customer_support · saas · workflow
Shopify Powers Remote Support with Guru for Merchant Success
Support agents waste too much time searching scattered systems during customer interactions, resulting in long resolution times and inconsistent service, while institutional knowledge is lost when experienced employees leave. For Shopify, supporting a predominantly remote staff communicating via Slack created additional knowledge access challenges.
How it works
Common implementation structure
How this type of workflow is generally built, generalized across documented cases — not tied to any one vendor's stack. Click any stage to read what happens there. Specific products that implement these stages appear in “Tools commonly seen” below.
Stage 1 · Agent needs information
Support agents need information during customer interactions, currently wasting time searching scattered systems.
Tools used
GuruAI AnswersAI Suggest TextAI AssistKnowledge TriggersSlack
Outcome
Over 1,000 Shopify agents now use the Guru knowledge base in 60% of interactions, enabling shorter, more meaningful conversations that unlock merchant growth and revenue. Guru customers broadly report 60% time savings with AI Answers vs. conventional methods, support agents using AI handle 13.8% more inquiries per hour, and every question answered saves 8 minutes.
Results
Time saved60%
Volume13.8%
Cost replacedsave a lot of money and we create a lot more value
Grounding & classification
Source type: vendor customer story
35 fields verified against source quotes.
agent assistcontent generationenterprise searchknowledge searchsummarizationknowledge basesupport ticketmetric backednamed customerproduction runtime claimedsource backedtools describedworkflow describedecommercesoftwareemployee productivityresolution time reductionthroughput increasetime savedvendor customer storycustomer supportrag answering