These rankings are based on data from September 2026
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
Ranking position over time
October 2025 - September 2026
#6,050
Best rank
#11,385
Lowest rank
12-month trend
#4,659
Best rank
#11,013
Lowest rank
12-month trend
Position of Magic SQL on sub rankings
September 2026
Industries
research & development
software & it
technology
Integrations
hubspot
zapier
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