Primr FAQs

Question 1

What is Primr and what does it do?

Accepted Answer

Primr is an AI-powered software tool that generates cited, analyst-grade intelligence briefs from any company URL. It autonomously scrapes company websites and conducts deep external research to provide comprehensive insights like competitive positioning, technology stacks, and strategic initiatives.

Question 2

Can Primr be integrated with other AI agents or systems?

Accepted Answer

Yes, Primr is built for the agentic era, offering native interfaces for CLI, MCP Server, OpenClaw integration, and Claude Skills. This allows seamless integration into existing AI agent workflows and systems, supporting persistent research memory and hypothesis tracking across sessions.

Question 3

What is 'Gemini Deep Research' and how does it work?

Accepted Answer

Gemini Deep Research is Primr's autonomous AI component that plans multi-step external queries, follows leads, cross-validates information across various sources, and synthesizes findings into a structured, validated brief. It goes beyond simple chat completions to perform genuine agentic research.

Question 4

What are the typical costs and time commitment for generating a research brief?

Accepted Answer

A full research brief using Primr typically takes around 30 minutes and costs approximately $1.00-$2.00 in API usage (varying by depth and site complexity). This is significantly faster and more cost-effective than manual research, with `--dry-run` available for cost estimates.

Question 5

How does Primr handle complex or anti-bot protected websites?

Accepted Answer

Primr features an 8-Tier Escalating Scraping Engine designed to overcome bot defenses. It uses progressive methods from HTTP requests to advanced browser automation and even vision-based extraction, ensuring reliable data collection from modern, JS-heavy sites.

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