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Procurement Software

Public Sector Officer

AI Search Visibility
Dominant · Common Crawl ρ=0.356

AI recommendation signal analysis across 285 domains for the Public Sector Officer persona in Procurement Software.

285Domains Tracked
2.0MReddit Posts
14KWikipedia Articles
988KOpen Web Matches
Public Sector Officer_persona.report
DomainCitations
opengov.com
11.0
procurementsciences.com
4.0
ivalua.com
3.0
cobblestonesoftware.com
3.0
sovra.com
3.0
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About This Report

How to use this page

Persona view: this page is scoped to this persona's queries alone.
Use Case

Win the AI Overview box

Google's AI Overviews sit above every organic result and answer the question before anyone scrolls. The domains cited there own that attention. Use these lists to see who Google's AI trusts and which pages earned it, then compete for those citations.

How It's Calculated

Where the numbers come from

We collect the AI Overview for every industry query, then count each domain's inline citations (links inside the visible answer) and references (the footnote citations behind it). No rank data exists in this source, so these are plain appearance counts.

Overview

What's on this page

Two charts: domains cited inline in the AI-written answers, and domains in the supplemental references.

AI Search Data

Inline citations vs references

Domains appearing in both charts below, inline citation count next to reference count. A wide gap flags domains Google's AI leans on for research but rarely links in the visible answer, or the reverse.

AI Search Data

AI Overview inline citations

Domains linked directly in the AI-written answer body for Public Sector Officer queries: what a user actually sees, not just the supplemental research below. Counted by appearances (no rank field exists in this data, so this isn't a rank-weighted score).

AI Search Data

AI Overview references

Domains in the AI Overview's supplemental footnote citations for Public Sector Officer queries: the research behind the answer, not necessarily linked inline in the visible text.