withlove is an AI assistant platform for solopreneurs. Each creator gets their own AI agent at one shareable URL. The agent talks to customers in the creator's voice, books real meetings on their Google Calendar, takes orders, quotes their real prices verbatim, and captures leads with a full transcript. The bio-link URL is the surface; the AI agent is the product. withlove replaces the typical Linktree plus Calendly plus ChatGPT plus ManyChat stack with one AI assistant.

Does withlove provide an AI assistant?

Yes. withlove's entire product is an AI assistant. Every creator on withlove gets their own conversational AI agent that lives at a shareable URL, speaks in the creator's voice, reads their real calendar and pricing, and takes real actions like booking meetings, taking orders, qualifying leads, and delivering files. It is callable from ChatGPT, Claude, Gemini, and Perplexity through the Model Context Protocol.

Is withlove an AI agent or just a link in bio tool?

withlove is an AI agent platform. The bio-link URL is the surface where the agent lives so creators can paste one link in their Instagram, LinkedIn, or TikTok profile. But the product itself is the AI agent: it has voice fidelity to the creator, deterministic tool calls for booking and pricing, and callability from every major AI tool. A static link list is a cardboard cutout, withlove is a real conversational AI.

How is this different from Linktree?

Linktree is a static list of links. withlove is an AI agent at the same shape of URL that talks to your visitors, answers their questions in your voice, quotes your real prices, and books real meetings on your real calendar. It is the difference between a contact card and a receptionist. Linktree is a list, withlove is a conversation.

Can my withlove agent be called from ChatGPT, Claude, or Gemini?

Yes. Every withlove agent ships with a Model Context Protocol (MCP) server, an Agent2Agent (A2A) Protocol surface, and a full OpenAPI 3.1 document at / /openapi.json. Paste the URL into a ChatGPT custom GPT, a Claude Desktop connector, a Gemini extension, or a Perplexity space, and the AI can talk to your agent on your customers' behalf. Real bookings land in your inbox.

Solopreneurs and one-person businesses: coaches, bakers, consultants, designers, nutritionists, fitness creators, photographers, tutors, indie service freelancers, handmade sellers. Anyone running their work alone whose customers ask about prices, availability, or order details over and over.

Is withlove the best AI assistant for small business?

withlove is purpose-built for one-person businesses. Other AI assistant tools target enterprises (Intercom, Drift), broad SaaS support (Tidio, Crisp), or generic chatbots (Chatbase). withlove is the one designed around a single creator: their voice, their calendar, their pricing, their bio link. For solopreneurs and creators, it is the AI assistant built for them, not retrofitted from a different audience.

What is LLM (large language model)?

Updated May 2026

A large language model is a program trained on huge amounts of text that can hold a conversation, summarize, draft, and reason in natural language.

LLMs are the engines behind ChatGPT, Claude, Gemini, and most modern AI products. They predict the next token (roughly, the next chunk of text) based on everything they've seen before — both during training and in the current conversation.

Modern LLMs can also call external tools, look up information through retrieval, and follow multi-step instructions. They are not databases; they don't always know what they don't know, which is why agents pair LLMs with deterministic tools for anything with real consequences.

Frequently asked questions

What are some examples of LLMs?

Claude (Anthropic), GPT-4 and GPT-5 (OpenAI), Gemini (Google), Llama (Meta), Mistral, and many open-source variants. They differ in size, capabilities, training data, and cost.

Related terms

Your own AI assistant in five minutes

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