Genspark

Genspark pitches itself as the consumer-task specialist, and the polish shows. I tested it primarily for travel planning and shopping comparison, the two areas where it claims the strongest autonomy. On travel, it genuinely saves time. Ask it to find flights and hotels for a weekend in Barcelona and it will query multiple sources, present a shortlist with reasoning, and handle the booking flow if you authorize it. The UX is clean, mobile-first, and avoids the chatbot-in-a-box feel that plagues most agent interfaces. The autonomy here is real but bounded: it won't invent a multi-city itinerary or negotiate group rates, but it will handle the tedious comparison work and checkout steps that normally require six browser tabs. Shopping comparison is similarly capable. I asked it to find noise-cancelling headphones under £250 with strong battery life. It surfaced options from Amazon, John Lewis, and a few smaller retailers, highlighted trade-offs, and could execute the purchase. It remembered my delivery preferences from a previous session, which felt less like magic and more like competent product design. Restaurant booking works through integrations with OpenTable and Resy, though availability can be patchy outside major cities. Failure modes are predictable. Genspark struggles with ambiguous requests or tasks that require real judgement. Ask it to 'find a nice place for dinner' without constraints and you'll get generic results. It also can't handle tasks that require account access beyond what you've explicitly connected, so no cross-platform price tracking or loyalty programme optimization. The free tier is generous but rate-limited; I hit the wall after about ten complex queries in a day. The mobile app is noticeably faster than the web interface, which suggests where their focus lies. Compared to something like Lindy or Embra, Genspark is narrower but more reliable within its lane. It won't draft emails or manage your calendar, but it won't hallucinate booking confirmations either. If your use case maps to travel, shopping, or restaurant booking, the autonomy is worth the trade-off. If you need a general-purpose agent, look elsewhere.