AI Agent Index
ByHeather MacAvelia·Independently reviewed·Published Mar 18, 2026·Updated Aug 5, 2026
Independently verified against live vendor data on Aug 5, 2026.

Google's agentic research feature that plans, browses hundreds of web sources and returns cited multi-page reports. Free on every Gemini plan, with higher limits via Google AI Pro at $19.99/mo (USD).

How we scored it

Autonomy

4/5

Integrations

3/5

Pricing clarity

5/5

Evidence

5/5

Setup

5/5

The facts

Gemini Deep Research is the agentic research feature inside Google's Gemini app. Given a research question it generates a visible, editable multi-step plan, then autonomously browses dozens to hundreds of sources, synthesizes the findings and produces a multi-page report citing each claim back to its source. The plan can be edited before execution, so a researcher can correct course before the agent starts. Google states the only requirements are a Gemini account and being 18 or over, so the full agentic workflow can be run before any payment. Best fit: analysts, consultants and researchers who need multi-source synthesis on complex topics in one automated pass. Google Search is the default source, and Deep Research can also draw on a user's own Gmail and Drive, on uploaded files, and on Gemini Notebook notebooks, so it is not confined to the open web. Finished reports export to Google Docs for collaborative editing. Google publishes no MCP server for the Gemini app, re-verified August 2026 against the vendor's MCP path, its llms.txt and the mcp subdomain. Google's own MCP announcements cover Google Cloud, Gemini Enterprise and the Gemini API rather than the consumer app. Named gaps remain: no access to paywalled academic databases such as PubMed full text, Scopus or Web of Science, no Zotero or Mendeley citation management, and no scheduled or recurring research runs. All figures here are USD, read from Google's own United States storefront after switching region, because one.google.com geo-serves local currency. Deep Research runs on the free tier at standard limits. Google AI Plus at $4.99 per month adds 2x usage limits. Google AI Pro at $19.99 per month adds 4x limits, a one million token context window, and the Pro model for Deep Research specifically. Google AI Ultra is sold as a 5x tier at $99.99 and a 20x tier at $199.99 per month, adding Deep Think and report visuals such as charts and diagrams. The tier below is the one to understand: Plus runs the same Deep Research model as the free tier and carries no million token context, so it buys volume rather than capability. Limits are daily and concurrent request caps rather than a monthly report count. Google publishes no annual rate anywhere public, though its help center states Pro can be billed monthly or annually. Deep Research is not suited to systematic reviews needing peer-reviewed coverage, because it cannot reach paywalled journals or institutional databases. For academic-database-grounded and PRISMA-compliant workflows, Elicit ($49/mo billed annually) and Rayyan (free basic tier, paid from $4.99/mo) provide academic-native pipelines. ChatGPT Deep Research ($20/mo) is the closest direct competitor, and Perplexity AI ($17/mo billed annually) suits source-display-first workflows. Teams handling confidential material should note three things. Gemini activity auto-deletes after 18 months by default, adjustable to 3 or 36 months or never. Chats already sampled for human review are disconnected from the account and kept up to 3 years. Turning off Keep Activity to stop model training also disables Workspace Connected Apps. Google's SOC 2 Type II, ISO/IEC 27001 and HIPAA coverage names the Gemini app explicitly, but does so within Google Workspace and Cloud Identity scope, and HIPAA additionally requires a Business Associate Amendment. A consumer Google One AI plan carries none of those agreements, so those certifications describe the app as bought through Workspace rather than at $19.99. Current state Q3 2026: the paid model line is Gemini 3.1 Pro, Deep Research itself runs on 3 Pro, NotebookLM has been renamed Gemini Notebook, and Google AI Ultra now sells as separate 5x and 20x tiers. Independent review evidence for this listing is the parent Gemini profile on G2 rather than a Deep Research specific corpus.

Pricing

freemium · $19.99/mo

View pricing ↗

Segment

b2c

Setup

easy

Verified

Aug 5, 2026

Transparency

Public

Contract

Monthly or Annual

Data training

Opt-out

Autonomy

Human Optional

Capabilities

deep-researchmultimodalweb-searchreport-generation

Pros & Limitations

Editorial assessment

Pros

  • Deep Research runs on the free Gemini tier with no payment required, so the full agentic workflow can be evaluated before subscribing, and Google AI Pro adds a one million token context window plus the Pro model.
  • Google Search is the default source, giving broad and current coverage from Google's own index, and Deep Research can additionally draw on Gmail, Drive, uploaded files and Gemini Notebook rather than the open web alone.
  • Every claim in a report is cited back to its source and reports export directly to Google Docs, which makes the output auditable and immediately editable by a team.

Limitations

  • Deep Research cannot reach paywalled academic journals or institutional databases such as PubMed full text, Scopus or Web of Science, so it is unsuitable for systematic reviews needing peer-reviewed coverage.
  • The cheaper Google AI Plus plan at $4.99 per month adds usage volume rather than capability, because it runs the same Deep Research model as the free tier and excludes the one million token context window.
  • Gemini activity is used to improve Google's models by default, and turning off Keep Activity to prevent that also disables Workspace Connected Apps, while chats already sampled for human review are retained up to 3 years.

Technical Details

Deployment
webmobileapi
Model architectureGemini 3 model family, with Gemini 3.1 Pro on paid tiers and Deep Research running on 3 Pro
Autonomous rateAgentic: Gemini Deep Research plans, browses and synthesizes across hundreds of sources end-to-end, with the user reviewing the plan before execution and the report after
Integrations
Google SearchGoogle DocsGoogle DriveGmailGemini NotebookYouTube
Security
SOC 2 Type IIISO 27001GDPRHIPAACCPA

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Rating

4.2/ 5

Editorial score

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Recognition

Transparent PricingListed 2026
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Industries

B2B

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