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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com
based on customer preferences
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "based on customer preferences" is correct and usable in written English.
You can use it when discussing decisions, products, or services that are influenced by what customers like or want. Example: "Our new product line was developed based on customer preferences to ensure it meets their needs."
✓ Grammatically correct
Science
News & Media
Wiki
Alternative expressions(11)
in accordance with customer preferences
in line with customer preferences
customer-centric
based on customer needs
according to the customer requirements
in accordance with customer specifications
according to the customer needs
according to clients requirements
based on your customer
according to customer needs
based on your needs
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
4 human-written examples
The paper brings important contributions in customized products design based on customer preferences.
Science
Intelligent evaluation agent has been the most recent attempt toward automated supplier bid selection based on customer preferences.
The part of the reason is that online shopping can recommend related products based on customer preferences and improve the shopper's desire to purchase, while the physical store can not do in-depth analysis of shopping data.
Evaluate whether the site provides all the necessary details on shipping details and additional taxes if applicable Check whether the site gives suggestions based on customer preferences.
Wiki
Human-verified similar examples from authoritative sources
Similar Expressions
56 human-written examples
Zavers, Google says, can also help manufacturers prevent fraud and its "powerful targeting tools" based on "customer preference and shopping habits" can help them ensure that their coupons reach the right audience.
News & Media
In this method a designing system based on customer's preference and market demand is devised which progressively connects with users and gather feedbacks and perform acceptable results to users.
Science
Neolane sells a centralized system that helps marketers and business owners track and manage marketing activity data from all across the board, thus enabling them to generate targeted messaging and relevant offers based on customer behavior and preferences.
News & Media
"Hidetsugu Ueno is a master bartender," says Chang of the owner, who improvises drinks based on customers' spirit preferences.
News & Media
We account for customer segmentation based on customer characteristics.
Science
Coffee offering based on customer mix.
Science
Value can also be increased by adding services and features that are based on customer needs.
Expert writing Tips
Best practice
When designing products or services, explicitly state that features are "based on customer preferences" to highlight your commitment to meeting their needs.
Common error
Avoid assuming all customers have the same preferences. Specify which customer segment's preferences are being addressed to prevent misinterpretations.
Source & Trust
81%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "based on customer preferences" functions as a prepositional phrase modifying a noun or verb. Ludwig examples showcase it describing how designs, recommendations, or decisions are influenced by customer desires. Ludwig AI indicates it is suitable for written English.
Frequent in
Science
38%
News & Media
38%
Wiki
13%
Less common in
Formal & Business
6%
Reference
0%
Encyclopedias
0%
Ludwig's WRAP-UP
In summary, "based on customer preferences" is a versatile prepositional phrase used to indicate that something is designed, chosen, or modified to align with customer tastes. Ludwig AI confirms its validity and indicates it's suitable for written English. It's most frequently found in scientific and media contexts, reflecting its applicability in explaining customer-centric approaches. When using this phrase, ensure that the specific customer segment is clear to avoid overgeneralization. Consider alternatives like "according to customer preferences" or ""tailored to customer preferences"" for nuanced expression. The phrase enjoys support from authoritative sources like TechCrunch and The New York Times, reinforcing its widespread use and acceptance.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
according to customer preferences
Uses "according to" instead of "based on", changing the prepositional structure while retaining the core meaning.
in line with customer preferences
Replaces "based on" with "in line with", suggesting alignment with customer desires.
tailored to customer preferences
Emphasizes the act of tailoring or customizing, highlighting adaptation to customer needs.
customized for customer preferences
Similar to 'tailored', but uses 'customized' to underscore the specific adjustments made.
driven by customer preferences
Suggests that customer preferences are the driving force or motivation behind a decision or product.
guided by customer preferences
Indicates that customer preferences provide direction or guidance.
reflective of customer preferences
Emphasizes that the outcome mirrors or reflects what customers desire.
informed by customer preferences
Highlights that customer preferences provide the information or insight used in decision-making.
customer-centric
A more concise, adjective-based way to express the same idea, focusing on the customer.
customer-oriented
Similar to 'customer-centric', this describes an approach focused on the customer's needs and preferences.
FAQs
How can I rephrase "based on customer preferences" to sound more formal?
For a more formal tone, consider using phrases like "in accordance with customer preferences" or "consistent with customer preferences".
What's a simpler way to say "based on customer preferences"?
Simpler alternatives include "according to customer preferences" or "following customer preferences".
Is it correct to say "based off customer preferences"?
While "based off" is sometimes used informally, "based on customer preferences" is generally considered more grammatically correct in formal writing.
What does it mean when something is "based on customer preferences"?
It means that the design, features, or decisions related to a product or service are directly influenced by what customers like or want. For example, features can be "tailored to customer preferences" to meet their needs.
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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
81%
Authority and reliability
4.5/5
Expert rating
Real-world application tested