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Analytics QuerySmart Filters
React / Next.jsWordPressSite TrackingSocial MediaStripeGoogle Analytics 4

Analytics Query Engine

Build custom analytics queries with natural language

Overview

The Analytics Query Engine lets you build custom analytics queries using natural language. Instead of working with pre-built reports, ask your AI assistant to slice and dice your visibility data in any way you need — by platform, over time, filtered by sentiment, and more.

Tip: You don't need to know any query syntax. Just tell your AI assistant what you want to see, like "Show me weekly mention trends by platform for the last 3 months" and it will handle the rest.

What You Can Ask

The analytics engine supports a wide range of queries. Here are some examples of what you can ask:

Metrics

  • Total brand mentions across AI platforms
  • Citation counts and rates
  • Sentiment scores and trends
  • Visibility rates over time

Breakdowns

  • By AI platform (ChatGPT, Claude, Perplexity, etc.)
  • By time period (daily, weekly, monthly)
  • By sentiment category

Filters

  • Filter by specific AI platform
  • Filter by sentiment range
  • Only mentions with or without citations
  • Custom date ranges up to 90 days

Examples

Mentions by platform

You

How many mentions and citations do I have on each AI platform?

AI

Last 30 days by platform:

ChatGPT: 18 mentions, 7 citations (39% rate)
Perplexity: 12 mentions, 9 citations (75% rate)
Claude: 8 mentions, 3 citations (38% rate)

Perplexity has your highest citation rate. Consider optimizing content for ChatGPT to improve its lower rate.

Weekly trends

You

Chart my weekly mention count and sentiment over the last 3 months.

AI

Weekly Trends (Last 12 Weeks):

Mentions are trending up — from 6/week in December to 12/week in February.
Sentiment has been steady at 72-78 range.

The uptick in mentions started around mid-January, likely correlating with your new blog posts.

Filtered analysis

You

Show me only ChatGPT mentions from the last month that have high sentiment and include citations.

AI

Found 5 ChatGPT mentions with high sentiment and citations in the last 30 days. The most common trigger queries are in the "best tools for..." and "how to..." categories.


Tips for Better Queries

  • Be specific about time — "Last 7 days" vs "last 3 months" gives very different results
  • Ask for comparisons — "Compare my ChatGPT vs Perplexity performance"
  • Save what works — Ask to save useful queries as reports for quick access later
  • Combine with actions — "Show me platforms where I'm weak, then suggest content to improve"
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OverviewWhat You Can AskExamplesTips