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What leaders and teams rolling out Gemini Enterprise report, with every finding tied to its evidence.

Read the findings

What the evidence says

Whose sources count

Practitioner sentiment, all users

−42 Negative from 48 sources that take a side

How this figure is made

Negative overall signal, net 42 points negative

From 43 authors in 44 discussions. Run a pilot on your team's recurring tasks to measure how often answers are used without rework.

Analyzed
70 total sources
Top praise
Search Across Company Data (5 of 8 sources) See praise evidence
Top concern
Setup & Admin Work (12 of 12 sources) See concern evidence

Aug 2025 to Oct 2026.

56 sources from practitioners, by month and sentiment.

Across 56 public accounts the read leans negative, with 25 negative, 18 mixed, and 5 positive. All 12 sources on setup and admin work raise it as a problem, and all 10 on billing and license pushes do too. Search across company data draws the most praise, 5 of 8 positive, while agents draw criticism for sharing limits and bugs in published ADK agents.

Positive, mixed and negative sources

The score counts them as 5 positive, 15 mixed and 23 negative votes, one per author. See How the numbers work.

See the evidence

Below: 4 praise themes, 5 concerns, 2 close to agreement and 1 disagreement.

Findings

Counted for All users, from 56 sources. Change group

What practitioners praise

Every capability practitioners describe positively, ranked by how many sources say so. Open one to read who said it.

  1. Search Across Company Data5 of 8 sources on it praise itFinding answers across Drive, Salesforce, Jira, BigQuery, and other connected systems, and whether it uses the right source.

    Counted for All users.

    Positive, 5

    1. Positive

      katzskat, Hacker News commenter

      Launch HN: Onyx (YC W24) - Open-source chat UIHacker News comment

      Says the value of Google's Agentspace for the author is its ability to answer from company data through connectors.

      Published Nov 25, 2025self-described: Comparing an open-source chat tool with Google Agentspace

    2. Positive

      Royal-Strength6807, Reddit r/sales poster and salesperson

      Does your company have its own internal ChatGPT?Reddit post, r/sales

      Asks it about industry pain points or last year's closed lost deals and gets real answers from Salesforce notes and internal documents, and calls it an underrated tool at the author's company.

      Published Nov 7, 2025self-described: Salesperson whose company bought Google Agentspace

    3. Mixed

      Mark Ekvall, author of Tested In Production

      Gemini Enterprise: Google's Bet on AI That Knows Your BusinessNewsletter review, Tested In Production

      The author timed simple queries at 15 to 30 seconds and complex automations at 60 seconds. It turned a requirements document into five correct Jira tickets, but once suggested the author prioritize a Jira ticket marked Done three weeks earlier.

      Published Oct 24, 2025self-described: One person testing Gemini Enterprise for three weeks against Gmail, Drive, Calendar, and Jira

    4. Mixed

      AintLosingShit, Reddit r/googlecloud commenter

      Agentspace - Yay or Nay?Reddit comment, r/googlecloud

      Across about 15 pilots, search over Workspace, Slack, Jira, and Confluence worked well, while agents and actions were not yet worth the extra license cost.

      Published Sep 4, 2025self-described: About 15 Agentspace pilots

    5. Mixed

      Unfair-Enthusiasm-30, Reddit r/googlecloud poster

      Response quality difference between Discovery Engine API and Agentspace AppReddit post, r/googlecloud

      In a trial, Agentspace answered well from company documents in several languages and of varying quality. The same setup rebuilt through the Discovery Engine API gave very poor answers.

      Published Aug 10, 2025self-described: One-month Agentspace trial on company documents

    Mixed or negative, 3

    1. Negative

      caml_, Reddit r/googlecloud poster

      Which GC solution use to build a client-facing AI agent?Reddit post, r/googlecloud

      A Gemini Enterprise chatbot connected to their Drive data store did not use the knowledge base unless told to search Drive, and the range of Google Cloud AI products left the team lost.

      Published Feb 11, 2026self-described: Team moving from AWS and testing Google Cloud agent tools on a Drive knowledge base

    2. Mixed

      jjajang_mane, Reddit r/googlecloud poster

      Using Data Stores in Gemini EnterpriseReddit post, r/googlecloud

      With accounts and transactions in separate BigQuery data stores, Gemini Enterprise often answered account questions from the wrong table, even when told which data store to use.

      Published May 12, 2026self-described: Single-user Workspace organization testing data stores on a personal project

    3. Negative

      Hellcho, Reddit r/googlecloud commenter

      Anyone out there using Agentspace? What's your experience like so far?Reddit comment, r/googlecloud

      After business teams indexed their whole Salesforce and Jira systems, data indexing cost US$700k, very few people used it, and every team deleted its Agentspace apps.

