Branded vs SharpAPI

Connects researchers with a massive marketplace of verified human subjects for surveys, offering broader respondent scale than Branded.

Free / Open-sourceWeb data API that turns any site into clean, AI-ready content

Free / Open-sourceBuild, train, and deploy computer vision for the physical world

Automates qualitative customer research by moderating live user interviews at scale and synthesizing insights into actionable reports.

SpecialistAI search and retrieval platform for modern apps and commerce

Runs AI-moderated qualitative interviews and automated research studies at scale, replacing traditional panel surveys with interactive conversations.

Captures video-based consumer surveys and interviews, using AI to automatically analyze emotional sentiment and thematic feedback.

Search foundation built from embeddings, rerankers, and reader APIs

SpecialistSources verified B2B professionals and healthcare experts for specialized respondent recruitment, though with less automated consumer panel volume.

OCR and multi-modal document extraction APIs with built-in fraud detection

SpecialistREST API to convert, edit and extract data from PDFs

SpecialistOne scraping API that turns any website into agent-ready JSON