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Scientific Instruments

Government Lab Officer

Top Subreddits
Dominant · Search Engine Appearances ρ=-0.833

AI recommendation signal analysis across 120 domains for the Government Lab Officer persona in Scientific Instruments.

120Domains Tracked
4.7MReddit Posts
41KWikipedia Articles
847KOpen Web Matches
Government Lab Officer_persona.report
SubredditScore
askscience
89.4
Drugs
81.3
labrats
80.3
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

Persona view: this page is scoped to this persona's queries alone.
Use Case

Find your communities

Reddit is twenty years of unfiltered customer conversation, and a major LLM training source. These are the subreddits where this segment's topics get discussed and its brands get mentioned. Use them to pick the communities worth monitoring, joining, and earning a presence in.

How It's Calculated

Where the numbers come from

We scan every public Reddit comment and submission from 2005 through mid-2026 for this segment's topic phrases and brand hostnames. Topic Score weights every phrase match by that phrase's importance score for the segment, so core vocabulary counts for more than generic terms; raw match and mention counts are shown alongside. Comments and submissions stay separate on purpose: a community that discusses is different from one that shares links. Bot feeds, spam farms, and user-profile pages are filtered out as noise.

Overview

What's on this page

Top-subreddit charts and full tables for comments and submissions, sortable by topic matches or brand mentions, plus segment activity totals.

Segment Totals

Reddit activity at a glance

Total Reddit activity touching Government Lab Officer, 2005 through mid-2026. Posts, communities, and authors are distinct counts; average score is upvote score per matched post.

Comments

3.7M
Posts Touched
67K
Subreddits
1.6M
Authors
7.1
Avg Score per Post

Submissions

946K
Posts Touched
109K
Subreddits
328K
Authors
93%
Avg Upvote Ratio
Reddit Submissions

Top subreddits by submissions

Where Government Lab Officer's topics and brands show up in link and text posts. Topic Score is term-weighted relevance: every phrase match counts in proportion to that phrase's importance for this segment, so a community using the segment's core vocabulary outranks one that merely repeats its generic words (raw match counts stay in the table). Brand Mentions counts the segment's domains. Blended merges the two on a log scale (brand mentions weighted higher, 0 to 100) to surface communities strong on both. Bars link to the subreddit.


SubredditReachBlendedTopic ScoreTopic MatchesBrand MentionsActivity Score
ketoscienceNiche90.87332496,177115,797
ScholarNiche88.43774007,35314,884
NootropicsNiche81.86411910,961243,913
Reddit Comments

Top subreddits by comments

Where Government Lab Officer's topics and brands show up in discussion inside comment threads. Topic Score is term-weighted relevance: every phrase match counts in proportion to that phrase's importance for this segment, so a community using the segment's core vocabulary outranks one that merely repeats its generic words (raw match counts stay in the table). Brand Mentions counts the segment's domains. Blended merges the two on a log scale (brand mentions weighted higher, 0 to 100) to surface communities strong on both. Bars link to the subreddit.


SubredditReachBlendedTopic ScoreTopic MatchesBrand MentionsActivity Score
askscienceNiche89.45,5732,53623,260912,269
DrugsNiche81.32,6033,5129,29934,514
labratsNiche80.35,8993,9584,23963,135