      Published Nov 20, 2025self-described: Company-wide Agentspace rollout to business teams over Salesforce and Jira

    GILD's fact checks, which don't count as sources

    Checked Oct 28, 2026.The app enforces document-level access controls to help prevent leakage of information through search, the assistant, or agents, and lets admins index connector data with the minimum permissions required. Gemini Enterprise app FAQs

    Open them in the record
  2. Answer Quality4 of 7 sources on it praise itAccuracy and usefulness of answers and research from company documents and the web.

    Counted for All users.

    Positive, 4

    1. Positive

      bitexploder, Hacker News commenter

      Gemini 3.7 FlashHacker News comment

      Says Google's Flash models make more sense alongside Gemini Enterprise and Workspace, where documents, images, and business reasoning matter, and that Gemini 3.1 Pro was the author's default for discussion outside software.

      Published Aug 14, 2026self-described: Using Gemini models for business work outside software

    2. Mixed

      happyopossum, Hacker News commenter

      Gemini 3 Flash: Frontier intelligence built for speedHacker News comment

      Disputes that Gemini answers fast without citing sources: in Gemini Enterprise, 3 Pro took so long re-checking a source that the author thought something was broken.

      Published Dec 17, 2025self-described: Using Gemini 3 Pro inside Gemini Enterprise for research tasks

    3. Mixed

      Unfair-Enthusiasm-30, Reddit r/googlecloud poster

      Response quality difference between Discovery Engine API and Agentspace AppReddit post, r/googlecloud

      In a trial, Agentspace answered well from company documents in several languages and of varying quality. The same setup rebuilt through the Discovery Engine API gave very poor answers.

      Published Aug 10, 2025self-described: One-month Agentspace trial on company documents

    4. Positive

      Royal-Strength6807, Reddit r/sales poster and salesperson

      Does your company have its own internal ChatGPT?Reddit post, r/sales

      Asks it about industry pain points or last year's closed lost deals and gets real answers from Salesforce notes and internal documents, and calls it an underrated tool at the author's company.

      Published Nov 7, 2025self-described: Salesperson whose company bought Google Agentspace

    Mixed or negative, 3

    1. Mixed

      jjajang_mane, Reddit r/googlecloud poster

      Using Data Stores in Gemini EnterpriseReddit post, r/googlecloud

      With accounts and transactions in separate BigQuery data stores, Gemini Enterprise often answered account questions from the wrong table, even when told which data store to use.

      Published May 12, 2026self-described: Single-user Workspace organization testing data stores on a personal project

    2. Negative

      kejohnson03, Reddit r/googlecloud commenter at a midsize fintech company

      Agentspace - Yay or Nay?Reddit comment, r/googlecloud

      Their rollout is struggling: users find it hard to learn, Cloud Storage connectors cite sources as raw JSON or XML, and templated output works about half the time.

      Published Sep 19, 2025self-described: Rolling Agentspace out across a midsize fintech company with large call center and sales groups

    3. Mixed

      Mark Ekvall, author of Tested In Production

      Gemini Enterprise: Google's Bet on AI That Knows Your BusinessNewsletter review, Tested In Production

      The author timed simple queries at 15 to 30 seconds and complex automations at 60 seconds. It turned a requirements document into five correct Jira tickets, but once suggested the author prioritize a Jira ticket marked Done three weeks earlier.

      Published Oct 24, 2025self-described: One person testing Gemini Enterprise for three weeks against Gmail, Drive, Calendar, and Jira

    Open them in the record
  3. Agents & Agent Designer3 of 14 sources on it praise itNo-code agents built in Agent Designer, prebuilt agents, and ADK agents published into the Gemini Enterprise app, and sharing them with colleagues.

    Counted for All users.

    Positive, 3

    1. Positive

      jjajang_mane, Reddit r/googlecloud poster

      Gemini Enterprise + Antigravity / AI StudioReddit post, r/googlecloud

      Has been pretty happy with Gemini Enterprise and built several agents and data stores, but can only use its quota in Antigravity with invoice billing or extra pay-as-you-go spend.

      Published Aug 30, 2026self-described: Single-user Workspace organization with one Gemini Enterprise user

    2. Mixed

      esperent, Hacker News commenter and business owner

      OpenAI are quietly adopting skills, now available in ChatGPT and Codex CLIHacker News comment

      Calls its visual agent builder the best skills-style tool the author has seen, with subagents for marketing, research, and translation. Everything else felt like an early alpha, with no way to share agents.

      Published Dec 13, 2025self-described: Business owner testing Gemini Enterprise for staff in non-technical roles

    3. Mixed

      Mark Ekvall, author of Tested In Production

      Gemini Enterprise: Google's Bet on AI That Knows Your BusinessNewsletter review, Tested In Production

      The author timed simple queries at 15 to 30 seconds and complex automations at 60 seconds. It turned a requirements document into five correct Jira tickets, but once suggested the author prioritize a Jira ticket marked Done three weeks earlier.

