#Proposal: Unlock Deep Research SDK Access for Google One AI Pro

4 messages · Page 1 of 1 (latest)

lone wharf
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Define the Problem, Propose a Solution
The Problem: The daily Deep Research quota is strictly locked to the web UI. This limits power users who need to feed local data or use custom integrations. Currently, subscribers must double-pay via Google AI Studio to access Deep Research programmatically.
The Solution: Allow subscribers to consume their daily Deep Research quota via the Gemini SDK. This instantly enables custom extensions and local workflows without requiring Google to build endless UI features.

Be Specific

  • Enable SDK authentication using Google One AI Premium credentials.
  • Implement a shared daily Deep Research counter across both the Gemini App and the SDK.
  • Provide a seamless fallback to Google AI Studio pay-as-you-go billing once the daily subscription limit is reached.

Examples & Use Cases

  • Custom Extensions & MCP: Allow developers to build SDK integrations (like Model Context Protocol) to connect Deep Research to local codebases, private databases, or internal wikis that a web UI cannot index.
  • IDE & CLI Workflows: Enable engineers to run Deep Research directly from their terminal or code editor, keeping them in their workflow instead of forcing them into a browser.
  • Competitive Parity: Match the standard set by Anthropic (Claude Code) and OpenAI (Codex CLI), which both allow Pro subscribers to power programmatic, local tools using their consumer quotas.
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Scope & Feasibility
While standard Gemini usage is generous, this request is strictly scoped to the highly constrained Deep Research daily limit (currently capped at a small number of queries). We are only asking to share this specific, tightly controlled quota.

Strategic Benefits for Google

  • Zero Marginal Cost: Because this utilizes the exact same daily Deep Research pool already allocated to the subscriber's Gemini app, it introduces no additional compute cost or abuse vectors.
  • Organic SDK Adoption Funnel: This acts as a powerful product-led growth mechanism. Allowing developers to prototype with the Deep Research SDK using their subscription credits lowers the barrier to entry, inevitably converting them into paid, high-volume Google AI Studio customers once their projects scale.
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Please 🙂

sweet ibex
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Hi there @lone wharf, thanks for reaching out! We appreciate your suggestion on shared quotas for Deep Research across our platforms and SDK access!