Bold Metrics starts at On request and Happy Returns at $150/month, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Bold Metrics or Happy Returns?
Bold Metrics starts at On request and Happy Returns at $150/month.
Does Bold Metrics or Happy Returns run on more platforms?
Bold Metrics runs on Web, Api. Happy Returns runs on Web, Mobile.
What is Bold Metrics best used for?
Bold Metrics is most often used for size recommendations on an apparel product page, reducing returns caused by fit, body measurement estimation without a scan, made-to-measure sizing through virtual tailor. Of those, size recommendations on an apparel product page and reducing returns caused by fit are not what Happy Returns is typically brought in for.
What can Bold Metrics do that Happy Returns cannot?
Bold Metrics covers AI body prediction, Size recommendations, Body measurements, Returns analytics. Happy Returns covers In-store returns, Online returns, Label generation, Tracking. Both handle Shopify, Cloud deployment, Web support, English language support.
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