
Overall Score
19
Top 25%
of AI companies
Open-source input/output validation and safety rails for LLM apps
Guardrails AI is an open-source framework for adding input/output validation to LLM applications. Prevent hallucinations, enforce schemas, and add safety rails.

Overall Score
19
Top 25%
of AI companies
Overall Score
19
GitHub Stars
7K
Monthly Visits
62K
AI Referrals
1K / mo
Guardrails AI is an open-source framework for adding input/output validation to LLM applications. Prevent hallucinations, enforce schemas, and add safety rails.
Latest detected signals across traffic, developer activity and community mentions.
Last GitHub push
Indexed by indexator.ai
Referral growth vs previous period
| Keyword | Volume / Mo | CPC |
|---|---|---|
| guardrails | 31,610 | $4.96 |
| guardrails ai | 3,640 | $3.84 |
| guardrails-ai | 270 | — |
| guardrail ai | 380 | — |
| guardrails for ai | 390 | — |
Guardrails AI is an open-source framework for adding input/output validation to LLM applications. Prevent hallucinations, enforce schemas, and add safety rails.
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Latest detected signals across traffic, developer activity and community mentions.
Last GitHub push
Indexed by indexator.ai
Six signals, each 0–100, blended into the overall by their listed weight.
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Each dimension is weighted (traffic 20% · community 25% · growth 15% · momentum 15% · innovation 10%) and combined into the overall.
Referral growth vs previous period
| Keyword | Volume / Mo | CPC |
|---|---|---|
| guardrails | 31,610 | $4.96 |
| guardrails ai | 3,640 | $3.84 |
| guardrails-ai | 270 | — |
| guardrail ai | 380 | — |
| guardrails for ai | 390 | — |