How do we protect and manage your brand sentiment?
We utilise our bespoke AI Visibility Framework to monitor exactly how different large language models perceive your brand. This allows us to spot negative shifts or neutral gaps in sentiment before they impact your citations, providing clear data to fix visibility vulnerabilities.
We focus heavily on content distribution and digital PR to update outdated brand data. By populating the web with clear, authoritative information, we teach generative engines to view your business as a trusted industry leader.
Our expert team benchmarks your sentiment against your top industry competitors. By analysing where competitors are gaining positive citations and editorial mentions, we identify clear strategic opportunities to leapfrog them and capture a higher share of voice.
This comprehensive approach builds long-term brand equity and reassurance. Because artificial intelligence updates its core knowledge periodically, ongoing sentiment management ensures your business remains future-proofed against rapid algorithmic shifts.
Need help with brand reputation management?
Let's talkBrand sentiment refers to how an artificial intelligence model interprets the overall tone, quality, and reliability of your business based on online data. The model analyses reviews, articles, press releases, and forums to decide if your brand is positive, negative, or neutral, directly influencing whether it recommends you to users.
Traditional public relations focuses heavily on media coverage and brand image; however, modern reputation management blends this with data analytics and technical search engine optimisation. We look at how both human audiences and machine-learning algorithms digest information, ensuring your online footprint is optimised for both.
Large language models cannot be edited like a standard webpage; they learn from aggregated web data over time. The most effective way to address negative or neutral ai sentiment is to out-publish it with highly authoritative, accurate, and positively cited content that the models will adopt during their next core updates.
We use our custom tracking tools to evaluate your citation share, share of voice, and the contextual tone used by AI search engines when your brand or industry is mentioned. This gives you a clear, measurable overview of your digital reputation and helps us benchmark your performance against your core competitors.