Turn business logic into agent execution with AOP
Turn business logic into agent execution with AOP
Turn business logic into agent execution with AOP
lookfor Agent Operating Procedures lets you write procedures in plain language, then orchestrates specialist agents, shared context, and authenticated tool calls to deliver controlled outcomes at scale.
lookfor Agent Operating Procedures lets you write procedures in plain language, then orchestrates specialist agents, shared context, and authenticated tool calls to deliver controlled outcomes at scale.

It's time to reimagine customer experience.
It's time to reimagine customer experience.
It's time to reimagine customer experience.
Define procedures in plain language - lookfor maintains a shared customer state and executes authenticated actions across your stack, so every interaction becomes a controlled resolution.
Key values

Natural Language Instructions
Natural Language Instructions
Agents execute against defined procedures to ensure predictable, controlled outcomes.
Agents execute against defined procedures to ensure predictable, controlled outcomes.

System-Level Actionability
System-Level Actionability
Agents perform authenticated actions across integrated platforms, not just surface responses.
Agents perform authenticated actions across integrated platforms, not just surface responses.

Stateful Context Management
Stateful Context Management
Every decision is informed by historical data, live signals, and structured memory.
Every decision is informed by historical data, live signals, and structured memory.
Multi-Agent Orchestration
Multi-Agent Orchestration
Specialized agents coordinate through structured procedures to resolve complex workflows end-to-end.
Specialized agents coordinate through structured procedures to resolve complex workflows end-to-end.


Tool Invocation Framework
Tool Invocation Framework
Agents dynamically select and execute authorized tools based on operational logic and real-time context.
Agents dynamically select and execute authorized tools based on operational logic and real-time context.


Tracebility, Testing, and Guardrails
Tracebility, Testing, and Guardrails
Every decision is inspectable, testable, and enforced with enterprise controls for safe execution at scale.
Every decision is inspectable, testable, and enforced with enterprise controls for safe execution at scale.


Testimonials
What our customers
say about us...
"In every single sticker, you will find the perfect blend of precise science and heartfelt love. Our deepest aspiration is to simply sprinkle a little more pure įoy into the everyday tapestry of family life."

Michael Jankie
Co-founder, CEO


"Lookfor has made it incredibly easy to identify what our customers are searching for. Using this data, we developed products tailored to their needs, which helped us increase our sales significantly."

Melodi M.
Founder, Nona Coffee


"I have tested several "AI sales assistant apps" but none have met my requirements like lookfor. The ability to understand our industry and the customer much better compared to other options, and the team behind lookfor is super responsive to feedback. I can highly recommend the app."

Mattias Österberg
Founder, Acero Padel


"Lookfor transformed how we operate. Their custom solution streamlined support, combined tools seamlessly, and made our customers happier. It’s a must-have app for JordiLight."

Robert Haddad
Founder, JordiLight


"Working with these guys is truly astonishing! They always try to help you succeed, even when you're not in direct contact with them. True winners here."

JP Lavoie
Co-founder, BBQ Quebéc


"For us, adventure should never be a heavy burden. Through our products, we reduce the physical excess on the backs of nature lovers, the worries in their minds, and the time they waste. Because we know the true freedom is the power to carry on safer, faster, and with full energy, using less gear."

Patrick Gruber
Head of Customer Experience

"In every single sticker, you will find the perfect blend of precise science and heartfelt love. Our deepest aspiration is to simply sprinkle a little more pure įoy into the everyday tapestry of family life."

Michael Jankie
Co-founder, CEO


"Lookfor has made it incredibly easy to identify what our customers are searching for. Using this data, we developed products tailored to their needs, which helped us increase our sales significantly."

Melodi M.
Founder, Nona Coffee


"I have tested several "AI sales assistant apps" but none have met my requirements like lookfor. The ability to understand our industry and the customer much better compared to other options, and the team behind lookfor is super responsive to feedback. I can highly recommend the app."

