GPT-5.2, Claude, Gemini, Llama 4 - All AI Models in One Workspace

Stop paying $20/month for ChatGPT, $20 for Claude, and $22 for Gemini separately. Get all of them in one workspace for $29/month. For teams, pick the right model per use case — fast and cheap for FAQs, powerful for complex questions — all sharing the same knowledge base, tools, and conversation history.

GPT-5.2Claude Sonnet 4.5Gemini 3.0Llama 4
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Why juggling AI subscriptions
doesn't scale

The problems teams face when they rely on multiple AI tools.

Subscription sprawl adds up fast

ChatGPT Plus at $20, Claude Pro at $20, Gemini Advanced at $22. That's $62/month for three tools that don't share context, documents, or conversation history.

Context lost between tools

You start a conversation in ChatGPT, realize Claude is better for this task, and have to re-explain everything from scratch. Your history doesn't transfer.

No way to match model to task

GPT-5.2 is overkill for simple FAQs, but a cheaper model hallucinates on complex questions. You need the right model for each use case, not one model for everything.

Team members need different models

Your writer prefers Claude, your developer uses GPT-5.2, your researcher wants Gemini. Managing separate accounts and billing is a nightmare.

Model access
without tool sprawl

Switch models without switching tools.

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Pick the model per chat

Use GPT-5.2 for complex reasoning tasks, Claude for analyzing long documents, Gemini for multimodal questions, and a faster model for simple FAQs — switch mid-conversation without losing context.

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Consistent agent behavior

Your prompts, tools, tone, and behavior rules stay the same regardless of which model powers the response. Switch models without rewriting your agent configuration.

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Knowledge grounding

Every model answers from your uploaded documents, crawled websites, and structured sources — not from generic training data. Same knowledge base, different model strengths.

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Bring your own key (BYOK)

Use your own API keys from OpenAI, Anthropic, Google, or other providers for full cost control. Track spending per model, per agent, per use case.

Common scenarios
teams use multi-model for

Simple ways to balance quality, speed, and budget.

  • badge 13Route simple FAQ questions to a fast, cheap model (like Gemini 3.0 Flash or DeepSeek V3.2) — resolve 80% of queries at a fraction of the cost
  • badge 13Switch to GPT-5.2 or Claude for complex reasoning, multi-step problems, or high-stakes customer conversations where accuracy matters most
  • badge 13Compare model outputs side by side — ask the same question to Claude and GPT-5.2 to see which gives a better answer for your use case
  • badge 13Let team members choose their preferred model per conversation while keeping the same knowledge base, tools, and analytics

The right model
for every conversation

What changes when you stop paying for separate AI subscriptions.

  • badge 13Replace $60+/month in separate AI subscriptions with one $29/month workspace that includes GPT-5.2, Claude, Gemini, Llama 4, Grok 4.1, and DeepSeek V3.2
  • badge 13Cut AI costs by 50-70% by routing simple questions to cheaper models and reserving expensive models for complex tasks
  • badge 13Every team member uses their preferred model without managing separate accounts, billing, or losing shared context
  • badge 13Deploy agents that automatically use the optimal model for each conversation type — fast models for FAQs, powerful models for complex queries
Questions & Answers

Frequently asked questions

Tap any question to see how InsertChat would respond.

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InsertChat

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What is InsertChat?

An AI agent workspace that lets you build agents grounded in your knowledge and deploy them to web, app, or API. Connect tools and integrations to complete workflows.

What's the difference between an agent and an InsertChat agent?

A basic agent is prompt-only. InsertChat agents are grounded in your sources, configurable per use case, and able to use tools and integrations.

How do agents stay accurate and avoid hallucinations?

Ground your agent in a knowledge base your team controls and keep it fresh. Use analytics to find gaps and improve coverage over time.

What can I connect as knowledge?

URLs, sitemaps, documents (PDF and office files), media like YouTube and audio, and structured data. The goal is a clear source of truth for answers.

Do sources stay up to date?

Yes. Refresh sources on demand or set up scheduled refresh depending on the source type.

Which AI models can I use?

GPT-5.2, Claude Sonnet 4.5, Gemini 3.0, Llama 4, Grok 4.1, DeepSeek V3.2, and more. Choose the model per chat, or use BYOK to manage provider access yourself.

Can I pick different models for different workflows?

Yes. Use a faster model for common questions and a stronger model for complex reasoning. InsertChat supports that balance per conversation.

