AWS
NewVisual low-code tool for building AWS-backed apps from Figma designs
Data collected ·ChatGPT, Perplexity, Google AI Mode·coverage 100%·next run
- AWS ranks #4 of 61 in MLOps Platforms with an AI visibility score of 35.7 (SlateIndex, Nov 2, 2026).
- AWS is most visible on ChatGPT (51.5) and least on Perplexity (24.4).
- AI engines name AWS in 143 of the 239 MLOps Platforms buyer prompts SlateIndex tracks.
- amazon.com is the source AI engines cite most in answers about AWS, with 38 citations.
About
Company details for AWS
Amplify Studio is AWS's low-code visual development tool, launched in December 2021 as an extension of AWS Amplify. It syncs Figma components, generates JavaScript or TypeScript UI code that can be customized in code, and provisions backend services such as Cognito, DynamoDB and S3 through a visual interface. Amazon Honeycode, AWS's earlier no-code app builder, was shut down on February 29, 2024. It ranks #4 of 61 in MLOps Platforms on SlateIndex and has a visibility score of 35.7 in the latest weekly run.
Founded in 2021 and headquartered in Seattle, Washington, the company employs 5,000+ people. Its differentiator: syncs Figma components into generated code and provisions AWS backend services through a visual interface.
- Website
- amazon.com
- Categories
- MLOps Platforms, Data Warehouse, Identity & Access Management, Vector Databases, CI/CD, Business Intelligence, AI Agents, Contact Center
- Company size
- 5,000+ employees
- Headquarters
- Seattle, Washington
- Founded
- 2021
- Company type
- Division of Amazon
- Compliance
- SOC 1, SOC 2, SOC 3, ISO 27017, ISO 27018, ISO 27701, PCI DSS Level 1, FedRAMP, DoD SRG, ISO 9001, ISO 27001
Read from reveliolabs.com, techcrunch.com, webpronews.com, docs.aws.amazon.com, crunchbase.com, dev.to · refreshed Nov 2, 2026.
AI visibility
Latest weekly run · Nov 2 · next run Nov 9
Visibility score trend
Weekly runs over the last 60 days, with up to 7 competitors. Click a name to hide or show its line.
AWS gained 0 points over 1 weekly run in MLOps Platforms. MLflow leads the category at 50.9%.
AI mentions & citations
Recent answers that name AWS
What is an MLOps platform and when does a company need one?
What features matter most in an MLOps platform?
These priorities align with the MLOps lifecycle capabilities described by AWS and Microsoft Azure Machine Learning.
What are common mistakes when buying an MLOps platform?
Cloud infrastructure (AWS, Azure, GCP).
How do companies deploy and monitor machine learning models without a dedicated tool?
Cloud VM, Kubernetes, AWS EC2, Azure VM
What is the difference between an MLOps platform and a data science platform?
The distinction is consistent with the lifecycle capabilities described by AWS, Microsoft, and Google Cloud.
How long does it take to roll out an MLOps platform?
Published implementation examples include TUI's six-month AWS MLOps rollout, which brought 10 ML models into production.
What is the typical pricing model for MLOps Platforms software?
For example, AWS SageMaker uses pay-as-you-go pricing for compute, storage, training, hosting, and MLOps capabilities.
How do I choose an MLOps platform for a mid-market team?
If you are deeply embedded in AWS, Azure , or GCP , lean heavily toward their native integrated services (like SageMaker, Azure ML, or Vertex AI) or ensure third-party tools have seamless, native connectors to your…
Products & features
What AWS sells
Amplify Studio
Visual low-code tool that syncs Figma components, generates JavaScript or TypeScript UI code and provisions AWS backend services.
Strengths engines cite
- Core federation and multi-account management included at no extra charge
- Enterprise-grade reliability and uptime on AWS infrastructure
- Pay-as-you-go, usage-based pricing
- Deep integration with the AWS ecosystem and AI tools
- Recognised by analysts such as Gartner and ISG
Target market & buyers
Notable customers include Neiman Marcus, Orangetheory Fitness, Credit Genie.
Competitive landscape
How AWS compares with its top three alternatives
AWS most often appears alongside Databricks, Snowflake, Salesforce in AI answers.
| Brand | Visibility | Share of voice | vs last week | Starting price |
|---|---|---|---|---|
| AWS | 35.7% | 7.5% | New | Pricing not available |
| Databricks | 46.2% | 7.6% | New | Pricing not available |
| Snowflake | 68.6% | 11.3% | New | Contact sales |
| Salesforce | 46.2% | 9.6% | New | Pricing not available |
| BigQuery | 63.6% | 12% | New | Pricing not available |
What AI answers say
Sentiment and themes from the answers that mention this brand
Positive 16% · Neutral 80% · Mixed 4% of 25 engine answers that mention AWS
Praised for
- Core federation and multi-account management included at no extra charge
- Enterprise-grade reliability and uptime on AWS infrastructure
- Pay-as-you-go, usage-based pricing
- Deep integration with the AWS ecosystem and AI tools
- Recognised by analysts such as Gartner and ISG
Criticised for
- Requires strong AWS engineering or technical expertise
Cite as: SlateIndex, “AWS AI visibility profile”, https://slateindex.ai/brand/aws, data of Nov 2, 2026. Licence: CC BY 4.0.