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Frequently Asked Questions
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.
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 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.
How can Lemonado help me analyze and optimize ad spend?
Once your ad accounts and analytics tools are synced, you can talk to your data directly. For example, you can ask:
• “Where am I overspending for low-quality leads?”
• “Which channel has the lowest CPL for MQLs?”
• “What’s my spend efficiency week-over-week?”
Lemonado’s unified data layer ensures every answer is accurate, connected, and up-to-date — no more manual exports or spreadsheets.
Can Lemonado pull conversions or revenue from sources like HubSpot or GA4 to tie back to ad performance?
Absolutely. Lemonado can connect your ad spend data with downstream systems like GA4, HubSpot, or Stripe to reveal true revenue attribution. You can ask, “How much revenue did my LinkedIn campaign generate last quarter?” or “Which ad set drove the most SQLs?” and the AI will cross-reference all synced sources automatically.
Can Lemonado help me find wasted ad spend or underperforming campaigns?
Yes. Once your ad and analytics data are synced, Lemonado can surface underperforming segments across Google, Meta, and LinkedIn. You can ask questions like “Where am I overspending for low-quality leads?” or “Which campaigns have the lowest conversion rate?” and your AI will instantly analyze cross-platform data to show what’s driving results and what’s wasting budget.
Still have a questions?
Shoot us an email at hello@lemonado.io.
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