Where can I deploy an agent?

Website widget, in-app embed, or API. Keep one agent setup and reuse it across channels.

Do I need coding skills?

No. Build and deploy AI agents using our visual builder. The embed code is one line of JavaScript.

Can I customize the branding and UI?

Yes. Customize the widget to match your brand. White-label options are available for a fully branded experience.

Does InsertChat support voice?

Yes. Voice dictation and text-to-speech let users speak instead of type.

Does InsertChat support vision?

Yes. Enable vision for agents when images help clarify a request or context.

Can the agent hand off to a human?

Yes. Configure human handoff so the agent escalates when needed. Full conversation history is passed along.

Do you provide analytics?

Yes. Track chats, leads, feedback, and credits used. Find gaps in coverage and prioritize fixes.

Is it mobile friendly?

Yes. The widget and embeds work well on desktop and mobile with no separate experience needed.

What is the fastest way to get started?

Create an account, upload one document, and ask your first question. Most teams go live in under 5 minutes.

0 of 16 questions explored Instant replies

Product FAQ

What is InsertChat?

An AI agent workspace that lets you build agents grounded in your knowledge and deploy them to web, app, or API. Connect tools and integrations to complete workflows.

What's the difference between an agent and an InsertChat agent?

A basic agent is prompt-only. InsertChat agents are grounded in your sources, configurable per use case, and able to use tools and integrations.

How do agents stay accurate and avoid hallucinations?

Ground your agent in a knowledge base your team controls and keep it fresh. Use analytics to find gaps and improve coverage over time.

What can I connect as knowledge?

URLs, sitemaps, documents (PDF and office files), media like YouTube and audio, and structured data. The goal is a clear source of truth for answers.

Do sources stay up to date?

Yes. Refresh sources on demand or set up scheduled refresh depending on the source type.

Which AI models can I use?

GPT-5.2, Claude Sonnet 4.5, Gemini 3.0, Llama 4, Grok 4.1, DeepSeek V3.2, and more. Choose the model per chat, or use BYOK to manage provider access yourself.

Can I pick different models for different workflows?

Yes. Use a faster model for common questions and a stronger model for complex reasoning. InsertChat supports that balance per conversation.

Where can I deploy an agent?

Website widget, in-app embed, or API. Keep one agent setup and reuse it across channels.

Do I need coding skills?

No. Build and deploy AI agents using our visual builder. The embed code is one line of JavaScript.

Can I customize the branding and UI?

Yes. Customize the widget to match your brand. White-label options are available for a fully branded experience.

Does InsertChat support voice?

Yes. Voice dictation and text-to-speech let users speak instead of type.

Does InsertChat support vision?

Yes. Enable vision for agents when images help clarify a request or context.

Can the agent hand off to a human?

Yes. Configure human handoff so the agent escalates when needed. Full conversation history is passed along.

Do you provide analytics?

Yes. Track chats, leads, feedback, and credits used. Find gaps in coverage and prioritize fixes.

Is it mobile friendly?

Yes. The widget and embeds work well on desktop and mobile with no separate experience needed.

What is the fastest way to get started?

Create an account, upload one document, and ask your first question. Most teams go live in under 5 minutes.

Pricing FAQ

What do I pay for with InsertChat?

Pricing is based on how many agents you run, what knowledge sources you connect, and how much conversation usage you drive. Check the pricing page for current tiers.

How much does InsertChat cost?

Plans start at $29/month. Verify the latest pricing and included limits on the pricing page.

Is pricing per seat or per teammate?

Pricing is oriented around agents, sources, and usage rather than seats. Enterprise plans are available for larger teams.

Can I start small and upgrade later?

Yes. Start with self-serve, validate your use case, then scale up as needed.

Can I cancel anytime?

Yes. Cancel anytime with no long-term contract. Your data remains available for 30 days after cancellation.

Do you offer enterprise pricing?

Yes. Enterprise plans cover larger orgs, advanced requirements, and custom deployment needs.

Do you support annual billing?

Yes. Toggle to annual billing on the pricing page and save 20%. For invoicing or procurement workflows, contact us.

What happens if we hit limits?

You will get a notification before you hit a limit. Upgrade your plan anytime with one click, or reduce usage. Nothing stops working without warning.

What counts as a source?

A source is any connected item your agent learns from: a URL, document, YouTube link, or other knowledge input. Your plan determines how many you can connect.

