How BugHerd improved discovery across Reddit and AI search. #1 for “website feedback tool” in Reddit AI Answers BugHerd partnered with Oxygen Digital to improve how they show up in Reddit and other community-driven platforms where agencies and developers actively discuss website feedback tools. The goal was simple: understand how real users talk about BugHerd and its competitors, and use those insights to improve visibility, positioning, and recommendations across both search and emerging AI-driven platforms. Standing out in a highly competitive SaaS market Limited visibility in emerging AI-driven search experiences Lack of control over brand perception in public discussions Capturing high-intent users at the decision-making stage #1 in Reddit AI Answers for “Website Feedback Tool” Search terms like “website feedback tool” and “website feedback” now surface BugHerd as the top recommendation within Reddit’s AI Answers, a feature that aggregates real user discussions and presents structured, AI-generated responses. Crucially, this visibility is being driven by our own Reddit engagement, with the content we’ve contributed being picked up, cited and surfaced directly within these AI-generated summaries. BugHerd is now showing up more consistently in the places that matter most, where agencies and developers are actively asking questions, comparing tools and sharing recommendations. By connecting insights from customer support, social channels and community platforms like Reddit, we built a clearer picture of how real users talk about BugHerd and its competitors. This allowed us to refine messaging, address common objections and ensure the brand is represented accurately in real conversations, not just marketing channels. Importantly, this approach meant BugHerd was ahead of the shift toward Reddit and community-driven platforms influencing search and AI-generated answers. Rather than relying on forced or high-volume posting, the focus stayed on understanding and contributing to genuine discussions, helping build trust and credibility over time. As a result, BugHerd has strengthened its presence across both traditional search and emerging AI-driven discovery, with visibility driven by real user conversations, not manufactured content. Want to see if your brand shows up in AI search results? Request an AI Citation Audit from Oxygen Digital. We’ll check your visibility in ChatGPT, Gemini, and Perplexity – and give you a GEO roadmap. case study.
the challenge.
BugHerd operates in a crowded space of website feedback and bug tracking tools, where multiple platforms compete for the same high-intent keywords and audiences. Differentiating the brand in search results and across digital channels required a strategy that went beyond traditional SEO and paid advertising.
As platforms like Reddit and AI-powered search engines increasingly shape how users discover and evaluate software, BugHerd needed to improve its presence within these environments. Without a clear AEO (Answer Engine Optimisation) strategy, the brand risked being excluded from AI-generated recommendations and summaries.
Conversations around “website feedback tools” and similar queries were already happening across forums and social platforms, particularly on Reddit. However, without active participation and strategic input, BugHerd had limited influence over how it was being positioned, discussed, or recommended by real users.
Potential customers were actively searching for solutions using terms like “best website feedback tool” and “how to collect client feedback on websites.” The challenge was to ensure BugHerd appeared not just in search rankings, but directly within trusted discussions and AI-generated answers where final purchasing decisions are often made. breakthrough.
importance.
Reddit = high trust, real user opinions
AI Answers = future of discovery
BugHerd now appears in decision-making moments
BugHerd is recommended in real user language
BugHerd has influence over AI-generated outputs
results.
#1 positioning in Reddit AI Answers
Increased visibility in high-intent searches
Stronger brand authority in SaaS + agency space
Real user language being surfaced at scale
Higher recommendations in AI search tools
impact.
Get discovered in AI search like BugHerd.
