Industry Report

Scientific Instruments

Research: Forums, Message Boards

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.

Download this report (.xlsx)

1,063Domains Tracked

11Buyer Personas

19.4MReddit Posts

131KWikipedia Articles

11.1MOpen Web Matches

content_queries_forums_messageboards.report

DomainScore

labwrench.com

2.1

yourcommunityhospital.com

1.1

abrf.connectedcommunity.org

1.0

Domains rankedn = 3

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

Join the right communities

The forums and message boards that own this industry's discussion. Monitor them for pain points and participate where your customers already gather.

How It's Calculated

Where the numbers come from

We run forums, message boards 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: Forums, Message Boards

Domains appearing in Google results for Scientific Instruments's Research: Forums, Message Boards 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: Forums, Message Boards 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.

Title	URL	Appearances	Domain PR	Domain HC	Host PR	Host HC

Laboratory Equipment Forums	https://www.labwrench.com/forums	3	8	95	0	93
CEO's Guide to Financial Readiness in Your Startup Lab	https://www.ovation.io/financial-readiness-for-startup-labs/	3	14	95	1	94
Our Lab	https://louisvilleky.gov/government/health-wellness/our-lab	3	33	96	28	95

Phrase Frequency

Title N-Grams

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

2-grams

94	cost of
93	total cost
89	of ownership
52	channel partner
48	quality control
40	lab equipment
38	partner program
38	national laboratory
38	quality assurance
34	analytical development
28	laboratory services
28	ownership tco
26	how to
26	community hospital
23	laboratory equipment
21	core facilities
19	process monitoring
17	in the
16	guide to
16	analytical instruments
15	of the
15	analytical instrument
14	water testing
14	industrial process
14	the total

3-grams

89	total cost of
89	cost of ownership
28	of ownership tco
24	channel partner program
14	the total cost
11	community hospital laboratory
10	los alamos national
10	point of care
9	a channel partner
9	alamos national laboratory
9	industrial process monitoring
9	quality control testing
8	argonne national laboratory
8	quality assurance and
7	quality assurance testing
7	of care testing
6	analytical development summit
6	environmental testing lab
6	how to calculate
5	to build a
5	medical laboratory technology
5	adc analytical development
5	national laboratory of
5	laboratory of the
5	of the rockies

4-grams

87	total cost of ownership
28	cost of ownership tco
14	the total cost of
9	los alamos national laboratory
7	point of care testing
5	a channel partner program
5	national laboratory of the
5	laboratory of the rockies
5	cost of ownership for
5	cost of ownership of
5	quality assurance and testing
4	how to build a
4	adc analytical development summit
4	what is total cost
4	is total cost of
4	cost of ownership and
4	quality assurance vs quality
4	assurance vs quality control
3	core facilities office of
3	facilities office of research
3	analytical development summit 2026
3	analytical development quality control
3	scientist analytical development small
3	analytical development small molecule
3	to build a channel

5-grams

28	total cost of ownership tco
13	the total cost of ownership
5	national laboratory of the rockies
5	total cost of ownership for
5	total cost of ownership of
4	what is total cost of
4	is total cost of ownership
4	total cost of ownership and
4	quality assurance vs quality control
3	core facilities office of research
3	scientist analytical development small molecule
3	to build a channel partner
3	berkeley lab government community relations
3	laboratory of the rockies nlr
3	understanding total cost of ownership
3	understanding the total cost of
3	why total cost of ownership
3	cost of ownership tco in
3	cost of ownership tco for
3	tco total cost of ownership
3	total cost of ownership calculator
3	total cost of ownership definition
3	cost of ownership definition and
3	ceo s guide to financial
3	s guide to financial readiness

6-grams

4	what is total cost of ownership
4	is total cost of ownership tco
4	the total cost of ownership for
3	national laboratory of the rockies nlr
3	understanding the total cost of ownership
3	total cost of ownership tco in
3	total cost of ownership tco for
3	the total cost of ownership of
3	total cost of ownership definition and
3	ceo s guide to financial readiness
3	s guide to financial readiness in
3	guide to financial readiness in your
3	to financial readiness in your startup
3	financial readiness in your startup lab
2	repair help learn how to fix
2	how to build a home tissue
2	to build a home tissue culture
2	build a home tissue culture laboratory
2	lower bucks hospital s laboratory department
2	bucks hospital s laboratory department donates
2	hospital s laboratory department donates cutting
2	putting to good use old lab
2	to good use old lab equipment
2	good use old lab equipment goes
2	use old lab equipment goes to

7-grams

4	what is total cost of ownership tco
3	ceo s guide to financial readiness in
3	s guide to financial readiness in your
3	guide to financial readiness in your startup
3	to financial readiness in your startup lab
2	how to build a home tissue culture
2	to build a home tissue culture laboratory
2	lower bucks hospital s laboratory department donates
2	bucks hospital s laboratory department donates cutting
2	putting to good use old lab equipment
2	to good use old lab equipment goes
2	good use old lab equipment goes to
2	use old lab equipment goes to new
2	old lab equipment goes to new science
2	community engagement and analysis san francisco fed
2	policy analysis financing for sustainable development office
2	cost of community services analysis georgia tech
2	of community services analysis georgia tech cedr
2	analytical strategies from early development to validation
2	design and analysis of the community youth
2	and analysis of the community youth development
2	carbon direct releases new analysis of community
2	sedqual analytical tool development support for the
2	analytical tool development support for the analysis
2	how to complete a situational analysis for