Bo Bennett On Building Bookyawards.com

## Episode Summary Bo Bennett returns to walk through BookyAwards.com, his AI-powered book award platform designed to give authors a credibility signal before heavy marketing begins. The conversation gets into the mechanics: why genre-specialist AI judges outperform a single generalist, and how an "honest or free" refund policy filters out roughly 25% of submissions. Bo addresses the tension between pleasing authors and protecting the award's long-term value head-on. --- ## What You'll Learn - **Why genre-specific AI judges exist:** Smaller, specialized agents carry less memory overhead, get less confused, and produce more accurate evaluations than one all-knowing model trying to master every genre. - **What the "honest or free" guarantee actually means:** About 25% of submitted books don't earn an award — Bo has calibrated that threshold deliberately and would tell the AI to ease up or tighten depending on how that number drifts. - **Where a Booky badge fits in the funnel:** It belongs early, before heavy marketing — not necessarily on the cover, but on the book's web page or description to move readers past consideration toward clicking "buy now." - **What the AI evaluates holistically:** Cover quality, grammar, spelling, prose, and category-specific criteria like character depth all factor in — a weak overall book can fail even if one element shines. - **The real business tension Bo names:** Rejecting books means no revenue, but accepting low-quality books destroys the award's value — he's explicitly choosing long-term credibility over short-term cash. --- ## Notable Quotes > "AI isn't a singular thing. There's not just one AI, and that's where this program really shines." > — Bo Bennett > "If we accept low quality books, then the value of the award would be very low — and that's more important than some quick cash." > — Bo Bennett --- ## About the Guest Bo Bennett is the owner of Archieboy Holdings and the creator behind a growing suite of AI-powered tools aimed at helping authors produce, market, and validate their books. He approaches product design with a clear strategic lens — in this conversation he openly discusses calibrating rejection rates, managing the tension between revenue and quality, and thinking in terms of long-term perceived value. He speaks from direct observation of the platform, noting he has personally reviewed books the AI rejected and found some of those calls surprisingly harsh. He can be found at **archieboy.com** and the platform discussed at **bookyawards.com**. --- ## Topics Covered - Genre-Specific AI Judges - Honest or Free Guarantee - Book Award Credibility - Submission Rejection Rate - AI Evaluation Criteria - Book Marketing Funnel - Generalist Judge Fallback - Long-Term vs. Short-Term Revenue