Who should use the Recommend products workflow?
Teams or solo builders working on marketing tasks who want a repeatable process instead of one-off tool experiments.
Execution Map
7-step pipeline — follow each step in order
1Setup · Step 1 of 7
Open task pageOptimize product listings
Prepare inputs and settings through Optimize product listings before running recommend products.
Why this matters
Optimize product listings sets up the foundation for recommend products; clean inputs here reduce downstream rework.
What you get
Inputs, context, and settings are ready so the workflow can move into execution without blockers.
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2Input · Step 2 of 7
Open task pagePersonalize product recommendations
Use Personalize product recommendations to build supporting assets that improve recommend products quality.
Why this matters
Personalize product recommendations strengthens recommend products by feeding better supporting material into the pipeline.
What you get
Supporting assets from personalize product recommendations are prepared and connected to the main workflow.
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3Input · Step 3 of 7
Open task pageQualify sales leads
Use Qualify sales leads to build supporting assets that improve recommend products quality.
Why this matters
Qualify sales leads strengthens recommend products by feeding better supporting material into the pipeline.
What you get
Supporting assets from qualify sales leads are prepared and connected to the main workflow.
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4Core · Step 4 of 7
Open task pageRecommend products
Execute recommend products with Recommend products to produce the primary final deliverable.
Why this matters
This is the core step where recommend products actually happens, so it determines baseline quality for everything after it.
What you get
A first-pass final deliverable is generated and ready for refinement in the next steps.
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5Refine · Step 5 of 7
Open task pageExtract action items
Refine and validate recommend products output using Extract action items before final delivery.
Why this matters
Extract action items adds quality control so issues are caught before the workflow is finalized.
What you get
The final deliverable is improved, validated, and prepared for final delivery.
6Refine · Step 6 of 7
Open task pagePerform semantic search
Refine and validate recommend products output using Perform semantic search before final delivery.
Why this matters
Perform semantic search adds quality control so issues are caught before the workflow is finalized.
What you get
The final deliverable is improved, validated, and prepared for final delivery.
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7Deliver · Step 7 of 7
Open task pageDiscover Influencers
Package and ship the output through Discover Influencers so recommend products reaches end users.
Why this matters
Discover Influencers is what turns intermediate output into a usable, publishable result for real users.
What you get
A finalized final deliverable is ready for publishing, handoff, or integration.
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