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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
according to customer preference
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "according to customer preference" is correct and usable in written English.
You can use it when discussing decisions, actions, or products that are tailored to what customers want or prefer. Example: "We will adjust our product offerings according to customer preference to ensure higher satisfaction."
✓ Grammatically correct
Science
News & Media
Formal & Business
Alternative expressions(1)
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Human-verified similar examples from authoritative sources
Similar Expressions
60 human-written examples
A prototype that adapts the web site presentation according to customer preferences has been developed and evaluated.
For example, Intuit might offer to screen commercial Internet messages, weeding out "junk" E-mail while reordering the remaining messages according to customers' evolving preferences.
News & Media
This will differ according to customer needs.
Science
Unlike other controllable loads, PEVs can be connected with the distribution system anytime and anywhere according to the customers' preference.
The application includes a series of lifestyle questions, such as "How price conscious are you?"; "How much do you read?"; and "How tech savvy are you?" After the customer completes questionnaire, the system recommends five devices and ranks them according to the customer's preferences.
News & Media
Sixty-one percent of owners (17/28) attributed the practice of dispensing antibiotics without doctor's advice to customer preference.
According to the customer-to-customer literature, other customers are a prominent influence factor of service perception.
A few months earlier, the company entered into a similar partnership with Mattel wherein the toy company would sell its products in China via Alibaba's platform and get access to data in order to customize toys according to the preferences of Chinese customers.
News & Media
Subscription boxes are the perfect solution to indecisiveness and regret as they curate products according to a customer's personal preferences, simplifying the process, and letting personalization become the center of the retailer-customer relationship in a way that encourages extreme loyalty.
News & Media
Style it according to your preference.
Wiki
Change gender pronouns according to their preference.
Wiki
Expert writing Tips
Best practice
Ensure clarity by specifying whose preference you are referring to, especially when dealing with multiple customer segments, as in "according to the preferences of younger customers".
Common error
Avoid assuming that a single preference applies to all customers. Instead, acknowledge that customer preferences may vary and use specific data or segmentation to support your claims.
Source & Trust
78%
Authority and reliability
4.1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "according to customer preference" functions as a prepositional phrase that modifies a verb or noun. It indicates that a particular action, decision, or attribute is determined by or aligned with the customer's desires or inclinations. Ludwig confirms its usability.
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Ludwig's WRAP-UP
The phrase "according to customer preference" is a grammatically sound and readily understandable way to express that something is tailored to align with customer's specific needs, tastes, or desires. As shown by Ludwig, it is perfectly usable in written English. While the phrase itself is straightforward, it is crucial to consider that overgeneralizing customer preferences can lead to inaccuracies. When using this phrase, make sure to support claims with specific data and be mindful of segmenting customer preferences to enhance clarity and precision. Consider alternatives such as "based on customer's preferences" or "tailored to customer preference" for variety.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
based on customer's preferences
Changes preposition from "according to" to "based on", emphasizing the foundation of the action.
in line with customer preferences
Replaces "according to" with "in line with", suggesting alignment or conformity to customer's desires.
tailored to customer preference
Uses "tailored to" to highlight the customization aspect based on customer's inclinations.
customized per customer preference
Emphasizes individual customization for each customer's specific wants.
as per customer's liking
Uses the idiomatic phrase "as per" to indicate compliance with customer desires.
following customer's guidelines
Shifts the focus to adhering to specified guidelines provided by the customer.
to suit customer's tastes
Focuses on satisfying customer's individual tastes or preferences.
geared toward customer preferences
Suggests that something is specifically designed or oriented to match customer desires.
in accordance with customer's wishes
Uses formal language to express compliance with customer's desires or requests.
adapted to customer's needs
Highlights how something has been changed or modified to meet customer's particular needs.
FAQs
How can I use "according to customer preference" in a sentence?
You can use "according to customer preference" to describe actions or decisions that are based on what customers want. For example, "We customize our services "according to customer preference" to ensure satisfaction."
What can I say instead of "according to customer preference"?
You can use alternatives like "based on customer's preferences", "in line with customer preferences", or "tailored to customer preference depending on the context.
What is the difference between "according to customer preference" and "based on customer feedback"?
"According to customer preference" refers to proactively tailoring offerings to match customer's inclinations, whereas "based on customer feedback" implies reacting to feedback already received from customers. The former anticipates, the latter responds.
Is it redundant to say "according to customer's personal preference"?
Yes, adding "personal" is often redundant since preference inherently implies a personal choice. It's generally clearer to simply say ""according to customer preference"".
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Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
78%
Authority and reliability
4.1/5
Expert rating
Real-world application tested