      Published Oct 24, 2025self-described: One person testing Gemini Enterprise for three weeks against Gmail, Drive, Calendar, and Jira

    Mixed or negative, 11

    1. Mixed

      top1cent, Reddit r/googlecloud poster

      Deploying custom built agent in gemini enterpriseReddit post, r/googlecloud

      Their custom agent pipeline must run on Agent Platform before it can appear in Gemini Enterprise, and they can't find a way to ingest data through the custom route, which only lets them query the agent.

      Published May 22, 2026self-described: Team with its own agent pipeline built on ADK agents and MCP

    2. Mixed

      rikente, Reddit r/googlecloud poster

      Return file via Gemini EnterpriseReddit post, r/googlecloud

      After weeks of building ADK agents with varied results, the author could not make one return a file to the user, which the base chat and no-code agents can do.

      Published Nov 10, 2025self-described: Building ADK agents for Gemini Enterprise

    3. Mixed

      InitiativeNarrow4301, Reddit r/googlecloud poster

      ERROR Processing Files with ADK agents deployed to AgentspaceReddit post, r/googlecloud

      Added their ADK agents to Agentspace without trouble, but the custom agents could not read files users uploaded, which the root agent handled fine.

      Published Aug 26, 2025self-described: Team building ADK agents and publishing them to Agentspace

    4. Negative

      NonVeganLasVegan, Reddit r/googlecloud poster

      Agentspace and Agent Designer Can You Publish?Reddit post, r/googlecloud

      Built a no-code agent in Agent Designer and could not find how to share it with others in the organization, calling the online documentation for Agentspace severely lacking.

      Published Aug 10, 2025self-described: Evaluating Agentspace Enterprise Plus for an organization

    5. Negative

      verdverm, Hacker News commenter

      Gemini Agent IntroducedHacker News comment

      Says the slide deck from Gemini Enterprise lost Google any chance of the author's company's business, and recommends building agents in-house over any Google offering.

      Published Oct 8, 2026self-described: Company evaluating Gemini Enterprise through Google's sales team

    6. Negative

      01anasabu, GitHub user

      Subject: Gemini Enterprise Plus - Custom ADK Agent 300s getting timeout for long running tasks.tGitHub issue, google/adk-python

      The agent finishes on the backend, but the Gemini Enterprise Plus app drops the connection at about 300 seconds and shows regenerate response.

      Published Apr 17, 2026self-described: Running a long custom ADK agent from the Gemini Enterprise Plus app

    7. Negative

      anton-hajdu, GitHub user

      The Agentspace (Gemini Enterprise) Agent gets error when registered with authorizationGitHub issue, google/adk-python

      An ADK agent registered with authorization fails in Gemini Enterprise with an error that it finished without a response, and no combination of library versions fixed it.

      Published Nov 13, 2025self-described: Publishing an ADK agent with authorization to Gemini Enterprise

    8. Negative

      ipokestuff, Reddit r/agentdevelopmentkit commenter

      ADK Community Call Answers (Part 4): Practical Agent Design & PatternsReddit comment, r/agentdevelopmentkit

      The same agent behaves differently in Agentspace than through its own API. The author reports a bug where Agentspace sends an empty session so the agent has no memory.

      Published Nov 5, 2025self-described: Publishing ADK agents to Agentspace

    9. Negative

      NonVeganLasVegan, Reddit r/googlecloud commenter

      Agentspace - Yay or Nay?Reddit comment, r/googlecloud

      Unlike ChatGPT or Glean, the author could not get Google and Microsoft data sources to answer correctly in one instance, and found no way to share Agent Designer agents or see them as an admin.

      Published Sep 5, 2025self-described: Configuring Agentspace with Microsoft and Google identity, working with a Google partner

    10. Mixed

      AintLosingShit, Reddit r/googlecloud commenter

      Agentspace - Yay or Nay?Reddit comment, r/googlecloud

      Across about 15 pilots, search over Workspace, Slack, Jira, and Confluence worked well, while agents and actions were not yet worth the extra license cost.

      Published Sep 4, 2025self-described: About 15 Agentspace pilots

    11. Negative

      worldcitizensg, Reddit r/googlecloud poster

      What is the utter nonsense with the Google service naming ? Help needed before I start to hate the 'agent'Reddit post, r/googlecloud

      Spent more than three hours moving between Agent Builder, Agentspace, Dialogflow, and AI Applications without finding where to build a simple agent.

