Braintrust

braintrustdata.com AI & Machine Learning

AI Score

Braintrust — a leading AI & Machine Learning solution.

Does ChatGPT recommend Braintrust? Is Braintrust good according to AI? We track how ChatGPT, Gemini, Claude, and DeepSeek mention Braintrust across hundreds of real prompts to calculate an AI visibility score. With a score of 31/100, Braintrust has moderate AI visibility — there's room to improve.

ChatGPT

Gemini

Claude

DeepSeek

100%

Mistral

22%

Mention Rate

Positive

Negative

Scans

Data from official APIs. AI responses vary by context. Scores based on 1 scan. Our methodology →

AI Visibility Trend

ataiva.com

Mention Rate by Engine

ataiva.com

Sentiment Breakdown

ataiva.com

✅ What AI Says Is Good

Good API access
Strong documentation
Active research community

⚠️ What AI Says Needs Work

Can be expensive at scale
Rapidly changing landscape

🏆 Competitors AI Mentions

V7 Haystack Beam Mem AI Play.ht

🔗 Sources AI Cites

https://braintrustdata.com

🤖 AI Readiness Score

How prepared is Braintrust for AI-driven discovery?

/ 100

✅

llms.txt

✅

Schema.org

✅

AI Crawlers

❌

FAQ Schema

—

Citations

✅

Reddit (10)

Last crawled: Apr 24, 2026

🤖 robots.txt AI Bot Rules

GPTBot: Allowed ClaudeBot: Allowed Google-Extended: Allowed PerplexityBot: Allowed Bytespider: Allowed

📋 Schema.org Markup

WebSiteSoftwareApplicationOrganization

🔍 Google AI Overviews Coming Soon

We're building Google AI Overview tracking — see if Braintrust appears in Google's AI-generated answers. Get notified →

💬 Reddit Mentions

📄 llms.txt

Braintrust has an llms.txt file (2.7 KB) with sections:

View contents

# Braintrust

> Ship quality AI at scale. Turn production traces into evals, compare prompts
> and models, and improve quality with every release.

## For AI agents

- [Complete technical documentation with full content (SDKs, APIs, integrations, guides)](https://www.braintrust.dev/docs/llms-full.txt)
- [Documentation index](https://www.braintrust.dev/docs/llms.txt)

## What is Braintrust?

Braintrust is an end-to-end platform for building reliable AI applications,
built around a continuous improvement loop:

1. **Instrument** — Wrap AI providers (OpenAI, Anthropic, Gemini, etc.) or use
   OpenTelemetry to capture traces from your application
2. **Observe** — Monitor production in real time; find errors, latency issues,
   and unexpected outputs using search, dashboards, and automated topics
3. **Annotate** — Add human feedback, capture user signals, and build datasets
   from production traces
4. **Evaluate** — Run experiments to compare prompts and models, write scorers
   (LLM-based, code, or human) to quantify quality
5. **Deploy** — Ship prompts to production, gate releases on eval results, and
   monitor impact with online scoring

## Key capabilities

- **Scalable logging**: High-throughput trace ingestion with real-time monitoring
- **Flexible scoring**: LLM judges, code-based scorers, and human review
- **Loop Agent**: AI-assisted optimization — auto-generates improved prompts,
  scorers, and datasets
- **Brainstore**: Purpose-built database for querying complex AI traces
- **MCP integration**: Connect your IDE and agents directly to your AI stack
- **Release gating**: Block bad releases before production with automated evals

## Security & compliance

SOC 2 Type II, GDPR, HIPAA. SSO/SAML, granular permissions, hybrid deployment.

## Links

- [Docs](https://www.braintrust.dev/docs)
- [API reference](https://www.braintrust.dev/docs/api-reference)
- [Cookbook](https://www.braintrust.dev/docs/cookbook)
- [Blog](https://www.braintrust.dev/blog)
- [Pricing](https://www.braintrust.dev/pricing)
- [GitHub](https://github.com/braintrustdata/)
- [Discord](https://discord.gg/6G8s47F44X)

## App routes

- [Project overview](https://www.braintrust.dev/app/~)
- [Logs](https://www.braintrust.dev/app/~/logs)
- [Datasets](https://www.braintrust.dev/app/~/datasets)
- [Experiments](https://www.braintrust.dev/app/~/experiments)
- [Playgrounds](https://www.braintrust.dev/app/~/playgrounds)
- [Monitor](https://www.braintrust.dev/app/~/monitor)
- [Review](https://www.braintrust.dev/app/~/review)
- [Prompts](https://www.braintrust.dev/app/~/prompts)
- [Scorers](https://www.braintrust.dev/app/~/scorers)
- [SQL sandbox](https://www.braintrust.dev/app/~/sql)
- [Settings](https://www.braintrust.dev/app/~/settings)