1. [Home](https://www.g2.com/)
2. ...
3. [Chatbots Software](https://www.g2.com/categories/chatbots)
4. [Biel.ai Discussions](https://www.g2.com/products/biel-ai/discuss)

[
 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/image/large_detail/large_detail_7dc7c2e19eef1137830c0db868aa5d4f/biel-ai.png "Product Avatar Image")
](/products/biel-ai/reviews)

[

Biel.ai

](/products/biel-ai/reviews)

(3)4.8/5

Biel.ai turns technical documentation into a reliable AI layer that users, developers, and internal teams can query from anywhere. The product exists for one reason: when your customers are engineers, documentation is how your product gets adopted, and answers about it have to be right. At the core is a retrieval system built specifically for developer content. Biel indexes your documentation sites, knowledge bases, and uploaded files, and treats technical elements as structured data. An OpenAPI specification is understood as endpoints, parameters, and return types. A code block is understood as code. An error message is linked to the concepts around it. This matters in practice: developers rarely phrase questions the way docs are written. They ask "why is my token being rejected" rather than "authentication endpoint reference." Biel bridges that vocabulary gap and returns the actual answer, with citations that link back to the exact source pages so every response can be verified. Answers are generated only from your indexed content. If the information is not in your docs, the assistant says so instead of guessing. Everything runs from one indexed knowledge base, exposed through four channels: Docs site: An embeddable widget adds an Ask AI chat and an AI search experience to your documentation. Native integrations exist for Docusaurus, Sphinx, MkDocs, Antora, Starlight, Jekyll, Gatsby, Next.js, WordPress, and Confluence, and a single script tag works on any HTML site. The widget is fully themeable and typically live within 15 minutes. - AI tools: A hosted MCP server makes your documentation queryable from Claude, Cursor, GitHub Copilot, Windsurf, and any other MCP-compatible assistant. Developers get accurate answers about your product inside the tools where they already work, without copy-pasting docs into a chat window. - Team chat: Native apps for Slack, Discord, and Microsoft Teams let anyone mention the bot in a channel and get a sourced answer from the docs. Support and engineering teams use this to stop answering the same internal questions repeatedly. - Your own product: A REST API with an OpenAPI spec, plus a full RAG-as-a-Service option, lets teams build custom in-product help, onboarding flows, or support tooling on top of the same knowledge base. Biel.ai is also a feedback loop for documentation teams. The analytics dashboard captures every question users ask, flags the ones that went unanswered, and highlights the pages where users gave up. Instead of guessing what to write next, technical writers get a ranked list of real content gaps, often before those gaps generate support tickets. Organizations report 60 to 80% fewer repetitive support questions and faster developer onboarding after deployment. Operationally, content stays fresh through scheduled recrawls, GitHub sync, or API-triggered updates. Security and compliance features include AES-256 encryption in transit and at rest, GDPR compliance with EU-hosted infrastructure, domain restrictions on widget embedding, role-based access control, SSO and MFA support, and a bring-your-own-keys option for teams that want to control their model provider. Customer data is never used to train models. Biel.ai is self-serve with a 14-day free trial and no credit card required.

Show More

When users leave Biel.ai reviews, G2 also collects common questions about the day-to-day use of Biel.ai. These questions are then answered by our community of 850k professionals. Submit your question below and join in on the G2 Discussion.

* * *

### 100.0

Nps Score

### All Biel.ai Discussions

Search

Most CommentedMost HelpfulCommon QuestionsNewest

All DiscussionsDiscussions with CommentsCommon QuestionsDiscussions without Comments

FilterFilter

Filter byExpand/Collapse 

Sort by

Most Commented

Most Helpful

Common Questions

Newest

Filter by

All Discussions

Discussions with Comments

Common Questions

Discussions without Comments

Sorry...

There are no questions about Biel.ai yet.

## Start a New Software Discussion

Have a software question?

Get answers from real users and experts

[Start A Discussion](/products/biel-ai/discussions/new)

* * *

 ![Product Avatar Image](https://images.g2crowd.com/uploads/product/hd_favicon/4a5c764d9bef67fe97c7bbd3d5b6f7ab/biel-ai.png "Product Avatar Image")

### Have you used Biel.ai before?

Answer a few questions to help the Biel.ai community

[
Yes
](javascript:void(0))[
Yes
](https://www.g2.com/login?context=product_review&return_to=https%3A%2F%2Fwww.g2.com%2Fproducts%2Fbiel-ai%2Fdiscuss%3Fsmall_ask%3Dbiel-ai)
No