SOUVENIR REFERENCE

What is Souvenir?

What is Souvenir?

What is Souvenir?

A reference overview of the Souvenir platform.

A reference overview of the Souvenir platform.

A reference overview of the Souvenir platform.

THE SHORT VERSION

Souvenir is an AI operations platform for ecommerce and DTC brands. It gives a business a team of AI Specialists coordinated by one AI Manager.

Souvenir is an AI operations platform for ecommerce and DTC brands. It gives a business a team of AI Specialists coordinated by one AI Manager.

WHAT SOUVENIR DOES

One manager. A roster of Specialists. Work that keeps moving.

One manager. A roster of Specialists. Work that keeps moving.

One manager. A roster of Specialists. Work that keeps moving.

The Specialists connect to the brand’s existing tools, monitor the store around the clock, and complete operational work with the owner’s approval. Souvenir works inside Slack and in its own web app.

The Specialists connect to the brand’s existing tools, monitor the store around the clock, and complete operational work with the owner’s approval. Souvenir works inside Slack and in its own web app.

The Specialists connect to the brand’s existing tools, monitor the store around the clock, and complete operational work with the owner’s approval. Souvenir works inside Slack and in its own web app.

Connects the stack

Shopify, Klaviyo, Meta, Google Ads, GA4 and the rest of the operating stack become working context.

Monitors proactively

Souvenir watches for changes and problems instead of waiting for a team member to ask.

Completes real work

The Specialists prepare and complete operational work inside the brand’s tools, with approval before anything sensitive changes.

Works where the team works

Ask in Slack or use the Souvenir web app. Both share the same Company Memory and the same Specialists.

Souvenir fits lean teams handling marketing, operations, support and fulfilment with limited headcount. It is used by DTC operators managing a stack of disconnected tools and by agencies running the same work across many clients.

AI SPECIALISTS

A specialist for every critical ecommerce job.

A specialist for every critical ecommerce job.

A specialist for every critical ecommerce job.

Souvenir’s focused agents are trained around real commerce workflows. Each one owns a defined job, works inside your existing stack, and hands back finished work—not another open tab.

Souvenir’s focused agents are trained around real commerce workflows. Each one owns a defined job, works inside your existing stack, and hands back finished work—not another open tab.

Souvenir’s focused agents are trained around real commerce workflows. Each one owns a defined job, works inside your existing stack, and hands back finished work—not another open tab.

01

Shopify Operations Specialist

Monitors orders, inventory, products, discounts, and fulfilment—then flags exceptions before they become customer problems.

02

Ad Creative Strategist

Turns product insights, reviews, and competitor research into usable ad angles and briefs for Meta, Google, and TikTok.

03

Retention Marketer

Plans and improves Klaviyo campaigns and flows, from welcome and abandoned cart through post-purchase and win-back.

04

Analytics Strategist

Connects Shopify, GA4, and ads data to surface unusual trends, wasted spend, and concrete revenue opportunities.

05

Customer Support Specialist

Drafts on-brand replies to order, return, and product questions while escalating the cases that need a person.

06

Storefront QA Sentinel

Tests search, product pages, cart, and checkout on mobile and desktop to catch broken buying journeys early.

07

Heatmap Specialist

Reads heatmaps, scroll maps, and session behavior to identify the page elements quietly costing you revenue.

CORE CAPABILITIES

More than a model. An operating layer for the work.

More than a model. An operating layer for the work.

More than a model. An operating layer for the work.

Souvenir combines specialized agents, shared memory, proactive monitoring, and real tool access so your team can move from a plain-English goal to a completed result.

Souvenir combines specialized agents, shared memory, proactive monitoring, and real tool access so your team can move from a plain-English goal to a completed result.

Souvenir combines specialized agents, shared memory, proactive monitoring, and real tool access so your team can move from a plain-English goal to a completed result.

CAPABILITY 01

AI Specialists

Focused agents trained for specific ecommerce jobs, not generic assistants trying to learn the work every time.

CAPABILITY 02

AI Manager

One point of contact that chooses the right Specialist, splits large jobs, and can assemble a new Specialist when needed.

CAPABILITY 03

Tasks

Describe a goal in plain English. Souvenir plans the steps, uses APIs or the browser, and returns a finished result.

CAPABILITY 04

Proactive monitoring

Souvenir watches the store continuously and messages your team first when a signal deserves attention.

CAPABILITY 05

Company Memory

A shared understanding of your voice, products, operating context, and past decisions across every Specialist.