      Published Aug 29, 2025self-described: Trying to build a simple agent on Google Cloud

    Open them in the record
  4. Connector Range2 of 7 sources on it praise itWhich systems it connects to, such as Microsoft 365, Salesforce, Jira, Confluence, and custom MCP servers, and how well those connectors work.

    Counted for All users.

    Positive, 2

    1. Mixed

      AintLosingShit, Reddit r/googlecloud commenter

      Agentspace - Yay or Nay?Reddit comment, r/googlecloud

      Across about 15 pilots, search over Workspace, Slack, Jira, and Confluence worked well, while agents and actions were not yet worth the extra license cost.

      Published Sep 4, 2025self-described: About 15 Agentspace pilots

    2. Mixed

      Mark Ekvall, author of Tested In Production

      Gemini Enterprise: Google's Bet on AI That Knows Your BusinessNewsletter review, Tested In Production

      The author timed simple queries at 15 to 30 seconds and complex automations at 60 seconds. It turned a requirements document into five correct Jira tickets, but once suggested the author prioritize a Jira ticket marked Done three weeks earlier.

      Published Oct 24, 2025self-described: One person testing Gemini Enterprise for three weeks against Gmail, Drive, Calendar, and Jira

    Mixed or negative, 5

    1. Mixed

      Ice_hg, Reddit r/googlecloud commenter

      Gemini Enterprise replaces AgentspaceReddit comment, r/googlecloud

      Says the rebrand added little new for them, and that deeper Workspace integration does not help a Microsoft shop that would rather see the existing connectors fixed.

      Published Oct 9, 2025self-described: Existing Agentspace customer on Microsoft 365

    2. Negative

      NonVeganLasVegan, Reddit r/googlecloud commenter

      Agentspace - Yay or Nay?Reddit comment, r/googlecloud

      Unlike ChatGPT or Glean, the author could not get Google and Microsoft data sources to answer correctly in one instance, and found no way to share Agent Designer agents or see them as an admin.

      Published Sep 5, 2025self-described: Configuring Agentspace with Microsoft and Google identity, working with a Google partner

    3. Negative

      Human_Sprinkles_9772, Reddit r/googlecloud poster

      Gemini Enterprise custom MCP: "Reload custom actions" always 401s console sends SAPISIDHASH instead of OAuth Bearer to refreshDataConnectorToolsReddit post, r/googlecloud

      The custom MCP connector showed as active but never loaded any tools. The author traced it to the console sending the wrong kind of credential, which the backend rejects with a 401 error.

      Published Jun 29, 2026self-described: Connecting a custom MCP server to Gemini Enterprise in the eu region

    4. Negative

      kejohnson03, Reddit r/googlecloud commenter at a midsize fintech company

      Agentspace - Yay or Nay?Reddit comment, r/googlecloud

      Their rollout is struggling: users find it hard to learn, Cloud Storage connectors cite sources as raw JSON or XML, and templated output works about half the time.

      Published Sep 19, 2025self-described: Rolling Agentspace out across a midsize fintech company with large call center and sales groups

    5. Negative

      czechmonk, non-programmer Reddit r/googlecloud poster

      Agentspace - simple to follow documentationReddit post, r/googlecloud

      Got Agentspace access but could make no progress connecting Drive and email, and says the Google Cloud documentation is poor for someone who does not code.

      Published Aug 21, 2025self-described: Setting up Agentspace to roll out to team members

    GILD's fact checks, which don't count as sources

    Checked Oct 28, 2026.Google lists connectors for Microsoft SharePoint and Microsoft 365, Salesforce, Jira, Confluence, and HubSpot, and a custom MCP server connector. Connectors for Gemini Enterprise editions

    Open them in the record

What concerns them

Every concern practitioners raise, most raised first.

  1. Setup & Admin WorkAll 12 sources on it raise it as a concernConnecting identity, data, licenses, and apps, thin documentation, and the admin time a rollout needs.

    Counted for All users.

    1. Mixed

      fxlatitude, Reddit r/CIO poster at a 3, 000-user company

      How many here have or planning on having IA OpsReddit post, r/CIO

      Gemini Enterprise is working ok for the author's 3,000-user company, but granting access to projects and agents and setting up new features now needs a dedicated AI ops person, and AI spend has shown little return.

      Published Sep 15, 2026self-described: Company-wide Gemini Enterprise rollout at a midsize, AI-regulated US company with 3,000 users

    2. Negative

      ksajadi, Hacker News commenter

      Gemini 3.7 FlashHacker News comment

      Enabled five APIs, bought a Gemini Enterprise subscription, linked it to a project, and assigned it to a user, and the CLI still could not find it. The author could not cancel and paid US$35 for one month.

