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How do I ask the AI assistant about my data?

Type a question with a metric, time range and breakdown; the assistant runs a query on your project and shows it, then explains why a number changed.

Product analytics3 min readLast updated Nov 5, 2026TapCub team

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Short answer

Open All-platform analytics › Operations › AI Assistant and type a question with a metric, time range and optional comparison or breakdown. The answer shows the query it ran; numbers always come from that query. Why did it change? splits a change by channel, country, device and other dimensions.

Short answer

Open All-platform analytics › Operations › AI Assistant, type a question such as "visitor trend for the last 7 days versus the previous period" on the Ask tab and press Enter. The answer shows the query it ran, so you can check it, open it in the analyzer or save it. Numbers always come from a query on your project, not from the model.

1. Ask a question

Name the metric, the time range and, if you want one, the comparison and breakdown:

Good question (sample)What it becomes
Visitor trend for the last 7 days versus the previous periodVisitors, 7 days, compared with the previous 7
Signups last 30 days by channelSignup event, 30 days, broken down by channel
Pageviews this month, mobile onlyPageviews, this month, filtered to mobile

Follow-ups such as "now by country" or "mobile only" edit the previous query instead of starting over.

2. Check the answer

Every answer includes the query: metric, time, comparison, breakdown and filters. Read it before you trust the number. Open in analyzer and Save as insight are buttons you click; the assistant does not do them for you.

3. Ask why a number changed

Click Why did it change? to carry the current metric into the Why did it change tab. It splits the change versus the previous period or the same period last year by channel, referrer domain, country, device, entry page, platform and related dimensions, one or two levels deep. Contribution is a value's change divided by the total change.

Sample: visitors fell by 1,000 and organic search fell by 700, so organic search contributed 70% of the drop.

4. How the model is used

  • A question is parsed by rules first. When confidence is high and it is not a follow-up, the query runs with no model call.
  • The model is used when confidence is low, nothing was parsed, or the thread has history. It must produce the same query shape, which is then run.
  • The written reading comes from rules. With a model on and under the daily cap, the model only rewrites that draft and must not add numbers that are not in the result.
  • With no model configured, the corner badge reads Rules only (no model calls) and every answer stays on the rule path.
  • Model calls have a per-site daily cap shown at the top of the page; a cap of 0 means no cap.

5. What it will not do

It does not search a knowledge base, create monitors or send notifications. For alerts, see set up traffic alerts. To let your own AI agents read the same data, see connect AI agents with MCP.

Common problems

SymptomCauseFix
The answer misses the questionMetric, time or breakdown unclearName all three, or use a suggested question
Plain wording, no polished summaryNo model, or daily cap spentThe rule reading still has the right numbers
Wrong projectQuestions use the current projectSwitch project first

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