Frequently Asked Questions
I already use ChatGPT or Claude. Why do I need Lemonado?
You can wire ChatGPT or Claude up to a few of your marketing tools today, and people do. The catch is what you get back. Each connector pulls raw data from one platform in isolation, with no shared definitions, no client context, and no governance. Ask a real question across Google Ads, Meta, LinkedIn, GA4 and revenue and you get a different answer every time — or no answer at all.
Lemonado is the layer underneath. We blend every platform into one governed, query-ready dataset, keep persistent context per client and brand, and expose it to ChatGPT, Claude, Cursor, or n8n through a single MCP. The AI tool you already use stays, but the answers are now grounded in your actual marketing data, scoped, read-only, and consistent across the whole team.
What tools does Lemonado integrate with?
Google Ads, Meta Ads, LinkedIn Ads, TikTok Ads, Pinterest Ads, Snapchat Ads, Google Analytics, Google Search Console, Google Sheets, Stripe, Snowflake, ClickHouse, and more. See the full list on integrations.
Can Lemonado connect to Claude & ChatGPT?
Yes, and any AI tool that supports MCP. In Lemonado you click one button to create an MCP connection. Each connection is per-client, scoped, and read-only.
How does Lemonado ensure AI answers are accurate and trustworthy?
Every question runs as a real SQL query against your live data, with full source attribution. You can see exactly which rows the answer came from, trace the logic, and verify the numbers. Answers are explainable, not speculative.
What are client workspaces?
Each customer account or brand you manage gets its own workspace with connected data, custom context, and persistent memory. Lemonado learns each client's industry, ICP, KPIs, and history over time, so every answer is grounded in that client's full picture.
What is the unified data layer and why does it matter?
The unified data layer combines every tool you use into one connected, real-time dataset. Spreadsheets, APIs, ad platforms, Stripe, Google Ads, GA4, and more. It's the foundation that powers Chat, Studio, agents, and MCP connectors. No manual exports, no complex setup, no stale data.
How often is my data updated?
Most ad platforms refresh in real time. Other sources refresh as frequently as their API allows. You can see the exact refresh cadence per source in the integration list.
Can Lemonado connect all of my ad accounts to compare performance in one place?
Yes. Lemonado unifies ad data from all major channels, like Google, Meta, LinkedIn, and others, into a single, structured dataset. You can then ask your connected AI assistant questions such as, “Which campaign had the best ROAS this month?” or “What’s my blended CAC across all platforms?” The AI translates that into SQL behind the scenes and gives you real-time answers.
Can I use my marketing data inside ChatGPT or Claude without exposing sensitive credentials?
Yes. Lemonado acts as a secure middle layer. Your AI tool never touches your credentials or raw APIs, it only queries the governed dataset stored in or streamed to Lemonado. This means you can safely ask questions in ChatGPT or Claude about your live campaign data without giving those platforms direct access to your accounts.
Who can see my data inside my company or agency?
You control it. Each workspace has its own member list and permissions. You can scope access to specific clients, channels, or data sources, and remove anyone at any time. The AI only ever sees what the person asking the question is allowed to see.
Can clients or external collaborators join a chat?
Yes. You can invite a client (or any external collaborator) into a specific workspace with view-only or contributor access. They see only that workspace's data, can ask their own questions, and never touch other clients.
Still have a questions?
Shoot us an email at hello@lemonado.io.
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