For Shopify & Amazon sellers
Your AI is missing your business context. MemLab brings it together.
Turn your team's data and decisions, and your business logic across every area — orders, ads, support, inventory, finance — into shared context for every AI tool you use.
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Why did conversion drop last week?
A price test went live Tuesday and two bestsellers went out of stock — the team took the hit on conversion to hold margin.
Your store, your ads, and your inbox each hold a fragment of the story. Connect the tools you already run on, let memory compound, and every question your team or your agents ask starts already knowing the whole picture.
Connect your stack
Point MemLab at Shopify, Amazon, Klaviyo, Meta, Gorgias, and the rest of your stack over MCP and the API — the open surfaces every AI agent already speaks. Connect a source once and MemLab starts remembering what's inside it.
Live today over MCP and the write API — any tool with an MCP server or an export can feed memory. Native one-click connectors are rolling out.
Grow your memory
Every launch, price change, promo, and support theme adds to what your brand knows. Duplicates merge into one memory, prices and policies stay versioned as they change, and recall gets sharper campaign after campaign — not noisier.
Context-aware agents
Your agents ask in plain language and answer from your brand's memory, with the source cited. No re-explaining last quarter, no pasting the margin floor into every prompt.
Memory is not a pile of dashboards. MemLab captures the decision with its context, keeps the version that's true this season, and hands it back the moment your agent needs it — with the source attached.
Capture
Send an order, a Slack thread, or a support ticket — or let a connector send it for you. MemLab keeps the original and pulls out the facts that matter, checking each one against its source before trusting it.
Keep
When a price, policy, or promo changes, MemLab keeps the old version but marks it out of date — so answers reflect what's true now, and you can still see what was true last quarter.
Recall
Ask in plain language. MemLab ranks what it knows, returns the right memory ready for your agent, and every answer carries the source it came from — an order, a campaign, a decision your team already made.
Point any MCP-capable agent at MemLab and its very first conversation starts with your brand's context — the margin floor, the return policy, why last launch's bundle underperformed. No training run, no data pipeline to babysit.
Your team gets the same brain through the console — browse what's known, topic by topic, review what's held back, and watch memory grow launch over launch.
A company brain is only useful if someone keeps it tidy. On a lean team, that's nobody's job. MemLab is its own librarian.
The same promo noted in Klaviyo, logged in Shopify, and mentioned in a standup becomes one memory — not three copies drifting apart.
A price or policy that stops being true stops being recalled. Last season's version stays on the record; it just stops answering questions.
When your store and your ad platform disagree, MemLab holds both back and asks for a review instead of letting your agent pick one and hope.
Talk to us
Connect the tools your store already runs on — brand, ads, inbox, Slack. We'll turn them into shared memory your team and agents can recall on demand.
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