Try Qleera

How Qleera works

Better product recommendations, inside the AI assistant you already use.

Connect Qleera to ChatGPT or Claude, ask what to buy and get an answer shaped by what matters to you and what worked for people with similar needs.

Choose ChatGPT or Claude

The experience

Connect once. Then keep chatting normally.

01

Bring Qleera into your assistant

Connect the Qleera App or GPT in ChatGPT, or add the Qleera MCP connector in Claude.

02

Ask naturally

Describe what you need, your budget or anything you want to avoid—just as you normally would.

03

Get a better-fit answer

ChatGPT or Claude can use what Qleera remembers about you and relevant real-life experience to make the answer more useful.

What Qleera adds

Useful features before, during and after the recommendation.

01

Preferences that follow you

Stop repeating your sizes, sensitivities, tastes and deal-breakers in every product conversation.

02

Experience beyond ratings

Understand what happened after weeks or months for people with relevant needs and routines.

03

A universal shopping cart

Your Qlist keeps products from every category and conversation in one place.

04

Fewer repeated mistakes

Qleera remembers products, attributes or brands that are not for you.

Second read · For product and AI teams

How Qleera works behind the conversation.

The customer experience stays simple. Underneath it, Qleera separates personal context, experience relevance and assistant integration into three distinct jobs.

01 · Profile layer

Explicit, structured preferences

Qleera turns selected needs, constraints, values, loves and rejections into readable profile information the user can control.

02 · Relevance layer

Experience retrieval and matching

For each request, Qleera finds accounts of real product use and ranks them by their relevance to the question and the user's context—not simply by popularity.

03 · Integration layer

Context returned to the assistant

ChatGPT Apps or an MCP connection can request the relevant Qleera capabilities and context inside the active AI conversation.

Qleera does not replace the language model. ChatGPT or Claude still produces the answer. Qleera gives it a specialized source of personal context and real product experience.

Frequently asked questions

Concrete answers about @Qleera, your data and the product behind it.

Start with the practical questions. Continue into the architecture only if you want the technical detail.

What is Qleera?

Qleera helps ChatGPT and Claude make product recommendations that fit you better. It can use the preferences you asked it to remember and relevant experiences from people with similar needs. Your AI assistant remains the place where you ask the question and receive the answer.

How can I access Qleera in ChatGPT?

There are two relevant routes. A published ChatGPT App is found through the App Directory, connected to your account and then invoked with @Qleera or through + → More. A Qleera GPT is opened through a direct link or Explore GPTs and used as a specialized ChatGPT conversation. Qleera should provide the direct destination for the route it asks you to use.

What is the difference between the Qleera App and the Qleera GPT?

The Qleera App connects Qleera's external product capabilities to ChatGPT and can be called from supported conversations after you connect it. The Qleera GPT is a configured version of ChatGPT designed specifically for the Qleera experience. A GPT may itself use connected Apps, but the App and the GPT remain different ChatGPT surfaces.

How do I connect and use the Qleera App?

Open Qleera in the ChatGPT App Directory, select Connect, review the information ChatGPT says may be shared and complete any Qleera authorization requested. Once connected, invoke Qleera by typing @Qleera in your prompt or by selecting it through + → More. ChatGPT may also suggest a relevant connected App during a conversation.

How do I use the Qleera GPT?

Open the direct Qleera GPT link or find Qleera through Explore GPTs, sign in to ChatGPT and start a conversation. On ChatGPT web, you can also type @ in an existing conversation to bring in a GPT while keeping the current context. On iOS and Android, OpenAI currently says to open the GPT from the GPTs menu or sidebar instead.

Why might I not see Qleera in ChatGPT?

App availability can depend on the App's publication status, your country or region, your ChatGPT plan and your workspace settings. Business, Enterprise and Edu administrators can control which Apps and GPTs members may access. A direct Qleera link should reduce discovery friction, but it cannot override OpenAI or workspace access rules.

Is Qleera another chatbot?

No. You can use Qleera inside ChatGPT or Claude. The Qleera GPT offers a dedicated conversation, while the Qleera App and Claude connector bring Qleera capabilities into supported conversations on those assistants.

Do I need to install something?

There is no separate Qleera mobile app or browser extension required for these routes. In ChatGPT, you connect the Qleera App or open the Qleera GPT. In Claude, you add or connect Qleera through the Connectors settings. Authentication and permissions may be requested during the first connection.

Do I need a separate Qleera account?

Qleera needs a way to associate the preferences and products you choose to keep with you. If account connection is required, the setup appears during your first @Qleera interaction. You then return to the ChatGPT conversation to continue.

Can Qleera read all my ChatGPT conversations?

Calling @Qleera does not mean giving Qleera unrestricted access to your entire ChatGPT history. Qleera works with the information made available during the active interaction and the information held in your Qleera profile. ChatGPT's own data handling remains governed by your OpenAI settings and terms.

What does Qleera remember?

Qleera can remember product-related information you choose to keep, such as needs, sizes, routines, tastes, budget, values, products you love and things you want to avoid. You can review, correct or remove profile information through the available Qleera controls.

How does Qleera improve a recommendation?

A general recommendation often starts with product information, reviews and popularity. Qleera adds personal context and relevant experience from real use. This can help ChatGPT explain why an option may fit your situation, where it may fail and which trade-offs deserve attention.

What does 'people like you' mean?

It means people whose needs or circumstances are relevant to the decision—not people who are identical to you. For skincare, sensitivity and routine may matter. For a stroller, car size and daily use may matter. Qleera uses the context that is useful for the category instead of relying only on demographics or average ratings.

What if Qleera does not have a relevant experience?

Qleera should not force a weak match. ChatGPT can still answer using its normal product knowledge, while Qleera makes clear when sufficiently relevant lived experience is unavailable. Limited evidence is more useful when it is stated honestly.

What is the Qlist?

The Qlist is your universal shopping cart. Save products from different brands, stores, categories and ChatGPT conversations in one place. You can return to them later, compare options or remember what you were considering without keeping dozens of tabs open.

Can brands pay to influence recommendations?

No. A brand cannot buy visibility, a higher position, a favorable recommendation or the removal of a negative experience. Brands can use anonymized Qleera Insights to understand customer experience and improve products, but they cannot purchase influence over your answer.

Is Qleera free?

Yes. Qleera is free to use. Sponsored results and affiliate commissions do not determine which products Qleera brings into a recommendation.

How does Qleera work technically?

Qleera structures the product preferences a user chooses to keep, finds relevant accounts of real product use and returns selected context to the AI assistant for the current question. The language model still generates the conversational answer; Qleera supplies specialist recommendation context.

How do I connect Qleera to Claude?

Open Customize → Connectors in Claude, choose Add custom connector and enter https://qleera.com/mcp as the remote MCP server URL. Authenticate when requested. In a conversation, use + → Connectors to enable Qleera. Team and Enterprise workspaces require an owner to add the connector to the organization before members connect individually.

How does Qleera work with Claude and MCP?

Model Context Protocol, or MCP, is the open standard Claude uses to connect to external tools and data. The Qleera remote MCP server can expose typed tools and resources for profile and recommendation information. Claude requests the relevant Qleera capability, receives the selected context and remains the conversational model that produces the answer.

Keep using your AI assistant. Add the product experience it was missing.

Choose ChatGPT or Claude