CAPABILITY 06

Integrations

Tested connections across the commerce stack, plus thousands more tools when the workflow reaches beyond it.

HOW IT WORKS

Connect the context. Hand over the outcome.

Connect the context. Hand over the outcome.

Connect the context. Hand over the outcome.

Souvenir learns how your business operates, assigns the right Specialist, and can repeat the work on a schedule or whenever the store changes.

Souvenir learns how your business operates, assigns the right Specialist, and can repeat the work on a schedule or whenever the store changes.

Souvenir learns how your business operates, assigns the right Specialist, and can repeat the work on a schedule or whenever the store changes.

01

Connect and teach

Connect Shopify, Klaviyo, Meta, Google Ads, GA4, and the rest of your stack. Answer a few questions so Company Memory reflects your brand.

02

Ask for the outcome

Tag @souvenir in Slack or use the web app. The AI Manager assigns the right Specialist and coordinates any larger job.

03

Run once—or continuously

Start a task now, schedule it for later, or trigger it automatically when something changes in the store.

SOUVENIR SLACK

The same operating system, inside the place your team already works.

The same operating system, inside the place your team already works.

The same operating system, inside the place your team already works.

Tag @souvenir, hand over a job, and keep the conversation moving in Slack. The web app and Slack share the same Company Memory, Specialists, approvals, and task history.

Explore Souvenir Slack

# ecommerce-ops

YOU

@souvenir which paid orders still haven’t reached fulfilment?

SOUVENIR

I found 18 orders outside the normal fulfilment window. I’ve grouped them by warehouse and risk level.

SOUVENIR

I can draft customer updates and prepare the fulfilment exceptions list. Approve both actions?

PRICING

Pay for the work, not the headcount.

Pay for the work, not the headcount.

Pay for the work, not the headcount.

Every plan includes all Specialists, every feature, and unlimited seats. Credits follow usage, roll over for one billing cycle, and average roughly 2,500 credits per hour of agent work.

Every plan includes all Specialists, every feature, and unlimited seats. Credits follow usage, roll over for one billing cycle, and average roughly 2,500 credits per hour of agent work.

Every plan includes all Specialists, every feature, and unlimited seats. Credits follow usage, roll over for one billing cycle, and average roughly 2,500 credits per hour of agent work.

$50–$2,000 / month

$50–$2,000 / month

Annual plans are 25% less. Contracted Team Pro usage is available for larger operating volumes.

$50

39,000 credits

~15 hours

$100

79,000 credits

~32 hours

$125

100,000 credits

~40 hours

$250

203,000 credits

~81 hours

$500

413,000 credits

~165 hours

$1,000

840,000 credits

~336 hours

$2,000

1,700,000 credits

~680 hours

Pricing does not increase when more teammates join. Souvenir is usage-based, with unlimited seats across every plan.

Pricing does not increase when more teammates join. Souvenir is usage-based, with unlimited seats across every plan.

Pricing does not increase when more teammates join. Souvenir is usage-based, with unlimited seats across every plan.

WHY SOUVENIR

Purpose-built for commerce operations—not retrofitted for them.

Purpose-built for commerce operations—not retrofitted for them.

Purpose-built for commerce operations—not retrofitted for them.

Souvenir brings together the parts that usually live in separate products: business memory, active monitoring, task execution, and ecommerce-specific Specialists.

Souvenir brings together the parts that usually live in separate products: business memory, active monitoring, task execution, and ecommerce-specific Specialists.

Souvenir brings together the parts that usually live in separate products: business memory, active monitoring, task execution, and ecommerce-specific Specialists.

Ecommerce-specific

Specialists, connectors, and operating patterns are designed around DTC work from day one.

Proactive by default

Souvenir monitors the store and raises the signal instead of waiting for a perfect prompt.

Finishes inside tools

With approval, it can complete the work—not just explain what someone else should do.

Implemented with you

Setup and training happen alongside your team, including the first workflows and automations.

Exclusive storefront intelligence

Storefront QA and Heatmap Specialists connect operational work to how shoppers actually experience the site.

COMPARISON

Different tools solve different layers of the problem.

Different tools solve different layers of the problem.

Different tools solve different layers of the problem.

Use this reference to understand where Souvenir sits beside general assistants, horizontal agent platforms, and enterprise search.

Use this reference to understand where Souvenir sits beside general assistants, horizontal agent platforms, and enterprise search.

