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Commercial Case / Unknown / Payment Signal

pythago.io

Connects Shopify and Google Ads to calculate true profit after costs, fees and ad spend, by product, country and campaign.

Visit official website ↗

THE BUSINESS IN NUMBERS

See the trend, not just the rank

9,6082026-09 · Visit estimates
Historical trend, missing values left blank05.6K11.2KApr–Jun 2026 (avg):9,4062026-07:10,1022026-08:11,1542026-09:9,608Apr–Jun 2026 (avg)2026-09

Apr–Jun is monthly average estimate, others are monthly estimates; visits do not equal transactions. Missing values left blank, negative values shown as recorded.

View period data
PeriodVisit estimates
Apr–Jun 2026 (avg)9,406
2026-0710,102
2026-0811,154
2026-099,608
01 / PRODUCT & PEOPLE

Who does it serve and what problem does it solve?

Profit tracking only for Google Ads + Shopify, set up in 5 minutes

Target Audience

Shopify store owners who sell through Google Ads, mostly in the Netherlands

02 / BUSINESS MODEL

How does it charge?

subscription

1 store $59/month; 2 stores $49/store/month; 3 or more $39/store/month

The above describes historical pricing. Check official website for current prices.

03 / ACQUISITION

Where do users come from?

Direct 83.4%, social 12.5% from YouTube and WhatsApp; search 2.5%, all brand keywords. The high Dutch share looks like word of mouth in the founders' circle/e-commerce communities and WhatsApp group forwards; existing users log in daily to check their numbers.

Channel share, initial acquisition, and growth drivers are distinct; correlation does not imply proven causation.

04 / YOUR NEXT QUESTION

What remains to be verified?

The following are research questions, not established market opportunities.

  • What do target users actually pay for? Is there direct user feedback or paid interview evidence?
  • Are these historical prices still active today? What are the conversion, retention, and fulfillment costs?
  • Is the "Social media" channel still viable? What resources do indie devs need to test it?
  • Whose needs are competitors failing to meet? Find specific evidence before deciding on your angle.

05 / BUSINESS EVIDENCE

Test stories with numbers

The following signals are used to audit cases, not to automatically validate product success or market opportunities.

9,6082026-09 Checkout visit estimate (non-transaction)
UnknownSnapshot 30-day revenue / USD
UnknownMetric updated