AICW AI Chat Watch

AI Mentions & Sources Report for AI Mention Tracking Tools

Track Your AI Visibility
#{{ domain.rank }}

{{ domain.value }}

{{ formatPercent(domain.influence) }}
Share of Voice
{{ domain.linkTypeName }} Visit {{ botCount }} AI models {{ questionCount }} questions

About aws.amazon.com (Tech Companies)

This page provides details about aws.amazon.com (Tech Companies) which was ranked #5 out of 61 in the list of sources (3 citations (4% share)) in answers from AI models (Anthropic Claude Sonnet (latest), OpenAI ChatGPT Latest) when they were asked the following 1 question: "Which tools provide real-time AI monitoring and alerts?" on Dec 24, 2025 by AI Chat Watch. This source is referenced for brands: Amazon SageMaker Model Monitor, AWS CloudWatch, AWS SageMaker Model Monitor, AWS.

#{{ domain.rank }}
Rank
{{ formatPercent(domain.influence) }}
Voice
{{ formatPosition(domain.appearanceOrder) }}
Position
{{ formatPercent(domain.mentionsAsPercent) }} ({{ domain.mentions || 0 }})
Citations

Used by AI Models

Model Voice Position Citations
{{ bot.name.charAt(0) }} {{ bot.name }} {{ getInfluenceForBot(bot.id) }} {{ getPositionForBot(bot.id) }} {{ getMentionsForBot(bot.id) }}

Pages from aws.amazon.com (2 links)

URL Path Citations Position
/cloudwatch 1 6
/sagemaker/model-monitor 2 7.1

Brands Referenced By This Website (4 brands)

Citations from AI Responses

Anthropic Claude Sonnet (latest) (1 citation)

Which tools provide real-time AI monitoring and alerts?

[...] g** [https://www.databricks.com/product/machine-learning/lakehouse-monitoring](https://www.databricks.com/product/machine-learning/lakehouse-monitoring) - Real-time data and model quality monitoring - Automated drift detection - Integrated alerting system ### 10. **Amazon SageMaker Model Monitor** [https://aws.amazon.com/sagemaker/model-monitor](https://aws.amazon.com/sagemaker/model-monitor) - Continuous monitoring of ML models - Real-time quality alerts - Integration with CloudWatch for notifications ## **Specialized Monitoring Tools** ### 11. **Aporia** [https://www.aporia.com](https://www.aporia.com) - Real-time ML monitoring - Customizable alerting rules - Model performance dash [...]

aws.amazon.com/sagemaker/model-monitor December 24, 2025

OpenAI ChatGPT Latest (2 citations)

Which tools provide real-time AI monitoring and alerts?

[...] w.honeycomb.io/ Cloud-native monitoring for AI services - AWS CloudWatch — Real-time metrics/logs/alarms; integrate with AI services for alerts. https://aws.amazon.com/cloudwatch/ - Amazon SageMaker Model Monitor — Monitors data quality, drift, and model quality; routes to CloudWatch for alerts. https://aws.amazon.com/sagemaker/model-monitor/ - Amazon Bedrock + CloudWatch — Bedrock invocation metrics in CloudWatch for dashboards and alarms. https://docs.aws.amazon.com/bedrock/latest/userguide/monitoring-cloudwatch.html - Azure Monitor — Metrics/logs with flexible alert rules for AI workloads. https://azure.microsoft.com/products/monit [...]

aws.amazon.com/sagemaker/model-monitor December 24, 2025

[...] us.io/docs/alerting/latest/alertmanager/ - Honeycomb — High-cardinality observability for debugging complex AI pipelines, with triggers/alerts. https://www.honeycomb.io/ Cloud-native monitoring for AI services - AWS CloudWatch — Real-time metrics/logs/alarms; integrate with AI services for alerts. https://aws.amazon.com/cloudwatch/ - Amazon SageMaker Model Monitor — Monitors data quality, drift, and model quality; routes to CloudWatch for alerts. https://aws.amazon.com/sagemaker/model-monitor/ - Amazon Bedrock + CloudWatch — Bedrock invocation metrics in CloudWatch for dashboards and alarms. https://docs.aws.amazon.com/be [...]

aws.amazon.com/cloudwatch December 24, 2025