Streamlit
(https://streamlit.io) 📸 Data Snapshot: May 25, 2026Inspect the JSON-LD. Is there an Organization or Person schema, and does it carry sameAs links to real external profiles (LinkedIn, socials)? Missing schema or no identity declaration signals an anonymous entity.
There is a notable authority gap in the technical metadata; the site has null schema_json across all pages despite claiming industry-wide usage and naming specific expert users like Neil Treat and Koen Havlik. These named authorities lack Person schema or sameAs digital footprint links in the structured data, relying purely on text-based credibility.
The site minimizes disconnect by demonstrating performance. The claim ‘Get started in under a minute’ is backed by a two-line terminal command and a live playground. Marketing claims are verified by the site’s own technical functionality rather than vague percentages or unsubstantiated productivity ‘multipliers.’
Identity & Authority is read from the structured data first: whether the site declares who it is in machine-readable schema, with verifiable identity links. Below is the schema captured per page, then the external proof links that support (or fail to support) that identity.
🔗 Identity & Technical Layer — schema JSON-LD: identity chains, entity gaps
🛡️ Trust Signals — external proof links that back the declared identity
| Page | Reviews | Proof links |
|---|---|---|
| / (home) | 170 | 0 |
| /playground/ | 2 | 0 |
| /gallery/ | 161 | 0 |
| /cloud/ | 167 | 0 |
This page presents a snapshot of public data from Streamlit, captured on May 25, 2026, to show how machine logic reads Identity & Authority signals into an AI reputation evaluation.
Purpose: This data is presented under “Fair Use” for the purpose of independent signal analysis, allowing readers to see the raw signals behind the reputation score.
Notice to Streamlit: This analysis is part of a non-adversarial audit conducted by 1 Euro SEO. The results are intended as professional feedback to help improve any website’s machine-readability and authority signals. The evaluation is free, and any company can request a fresh audit at any time.
Any company can use the insights for free and improve its voice. When a company has updated its content, it can always submit a new audit request, which will be reflected in a new current score.
To all users: You are encouraged to visit the live site at https://streamlit.io to view the most current version of its content and see directly what this company is about and what it offers.