Marketing

AI Data Analyst
for Marketing

Get instant answers on every campaign, channel, and audience segment — without writing SQL or waiting on a data team.

Use cases

Every marketing question, answered instantly.

From campaign ROI to lead attribution — ask in plain English and get the answer in seconds.

What's our CAC this month?Which campaign drove the most conversions?Show email open rates by segmentWhat's our MQL to SQL conversion rate?Which channels have the best ROAS?How did our Q1 campaigns perform?What's our cost per lead by channel?Which landing page converts best?Show me our lead velocity rateWhich ad creative has the lowest CPC?What's our CAC this month?Which campaign drove the most conversions?Show email open rates by segmentWhat's our MQL to SQL conversion rate?Which channels have the best ROAS?How did our Q1 campaigns perform?What's our cost per lead by channel?Which landing page converts best?Show me our lead velocity rateWhich ad creative has the lowest CPC?
How is paid search performing vs organic?What's the ROI on our influencer campaigns?Which email subject lines get the best CTR?Show retargeting campaign performanceWhat's our brand awareness trend?Which social channels drive the most traffic?How many leads did we generate last quarter?What's our content engagement rate?Show me funnel drop-off by traffic sourceWhich keywords are driving the most leads?How is paid search performing vs organic?What's the ROI on our influencer campaigns?Which email subject lines get the best CTR?Show retargeting campaign performanceWhat's our brand awareness trend?Which social channels drive the most traffic?How many leads did we generate last quarter?What's our content engagement rate?Show me funnel drop-off by traffic sourceWhich keywords are driving the most leads?
What's our average time to first conversion?Show me revenue by acquisition channelWhich campaigns have the lowest bounce rate?What's our email unsubscribe trend?Show top-performing blog posts by leads generatedWhat's our paid vs organic traffic split?What's our average time to first conversion?Show me revenue by acquisition channelWhich campaigns have the lowest bounce rate?What's our email unsubscribe trend?Show top-performing blog posts by leads generatedWhat's our paid vs organic traffic split?
Channel analytics

One place for all your channel performance

Stop switching between ad platforms, email tools, and dashboards. Ask Sequel a single question and get a unified view of every channel — side by side, in the same report.

  • Unified metrics across paid, organic, email, and social
  • Compare CAC and ROAS across campaigns in seconds
  • Spot underperforming channels before budgets are wasted
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Attribution

Know exactly what's driving revenue

Multi-touch attribution without the spreadsheets. Ask which campaigns, ads, or content pieces contribute most to closed deals — and get an answer your team can act on.

  • First-touch, last-touch, and linear attribution in one query
  • Connect marketing activity to pipeline and revenue
  • Filter by segment, date range, or campaign type
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Capabilities

Built for marketing teams

Campaign Performance

Compare campaigns side-by-side across every metric — impressions, clicks, conversions, and cost — in a single question.

Attribution Modeling

Understand which touchpoints drive revenue with first-touch, last-touch, and multi-touch attribution breakdowns.

Paid & Organic Analysis

Analyze search, social, and display channel performance together to understand your true customer acquisition cost.

Audience Segmentation

Slice your audience by behavior, source, geography, or any custom dimension and understand what makes each segment convert.

Email Analytics

Track open rates, CTR, and conversion rates across campaigns and segments without exporting CSV files.

Social Performance

Monitor engagement, reach, and follower growth across all social channels and tie them back to pipeline impact.

Automatic Visualizations

Every marketing query renders the right chart automatically — no BI tool or pivot table required.

Instant Funnel Views

See where leads drop off across every stage of your marketing funnel with a single natural language question.

FAQ

Frequently asked questions

Our marketing team has zero SQL skills — can they actually use an AI data analyst?

Yes. Sequel is built for marketers, not engineers. You type a question in plain English — 'Which campaigns drove the most conversions last month?' — and Sequel writes the SQL, runs it against your database, and returns the answer with a chart. No syntax, no schema knowledge, no tickets to a data team.

How accurate is AI attribution compared to building attribution models manually?

Sequel queries your actual CRM and ad platform data to construct attribution views — it doesn't estimate. If your data includes UTM parameters, lead sources, and deal records, Sequel can trace revenue back to first-touch, last-touch, or multi-touch across channels with the same accuracy you'd get from a custom SQL query.

Can Sequel connect to our ad platforms, email tools, and CRM?

Sequel connects to the databases and data warehouses where your marketing data lives — whether that's a Postgres database synced from HubSpot, a Snowflake warehouse fed by your ETL pipeline, or any other SQL-compatible source. If your marketing data is in a database, Sequel can query it.

We already have a BI tool. Why would we need an AI data analyst on top of that?

BI tools are great for dashboards you've already defined. Sequel handles the questions you haven't anticipated yet — ad-hoc analysis, edge cases, and exploratory questions. Instead of building a new report and waiting for it to populate, you just ask. Most teams end up using Sequel for 80% of day-to-day questions and their BI tool for polished executive dashboards.

How do I know the AI is querying the right tables and not making things up?

Sequel always shows you the SQL it generated before or alongside the result. You can read the query, verify it references the right tables and filters, and re-run it yourself. There's no black box — every answer is traceable back to a query and a data source.

Can Sequel handle multi-touch attribution across 10 or more channels?

Yes, as long as your data captures the touchpoints. Sequel can join across campaign tables, session tables, and CRM records to calculate first-touch, last-touch, and weighted linear attribution. You can also filter by date range, segment, or channel to drill into exactly what's driving pipeline.

How long does it take to get our marketing data connected and get value?

Most teams connect a data source and ask their first meaningful marketing question within two minutes. Sequel reads your schema automatically — you don't need to configure fields, build data models, or write a single line of code. Just connect, ask, and get answers.

Stop waiting for dashboards

Connect your marketing data and ask your first question in under two minutes.