      Published Aug 13, 2026self-described: Linking Google's Antigravity CLI to a Google Cloud project

    3. No opinion stated

      Flokerrr, Reddit r/googlecloud poster

      Gemini enterprise mobile appReddit post, r/googlecloud

      The mobile app worked for the author and one colleague who signed in through the link, while every other user got an unauthorized access error.

      Published Apr 29, 2026self-described: First-time setup of the mobile app for colleagues

    4. Mixed

      MrITSupport, Reddit r/googlecloud poster

      Google Cloud and Gemini Enterprise Standard (Nano Banana Pro)Reddit post, r/googlecloud

      Chose Standard for the design team to keep company data in its own environment, then found Nano Banana Pro unavailable and could not find usage reports.

      Published Mar 27, 2026self-described: Set up Standard subscriptions for a company design team

    5. Mixed

      bjc1960, Reddit r/sysadmin poster

      Google Gemini Enterprise using M365/Azure SSOReddit post, r/sysadmin

      Set up workforce identity federation for Microsoft 365 sign-in and has it 90% working, but after a timeout users get an HTTP 400 error and must return through the Cloud console link.

      Published Jan 6, 2026self-described: Admin connecting Microsoft 365 sign-in to Gemini Enterprise for company users

    6. Negative

      lazymonster23, Reddit r/googlecloud poster

      How to use Gemini Enterprise licenses on multiple accounts?Reddit post, r/googlecloud

      Bought two Standard licenses in one project and assigned one to a service account in another, which then got a license error from the Discovery Engine API.

      Published Jan 2, 2026self-described: Assigning Gemini Enterprise Standard licenses to service accounts in two projects

    7. Negative

      czechmonk, non-programmer Reddit r/googlecloud poster

      Agentspace - simple to follow documentationReddit post, r/googlecloud

      Got Agentspace access but could make no progress connecting Drive and email, and says the Google Cloud documentation is poor for someone who does not code.

      Published Aug 21, 2025self-described: Setting up Agentspace to roll out to team members

    8. Mixed

      top1cent, Reddit r/googlecloud poster

      Deploying custom built agent in gemini enterpriseReddit post, r/googlecloud

      Their custom agent pipeline must run on Agent Platform before it can appear in Gemini Enterprise, and they can't find a way to ingest data through the custom route, which only lets them query the agent.

      Published May 22, 2026self-described: Team with its own agent pipeline built on ADK agents and MCP

    9. Mixed

      rikente, Reddit r/googlecloud poster

      Return file via Gemini EnterpriseReddit post, r/googlecloud

      After weeks of building ADK agents with varied results, the author could not make one return a file to the user, which the base chat and no-code agents can do.

      Published Nov 10, 2025self-described: Building ADK agents for Gemini Enterprise

    10. Negative

      kejohnson03, Reddit r/googlecloud commenter at a midsize fintech company

      Agentspace - Yay or Nay?Reddit comment, r/googlecloud

      Their rollout is struggling: users find it hard to learn, Cloud Storage connectors cite sources as raw JSON or XML, and templated output works about half the time.

      Published Sep 19, 2025self-described: Rolling Agentspace out across a midsize fintech company with large call center and sales groups

    11. Negative

      NonVeganLasVegan, Reddit r/googlecloud poster

      Agentspace and Agent Designer Can You Publish?Reddit post, r/googlecloud

      Built a no-code agent in Agent Designer and could not find how to share it with others in the organization, calling the online documentation for Agentspace severely lacking.

      Published Aug 10, 2025self-described: Evaluating Agentspace Enterprise Plus for an organization

    12. Mixed

      Unfair-Enthusiasm-30, Reddit r/googlecloud poster

      Response quality difference between Discovery Engine API and Agentspace AppReddit post, r/googlecloud

      In a trial, Agentspace answered well from company documents in several languages and of varying quality. The same setup rebuilt through the Discovery Engine API gave very poor answers.

      Published Aug 10, 2025self-described: One-month Agentspace trial on company documents

    Open them in the record
  2. Billing & License PushesAll 10 sources on it raise it as a concernTrial charges, indexing and pay-as-you-go costs, quota limits, and licenses bundled into Workspace renewals.

    Counted for All users.

    1. Negative

      toricox85, Reddit r/googlecloud poster

      Google Cloud charged me $100 eleven days into a 30-day free trial, promised a refund, then replaced it with internal creditReddit post, r/googlecloud

      Was charged US$100 eleven days into the 30-day Business trial. Support promised a refund that failed and was turned into internal credit, and the author's card was never repaid.

      Published Oct 22, 2026self-described: One user exploring the Business edition free trial

    2. Negative

      DevDadRob, Reddit r/gsuite poster

      Negotiating Room if I don't want Gemini?Reddit comment, r/gsuite

      The Google rep offered Workspace Business Standard at US$8.65, down from US$14, only with Gemini Enterprise Standard added, discounted from US$30 to US$16.57, which the author's 20 users do not need.

