As a Search Engine Optimisation (SEO) and digital marketing agency with decades of combined experience in this industry, we’ve seen first-hand how Artificial Intelligence (AI) is actively reshaping the way websites drive their online visibility.
Now, another crucial element of these enhanced SEO strategies has become clearer – customer reviews.
While the link between reviews and AI visibility may not be obvious at first glance, brand sentiment can go a long way to determining a website’s position in the Search Engine Result Pages (SERPs).
Why certified feedback helps the visibility of your business
Structured data creation
Reviews are a type of structured data, and structured data is crucial for helping search engines and AI tools to clarify and understand the context of the content.
If search engines can understand reviews, they can accurately display this feedback (such as star ratings, as well as the more positive aspects and areas of concern) within search results, including AI Overviews, AI Mode, and AI-powered assistants.
In this way, certified feedback can not only increase the online visibility of your brand, but can also simultaneously boost click-through rates (CTRs) too!
Sentiment monitoring
It’s now common for consumers to start their online search journey using Large Language Models (LLMs) – better known as AI-powered chatbots and assistants – such as ChatGPT, Gemini, Claude, and Perplexity.
These tools are well-equipped to process vast numbers of reviews as well as other types of text data, like social media posts.
Coupled with the ability to understand nuance, sarcasm, and emotional contexts, LLMs can use reviews to accurately determine public sentiment towards brands and businesses and create a summary of these views.
They also look for review patterns that suggest the business is active and reputable, such as consistent positive reviews alongside prompt and professional responses to any negative ones.
Similarly, a lack of reviews could indicate the opposite or even lead to LLMs filling in gaps with assumptions or outdated information.
As such, genuine reviews can substantially enhance the online visibility of your brand or website – especially in the age of LLMs, with ChatGPT alone boasting 900 million weekly active users as of March 2026, according to DemandSage.
Supports consumer trust
A fundamental part of AI Search is Google’s AI Overviews and AI Mode features.
And in line with Google’s quality rater guidelines, part of how these AI search tools assess the helpfulness of content is by using the Experience, Expertise, Authoritativeness, and Trustworthiness (E-E-A-T) framework.
In short, verified customer reviews support the Trustworthiness aspect of this framework, helping websites with a bank of consistently strong, positive, and authentic customer reviews to improve their visibility on Google search platforms.
In fact, customer reviews can be so fundamental to building consumer trust that several unfair online review practices were banned under the Digital Markets, Competition and Consumers Act 2024 (DMCC Act) in April 2025.
This included obtaining and posting fake reviews, posting paid-for reviews that haven’t been clearly highlighted as incentivised, and mishandling of reviews – such as actively hiding negative reviews.
How are AI platforms currently interpreting and prioritising review data?
Beyond simple sentiment monitoring, AI tools are now so sophisticated that they carry out something called context-aware thematic analysis using Natural Language Processing (NLP) to more accurately interpret customer reviews.
Instead of just identifying certain keywords to monitor sentiment, such as ‘good quality’ or ‘poor customer service’, these tools can group feedback based on theme to help understand the underlying root cause of these commonly reported issues.
As a result, AI search tools tend to prioritise customer reviews that outline the reasoning behind their experience of a certain product, brand, business, or service. For example, “the window cleaning service was professional and quick, thanks to the experienced and friendly team”.
This type of feedback allows these tools to more easily identify and summarise both the underlying positive aspects of the business as well as small customer frustrations.
Alongside prioritising customer reviews with more context, AI tools tend to pay more attention to recent reviews, third-party feedback, reviews submitted by sites with high domain authority, and feedback that mention specific product features or service elements.
In short, AI search tools are looking for detailed, trustworthy, and up-to-date reviews to provide users with the most reliable response to their search query.
What should brands be doing to optimise reviews for AI search?
Concerned about how AI is impacting the online visibility of your business?
Try these simple SEO solutions.
Implement schema markup
As reviews can be a great source of structured data for AI search tools, it’s important that this is added to your website’s HTML, often using JSON-LD.
If you’re unsure how to implement schema markup on your website, we recommend enlisting help from an experienced SEO specialist, such as Aqueous Digital.
Encourage detailed reviews
To give AI tools the context and details they’re looking for, we recommend encouraging customers to provide comprehensive reviews.
You can do this in a variety of ways within the review requests, such as adding a minimum character count, asking more specific questions about your products and services, or incentivising more detailed reviews with rewards.
Use a third-party platform
To help prevent potential bias in the eyes of AI search tools, it’s often best to use a third-party reviews platform to collect and display customer feedback, such as Feefo, Trustpilot, or Google.
Star ratings and customer reviews from these third-party platforms can often be easily embedded into your own website to ensure your site still benefits from strong trust signals, without risking the perceived trustworthiness of your reviews.
Where does Aqueous Digital fit in?
As a team of experienced search (both paid and organic) specialists, we can help your brand to appear in all the right places – including AI search.
Whether you’re hoping to build positive brand sentiment via LLMs like ChatGPT, are keen to optimise your e-commerce website for AI search, or just want to see more of your website content in Google’s AI Overview’s, we want to hear from you.
To learn more about our SEO services or to arrange your free, no-obligation consultation today, simply speak to our helpful team today!
Either give us a call on 0800 285 1424, email your enquiry to hello@aqueous-digital.co.uk, or fill out our online contact form.
