Expansion & Upsell Agent
Analyzes usage, spots expansion signals and recommends the right offer at the right time.
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Claude Partner NetworkOfficial Anthropic partnerRevenue & Growth · ExpansionRecommendations & Personalization Agent
Personalizes storefronts and offers by behavior to lift average order value and repeat purchases.
In short
What the Recommendations & Personalization Agent is.
The Recommendations & Personalization Agent is a Luby AI agent for Revenue & Growth, built for companies in any industry. Personalizes storefronts and offers by behavior to lift average order value and repeat purchases. It runs at autonomy level 2 (copilot): prepares the complete action and a person confirms every run.
How it works
From request to result, step by step.
An illustration of how the agent works. In a project, each step is designed around your process and your systems.
Inputs
Catalog + behavior data
Recommendations & Personalization Agent
- 1Builds the customer profile
- 2Generates recommendations
- 3Personalizes storefront and messaging
- 4Measures impact
Guardrails · decision log · approval limits
Human in the loop
Human approvalconfirms every run
Outcomes
Personalized recommendations
Pain points it solves
Where this agent makes a difference.
Retail & E-commerce
Personalization and marketplaces
Recommending the right offer and reconciling marketplace payouts is continuous, detailed work.
Apparel & Specialty Retail
Clienteling and personalization
Associates don't know what customers bought online.
Pet Specialty Retail & Services
Autoship and repeat purchases
Customers buy food elsewhere when they run out.
Business outcomes
What changes in your operation.
Outcome
Higher average order value
Outcome
More repeat purchases
Outcome
A personalized experience
Governance
autonomy levels →Level 2 · Copilot. Prepares the complete action and a person confirms every run.
Every decision is logged with evidence, there are approval limits and the agent can be paused at any time. See also the technical foundation behind the agents.
Related
Agents that work together.
Visual Catalog Tagging Agent
Analyzes product images: describes, classifies and generates tags and attributes for your catalog.
Learn more →FAQ
Questions about the Recommendations & Personalization Agent.
What does the Recommendations & Personalization Agent do?
Personalizes storefronts and offers by behavior to lift average order value and repeat purchases. Steps: builds the customer profile; generates recommendations; personalizes storefront and messaging; measures impact.
Does the Recommendations & Personalization Agent replace people?
It isn't designed to. It runs at autonomy level 2 (copilot): Prepares the complete action and a person confirms every run. High-impact decisions stay with your team, with approval limits, an audit trail and an immediate kill switch.
What results does the Recommendations & Personalization Agent deliver?
Higher average order value; More repeat purchases; A personalized experience.
Which industries does the Recommendations & Personalization Agent apply to?
Companies in any industry, in Revenue & Growth.
Talk to an AI architect
Could the Recommendations & Personalization Agent work in your company?
Tell us where it would run. An AI architect checks the fit with your process and systems and sends you the top opportunities.
- 1A senior architect, not an SDR30 minutes with someone who has shipped agents to production.
- 2Your top 3 agent opportunitiesRanked by payback, with the systems and approvals each one needs.
- 3No commitmentYou keep the shortlist whether or not you work with Luby.
Thanks! A Luby AI architect will email you to set up the session, usually within one business day.
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