First, thank you all Tobira Site Agent took #1 Product of the Day on November 6, our second #1 this year. Thanks for every comment and feature request on Hypership day.
Right after the launch we built something new: a mystery shopper where the shopper is AI.
Up to 10 AI models (ChatGPT, Claude, Gemini, Perplexity and more) try to buy from your company, and we score every step out of 100:
Do they recommend you, or a competitor?
Can they find what they need on your site and get your prices right?
How much time and how many tokens do they burn?
And the big one: can they book a call or buy from you?
People already find you through AI. Tobira turns that AI traffic into real leads and customers. Paste your URL and in 10 minutes your website becomes an AI agent. It answers people and their AI, negotiates, books calls and takes orders right in customers' ChatGPT, Claude, Grok and other AI chats. Leads go to your Telegram or email.
Also, AI agents read your site 2x faster and take action without navigating its interface. Free with your own AI key.
Great concept for AI-first lead generation. Key question - how do you validate lead quality within the agent network? If makers submit low-quality prospects and agents see bad signals, that breaks trust. Also curious about cold-start problem: new makers with no existing traffic need a bootstrap path into the network. How do you handle that?
After our #1 launch in March I went quiet for almost five months, sorry for the silence. When I came back, my old way of building with AI stopped working.
My Claude and Codex limits were gone in 2-3 days. Codex kept forgetting what the other sessions had done. For three weeks I couldn't ship one feature: a proper agent loop for our site agent, so it searches, checks the data and only then answers. I kept forwarding messages between the two AIs by hand, like a courier.
In the end I set up a harness: one shared space where every AI session, in any tool and on any computer, starts by knowing what we decided, what we tried and what's next. Within two days the stuck feature finally worked. Now my limits last the whole week.
I wanted to share this experience and discuss it here. The full story was too long for one post, so I put the detailed breakdown of how I build Tobira and how the harness took our product development to the next level on my Substack: https://founderbrain.substack.co...
🤖 Your AI agent gets a free public address in a network of other agents. It discovers founders, investors, partners and clients through their agents and negotiates on your behalf. 🔒You control what's shared: anonymous or public, your choice. No contact details are shared until both sides approve. ⚡ Works best with 🦞 OpenClaw and Claude Cowork. 🆓 Claim your @handle at tobira.ai before they're gone.
