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
according to customer needs
Grammar usage guide and real-world examplesUSAGE SUMMARY
'according to customer needs' is a valid phrase in written English.
You can use it when you are referring to something that is tailored to match a customer's desires. For example, "The product is fully customizable according to customer needs."
✓ Grammatically correct
Science
News & Media
Formal & Business
Wiki
Alternative expressions(20)
tailored to customer needs
in line with customer needs
based on customer needs
customized for customer needs
aligned with customer requirements
as per customer needs
driven by customer needs
according to patient needs
regarding to customer needs
according to business needs
according to customer requirements
according to customers needs
according to its needs
in accordance with customer needs
according to user needs
according to clients
by the individual patient
based on your customer
based on customer preferences
customer-centric
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
We propose a novel quality management approach that is based on human factors engineering to manage e-commerce service quality and operate according to customer needs.
The process floundered until the search committee narrowed its focus to three qualities: experience in segmenting markets according to customer needs; the talent to grow the business organically; and a track record of building strong executive teams.
News & Media
This will differ according to customer needs.
Science
Some of the finished products in production centers shipped to distribution centers are stored, and the rest are shipped to customer zones according to customer needs.
Human-verified similar examples from authoritative sources
Similar Expressions
56 human-written examples
In order to improve an Internet business system according to customers' needs continuously, reuse of design results is of particular importance.
Acme's myriad products could each be configured in numerous ways, according to customers' needs, and the company published list prices for every possible configuration.
News & Media
One company's criteria included experience in segmenting markets according to customers' needs, and a track record of building strong executive teams.
News & Media
"Adopted strategy and base cloud architecture" section shows the proposed approach for ranking cloud infrastructures according to customers needs, and details the base cloud architecture adopted by this paper.
Science
Cloud computing uses virtualization paradigm to share physical machines, creating and migrating virtual machines according to customers' need.
Customization is planned to increase the value of an item since a customised product is well defined according to customer's needs.
But HP speakers returned to accentuating the positive, specifically with high hopes for their adaptive enterprise strategy, a bundle of products and services geared as modules that can be shifted according to customers' changing needs.
News & Media
Expert writing Tips
Best practice
When describing product development, use "according to customer needs" to emphasize that features are directly driven by customer feedback and preferences.
Common error
Be precise in defining customer "needs". Ensure they represent fundamental requirements rather than simply desired features or transient preferences, which could lead to ineffective product development.
Source & Trust
77%
Authority and reliability
4.2/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "according to customer needs" functions as a prepositional phrase modifying a verb or noun. It specifies that an action, design, or plan is carried out in direct response to the requirements of customers. As shown in Ludwig, it's often used to describe tailoring services or products.
Frequent in
Science
40%
News & Media
30%
Formal & Business
20%
Less common in
Wiki
10%
Academia
0%
Encyclopedias
0%
Ludwig's WRAP-UP
In summary, "according to customer needs" is a grammatically correct and frequently used phrase across various professional fields. It functions as a prepositional phrase to explain that something is done in response to customer demands. Ludwig AI confirms its validity and utility. While it's versatile, being mindful of alternatives like ""tailored to customer needs"" or ""based on customer needs"" can enhance precision. Remember to ensure that you're addressing genuine customer "needs" rather than just fleeting preferences. Ultimately, the phrase underscores a customer-centric approach, emphasizing responsiveness and adaptation to customer expectations.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
tailored to customer needs
Focuses on the customization aspect, where something is specifically designed to fit customer requirements.
customized for customer needs
Strongly emphasizes the adaptation and modification to specifically fit what the customer requires.
in line with customer needs
Emphasizes alignment and agreement with customer requirements.
aligned with customer requirements
Focuses on the similarity in objectives between customer's expectations and what is delivered.
as per customer needs
A more formal alternative, indicating that something is done following customer's specifications.
based on customer needs
Highlights the foundation of something being built upon customer's needs.
to meet customer needs
Focuses on the action of fulfilling or satisfying customer requirements.
driven by customer needs
Emphasizes that customer needs are the motivating force behind an action or decision.
in response to customer needs
Highlights that something is being done as a direct reaction to what customers need.
attuned to customer needs
Highlights sensitivity and awareness of what customers require.
FAQs
How can I rephrase "according to customer needs" for variety?
You can use alternatives like "tailored to customer needs", "in line with customer needs", or "based on customer needs" to add nuance depending on the specific context.
Is it better to say "according to customer needs" or "based on customer needs"?
Both phrases are grammatically correct, but ""based on customer needs"" emphasizes the foundation upon which something is built, while "according to customer needs" simply indicates alignment or conformity.
When is it appropriate to use "according to customer needs" in business writing?
Use "according to customer needs" when explaining how a product, service, or strategy is adapted or designed to specifically meet the stated requirements and expectations of the customer base. Always prioritize factual needs, not just wants.
What is the difference between "according to customer needs" and "customer-centric"?
"According to customer needs" describes a specific action or design choice made in response to customer requirements. "Customer-centric" is a broader philosophy that places the customer at the center of all business operations and decisions.
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
77%
Authority and reliability
4.2/5
Expert rating
Real-world application tested