What do users say?

I mainly used Brandlight to check how our brand stacked up against competitors. I’d enter the same queries I was already researching and then compare the results side by side. I liked being able to see which companies showed up, and then dig into the sources behind those answers. That saved me from having to run the same checks separately. It was especially helpful when I was putting together competitor notes for work. Review collected by and hosted on G2.com.

The amount of information can feel a little much in the beginning. I didn't immediately know which numbers or sections mattered for my particular research. After using it a few times, I knew where to look and it became easier. I wouldn't consider this a major issue, just something that took a little getting used to Review collected by and hosted on G2.com.

The ability of Shopping Visibility Optimization is what I would suggest most to ecommerce teams. Brandlight.ai allows us to see if the products are featured in AI shopping tiles and recommendations. Keyword trigger function is also quite helpful as it provides us with queries that trigger the shopping experience. Then, product and retailer intelligence provide us with more information about competing products and channels. Review collected by and hosted on G2.com.

Prioritization is important for large catalogs. Review collected by and hosted on G2.com.

Agentic Commerce capabilities are extremely pertinent to our product team. Brandlight.ai will help us understand the representation of our products in the context of AI shopping experiences, including product presence, shopping recommendations, triggers, retailers, and competitive products. The trigger keywords research is especially helpful since it will allow us to find out which queries trigger shopping experience in our category. Review collected by and hosted on G2.com.

Product catalogs containing thousands of items might need additional segmenting and prioritizing. Review collected by and hosted on G2.com.

The competitor comparison is probably the feature I get the most value from. I like being able to look at our brand alongside other brands and see how the picture changes over time. If I notice another brand showing up more often, it gives me something to look into instead of just wondering why we're behind. I also use the trend information to see whether the changes we're making are actually having an effect. Review collected by and hosted on G2.com.

I haven't had any major issues with it. For the way I use it, I found it pretty straightforward. Review collected by and hosted on G2.com.

This technology connects the conventional mindset of SEOs with that of the emerging AI visibility space. Brandlight.ai will allow us to analyze visibility, competitive positioning, query intents, citation and external references collectively as opposed to considering AI search as a standalone experiment. This comprehensive view is what our strategy team needs most. Review collected by and hosted on G2.com.

The nomenclature takes some time to learn for teams unfamiliar with AI visibility. Review collected by and hosted on G2.com.

Real-Time AI Mention Alerts give our leadership team immediate visibility into how LLMs reference us. It removes the need for manual tracking, so we can respond quickly to shifts in brand perception and better protect our market position. Review collected by and hosted on G2.com.

During major PR campaigns, the high volume of notifications can feel overwhelming. I’d like to have more customizable threshold settings so I can filter out the noise and focus on the most critical updates. Review collected by and hosted on G2.com.

Brandlight.ai tool enables us to analyze the visibility of our AI across various topic areas, as opposed to relying on a single brand visibility metric. This is an important distinction to make as a brand may have great visibility within a particular topic area while being virtually invisible in others. Review collected by and hosted on G2.com.

More visual representation tools will facilitate such distinctions when communicating with executives. Review collected by and hosted on G2.com.

I like how Brandlight AI makes AI visibility easy to monitor, allowing me to quickly identify the correct results. The AI search ranking, mention tracking, competitor comparison, and content gap analysis are particularly useful features. The initial setup was fairly easy and straightforward, which saved me a lot of time. Review collected by and hosted on G2.com.

Some insights from Brandlight AI could be more detailed and easier to act on. I wish there was more customization and clearer recommendations for improving my specific web and mobile app products. A simple dashboard with more customizable reports would also improve usability and provide more detailed insights. Review collected by and hosted on G2.com.

The Discover New Content Opportunities feature provides our content team with an easier method of connecting AI visibility with editorial strategy planning. With Brandlight.ai, we can find topic opportunities and know that there is potential to create content that would increase our visibility in those topics. This is helpful especially because we can do competitor content analysis and learn what the competition is doing and how. Review collected by and hosted on G2.com.

Some of the suggested topics will not necessarily be relevant to business and editorial purposes, so prioritization is still necessary. Review collected by and hosted on G2.com.

The competitor view is what I use the most. I can check the same type of AI queries for different brands and quickly see where we are being mentioned and where competitors are getting more visibility. I also like being able to open the sources behind the answers instead of just looking at a visibility score. It gives me something concrete to look into. Review collected by and hosted on G2.com.

Some of the screens take a bit of getting used to. I did not understand what I should focus on straight away, especially when looking at a lot of queries together. After using it for a while, I found my way around it better. Review collected by and hosted on G2.com.