Used and loved by millions
Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com
compelling survey
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "compelling survey" is correct and usable in written English.
It can be used to describe a survey that is engaging, interesting, or persuasive in its findings or presentation. Example: "The researchers conducted a compelling survey that revealed surprising insights about consumer behavior."
✓ Grammatically correct
News & Media
Science
Formal & Business
Alternative expressions(4)
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Human-verified examples from authoritative sources
Exact Expressions
3 human-written examples
That's Mr. Halper's argument, and he substantiates it with a compelling survey of China's emerging relations all over the world.
News & Media
In Lucinda Williams' case, her new double-album may be the best work of her career, a compelling survey of love and life to challenge the bitter insights of West and World without Tears.
News & Media
Mike is the magic glue that holds together "Mike's World: Michael Smith & Joshua White (and other collaborators)," a terrifically entertaining and philosophically compelling survey, at the Institute of Contemporary Art here, of Mr. Smith's 30-year career as a performance artist, video maker and installation artist.
News & Media
Human-verified similar examples from authoritative sources
Similar Expressions
57 human-written examples
I discuss four "markers" of causality theoretical coherence, empirical covariation, temporal/physical separation, and internal validity and how the researcher can lever these to suggest compelling survey-based inferences.
The scientific consensus is no less compelling: a recent survey of scientific papers on the subject showed that 97percentt affirmed man-made climate change.
News & Media
We had time to develop a compelling interpretation of our survey data and a consensus for change based on many different perspectives among our "reviewers" and our community.
Science & Research
The results of the survey provide compelling evidence showing that there is a significant difference in quality of life and perceived livelihoods among private, public, and NGO-employed health-care providers in Haiti before the after the January 2010 earthquake and the humanitarian response that followed.
The Violence against Children survey provides compelling evidence regarding why the focus of the National Costed Plan of Action must reflect priorities for child protection.
Formal & Business
Our survey provides compelling evidence that sFlt-1 and PlGF levels are associated with measures of pulmonary vascular disease and that these growth factors may be potential biomarkers for scleroderma PH.
We see little compelling evidence in our survey results to support the existence of a societal preference for rarity in itself, a finding that supports the view that treatments for rare disease should not be exempt from standard considerations of cost effectiveness.
Science
Although self-controls are a weak design in therapeutic research, when used with caution, they can present compelling inferences in epidemiological surveys.
Science
Expert writing Tips
Best practice
When describing a survey, ensure the adjective genuinely reflects its impact; use "compelling" when the survey presents particularly convincing or noteworthy findings.
Common error
Avoid using "compelling" simply as a synonym for "interesting" or "good". Reserve it for surveys that present particularly convincing, persuasive, or irresistible evidence.
Source & Trust
87%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "compelling survey" functions as an adjective-noun combination. The adjective "compelling" modifies the noun "survey", indicating that the survey is particularly convincing or persuasive. Ludwig AI confirms its proper usage across various contexts.
Frequent in
News & Media
33%
Science
33%
Formal & Business
33%
Less common in
Encyclopedias
0%
Wiki
0%
Reference
0%
Ludwig's WRAP-UP
The phrase "compelling survey" is a useful way to describe a survey that presents particularly convincing or persuasive information. Ludwig AI confirms that it is grammatically correct and usable in various contexts, although its frequency is rare. It's most commonly found in news, science, and formal business settings. When using this phrase, ensure that the survey genuinely presents noteworthy and convincing findings. While the related phrases and examples provided offer variations, be sure that "compelling" accurately reflects the survey's impact and persuasiveness.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
persuasive survey
Focuses on the survey's ability to convince the audience.
convincing study
Shifts the focus to a study that yields convincing results.
influential poll
Highlights the poll's power to affect opinions or actions.
authoritative research
Emphasizes the credibility and expertise behind the research.
significant findings
Highlights that the results are important and noteworthy.
strong evidence
Focuses on the robustness and reliability of the supporting data.
cogent analysis
Emphasizes the clarity and logical coherence of the analysis.
definitive results
Highlights that the results are conclusive and leave little room for doubt.
powerful investigation
Shifts focus to the strength and impact of the investigation.
impressive data
Highlights that the data is notably excellent or remarkable.
FAQs
How can I use "compelling survey" in a sentence?
You can use "compelling survey" to describe a survey that presents convincing or persuasive information. For example, "The data from the "compelling survey" provided strong support for the new policy."
What are some alternatives to "compelling survey"?
Alternatives to "compelling survey" include "persuasive survey", "convincing study", or "influential poll" depending on the context.
What makes a survey "compelling"?
A "compelling" survey typically presents data or findings that are highly convincing, persuasive, and difficult to ignore. It often challenges existing assumptions or reveals new insights.
Is "compelling survey" a formal or informal expression?
"Compelling survey" can be used in both formal and informal contexts, although it is more common in academic, professional, and journalistic writing.
Editing plus AI, all in one place.
Stop switching between tools. Your AI writing partner for everything—polishing proposals, crafting emails, finding the right tone.
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
87%
Authority and reliability
4.5/5
Expert rating
Real-world application tested