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
personalized recommendations
Grammar usage guide and real-world examplesUSAGE SUMMARY
"personalized recommendations" is a correct and usable phrase in written English.
You can use it when you want to express that someone (or something) is offering customized or individualized advice or guidance. For example, "Our online store provides customers with personalized recommendations based on their browsing history."
✓ Grammatically correct
Science
News & Media
Academia
Formal & Business
Wiki
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
60 human-written examples
Recommender systems provide personalized recommendations on products or services to user.
Mint will recommend ways to save money, personalized recommendations.
News & Media
Therefore, recommender systems can benefit learners by providing personalized recommendations on which learning objects to focus on next.
Fig. 9 Bow tie membership over N. Using all personalized recommendations (pure) leads to lower discoverability than using an approach combining personalized and non-personalized recommendations.
Getting those personalized recommendations right can mean significantly higher sales.
News & Media
Google will scan them all and offer personalized recommendations.
News & Media
The site would also make personalized recommendations for users, based on their sharing habits.
News & Media
Personalized recommendations of clothing, of course, are driven by machine learning.
News & Media
Magic Recs promises to deliver "instant, personalized recommendations for users and content via direct message".
News & Media
The app then sends well-timed and personalized recommendations for entertainment and dining.
News & Media
Personalized recommendations and a solid science background are crucial, say Ruth Gotian and Ushma S. Neill.
Science & Research
Expert writing Tips
Best practice
In technical documentation, specify the algorithms or data used to generate "personalized recommendations" for transparency.
Common error
Avoid making unsubstantiated claims about the accuracy or relevance of "personalized recommendations". Ensure that the data and algorithms used genuinely reflect individual preferences.
Source & Trust
81%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "personalized recommendations" typically functions as a noun phrase, acting as the subject or object of a sentence. Ludwig's examples show its wide applicability in describing tailored suggestions. According to Ludwig AI, the phrase is correct and usable in written English.
Frequent in
News & Media
45%
Science
35%
Academia
10%
Less common in
Formal & Business
5%
Wiki
5%
Reference
0%
Ludwig's WRAP-UP
In summary, "personalized recommendations" is a grammatically sound and widely used phrase, particularly in the realms of science, news media, and academia. Ludwig AI confirms its correctness and usability. The phrase effectively communicates the concept of tailored suggestions, with alternatives like "customized suggestions" and "tailored advice" offering similar meanings. Common usage involves describing enhanced user experiences or improved sales strategies. When using this phrase, it's crucial to ensure that personalization claims are backed by accurate data and algorithms. The frequency of the phrase is high, with notable presence in Forbes, TechCrunch, and The New York Times.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
Customized suggestions
Focuses on the act of tailoring suggestions, emphasizing the adaptation to specific needs.
Tailored advice
Highlights the advisory aspect, indicating that the advice is specifically adjusted to the individual.
Individualized recommendations
Emphasizes the unique and specific nature of the recommendations.
Personalized guidance
Focuses on the element of direction and support that is adapted to the individual.
Custom-fit recommendations
Implies a perfect match between the recommendation and the individual's requirements.
Bespoke recommendations
Uses a more formal term to suggest high levels of customization and exclusivity.
Recommendations adapted to your needs
Explicitly states that the recommendations are modified to fit the individual's needs.
Recommendations catered to you
Emphasizes that the recommendations are specifically designed to please the individual.
Recommendations tailored for you
Highlights the act of modifying recommendations for a specific recipient.
Recommendations specific to your profile
Indicates that recommendations are based on detailed information of the user.
FAQs
How can I effectively use "personalized recommendations" in a sentence?
Use "personalized recommendations" to describe suggestions tailored to individual preferences, such as, "The app offers "personalized recommendations" based on your past activity."
What are some alternatives to saying "personalized recommendations"?
You can use alternatives like "customized suggestions", "tailored advice", or "individualized recommendations" depending on the context.
What makes "personalized recommendations" different from generic recommendations?
"Personalized recommendations" are tailored to an individual's unique preferences and behaviors, while generic recommendations are general suggestions not based on specific user data.
In what contexts are "personalized recommendations" most commonly used?
"Personalized recommendations" are frequently used in e-commerce, entertainment (like streaming services), and education to enhance user experience and engagement.
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
81%
Authority and reliability
4.5/5
Expert rating
Real-world application tested