Mattias Österberg
Founder, Acero Padel


"Lookfor transformed how we operate. Their custom solution streamlined support, combined tools seamlessly, and made our customers happier. It’s a must-have app for JordiLight."

Robert Haddad
Founder, JordiLight


"Working with these guys is truly astonishing! They always try to help you succeed, even when you're not in direct contact with them. True winners here."

JP Lavoie
Co-founder, BBQ Quebéc


"For us, adventure should never be a heavy burden. Through our products, we reduce the physical excess on the backs of nature lovers, the worries in their minds, and the time they waste. Because we know the true freedom is the power to carry on safer, faster, and with full energy, using less gear."

Patrick Gruber
Head of Customer Experience

"In every single sticker, you will find the perfect blend of precise science and heartfelt love. Our deepest aspiration is to simply sprinkle a little more pure įoy into the everyday tapestry of family life."

Michael Jankie
Co-founder, CEO


"Lookfor has made it incredibly easy to identify what our customers are searching for. Using this data, we developed products tailored to their needs, which helped us increase our sales significantly."

Melodi M.
Founder, Nona Coffee


"I have tested several "AI sales assistant apps" but none have met my requirements like lookfor. The ability to understand our industry and the customer much better compared to other options, and the team behind lookfor is super responsive to feedback. I can highly recommend the app."

Mattias Österberg
Founder, Acero Padel


"Lookfor transformed how we operate. Their custom solution streamlined support, combined tools seamlessly, and made our customers happier. It’s a must-have app for JordiLight."

Robert Haddad
Founder, JordiLight


"Working with these guys is truly astonishing! They always try to help you succeed, even when you're not in direct contact with them. True winners here."

JP Lavoie
Co-founder, BBQ Quebéc


"For us, adventure should never be a heavy burden. Through our products, we reduce the physical excess on the backs of nature lovers, the worries in their minds, and the time they waste. Because we know the true freedom is the power to carry on safer, faster, and with full energy, using less gear."

Patrick Gruber
Head of Customer Experience

"In every single sticker, you will find the perfect blend of precise science and heartfelt love. Our deepest aspiration is to simply sprinkle a little more pure įoy into the everyday tapestry of family life."

Michael Jankie
Co-founder, CEO


"Lookfor has made it incredibly easy to identify what our customers are searching for. Using this data, we developed products tailored to their needs, which helped us increase our sales significantly."

Melodi M.
Founder, Nona Coffee


"I have tested several "AI sales assistant apps" but none have met my requirements like lookfor. The ability to understand our industry and the customer much better compared to other options, and the team behind lookfor is super responsive to feedback. I can highly recommend the app."

Mattias Österberg
Founder, Acero Padel


"Lookfor transformed how we operate. Their custom solution streamlined support, combined tools seamlessly, and made our customers happier. It’s a must-have app for JordiLight."

Robert Haddad
Founder, JordiLight


"Working with these guys is truly astonishing! They always try to help you succeed, even when you're not in direct contact with them. True winners here."

JP Lavoie
Co-founder, BBQ Quebéc


"For us, adventure should never be a heavy burden. Through our products, we reduce the physical excess on the backs of nature lovers, the worries in their minds, and the time they waste. Because we know the true freedom is the power to carry on safer, faster, and with full energy, using less gear."

Patrick Gruber
Head of Customer Experience

Testimonials
What our customers
say about us...
"In every single sticker, you will find the perfect blend of precise science and heartfelt love. Our deepest aspiration is to simply sprinkle a little more pure įoy into the everyday tapestry of family life."

Michael Jankie
Co-founder, CEO


"Lookfor has made it incredibly easy to identify what our customers are searching for. Using this data, we developed products tailored to their needs, which helped us increase our sales significantly."

Melodi M.
Founder, Nona Coffee


"I have tested several "AI sales assistant apps" but none have met my requirements like lookfor. The ability to understand our industry and the customer much better compared to other options, and the team behind lookfor is super responsive to feedback. I can highly recommend the app."

