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Description
Biel.ai turns technical documentation into an AI assistant that gives developers instant, accurate, source-cited answers. It is built for products where documentation drives adoption and a wrong answer costs real engineering time.
Biel understands the structure of developer content: OpenAPI specs, code samples, error codes, and configuration files are parsed as what they are, not as flat text. When a user asks "why am I getting a 401", the assistant connects the question to the relevant endpoint and returns a direct answer with sources, instead of a list of links. Every response is drawn exclusively from your indexed content, so there are no invented answers about your product.
One knowledge base powers four surfaces. A widget brings Ask AI chat and AI search to docs built with Docusaurus, Sphinx, MkDocs, Antora, Starlight, Next.js, WordPress, or plain HTML, live in about 15 minutes. A hosted MCP server lets developers query your docs from Claude, Cursor, GitHub Copilot, and other MCP-compatible tools. Bots for Slack, Discord, and Microsoft Teams answer questions directly in team channels. A REST API and RAG-as-a-Service option embed the same capability into your own product.
Biel also works as a content intelligence layer. Analytics reveal the questions users asked, the ones that went unanswered, and the pages that need improvement, so documentation teams can close gaps before they turn into support tickets. It supports multiple languages, syncs content automatically via crawls, GitHub, or API, and runs on EU-hosted infrastructure with AES-256 encryption, GDPR compliance, SSO, and bring-your-own-keys support.
Teams at ScyllaDB, Katalon, Tezos, and Talon.one use it in production.
Description
Kollavo is a software solution designed for AI visibility that tracks and manages brand mentions across various AI search platforms and large language models. It keeps a close eye on where brands and their competitors are cited by AI platforms, identifies any gaps in citations, and helps secure new placements from reliable sources. With its centralized dashboard, Kollavo oversees citation tracking, outreach management, and monitoring of placements. The software also analyzes high-intent search queries, identifies third-party sources that are cited, and points out areas where competitors receive mentions that the brand does not. Currently, it supports ChatGPT and is in the process of developing integrations with other AI platforms like Perplexity, Google AI Overviews, Claude, and Gemini. Notably, Kollavo automates the citation placement process by managing outreach efforts, negotiations, and content creation in the brand's unique voice. Its features encompass visibility scores, comparisons of share-of-voice, alerts for citation gaps, exportable reports, and real-time dashboards. Additionally, the platform provides options for both self-serve monitoring and fully managed services for handling negotiations with publishers, ensuring that brands can effectively enhance their visibility in the AI space. By utilizing Kollavo, brands can strategically improve their presence in the competitive landscape.
API Access
Has API
Yes
API Access
Has API
No
Screenshots View All
No images available
Integrations
ChatGPT
No
Confluence
Yes
Discord
Yes
Docusaurus
Yes
Gatsby
Yes
GitHub
Yes
GitLab
Yes
Jekyll
Yes
Microsoft Teams
Yes
MkDocs
Yes
Integrations
ChatGPT
Yes
Confluence
No
Discord
No
Docusaurus
No
Gatsby
No
GitHub
No
GitLab
No
Jekyll
No
Microsoft Teams
No
MkDocs
No
Pricing Details
$150/month
Professional plan
Free Trial
Yes
Free Version
No
Pricing Details
$49/month
Free Trial
No
Free Version
No
Deployment
Web-Based
Yes
On-Premises
No
iPhone App
No
iPad App
No
Android App
No
Windows
No
Mac
No
Linux
No
Chromebook
No
Deployment
Web-Based
Yes
On-Premises
No
iPhone App
No
iPad App
No
Android App
No
Windows
No
Mac
No
Linux
No
Chromebook
No
Customer Support
Business Hours
No
Live Rep (24/7)
No
Online Support
Yes
Customer Support
Business Hours
Yes
Live Rep (24/7)
Yes
Online Support
Yes
Types of Training
Training Docs
Yes
Webinars
No
Live Training (Online)
No
In Person
No
Types of Training
Training Docs
No
Webinars
No
Live Training (Online)
No
In Person
No
Vendor Details
Company Name
Biel.ai
Founded
2024
Country
Spain
Website
biel.ai
Vendor Details
Company Name
Kollavo
Founded
2026
Country
France
Website
kollavo.com
Product Features
Chatbot
Call to Action
No
Context and Coherence
Yes
Human Takeover
No
Inline Media / Videos
No
Machine Learning
Yes
Natural Language Processing
Yes
Payment Integration
No
Prediction
No
Ready-made Templates
Yes
Reporting / Analytics
Yes
Sentiment Analysis
No
Social Media Integration
No