      Published Oct 9, 2026self-described: Renewing an annual Workspace plan for a 20-user company

    3. Mixed

      PablanoPato, Reddit r/gsuite poster managing about 2, 000 Google Workspace seats

      Google Partner pushing EOY Gemini Enterprise bundle deal. Is the math actually good or am I being played?Reddit post, r/gsuite

      A Google partner offered a deeper Workspace discount if the author converts 25% of about 2,000 seats to Gemini Enterprise licenses before an early renewal, and the author asks whether the math holds.

      Published Jun 16, 2026self-described: Deciding on a Workspace renewal for about 2,000 seats across three tenants

    4. Negative

      throwawayhrvoje, Reddit r/googlecloud poster

      Accidentally upgraded to a paid Cloud account, how do I cancel everything?Reddit post, r/googlecloud

      While testing the Business trial the author clicked through to Standard and Plus, started a paid Cloud account on the author's personal Gmail, and could not work out how to cancel it.

      Published Mar 18, 2026self-described: Trying the Business edition for the author's company

    5. Negative

      Hellcho, Reddit r/googlecloud commenter

      Anyone out there using Agentspace? What's your experience like so far?Reddit comment, r/googlecloud

      After business teams indexed their whole Salesforce and Jira systems, data indexing cost US$700k, very few people used it, and every team deleted its Agentspace apps.

      Published Nov 20, 2025self-described: Company-wide Agentspace rollout to business teams over Salesforce and Jira

    6. No opinion stated

      Working-Ad5965, Reddit r/googlecloud poster

      Unexpected Cloud Spanner billing while using Agentspace in GCPReddit post, r/googlecloud

      Found Cloud Spanner charges on the bill after using Agentspace, without ever provisioning Spanner, and asks whether Agentspace uses it underneath.

      Published Oct 14, 2025self-described: Using Agentspace in a Google Cloud project

    7. Negative

      PablanoPato, Reddit r/googleworkspace commenter managing about 2, 000 Google Workspace seats

      The Perplexing State of Gemini in Google WorkspaceReddit comment, r/googleworkspace

      Says features such as MCP are only in Gemini Enterprise, and that despite the reseller pushing it, a Claude Enterprise plan on the side costs the author's company less.

      Published Sep 6, 2026self-described: Workspace customer weighing Gemini Enterprise against a Claude Enterprise plan

    8. Positive

      jjajang_mane, Reddit r/googlecloud poster

      Gemini Enterprise + Antigravity / AI StudioReddit post, r/googlecloud

      Has been pretty happy with Gemini Enterprise and built several agents and data stores, but can only use its quota in Antigravity with invoice billing or extra pay-as-you-go spend.

      Published Aug 30, 2026self-described: Single-user Workspace organization with one Gemini Enterprise user

    9. Negative

      ksajadi, Hacker News commenter

      Gemini 3.7 FlashHacker News comment

      Enabled five APIs, bought a Gemini Enterprise subscription, linked it to a project, and assigned it to a user, and the CLI still could not find it. The author could not cancel and paid US$35 for one month.

      Published Aug 13, 2026self-described: Linking Google's Antigravity CLI to a Google Cloud project

    10. Negative

      lazymonster23, Reddit r/googlecloud poster

      How to use Gemini Enterprise licenses on multiple accounts?Reddit post, r/googlecloud

      Bought two Standard licenses in one project and assigned one to a service account in another, which then got a license error from the Discovery Engine API.

      Published Jan 2, 2026self-described: Assigning Gemini Enterprise Standard licenses to service accounts in two projects

    GILD's fact checks, which don't count as sources

    Checked Oct 28, 2026.Google's SKU catalog lists Business at US$21 per user per month paid yearly, Standard at US$30, and Plus at US$50, with data index storage at US$5 per GiB-month. SKUs | Google Cloud

    Open them in the record
  3. Unclear ReturnAll 9 sources on it raise it as a concernOrganizations that cannot find a use case worth the license, see little use, or pick another assistant.

    Counted for All users.

    1. Mixed

      throker, Reddit r/gsuite commenter

      Negotiating Room if I don't want Gemini?Reddit comment, r/gsuite

      Says Google has been pushing Gemini Enterprise licenses hard, that 20 users do not need it, and that the author's company uses it only for Antigravity.

      Published Oct 9, 2026self-described: Company using Gemini Enterprise licenses only for Antigravity

    2. Negative

      verdverm, Hacker News commenter

      Gemini Agent IntroducedHacker News comment

      Says the slide deck from Gemini Enterprise lost Google any chance of the author's company's business, and recommends building agents in-house over any Google offering.

