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Industry Report

Scientific Instruments

Short Video Search
Dominant · SE Outbound Links ρ=0.383

AI recommendation signal analysis across 1,063 domains and 11 buyer personas in Scientific Instruments, led by thermofisher.com as the most LLM-recommended domain.

Link authority data (PageRank, harmonic centrality) comes from the Common Crawl web graph.
1,063Domains Tracked
11Buyer Personas
19.4MReddit Posts
131KWikipedia Articles
11.1MOpen Web Matches
short_video_search.report
DomainScore
youtube.com
503.5
facebook.com
480.4
instagram.com
468.5
This is a shortened preview of the Scientific Instruments 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

Industry view: this page aggregates every persona's data for the whole industry, plus industry-wide queries. Pick a persona from the sidebar to narrow the lens to one segment.
Use Case

Check the short-form field

Short-form video increasingly shows up inside search results. See who wins those placements and what they cover, then decide whether short-form belongs in your channel mix and which topics to start with.

How It's Calculated

Where the numbers come from

Google short-video results for this industry's queries, aggregated by domain (rank-weighted score plus appearance counts) and by exact URL (appearance count, ties broken by average rank).

Overview

What's on this page

Domain charts and the complete result list.

Search Data

Short Video Search

How often each domain appeared in Google's Short Video Search results for Scientific Instruments queries across all personas. Score is a rank-weighted sum (higher-ranked appearances count for more); count and % are plain appearance tallies.

By Appearance Count

All Results

Every result for Scientific Instruments's Short Video Search queries across all personas, ranked by how many times each exact URL appeared (ties broken by average rank position, so appearing higher up wins). Title and URL links open in a new tab.