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Marketing Automation Software

Product Led SaaS Marketer

AI Search Visibility
Dominant · Search Engine Appearances ρ=0.698

AI recommendation signal analysis across 148 domains for the Product Led SaaS Marketer persona in Marketing Automation Software.

148Domains Tracked
1.9MReddit Posts
3,387Wikipedia Articles
2.6MOpen Web Matches
Product Led SaaS Marketer_persona.report
DomainCitations
inflection.io
4.0
customer.io
3.0
attio.com
2.0
This is a shortened preview of the Marketing Automation Software report

Many tables and charts on this page show only the top few results; the full data behind them runs far deeper. The complete report unlocks every row, chart, and download for this industry.

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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 Product Led SaaS Marketer 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 Product Led SaaS Marketer queries: the research behind the answer, not necessarily linked inline in the visible text.