Agent-Reach vs P9 AI Fluency Index: Features, Pricing & Which Is Better (2026)
A side-by-side comparison of Agent-Reach and P9 AI Fluency Index — features, pricing, and ideal use cases — to help you decide which AI tool fits your workflow.
A
Agent-Reach
Agent-Reach
Agent-Reach is a free CLI and library that gives AI agents read and search access to 16 web platforms like Twitter, Reddit, YouTube, and GitHub.
Key features
- Unified Platform Access: Read and search 16 platforms including Twitter/X, Reddit, YouTube, GitHub, Bilibili, and LinkedIn through one interface.
- Zero API Fees: Uses open-source upstream tools so agents browse without paid API keys.
- One-Command Install: pip install agent-reach then 'agent-reach install' wires the tools into the agent.
- Broad Agent Compatibility: Works with Claude Code, Cursor, OpenClaw, Windsurf, Codex, and more.
- Search & Read Modes: Supports both searching for content and reading specific URLs across supported platforms.
Best for
- Market & Social Research: Let an agent gather posts and discussions across Twitter, Reddit, and XiaoHongShu.
- Content Monitoring: Track YouTube, podcasts, and RSS feeds programmatically from within an agent.
- Developer Research: Pull GitHub and forum content into an agent's context for engineering tasks.
- Web Automation: Give a coding assistant the ability to read arbitrary URLs during a task.
P
P9 AI Fluency Index
Point Nine
Free 12-minute diagnostic that grades a company's AI fluency on a 0–100 scale and recommends three next moves.
Key features
- Quick Diagnostic: A 12-minute online questionnaire composed of nine focused questions across six dimensions, enabling rapid assessment of organizational AI fluency.
- Rubric-Based Scoring: Converts individual 0–5 question responses into a normalized 0–100 composite score using rubrics sourced from Zapier, Fin, Shopify, Ramp, and Jobber for reliable benchmarking.
- Actionable Recommendations: Produces three prioritized next-move recommendations tailored to the company’s overall score and dimension-specific weaknesses to guide immediate action.
- Dimension-Level Insights: Breaks down results by six distinct dimensions (e.g., data practices, tooling, workflows) so teams can pinpoint specific strengths and gaps.
- Founder/Operator Focus: Questions and output are framed for founders and operators, making results directly applicable to strategic and operational decision-making.
- Benchmarking Context: Positions a company’s score relative to industry rubrics and best practices to help prioritize investments and initiatives.
- Free Web Access: Fully web-based, no-cost diagnostic that delivers instant results and recommendations for easy sharing and iterative assessments.
- 12-minute web-based diagnostic