      Published Oct 8, 2026self-described: Company evaluating Gemini Enterprise through Google's sales team

    3. Negative

      PablanoPato, Reddit r/googleworkspace commenter managing about 2, 000 Google Workspace seats

      The Perplexing State of Gemini in Google WorkspaceReddit comment, r/googleworkspace

      Says features such as MCP are only in Gemini Enterprise, and that despite the reseller pushing it, a Claude Enterprise plan on the side costs the author's company less.

      Published Sep 6, 2026self-described: Workspace customer weighing Gemini Enterprise against a Claude Enterprise plan

    4. Negative

      verdverm, Hacker News commenter

      Google has seriously leaned into AI enshittification latelyHacker News comment

      Says the Gemini Enterprise sales deck the author's company received was careless AI-made slides, and the author's CTO bought Anthropic licenses the same afternoon.

      Published May 26, 2026self-described: Company evaluating Gemini Enterprise through Google's sales team

    5. Mixed

      seabrookmx, Hacker News commenter

      Mozilla ThunderboltHacker News comment

      Describes Gemini Enterprise apps as front ends that add Sheets, database, and Jira context to the model. The author's company is still experimenting and has yet to find a compelling use case.

      Published Apr 16, 2026self-described: Experimenting with Gemini Enterprise at the author's company

    6. Mixed

      epolanski, Hacker News commenter

      Gemini 3.1 ProHacker News comment

      Says nearly every non-technology company the author's friends work at has Gemini Enterprise and NotebookLM, rolled out as a solution in search of problems to apply it to.

      Published Feb 19, 2026self-described: Describing what friends at banking, industrial, and legal companies in Italy were given

    7. Negative

      Hellcho, Reddit r/googlecloud commenter

      Anyone out there using Agentspace? What's your experience like so far?Reddit comment, r/googlecloud

      After business teams indexed their whole Salesforce and Jira systems, data indexing cost US$700k, very few people used it, and every team deleted its Agentspace apps.

      Published Nov 20, 2025self-described: Company-wide Agentspace rollout to business teams over Salesforce and Jira

    8. Negative

      DevDadRob, Reddit r/gsuite poster

      Negotiating Room if I don't want Gemini?Reddit comment, r/gsuite

      The Google rep offered Workspace Business Standard at US$8.65, down from US$14, only with Gemini Enterprise Standard added, discounted from US$30 to US$16.57, which the author's 20 users do not need.

      Published Oct 9, 2026self-described: Renewing an annual Workspace plan for a 20-user company

    9. Mixed

      fxlatitude, Reddit r/CIO poster at a 3, 000-user company

      How many here have or planning on having IA OpsReddit post, r/CIO

      Gemini Enterprise is working ok for the author's 3,000-user company, but granting access to projects and agents and setting up new features now needs a dedicated AI ops person, and AI spend has shown little return.

      Published Sep 15, 2026self-described: Company-wide Gemini Enterprise rollout at a midsize, AI-regulated US company with 3,000 users

    Open them in the record
  4. Product Naming Confusion8 of 9 sources on it raise it as a concernTelling Gemini Enterprise apart from Agentspace, Agent Platform, Vertex AI, AI Studio, and the Gemini app.

    Counted for All users.

    Raised as a concern, 8

    1. Negative

      bobkb, Hacker News commenter

      Gemini 4 ArgonHacker News comment

      Says that across AI Studio, Model Garden, and Gemini Enterprise it takes minutes to find a model and its documentation.

      Published Sep 30, 2026self-described: Looking for Google's models across its products

    2. Negative

      ngrilly, Hacker News commenter

      Gemini 3.6 Flash, 3.5 Flash-Lite, and 3.5 Flash CyberHacker News comment

      Complains that Google put MCP connectors in Gemini Enterprise, a product separate from the Gemini app, while the core assistant lacks them, which the author reads as Google shipping its org chart.

      Published Jul 21, 2026self-described: Workspace user comparing Google's Gemini products

    3. Mixed

      derektank, Hacker News commenter who chose a company's enterprise AI vendor

      Gemini Code Assist will be shut down on July 17Hacker News comment

      Picked Google Cloud as the author's company's primary enterprise AI vendor, then struggled to explain to colleagues how Gemini Enterprise differs from Vertex AI Studio, Code Assist, and the consumer Gemini app.

      Published Jul 3, 2026self-described: Chose Google Cloud as the author's company's primary enterprise AI vendor

    4. Negative

      SnooDoughnuts3687, Reddit r/googlecloud poster

      Confusing Documentation, Products and Gemini related namingReddit post, r/googlecloud

      After learning Vertex AI was renamed Gemini Enterprise Agent Platform, spent three hours in outdated docs and asks how Google's AI products and sites fit together.

