February 26, 2025

Expert AI Personalization Tips to Refine Review Responses

Expert AI Personalization Tips to Refine Review Responses

From improving customer retention to boosting your SEO, there are numerous ways that businesses benefit from responding to customer reviews. With the recent explosion of AI tools for businesses, such as ChatGPT and Copilot, more and more businesses are now turning to AI to generate review responses.

With AI tools, businesses can respond quickly, courteously, and professionally to a large volume of online reviews. Still, AI-driven services have a bad reputation due to their rocky start, high expectations, and poor handling.

Older versions of AI-powered tools had some drawbacks, such as failing to create on-brand review responses and dealing with complex or mixed reviews. AI algorithms also failed to produce output that wasn’t bland, repetitive, or even correct.

However, thanks to the continuous daily work to improve AI-powered tech, the situation is now far better!

Different types of tools, add-ons, services and software now even have special AI-powered personalization features. This technology has come a long way in a short time, and people can now use it to automate dozens of tasks.

But, many professionals still make this one mistake of thinking humans are replaceable by AI.

AI is far from perfect, and (to varying degrees) humans are as well—but unlike AI, humans can take accountability for their actions and apply logic with more success.

The good news is that you can provide high-quality responses to your customers — without sacrificing speed or the level of detail.

When it comes to review replies, the best outcome comes from combining the speed of AI personalization tools, and fact-checking capabilities of an actual human employee.

In this guide, we’ll explore some of the best strategies for creating good review responses with AI, what kind of human intervention is needed for perfect AI personalization, and how to use review response templates for all review types, even ambiguous ones.

5 key elements of all review responses

Whether you're writing original content, using AI to help you generate text, or modeling your reply on a pre-written template, there are certain elements that you should always try to include in your review responses.

Before we discuss the topic, we need to identify the universal markers of a good review response.

1. Gratitude for the customer’s feedback 

Showing gratitude by responding quickly and friendly to a review either builds on the reviewer’s positive experience or helps improve a poor or underwhelming exchange, thereby enhancing customer engagement.

Either way, thanking for the review helps establish customer loyalty and shows you’re an attentive and thoughtful business owner.

For example, you can use phrases like:

  • “Thank you for taking the time to leave us a comment, [ Customer Name ]!”
  • “Thank you so much for your kind words, [ Customer Name ].”
  • “Thanks for taking the time to leave us feedback about your experience at [ Business Name ].”

Learn more about ways to thank customers for a positive review.

2. Elements of personalization 

Whether you’re responding to positive, neutral, or negative reviews, personalization is essential.

Salesforce lists “proactive, personalized service” as one of the must-watch customer service trends of 2024 and suggests “responding to customers with personalized, relevant answers” on review sites and social media.

Personalizing responses to customer reviews shows that you genuinely care about your customers’ well-being, not just about maintaining an image. Personalized interactions in your responses make customers feel heard and valued, which boosts loyalty and encourages them to return.

Plus, when potential customers see authentic, personalized replies, they’re more likely to trust your business and feel confident choosing you over the competition.

Here are a few examples of personalization in response to a review:

  • “Your positive feedback about our new and improved cocktail menu means so much to our bartending team!”
  • “We take pride in providing some of the best beachside dining that Miami has to offer.”
  • “Thank you for leaving us such a great rating after your recent visit to our [ Town or City ] location, [ Customer Name ]!”

Stay tuned: we’ll get back to the intricacies of AI personalization later!

3. A sincere apology, if needed

When the customer experience is mixed or negative, it’s important to use customer sentiment analysis to offer a brief but sincere apology and address the issues.

The customer isn’t always right, just between us. However, arguing and being defensive can only harm your reputation. It’s better to stay level-headed and apologize for the inconvenience anyway.

Here are a few examples of ways to phrase an apology to a customer after receiving a bad review or rating:

  • “We’re deeply sorry to hear about your negative experience, which doesn’t reflect the high standards we always strive to meet for our customers.”
  • “We truly apologize for the misunderstanding and any inconvenience that you experienced as a result.”
  • “We’re so sorry to hear about this issue, [ Customer Name ].”
  • “Please accept our sincere apologies for the issue involving your [ order, meal, payment, appointment, subscription, vehicle, etc. ].”

4. Emphasis on customer satisfaction 

Each time you reply to a review, you can promote your brand for free by educating new and potential customers about your brand’s best qualities.

Highlight what sets your brand apart and weave these qualities naturally into your responses—whether it’s top-notch customer service, high-quality products, a commitment to innovation, or a deep understanding of customer behavior.