Mattias Österberg
Founder, Acero Padel


"Lookfor transformed how we operate. Their custom solution streamlined support, combined tools seamlessly, and made our customers happier. It’s a must-have app for JordiLight."

Robert Haddad
Founder, JordiLight


"Working with these guys is truly astonishing! They always try to help you succeed, even when you're not in direct contact with them. True winners here."

JP Lavoie
Co-founder, BBQ Quebéc


"For us, adventure should never be a heavy burden. Through our products, we reduce the physical excess on the backs of nature lovers, the worries in their minds, and the time they waste. Because we know the true freedom is the power to carry on safer, faster, and with full energy, using less gear."

Patrick Gruber
Head of Customer Experience

"In every single sticker, you will find the perfect blend of precise science and heartfelt love. Our deepest aspiration is to simply sprinkle a little more pure įoy into the everyday tapestry of family life."

Michael Jankie
Co-founder, CEO


"Lookfor has made it incredibly easy to identify what our customers are searching for. Using this data, we developed products tailored to their needs, which helped us increase our sales significantly."

Melodi M.
Founder, Nona Coffee


"I have tested several "AI sales assistant apps" but none have met my requirements like lookfor. The ability to understand our industry and the customer much better compared to other options, and the team behind lookfor is super responsive to feedback. I can highly recommend the app."

Mattias Österberg
Founder, Acero Padel


"Lookfor transformed how we operate. Their custom solution streamlined support, combined tools seamlessly, and made our customers happier. It’s a must-have app for JordiLight."

Robert Haddad
Founder, JordiLight


"Working with these guys is truly astonishing! They always try to help you succeed, even when you're not in direct contact with them. True winners here."

JP Lavoie
Co-founder, BBQ Quebéc


"For us, adventure should never be a heavy burden. Through our products, we reduce the physical excess on the backs of nature lovers, the worries in their minds, and the time they waste. Because we know the true freedom is the power to carry on safer, faster, and with full energy, using less gear."

Patrick Gruber
Head of Customer Experience

"In every single sticker, you will find the perfect blend of precise science and heartfelt love. Our deepest aspiration is to simply sprinkle a little more pure įoy into the everyday tapestry of family life."

Michael Jankie
Co-founder, CEO


"Lookfor has made it incredibly easy to identify what our customers are searching for. Using this data, we developed products tailored to their needs, which helped us increase our sales significantly."

Melodi M.
Founder, Nona Coffee


"I have tested several "AI sales assistant apps" but none have met my requirements like lookfor. The ability to understand our industry and the customer much better compared to other options, and the team behind lookfor is super responsive to feedback. I can highly recommend the app."

Mattias Österberg
Founder, Acero Padel


"Lookfor transformed how we operate. Their custom solution streamlined support, combined tools seamlessly, and made our customers happier. It’s a must-have app for JordiLight."

Robert Haddad
Founder, JordiLight


"Working with these guys is truly astonishing! They always try to help you succeed, even when you're not in direct contact with them. True winners here."

JP Lavoie
Co-founder, BBQ Quebéc


"For us, adventure should never be a heavy burden. Through our products, we reduce the physical excess on the backs of nature lovers, the worries in their minds, and the time they waste. Because we know the true freedom is the power to carry on safer, faster, and with full energy, using less gear."

Patrick Gruber
Head of Customer Experience

"In every single sticker, you will find the perfect blend of precise science and heartfelt love. Our deepest aspiration is to simply sprinkle a little more pure įoy into the everyday tapestry of family life."

Michael Jankie
Co-founder, CEO


"Lookfor has made it incredibly easy to identify what our customers are searching for. Using this data, we developed products tailored to their needs, which helped us increase our sales significantly."

Melodi M.
Founder, Nona Coffee


"I have tested several "AI sales assistant apps" but none have met my requirements like lookfor. The ability to understand our industry and the customer much better compared to other options, and the team behind lookfor is super responsive to feedback. I can highly recommend the app."

Mattias Österberg
Founder, Acero Padel


"Lookfor transformed how we operate. Their custom solution streamlined support, combined tools seamlessly, and made our customers happier. It’s a must-have app for JordiLight."

