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Comparing Periods via AI

The AI assistant automatically compares metrics between two periods and shows the absolute and percentage change.

How to phrase a comparison question

Use keywords like: compare, versus, vs, difference, delta, change.

Comparing to the previous period

  • "Compare this month's spend to last month's"
  • "How have conversions changed compared to last week?"
  • "Difference in impressions: this month vs last month"

Comparing specific periods

  • "Compare spend from June 1–7 and July 1–7"
  • "Delta in clicks: January 2026 vs January 2025"
  • "Show the change in ROAS over the last 30 days relative to the previous 30 days"

Comparing sources

  • "Meta Ads vs Google Ads by spend over 30 days"
  • "Compare cost per lead in TikTok and Instagram this month"
  • "Which source generated more conversions: LinkedIn or Google Ads?"

Comparing entities

  • "Compare two campaigns: 'Brand Search' and 'Generic Search' by CPA over a week"
  • "ROAS by ad group: group A vs group B"

How the AI builds the answer

When comparing, the AI provides:

  1. Current period: the metric value
  2. Previous period: the metric value
  3. Absolute delta: the difference in units of measurement
  4. Percentage change: growth/decline as a percentage
  5. Visualization: an up/down arrow highlighted in green/red

Limitations

  • Only periods of equal length can be compared
  • Maximum length of a single period is 365 days
  • You can't compare more than two periods in a single request
  • If one of the periods has no data (for example, a campaign wasn't running), the AI will warn you about it

Maintained by the LightLead Documentation Team · Last verified: 2026-07-26