Intent & Citation Analysis

Read the Intent Quadrant map, understand citation sources, and analyze citation quality mix.

Intent & Citation Analysis

The intent and citation views help you understand why AI platforms mention you and where they pull their information from.

Intent Quadrant map

The Intent Quadrant is a scatter plot that maps your brand and competitors across two dimensions:

  • X-axis: Discovery SOV — How often AI platforms mention you in unbranded, category-level prompts (0–100%)
  • Y-axis: Reputation SOV — How often AI platforms mention you in branded prompts (0–100%)

The four quadrants

QuadrantPositionWhat it means
AuthorityTop-rightHigh discovery + high reputation. AI platforms cite you for both branded and category queries. This is the strongest position.
Legacy BrandTop-leftHigh reputation + low discovery. You're well-known by name but AI doesn't recommend you in category conversations.
DisruptorBottom-rightHigh discovery + low reputation. AI platforms mention you in category queries but don't recognize your brand specifically.
UnknownBottom-leftLow on both axes. AI platforms rarely mention you. Focus on building presence through content optimization.

Reading the chart

  • Your brand appears as a larger indigo circle
  • Competitors appear as smaller gray circles
  • Bubble size reflects the total number of AI responses analyzed — larger bubbles mean more data behind the position
  • Dashed crosshairs at the 50% mark divide the quadrants

Use the threshold slider to filter out brands with too few responses. This removes noise from competitors that appear in only a handful of prompts.

Citation sources

The citation sources table shows the top domains that AI platforms reference when responding to your prompts.

Each source includes:

  • Domain with favicon and external link
  • Source type — Classified as Editorial (news/media sites), UGC (Reddit, Quora, Stack Overflow, YouTube), Corporate (.gov, .edu), or Other
  • Citation count and percentage share
  • Compare button — Opens a comparison view against your content

Source type distribution

At the top of the table, chips show the percentage breakdown across source types. This tells you what kind of content AI platforms trust for your category.

Source TypeExamplesWhat it means
EditorialForbes, TechCrunch, BBC, ReutersAI trusts professional publications for your topic
UGCReddit, Quora, YouTube, MediumCommunity content influences AI responses
Corporate.gov, .edu domainsInstitutional sources carry weight
OtherEverything elseGeneral web sources

Citation quality mix

A pie chart showing the overall distribution of citation types across all your monitored prompts. Track this over time to see if your optimization efforts shift the mix toward more editorial or domain-specific citations.

Next steps