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Enterprise AI Platforms

Head of Data Science

Open Web Presence
Dominant · Reddit Posts ρ=0.421

AI recommendation signal analysis across 131 domains for the Head of Data Science persona in Enterprise AI Platforms.

Open web data in this report comes from Common Crawl HTML crawls.
131Domains Tracked
8.7MReddit Posts
43KWikipedia Articles
4.5MOpen Web Matches
Head of Data Science_persona.report
DomainScore
medium.com
100.0
microsoft.com
94.5
arxiv.org
93.2
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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

Measure open-web share of voice

The widest lens in this report: billions of web pages checked for places where this segment's topics and brands appear together. Domains with high co-occurrence are the ones the open web already associates with this market, the same association LLMs absorb in training.

How It's Calculated

Where the numbers come from

We scan seven full web crawls (roughly monthly, December 2025 through June 2026, about two billion pages each) for pages that link to a tracked brand domain and also contain one of this segment's topic phrases. Hit counts are exact; the count of distinct publishing websites is a close estimate, so it is presented as approximate.

Overview

What's on this page

Segment-level totals, a top-domains-by-co-occurrence chart, and the full domain table.

Segment Totals

Open web presence at a glance

How much of the open web connects Head of Data Science's brands with its topics: pages that link to a tracked brand domain and also contain one of this segment's topic phrases. Hit counts are exact; the publishing-website count is a close estimate.

4.5M
Topic Co-occurrences
63.6M
Topic Phrase Matches
174
Brand Domains Seen
About 861K
Publishing Websites
Open Web Data

Top domains by open-web presence

The brand domains the open web most often links in the same places it discusses Head of Data Science's topics. Topic Co-occurrences requires the segment's own vocabulary on the page; Total Appearances counts the domain alongside any tracked phrase; Blended merges the two on a log scale (co-occurrence weighted higher, 0 to 100). The table follows the selected view.


DomainBlendedTopic Co-occurrencesTotal Appearances
mlops.com9.3115
modern-datatools.com8.5043
google.cloud.com4.406