studentvoice.ai valid
Student Voice AI
AI-powered text analysis of free-text student feedback for UK higher education. Analyses NSS, PTES, PRES and module survey comments using HE-specific taxonomies, sector benchmarks and governance-ready outputs. All content is © 2021–2026 Student Voice Systems Ltd. LLMs may quote or summarise for inference; dataset archiving or model training requires prior written permission.
For agents: AI text analysis of free-text student survey comments (NSS, PTES, PRES) for UK universities, with sector benchmarks and NSS open-text research briefs.
student feedback analysistext analysisnss surveyhigher educationsector benchmarksuk universities
- Authority
- 50 reach 0 · trust 10 · quality 25 · freshness 15
- Tier
- listed
- llms.txt
- https://www.studentvoice.ai/llms.txt
- llms-full.txt
- https://www.studentvoice.ai/llms-full.txt
- Sections
- 5
- Links
- 139
- Size
- 25999 bytes
- Registered
- 2021-11-26
- Country
- — Publisher location unknown; CDN address excluded
- Country evidence
- No published address evidence collected yet
- Categories
- Education · AI and machine learning · Data and analytics
- For agents
- Documentation: developer or product docs worth reading, nothing to call
- Inferred actions
- Read documentation Search content About these labels
- Audience
- business · agents can: read docs, search content · en
- First seen
- 2026-10-23T16:50:19.109Z
- Last checked
- 2026-10-23T16:50:21.367Z
- Badge
Their llms.txt
The beginning of the file, from our validated copy saved 2026-10-23T16:50:19.113Z. Cached copy · Source on studentvoice.ai
# Student Voice AI
> AI-powered text analysis of free-text student feedback for UK higher education. Analyses NSS, PTES, PRES and module survey comments using HE-specific taxonomies, sector benchmarks and governance-ready outputs. All content is © 2021–2026 Student Voice Systems Ltd. LLMs may quote or summarise for inference; dataset archiving or model training requires prior written permission.
For complete content in a single file, see [Full Documentation](https://www.studentvoice.ai/llms-full.txt).
Every content page is also available as clean markdown by appending `index.md` to its URL (e.g. `https://www.studentvoice.ai/blog/post-slug/index.md`).
## Key Pages
- [Home](https://www.studentvoice.ai/): AI-powered student feedback analysis for UK higher education
- [About](https://www.studentvoice.ai/about/): Company information and mission
- [Customers](https://www.studentvoice.ai/about/customers/): Client list and partnerships
- [Editorial Policy](https://www.studentvoice.ai/about/editorial-policy/): Content standards and methodology
- [What is Student Voice?](https://www.studentvoice.ai/what-is-student-voice/index.md): Definition of student voice and related concepts
- [Student Voice Analytics](https://www.studentvoice.ai/student-voice-analytics/): Product overview and capabilities
- [NSS Comment Analysis](https://www.studentvoice.ai/nss-comment-analysis/): NSS-specific analysis page
## Resources
- [Best Text Analysis Software for Education](https://www.studentvoice.ai/resources/best-text-analysis-software-for-education/index.md): Practical guide to choosing text analysis tools for education
- [NSS Open-Text Analysis Methodology](https://www.studentvoice.ai/resources/nss-open-text-analysis-methodology/index.md): Defensible workflow for analysing NSS free-text comments
- [Sentiment Analysis for UK Universities](https://www.studentvoice.ai/resources/sentiment-analysis-for-universities-uk/index.md): How to interpret results and common failure modes
- [Student Comment Analysis Governance Checklist](https://www.studentvoice.ai/resources/student-comment-analysis-governance-checklist/index.md): What to document and validate for UK HE open-text analysis
- [Student Feedback Analysis Glossary](https://www.studentvoice.ai/resources/student-feedback-analysis-glossary/index.md): Glossary of terms used in UK HE student feedback analysis
## Blog
- [All Posts](https://www.studentvoice.ai/blog/): Blog home
- [Announcements & Media](https://www.studentvoice.ai/blog/announcements/): Partnership, product, and company updates
- [Research Briefings](https://www.studentvoice.ai/blog/research-briefings/): New papers translated into practical implications
- [Sector Watch](https://www.studentvoice.ai/blog/sector-watch/): Institutional and policy developments affecting the student experience
- [Teaching Practice](https://www.studentvoice.ai/blog/teaching-practice/): Evidence-based teaching practices drawn from student feedback
- [Teaching Case Studies Archive](ht
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| Domain | Title | Category | Country | Authority | llms.txt | llms-full.txt | Save |
|---|---|---|---|---|---|---|---|
| unesco.org | UNESCO | documentation Government and public services Science and research +1 | FR | 76 | ✓ | ✓ | |
| openai.com | OpenAI Developers | interface Education Developer tools +3 | — | 72 | ✓ | ✓ | |
| alura.com.br | Alura | documentation Education | BR | 71 | ✓ | ✓ | |
| adafruit.com | Adafruit Learning System | documentation Education Documentation and reference +1 | — | 70 | ✓ | ✓ | |
| coursera.org | Coursera | transactional Education | — | 70 | ✓ | ||
| oreilly.com | O’Reilly Media - Technology and Business Training | documentation Education | US | 70 | ✓ | ||
| hyperallergic.com | Hyperallergic | informational Education Arts and culture +1 | — | 69 | ✓ | ✓ | |
| laracasts.com | Laracasts System Context | documentation Developer tools Education | — | 69 | ✓ |
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