Here are some ways to show that customer satisfaction is your organization’s top priority in your response to a negative or positive review:

  • For a negative review response:
  • “At [ Business Name ], we’re committed to ensuring that all of our customers receive a 5-star experience.”
  • “Please be assured that our team is here to get your [ maintenance request, subscription issue, concerns about noise, etc. ] resolved as swiftly as possible.”
  • “Our goal is to make sure that all of our guests enjoy a comfortable and peaceful stay.”
  • For positive review responses:
  • “We can’t wait to provide another great experience at your next visit!”
  • “It was our pleasure to provide you with the high-quality service that [ Business Name ] is known for.”
  • “We were so delighted to read your kind words about how easy and stress-free [ Staff Member ] made the [ rental, check-in, check-out, application, etc. ] process. Providing a great customer experience is our highest mission!”

5. Encouragement to return or reach out 

Keep the conversation going with a friendly sign-off encouraging the customer to reach out or return.

Here's how to close out your response with an invitation to follow up:

  • "We hope to hear more from you soon!"
  • "We hope we'll have another opportunity to serve you!"
  • "We're always here to help if you ever have questions or need assistance, so please don't hesitate to contact our customer support team!"
  • "Please don't hesitate to contact us at [ phone number or email address ] if you need further assistance or would like to share any additional feedback with our team."

Using AI-driven personalization vs. response templates to respond to positive reviews

You don’t have to write your responses from scratch when you reply to customer feedback.

Modifying existing text, especially when leveraging customer data, is typically faster, easier, and more efficient. There are two ways to implement this approach:

  1. Writing and editing AI-generated review responses
  2. Editing review response templates

How to write, edit and improve AI responses to reviews using customer sentiment analysis

Even if you don’t plan on using AI to generate your review responses, it can still be a useful tool for creating “rough draft” content using natural language processing.

For example, you can use ChatGPT to create a generic positive review response and then improve on its content by adding details specific to the review.

ChatGPT screenshot

This method allows you to avoid repetitive phrasing, one of the primary drawbacks of using AI to respond to positive reviews. It also enables you to incorporate keywords and branded language into your responses, which helps search engines—and potential customers—find your business more easily.

Let’s examine two examples of how to revise and improve a typical ChatGPT-generated response to positive customer feedback.

Positive review response example

First, we must provide ChatGPT with a relevant prompt, which can be formatted as a statement or a question. 

For this example, let's ask ChatGPT a question: "What is a good response to a positive customer review?" 

ChatGPT screenshot with positive review response prompt

We can also phrase our prompt as a statement instead of a question — for instance, “Generate a positive review response example” — which yields similar results: 

ChatGPT screenshot with another positive review response prompt

We now have two AI responses to work with. Both sound enthusiastic and express gratitude, but they lack personalization. This will become even more apparent when there are many positive responses to reply to, and ChatGPT will likely create very similar output.

Implementing AI personalization will do the trick; with the right prompt, positive review replies sound much better.

When creating a ChatGPT prompt, be specific, like this:

"Create a response for a positive review that praised the hotel room service and how pool staff handled the kids, and invite their family to visit again next summer. The customer's name is Evan Smith."

You can see how much better this looks:

ChatGPT screenshot with refined positive review response prompt

Negative review response example

It's all easy when it's smooth sailing, but what about customer complaints?

Let's say your restaurant guest asked for medium rare but received a well-done steak, and waited far too long for the new dish. 

Here's the basic ChatGPT answer for a basic prompt:

ChatGPT screenshot with negative review response prompt

Not so great, especially if the customer went into detail to explain what went wrong.

But, if you create a detailed prompt, your customer might actually forgive you for a bad steak:

ChatGPT screenshot with refined negative review response prompt

Mixed review response example

Some reviews are layered and contain both praise and complaints. For example, one of your diners might complain about the new, higher prices but still compliment the chef.

As it would be tone-deaf to just say "thanks" without addressing the other part, here's how to instruct ChatGPT to reply in detail:

"One of our regular visitors, Edna, complained about new, higher prices for seafood, but was still delighted about the taste. Create a review response where we thank Edna for loving the food, but explain that procuring seafood is more difficult and expensive this time of the year. Write in a conversational style, as we are a casual establishment."

Edna will now receive a full explanation in reply:

ChatGPT generated review response for a mixed review

How to use review response templates 

A review response template is a pre-written reply that can be copied and pasted to different review sites, such as Google and Yelp. This saves time on writing and proofreading. Integrating customer data can further enhance these templates by ensuring responses are more aligned with customer expectations and internal team strategies.

Like AI-generated review responses, template-based responses usually benefit from some light editing. For example, you can incorporate details from the customer’s review into your response, increasing personalization and providing a more satisfying experience.