Robert Haddad
Founder, JordiLight


"Working with these guys is truly astonishing! They always try to help you succeed, even when you're not in direct contact with them. True winners here."

JP Lavoie
Co-founder, BBQ Quebéc


"For us, adventure should never be a heavy burden. Through our products, we reduce the physical excess on the backs of nature lovers, the worries in their minds, and the time they waste. Because we know the true freedom is the power to carry on safer, faster, and with full energy, using less gear."

Patrick Gruber
Head of Customer Experience

Testimonials
What our customers
say about us...
"In every single sticker, you will find the perfect blend of precise science and heartfelt love. Our deepest aspiration is to simply sprinkle a little more pure įoy into the everyday tapestry of family life."

Michael Jankie
Co-founder, CEO


"Lookfor has made it incredibly easy to identify what our customers are searching for. Using this data, we developed products tailored to their needs, which helped us increase our sales significantly."

Melodi M.
Founder, Nona Coffee


"I have tested several "AI sales assistant apps" but none have met my requirements like lookfor. The ability to understand our industry and the customer much better compared to other options, and the team behind lookfor is super responsive to feedback. I can highly recommend the app."

Mattias Österberg
Founder, Acero Padel


"Lookfor transformed how we operate. Their custom solution streamlined support, combined tools seamlessly, and made our customers happier. It’s a must-have app for JordiLight."

Robert Haddad
Founder, JordiLight


"Working with these guys is truly astonishing! They always try to help you succeed, even when you're not in direct contact with them. True winners here."

JP Lavoie
Co-founder, BBQ Quebéc


"For us, adventure should never be a heavy burden. Through our products, we reduce the physical excess on the backs of nature lovers, the worries in their minds, and the time they waste. Because we know the true freedom is the power to carry on safer, faster, and with full energy, using less gear."

Patrick Gruber
Head of Customer Experience

"In every single sticker, you will find the perfect blend of precise science and heartfelt love. Our deepest aspiration is to simply sprinkle a little more pure įoy into the everyday tapestry of family life."

Michael Jankie
Co-founder, CEO


"Lookfor has made it incredibly easy to identify what our customers are searching for. Using this data, we developed products tailored to their needs, which helped us increase our sales significantly."

Melodi M.
Founder, Nona Coffee


"I have tested several "AI sales assistant apps" but none have met my requirements like lookfor. The ability to understand our industry and the customer much better compared to other options, and the team behind lookfor is super responsive to feedback. I can highly recommend the app."

Mattias Österberg
Founder, Acero Padel


"Lookfor transformed how we operate. Their custom solution streamlined support, combined tools seamlessly, and made our customers happier. It’s a must-have app for JordiLight."

Robert Haddad
Founder, JordiLight


"Working with these guys is truly astonishing! They always try to help you succeed, even when you're not in direct contact with them. True winners here."

JP Lavoie
Co-founder, BBQ Quebéc


"For us, adventure should never be a heavy burden. Through our products, we reduce the physical excess on the backs of nature lovers, the worries in their minds, and the time they waste. Because we know the true freedom is the power to carry on safer, faster, and with full energy, using less gear."

Patrick Gruber
Head of Customer Experience

"In every single sticker, you will find the perfect blend of precise science and heartfelt love. Our deepest aspiration is to simply sprinkle a little more pure įoy into the everyday tapestry of family life."

Michael Jankie
Co-founder, CEO


"Lookfor has made it incredibly easy to identify what our customers are searching for. Using this data, we developed products tailored to their needs, which helped us increase our sales significantly."

Melodi M.
Founder, Nona Coffee


"I have tested several "AI sales assistant apps" but none have met my requirements like lookfor. The ability to understand our industry and the customer much better compared to other options, and the team behind lookfor is super responsive to feedback. I can highly recommend the app."

Mattias Österberg
Founder, Acero Padel


"Lookfor transformed how we operate. Their custom solution streamlined support, combined tools seamlessly, and made our customers happier. It’s a must-have app for JordiLight."

