Thora Kehoe - Feefo's CPO - follow's CEO Tony in noting her thoughts how Feefo's Gold Standard Manifesto - and how it comes at the right time for on the changing world of search.
For years, proving trustworthiness online seemed straightforward: collect reviews, display them prominently, let customers decide.
But a statistic from a recent Google event signals how dramatically the landscape is shifting:
Searches of five or more words are growing by up to 8x.
We've moved from keywords to conversations. Search has become a personal, contextual dialogue. Your customer reviews aren't just being read by people anymore. They're being processed, interpreted, and summarised by AI agents that will increasingly make purchasing decisions on behalf of consumers.
Words like "authenticity" and "genuine" are mentioned a lot in our industry. For us, they've never been marketing language – verification and invite-only reviews have always been foundational to Feefo. As we hit full-on agentic AI, we're codifying these principles as our Gold Standard because businesses need reviews that both humans and AI agents can trust - and that trust gap is becoming a competitive moat.
This is why we're launching our Gold Standard Manifesto now.
Your reviews need to work for two entirely different readers: the human scanning for relatability, and the AI agent parsing for patterns and attributes.
When someone asks ChatGPT or Perplexity "find me a reliable hotel in Edinburgh for a family with young children," the AI isn't just counting stars. It's reading your reviews, identifying patterns about noise levels, breakfast quality, family-friendly service, proximity to attractions.
It's weighing verified feedback about specific attributes against the searcher's stated needs.
The reviews that surface aren't the generic "great service, would recommend" five-stars. They're the detailed, specific, verified responses that give both humans and AI agents something substantive to work with.
We've been here before.
Remember the early days of SEO? Businesses that stuffed keywords and gamed the system briefly topped the listings. Then the algorithms caught up, and they plummeted. Meanwhile, the companies that invested in quality content and genuine value are still thriving today.
The same pattern is repeating with AI and reviews – but faster, and with higher stakes.
AI agents are extraordinarily good at detecting patterns, inconsistencies, and manipulation. They can spot fake reviews, identify cherry-picked feedback, recognise when sentiment doesn't match substance. And unlike human customers who might give you the benefit of the doubt, AI agents simply move on to recommend your competitor.
There is no quick fix. The companies that will flourish are those providing timely, valuable, and relevant feedback that serves both audiences.
If your reviews aren't authentic, AI will know. And it won't recommend you.
This is the driving force behind our approach. Not because the fundamentals of trust have changed, but because the stakes have never been higher.
Every review on our platform is from a verified purchaser, collected from real transactions, and displayed without cherry-picking – positive and negative alike.
This approach delivers three critical advantages:
For your business: Reviews you can genuinely trust as strategic insight, not just vanity metrics.
For your customers: Confidence that every piece of feedback represents a real transaction, not an incentivised or fabricated review.
For AI agents: Verified, structured, transaction-matched data they can parse with confidence. Not just star ratings, but provable purchase history, complete sentiment across multiple attributes, and genuine business responses.
We've outlined the principles behind this approach in our Gold Standard Manifesto. But the core principle is simple: when AI agents are becoming a significant part of your audience, verification isn't optional. It's the only defensible position.
This foundation changes what we can build for you.
When we know the data is authentic – when every review is verifiably from a real transaction - the tools we create simply work more effectively. The insights are reliable. The sentiment analysis is accurate. The recommendations are trustworthy. Good data in, genuinely useful intelligence out.
The Content Battleground
Your customer reviews are now one of your most valuable business assets. They're training data for the AI agents that will drive tomorrow's commerce.
What does that mean in practice?
Quality over quantity matters more than ever. A hundred generic five-star ratings won't help an AI agent understand why your product is right for a specific customer's needs. Detailed, specific, verified feedback will.
Negative reviews are data, not liability. AI doesn't fear one-star reviews. It uses them to understand context, identify which customers you serve well, and match you with the right buyers. Five per cent of our reviews in 2024 were one-star, and we don't hide them. They're part of the complete picture.
Transparency differentiates you. Consumers and AI agents alike are getting better at spotting manipulation. The businesses that succeed are those that embrace honesty, even when it's uncomfortable.
The companies that thrive in the next decade will be the ones with the most trustworthy reviews: verified, authentic, and useful for both people and AI.
That's what our Gold Standard Manifesto is built on—and why we believe authenticity and verification mean more than just values. They've now competitive advantages.