Along with boosting personalization, editing the template also gives you a chance to:

  • Insert keywords you’re trying to rank for (like “late-night pizza delivery” or “Jeep wranglers for sale”)
  • Eliminate or reword repetitive phrasing
  • Incorporate your brand’s unique messaging, voice, and personality into each response

Below are a mix of negative, neutral, and positive review examples and modifiable response templates. You can use these templates to reply to your reviews more easily and efficiently, decreasing the time you spend on replying.

Positive review example #1

Positive review example

Positive review response template: "Thank you so much for sharing your positive experience with us, [ Customer Name ]! Our entire team was delighted to read your great review of [ Business Name ]. We're pleased to know that [ Staff Member ] was able to provide excellent customer service for you and [ install your new HVAC system, reschedule your appointment, resolve your maintenance request, help you find the right storage unit for your needs, etc. ]. If there's anything else we can assist you with, please don't hesitate to [ contact us, reach out, give us a call, etc.]. We look forward to serving you again in the future!" 

Positive review example #2

Positive review example

Positive review response template: "Hi [ Customer Name ], thank you so much for your 5 star review! We're so happy to hear that you had a positive experience with [ Business Name ], and your kind words about [ Staff Member's ] [ professionalism, attention to detail, friendly service, etc. ] are truly appreciated. It was our pleasure to [ help you find the right choice for your budget, welcome you to your new apartment, provide you with information about your warranty, serve you and your family, etc. ]. If there's anything else we can help you with, please don't hesitate to contact us! Thanks again for your great review, [ Customer Name ], and we look forward to serving you again soon."

Here are even more positive review response examples your business can use. 

Mixed or negative review response example #1 

Handling negative reviews is just as important as celebrating positive ones. If left unaddressed, a single bad review can harm your online reputation and make potential customers think twice before choosing your business.

When you respond promptly and professionally to negative feedback on platforms like Yelp and Trustpilot, you have a chance to regain control of the situation before it escalates. A good response helps resolve the issue and shows others that you genuinely care about customer satisfaction and are willing to make things right.

Ignoring criticism can lead to bad PR, where one negative review turns into a bigger problem as it spreads through word of mouth or social media.

On the other hand, a thoughtful response can turn a disappointed customer into a loyal one, preventing them from switching to a competitor. Addressing complaints also helps you gather valuable insights into customer preferences and expectations, allowing you to improve your services over time.

Here are our universal templates for responding to those less favorable reviews.

Negative review example

Negative review response template: "Hi [ Customer Name ], thank you for taking the time to leave us a review and rating. We sincerely apologize for the misunderstanding about your [ type of product or service ] and any inconvenience it may have caused. Your feedback helps us improve, and we're eager to make this issue right with you. Please reach out to our [ dealership, front desk, customer support team, patient representatives, etc. ] at [ contact information ] at your earliest convenience so that we can better address your concerns. We thank you again for your feedback, [ Customer Name ], and are looking forward to hearing more from you soon."

Mixed or negative review #2 

Negative review example

Mixed review response template: "Hi [ Customer Name ], thank you so much for taking the time to leave us a review and provide valuable feedback. Please accept our sincere apologies that you had to experience this issue and [ didn't receive what you ordered, didn't receive the communication you were expecting from us, weren't completely satisfied with your installation, etc. ]. At [ Business Name ], our mission is to deliver outstanding customer service, and we truly regret missing the mark on this occasion. Your feedback is being carefully reviewed, and we encourage you to contact us at [ phone number or email address ] if there's anything else we can do to assist you. We thank you again for your review and hope to hear more from you soon." 

For more templates, check out these additional example responses to negative reviews

Get fast, personalized responses to all of your online reviews

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Whether your business is large or small, ResponseScribe makes it effortless to manage your online reputation. We respond to positive, neutral, and negative reviews on over 50 platforms, including Google, Yelp, Apple Maps, Trustpilot, Tripadvisor, the Better Business Bureau (BBB), and industry-specific platforms like Zocdoc.

We respond to your customers with human-written replies or AI-generated text (or a mix), depending on what strategy you prefer.

ResponseScribe website screenshot

ResponseScribe gives you the freedom to choose and the flexibility to change plans at any time, without fees or long-term contracts.

ResponseScribe also includes business reports and review sentiment analysis, giving you real-time insights into what your customers value most.

Optional alerts keep you updated on the status of every review, ensuring every word meets your standards and aligns with your messaging. If you aren’t satisfied with a proposed response, you can request revisions until our team perfects it.

ResponseScribe website screenshot

Combining the latest AI technology with more than 10 years of experience responding to millions of reviews, ResponseScribe is the simplest and most reliable way to boost your reputation. Learn more about how it works, then get started with a free trial period.

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