What are credits?

Credits budget your usage across conversations, sources, and tools. They keep costs predictable as you scale.

Can I control which models we use so costs do not spike?

Yes. Choose the model per chat to balance quality, speed, and budget for different workflows.

What is BYOK?

Bring Your Own Key. Use your own provider API key for model access to consolidate billing or apply your own setup.

Can I use my own logo and domain on the $29 plan?

Yes. The $29 plan includes your own logo and custom domain.

Can I test before I commit?

Start self-serve to validate your workflow. For guided proof-of-concept or enterprise requirements, contact us.

Do you have discounts for startups or nonprofits?

If pricing is a blocker, contact us with your context.

How do I start?

Sign up for a 7-day free trial with full access. Pick your plan after you see it working with your own content.

Security FAQ

Where is my data stored?

European servers. GDPR compliant, never used for training, and deletable at any time.

What gets sent to AI model providers?

Your prompt and relevant context excerpts from connected sources are sent to the selected model provider to generate an answer.

Do you use our data to train models?

No. InsertChat never uses your data to train models.

Is my data isolated from other customers?

Yes. Data is scoped to your workspace and agents. Sources and conversations remain isolated.

Can I delete data?

Yes. Delete sources, conversation history, leads, and feedback at any time.

What data does InsertChat store?

Agent configuration, connected knowledge sources, and conversation data needed for the experience and analytics.

Can I keep an agent private?

Yes. Choose public or private agents depending on whether anyone or only authenticated users can access the embed.

Do you have role-based access controls?

Yes. Control who can manage agents and data with role-based access.

Can I restrict what the agent can do?

Yes. Control tool enablement per agent to limit actions to only what is necessary.

Do you support GDPR?

Yes. Full GDPR compliance with Data Processing Addendum (DPA) available on request.

Can you provide a DPA?

Yes. Our DPA covers processing obligations, subprocessors, and deletion/return terms. Contact us to request it.

Do you list subprocessors?

Yes. Subprocessors are documented in the DPA. Request it or contact us for details.

How do you handle security questionnaires?

Contact us and we provide the right documentation for your team's review process.

Is InsertChat safe to embed on a public website?

Yes, when configured correctly. Ground answers in approved sources and keep tool access controlled.

Do you support self-hosting?

Yes. Enterprise plans include self-hosting and bring-your-own-LLM options.

How do I evaluate InsertChat?

Start a free trial with non-sensitive data. When ready, request our security questionnaire and DPA.

Integrations FAQ

What integrations are available?

600+ integrations including Slack, Notion, Google Workspace, Salesforce, HubSpot, Zendesk, Shopify, WooCommerce, and Zapier. Our REST API allows custom integrations with any system.

Can I connect to Slack?

Yes. Deploy your agent directly to Slack so your team can interact in channels or DMs.

Do you integrate with HubSpot?

Yes. Sync leads, contacts, and conversation data directly into HubSpot.

Can I use InsertChat with Zendesk?

Yes. Ticket creation, handoffs, and syncing support conversations are all supported.

Do you support Shopify?

Yes. Your agent can answer product questions, check order status, and assist with common e-commerce queries.

What about WooCommerce?

Yes. WooCommerce works similarly to Shopify with access to product catalogs and order information.

Can I connect Google Workspace?

Yes. Connect Google Drive, Docs, and other Workspace tools as knowledge sources.

Do you have a Zapier integration?

Yes. Connect InsertChat with thousands of apps via Zapier to automate workflows and sync data.

Can the agent search the web?

Yes. Enable web search so the agent can find current information beyond your knowledge base.

Do you support calendar booking?

Yes. The agent can schedule meetings directly during conversations.

Can I use webhooks?

Yes. Send events to your own systems for custom integrations and real-time notifications.

Do you have an API?

Yes. Full REST API for creating agents, managing sources, and interacting with conversations programmatically.

Can I install it with Google Tag Manager?

Yes. Install via script embed or Google Tag Manager.

Can I embed it in my product?

Yes. Use in-app embeds for a native feel, or the API to build a custom interface.

Do you support custom SMTP?

Yes. Custom domain and SMTP options are available so outbound messaging aligns with your infrastructure.

How do I connect my first integration?

Start your trial, go to Settings > Integrations, and connect in one click. 600+ apps available.

Related features
and capabilities

Explore features that work well with multi-model setups.