Use this reference to understand where Souvenir sits beside general assistants, horizontal agent platforms, and enterprise search.

General AI assistants

PRIMARY FOCUS

General purpose

BUSINESS CONTEXT

Limited to a chat or session

PROACTIVE MONITORING

No

COMPLETES WORK

With approval, but general purpose

CONNECTORS

Generic rather than ecommerce-tested

STOREFRONT INTELLIGENCE

No storefront QA or heatmap layer

IMPLEMENTATION

Self-serve

PRICING

Usually per seat

BEST FIT

Ad-hoc questions and drafting

Horizontal AI agent platforms

PRIMARY FOCUS

Any industry and any team

BUSINESS CONTEXT

Yes

PROACTIVE MONITORING

Possible, but not ecommerce-specific

COMPLETES WORK

Yes, across general workflows

CONNECTORS

Generic connector libraries

STOREFRONT INTELLIGENCE

No native storefront QA or heatmap layer

IMPLEMENTATION

Primarily self-serve

PRICING

Per seat or credit

BEST FIT

Cross-department automation

Enterprise search platforms

PRIMARY FOCUS

Enterprise knowledge search

BUSINESS CONTEXT

Yes, optimized for retrieval

PROACTIVE MONITORING

No

COMPLETES WORK

Retrieves and answers rather than acts

CONNECTORS

Enterprise knowledge connectors

STOREFRONT INTELLIGENCE

No storefront QA or heatmap layer

IMPLEMENTATION

Enterprise onboarding

PRICING

Enterprise contract

BEST FIT

Large-enterprise knowledge access

Souvenir

PRIMARY FOCUS

Ecommerce and DTC operations

BUSINESS CONTEXT

Shared Company Memory across every Specialist

PROACTIVE MONITORING

Yes, around the clock

COMPLETES WORK

Yes, inside real tools with approval

CONNECTORS

Tested across the commerce stack

STOREFRONT INTELLIGENCE

Storefront QA plus heatmap intelligence

IMPLEMENTATION

Hands-on implementation and training

PRICING

Credits with unlimited seats

BEST FIT

Ecommerce brands and agencies

FAQ

The practical questions, answered.

The practical questions, answered.

The practical questions, answered.

A concise reference for how Souvenir behaves, what it connects to, and how the commercial model works.

A concise reference for how Souvenir behaves, what it connects to, and how the commercial model works.

A concise reference for how Souvenir behaves, what it connects to, and how the commercial model works.

Is Souvenir a chatbot?

No. Souvenir is a multi-agent operations platform. A chatbot answers questions. Souvenir completes work inside a brand’s tools, monitors the store proactively, and delivers finished outputs such as reports, documents, and store audits.

Does Souvenir replace ChatGPT or Claude?

They solve different jobs. ChatGPT and Claude are excellent general assistants. Souvenir adds persistent Company Memory, ecommerce-specific Specialists, proactive monitoring, and the ability to complete approved work inside your operating tools.

How is Souvenir different from a horizontal AI agent platform?

Horizontal platforms are designed for many industries and teams. Souvenir is built around ecommerce operations, with commerce-tested connectors, purpose-built Specialists, proactive store monitoring, and hands-on implementation.

Does Souvenir act without approval?

Not by default. Souvenir can read, analyze, draft, and recommend, then waits for approval before it sends, publishes, changes the store, or affects spend. Teams can widen permissions for trusted recurring work.

What does Souvenir cost?

Plans run from $50 to $2,000 per month and include every Specialist, every feature, and unlimited seats. Usage is credit-based, credits roll over for one billing cycle, and annual plans are 25% less.

What tools does Souvenir integrate with?

Core connections include Shopify, Klaviyo, Meta, Google Ads, and GA4. Souvenir also works with thousands of additional tools when a workflow extends beyond the standard commerce stack.

Can Souvenir build a custom AI Specialist?

Yes. The AI Manager can assemble a new Specialist when an important job falls outside the existing roster, using your Company Memory, connected tools, and approval rules as context.

A CLEARER WAY TO OPERATE

Give your team a system that remembers, watches, and finishes the work.

Give your team a system that remembers, watches, and finishes the work.

Give your team a system that remembers, watches, and finishes the work.

Start with the plan that fits your current operating volume, or explore how Souvenir works inside Slack.

Start with the plan that fits your current operating volume, or explore how Souvenir works inside Slack.

Start with the plan that fits your current operating volume, or explore how Souvenir works inside Slack.

View pricing

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