Truthengine

The TruthEngine® cleans, authenticates and structures brands’ reviews so that LLMs, search engines and recommendation systems can find and interpret them correctly and regulators can trust them. As discovery shifts from traditional search to AI platforms such as ChatGPT, Gemini, Claude, Llama and Perplexity, clean, transparent and authenticated review data is essential for discoverability and query share. The TruthEngine® ensures brands’ reviews are found by LLMs, accurately represented and legally compliant. We Provide: • AI-ready, authenticated review datasets that boost LLM visibility, improve recommendation accuracy and enhance GEO/AEO performance. • Review-manipulation detection, identifying fake positives, fake negatives, incentivised, coordinated or otherwise suspicious activity across all major platforms. • The TruthMark®, an independent review-authentication standard that increases trust and conversion. • Compliance and protection, helping brands meet the UK DMCC Act and global fake-review laws. • M&A and investment due diligence, revealing hidden manipulation and future regulatory risk. We Support: Brands and retailers • Platforms • Compliance teams • CMOs • M&A advisors • PE firms • Regulators We help brands turn authentic reviews into a measurable advantage in AI discovery and boost their trust and conversion rates.