Robert Haddad
Founder, JordiLight


"Working with these guys is truly astonishing! They always try to help you succeed, even when you're not in direct contact with them. True winners here."

JP Lavoie
Co-founder, BBQ Quebéc


"For us, adventure should never be a heavy burden. Through our products, we reduce the physical excess on the backs of nature lovers, the worries in their minds, and the time they waste. Because we know the true freedom is the power to carry on safer, faster, and with full energy, using less gear."

Patrick Gruber
Head of Customer Experience

"In every single sticker, you will find the perfect blend of precise science and heartfelt love. Our deepest aspiration is to simply sprinkle a little more pure įoy into the everyday tapestry of family life."

Michael Jankie
Co-founder, CEO


"Lookfor has made it incredibly easy to identify what our customers are searching for. Using this data, we developed products tailored to their needs, which helped us increase our sales significantly."

Melodi M.
Founder, Nona Coffee


"I have tested several "AI sales assistant apps" but none have met my requirements like lookfor. The ability to understand our industry and the customer much better compared to other options, and the team behind lookfor is super responsive to feedback. I can highly recommend the app."

Mattias Österberg
Founder, Acero Padel


"Lookfor transformed how we operate. Their custom solution streamlined support, combined tools seamlessly, and made our customers happier. It’s a must-have app for JordiLight."

Robert Haddad
Founder, JordiLight


"Working with these guys is truly astonishing! They always try to help you succeed, even when you're not in direct contact with them. True winners here."

JP Lavoie
Co-founder, BBQ Quebéc


"For us, adventure should never be a heavy burden. Through our products, we reduce the physical excess on the backs of nature lovers, the worries in their minds, and the time they waste. Because we know the true freedom is the power to carry on safer, faster, and with full energy, using less gear."

Patrick Gruber
Head of Customer Experience

Frequently Asked Questions
What kind of onboarding and support can we expect for successful AI Agent adoption?
Our implementation is straightforward, and onboarding is designed to be quick. Most of our clients start seeing the agent setup within a day of implementation. Our dedicated customer success team provides high-quality support and resources to ensure smooth AI adoption, helping you effectively use AI agents to automate your support workflow and improve the customer experience.
How good is lookfor's agents?
Can I create custom agents to cancel orders or perform similar actions?
Which channels can lookfor integrate with?
How does lookfor count conversations in pricing?

Frequently Asked Questions
What kind of onboarding and support can we expect for successful AI Agent adoption?
Our implementation is straightforward, and onboarding is designed to be quick. Most of our clients start seeing the agent setup within a day of implementation. Our dedicated customer success team provides high-quality support and resources to ensure smooth AI adoption, helping you effectively use AI agents to automate your support workflow and improve the customer experience.
How good is lookfor's agents?
Can I create custom agents to cancel orders or perform similar actions?
Which channels can lookfor integrate with?
How does lookfor count conversations in pricing?

Frequently Asked Questions
What kind of onboarding and support can we expect for successful AI Agent adoption?
How good is lookfor's agents?
Can I create custom agents to cancel orders or perform similar actions?
Which channels can lookfor integrate with?
How does lookfor count conversations in pricing?


Get Started
Improve CX. Build your
first AI Agent today!
Recruit AI teammates and resolve tickets on autopilot.
Grow your Shopify store, not your headcount.





Get Started
Improve CX. Build your first AI Agent today!
Recruit AI teammates and resolve tickets on autopilot. Grow your Shopify store, not
your headcount.





Get Started
Improve CX. Build your
first AI Agent today!
Recruit AI teammates and resolve tickets on autopilot.
Grow your Shopify store, not your headcount.




Scalable Customer Experience Platform for Shopify
© Copyright 2026 lookfor Inc. All Rights Reserved
© Copyright 2026 lookfor Inc. All Rights Reserved
Scalable Customer Experience Platform for Shopify
© Copyright 2026 lookfor Inc. All Rights Reserved

