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
based on their preference
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "based on their preference" is correct and usable in written English.
It can be used when discussing decisions, choices, or actions that are influenced by individual likes or dislikes. Example: "The menu will be tailored based on their preference to ensure everyone enjoys the meal."
✓ Grammatically correct
Science
News & Media
Academia
Alternative expressions(19)
according to their preference
in accordance with their wishes
subject to their approval
at their discretion
as they see fit
based on their orientation
based on their choice
based on their priority
based on their ninja
based on their success
based on their lack
based on their experience
based on their race
based on their position
based on their year
based on their history
based on their post-mortem
based on their information
based on their choices
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
24 human-written examples
Students can apply to a dozen schools but are matched to just one based on their preference and the ranking of applicants by the schools.
News & Media
Based on their preference, participants use either a web-based or Short Message Service (SMS) to report their weight at least monthly; based on their reported weight, they receive immediate automated feedback as to their color zone for the week (see color zone descriptions below) and are instructed to practice either reinforcing their own success or taking the corrective appropriate action.
Science
We first categorized preschoolers' orientations toward "learning" or "performance" goals based on their preference for a challenging or nonchallenging task.
Academia
Upon completing the tasks on all four platforms, the participants completed a final post-test subjective questionnaire ranking the platforms based on their preference.
Science
It is important that a design methodology allows designers to design based on their preference with a traceable framework, with some level of cognition capturing in a structured manner and linked to computer-aided design (CAD).
Members can choose to change that setting based on their preference.
News & Media
Human-verified similar examples from authoritative sources
Similar Expressions
36 human-written examples
According to Mason, the personalization system will give a user one deal a day based on their preferences, their purchase history and their profile.
News & Media
Mobile music recommendation service 1Day 1Song introduces one new song each day to users based on their preferences.
News & Media
Similarly, recommendation-based systems in which users are provided directed content based on their preferences could be efficiently built using graph databases.
Science
She then matches them based on their preferences.
News & Media
Economists assume that people make choices based on their preferences and their budget constraints.
Academia
Expert writing Tips
Best practice
When using "based on their preference", ensure the subject's preference is clearly defined to avoid ambiguity. For instance, specify what aspect of the decision is influenced by their preference.
Common error
Avoid assuming that preferences are static. People's preferences can change over time, so it's important to gather current preferences before making decisions.
Source & Trust
87%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "based on their preference" functions as a prepositional phrase, modifying a verb or noun to indicate the reason or rationale behind a decision, action, or arrangement. Ludwig AI confirms its correct usage across diverse contexts.
Frequent in
Science
40%
News & Media
32%
Academia
12%
Less common in
Formal & Business
8%
Wiki
4%
Encyclopedias
4%
Ludwig's WRAP-UP
In summary, the phrase "based on their preference" is a grammatically correct and commonly used prepositional phrase that signifies a choice or action influenced by individual tastes. As Ludwig AI confirms, its use spans various domains, including science, news, and academia, indicating its versatility. When using this phrase, ensure that the preferences are clearly defined to prevent ambiguity. While frequently employed, consider alternatives like "according to their choice" or "depending on their liking" to add variety to your writing.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
according to their choice
Emphasizes the act of choosing rather than the underlying reason for the choice.
depending on their liking
Highlights the aspect of enjoyment or fondness as the basis for the decision.
as per their inclination
Focuses on a natural tendency or urge influencing the decision.
guided by their taste
Specifically refers to aesthetic or personal standards influencing the choice.
driven by their desires
Highlights the strong emotional pull influencing the decision.
following their predilection
Implies a pre-existing bias or favor towards something.
in accordance with their wishes
Emphasizes the fulfillment of a desire or request.
subject to their approval
Highlights the need for consent or agreement.
at their discretion
Emphasizes the freedom to decide or choose.
as they see fit
Highlights the individual's judgment and suitability in making the decision.
FAQs
How can I use "based on their preference" in a sentence?
You can use "based on their preference" to describe choices or decisions influenced by personal liking. For example, "The menu will be tailored "based on their preference" to ensure everyone enjoys the meal."
What are some alternatives to saying "based on their preference"?
Alternatives include "according to their choice", "depending on their liking", or "as per their inclination", depending on the specific nuance you want to convey.
Is there a difference between "based on their preference" and "according to their preference"?
While similar, "based on their preference" emphasizes the reason why a decision was made, while "according to their preference" focuses more on compliance with their wishes.
In what contexts is "based on their preference" most appropriate?
"Based on their preference" is appropriate in various contexts, from tailoring experiences to designing products. It is generally suitable when individual tastes influence the outcome.
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