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Industry Report

Scientific Instruments

Research: Suggested Links
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
content_queries_suggested_links.report
DomainScore
cdc.gov
2.0
acil.org
1.4
labequipmentdirect.com
1.0
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

Mine link prospects

Pages surfacing for suggested-link queries: resource pages and roundups that could plausibly link to you. Work them as a link-building prospect list.

How It's Calculated

Where the numbers come from

We run suggested links queries for this industry through Google and aggregate every result: domains by rank-weighted score (higher positions count for more) and appearance count, exact URLs by appearance count, and the most common title phrases.

Overview

What's on this page

Domain and URL charts, the full result list, and title n-gram tables.

Research

Research: Suggested Links

Domains appearing in Google results for Scientific Instruments's Research: Suggested Links queries across all personas. Score is a rank-weighted sum (higher-ranked appearances count for more); count is a plain appearance tally.

By Score

Top URLs

Individual pages (not just domains) ranked by the same rank-weighted score, labeled by page title.

By Appearance Count

All Results

Every result for Scientific Instruments's Research: Suggested Links queries across all personas, ranked by how many times each exact URL appeared (ties broken by average rank position, so appearing higher up wins), a different aggregation than the score-based charts above. Title and URL links open in a new tab.

Phrase Frequency

Title N-Grams

Most common word phrases (2 to 7 words) across every result title for these queries.

2-grams

93total cost
92cost of
88of ownership
64channel partner
53guide to
53how to
47lab equipment
40process monitoring
38laboratory equipment
36quality control
35ownership tco
34partner program
27analytical instruments
25resources for
23environmental testing
22equipment for
21shared instrumentation
20method development
18analytical method
17useful links
16environmental laboratory
15equipment list
15lab startup
14guide for
14list of

3-grams

92total cost of
87cost of ownership
35of ownership tco
30channel partner program
17analytical method development
14a channel partner
11a guide to
10partner program guide
9a comprehensive guide
9shared instrumentation grant
9channel partner programs
9to build a
8lab equipment for
8method development and
8build a channel
8industrial process monitoring
8how to calculate
7laboratory equipment list
7essential lab equipment
7laboratory equipment for
7best practices for
7lab start up
7step by step
7development and validation
7how to build

4-grams

87total cost of ownership
35cost of ownership tco
13a channel partner program
9channel partner program guide
8analytical method development and
8to build a channel
8build a channel partner
7method development and validation
6how to build a
5a comprehensive guide to
5laboratory equipment and supplies
5a step by step
5step by step guide
5to analytical method development
5manufacturing process monitoring software
5cost of ownership in
5calculate total cost of
5the total cost of
4resources and tools safe
4and tools safe labs
4tools safe labs portal
4how to choose the
4lab start up guide
4guide to analytical method
4best channel partner programs

5-grams

35total cost of ownership tco
8to build a channel partner
7analytical method development and validation
7build a channel partner program
6how to build a channel
5a step by step guide
5total cost of ownership in
5calculate total cost of ownership
4resources and tools safe labs
4and tools safe labs portal
4guide to analytical method development
4best manufacturing process monitoring software
4manufacturing process monitoring software 2026
4cost of ownership tco in
4how to calculate total cost
4to calculate total cost of
4guide to total cost of
4to total cost of ownership
4the total cost of ownership
4calculating total cost of ownership
3laboratory equipment and supplies directory
3how to choose the right
3shared instrumentation grant sig program
3list of useful databases chemistry
3of useful databases chemistry library

6-grams

7to build a channel partner program
6how to build a channel partner
4resources and tools safe labs portal
4best manufacturing process monitoring software 2026
4total cost of ownership tco in
4how to calculate total cost of
4to calculate total cost of ownership
4guide to total cost of ownership
3list of useful databases chemistry library
3a review analytical method development and
3review analytical method development and validation
3the total cost of ownership tco
3what is total cost of ownership
3is total cost of ownership tco
2top 10 laboratory equipment list lab
210 laboratory equipment list lab supplies
2essential lab equipment a full guide
2lab equipment a full guide for
2equipment a full guide for your
2a full guide for your lab
2full guide for your lab needs
2selection of basic laboratory equipment for
2checklist for selecting lab supplies equipment
2the top 30 most commonly used
2top 30 most commonly used lab

7-grams

6how to build a channel partner program
4how to calculate total cost of ownership
3a review analytical method development and validation
3what is total cost of ownership tco
2top 10 laboratory equipment list lab supplies
2essential lab equipment a full guide for
2lab equipment a full guide for your
2equipment a full guide for your lab
2a full guide for your lab needs
2the top 30 most commonly used lab
2top 30 most commonly used lab equipment
2top 7 lab supplies every laboratory needs
2lab start up guide essential planning and
2start up guide essential planning and equipment
25 tips for selecting used laboratory equipment
2https ucsfonline sharepoint com x s expmadmini
2a step by step guide to analytical
2step by step guide to analytical method
2by step guide to analytical method development
2sources of international development data for your
2analytical procedures and methods validation for drugs
2analytical quality by design based method development
2what is the best way to search
2is the best way to search potential
2the best way to search potential channel