These rankings are based on data from December 2025
Instructor provides a consulting service that focuses on improving AI applications for startups by optimizing and enhancing existing AI systems with structured outputs and RAG techniques.
API Availability
- No
Pricing
unknown
Position of Magic SQL on sub rankings
December 2025
Retrieval augmented generation - Overall
18 out of 74
Retrieval augmented generation - Overall
18 out of 74
Industries
research & development
software & it
technology
Integrations
hubspot
zapier
Insights
From data to debate: Mapping Norway’s AI ecosystem with RankmyAI
An interview with Bram Timmermans, professor of innovation & entrepreneurship and research director at Digital Innovation for Sustainable Growth.
How to Measure the Geography of AI Adoption and Diffusion? Reflections from GEOINNO 2026
Based on reflections from the GEOINNO 2026 conference, this article examines how the geography of AI adoption and diffusion is measured. It shows how different definitions, populations, AI activities, and data sources lead to different outcomes, and why clarity about what is being measured matters.