      Published May 30, 2026self-described: Learning Google's AI products after the Agent Platform rename

    5. Negative

      worldcitizensg, Reddit r/googlecloud poster

      What is the utter nonsense with the Google service naming ? Help needed before I start to hate the 'agent'Reddit post, r/googlecloud

      Spent more than three hours moving between Agent Builder, Agentspace, Dialogflow, and AI Applications without finding where to build a simple agent.

      Published Aug 29, 2025self-described: Trying to build a simple agent on Google Cloud

    6. Negative

      ksajadi, Hacker News commenter

      Gemini 3.7 FlashHacker News comment

      Enabled five APIs, bought a Gemini Enterprise subscription, linked it to a project, and assigned it to a user, and the CLI still could not find it. The author could not cancel and paid US$35 for one month.

      Published Aug 13, 2026self-described: Linking Google's Antigravity CLI to a Google Cloud project

    7. Negative

      throwawayhrvoje, Reddit r/googlecloud poster

      Accidentally upgraded to a paid Cloud account, how do I cancel everything?Reddit post, r/googlecloud

      While testing the Business trial the author clicked through to Standard and Plus, started a paid Cloud account on the author's personal Gmail, and could not work out how to cancel it.

      Published Mar 18, 2026self-described: Trying the Business edition for the author's company

    8. Negative

      caml_, Reddit r/googlecloud poster

      Which GC solution use to build a client-facing AI agent?Reddit post, r/googlecloud

      A Gemini Enterprise chatbot connected to their Drive data store did not use the knowledge base unless told to search Drive, and the range of Google Cloud AI products left the team lost.

      Published Feb 11, 2026self-described: Team moving from AWS and testing Google Cloud agent tools on a Drive knowledge base

    Discussed without concern, 1

    1. Mixed

      throker, Reddit r/gsuite commenter

      Negotiating Room if I don't want Gemini?Reddit comment, r/gsuite

      Says Google has been pushing Gemini Enterprise licenses hard, that 20 users do not need it, and that the author's company uses it only for Antigravity.

      Published Oct 9, 2026self-described: Company using Gemini Enterprise licenses only for Antigravity

    Open them in the record
  5. Slow Responses & Bugs8 of 9 sources on it raise it as a concernLong waits, timeouts, and bugs in connectors and published agents.

    Counted for All users.

    Raised as a concern, 8

    1. Negative

      iamacarpet, Reddit r/googlecloud poster

      Gemini Enterprise timeouts in euReddit post, r/googlecloud

      One morning, users of their Gemini Enterprise app in the eu multi-region got timeouts or sat at Working on it for about 20 minutes on any chat above about 250K tokens. The author opened a P1 case with Google Support.

      Published Oct 22, 2026self-described: Organization whose users chat through Gemini Enterprise in the eu multi-region

    2. Negative

      Human_Sprinkles_9772, Reddit r/googlecloud poster

      Gemini Enterprise custom MCP: "Reload custom actions" always 401s console sends SAPISIDHASH instead of OAuth Bearer to refreshDataConnectorToolsReddit post, r/googlecloud

      The custom MCP connector showed as active but never loaded any tools. The author traced it to the console sending the wrong kind of credential, which the backend rejects with a 401 error.

      Published Jun 29, 2026self-described: Connecting a custom MCP server to Gemini Enterprise in the eu region

    3. Negative

      01anasabu, GitHub user

      Subject: Gemini Enterprise Plus - Custom ADK Agent 300s getting timeout for long running tasks.tGitHub issue, google/adk-python

      The agent finishes on the backend, but the Gemini Enterprise Plus app drops the connection at about 300 seconds and shows regenerate response.

      Published Apr 17, 2026self-described: Running a long custom ADK agent from the Gemini Enterprise Plus app

    4. Negative

      anton-hajdu, GitHub user

      The Agentspace (Gemini Enterprise) Agent gets error when registered with authorizationGitHub issue, google/adk-python

      An ADK agent registered with authorization fails in Gemini Enterprise with an error that it finished without a response, and no combination of library versions fixed it.

      Published Nov 13, 2025self-described: Publishing an ADK agent with authorization to Gemini Enterprise

    5. Negative

      ipokestuff, Reddit r/agentdevelopmentkit commenter

      ADK Community Call Answers (Part 4): Practical Agent Design & PatternsReddit comment, r/agentdevelopmentkit

      The same agent behaves differently in Agentspace than through its own API. The author reports a bug where Agentspace sends an empty session so the agent has no memory.

      Published Nov 5, 2025self-described: Publishing ADK agents to Agentspace

    6. Mixed

      Mark Ekvall, author of Tested In Production

      Gemini Enterprise: Google's Bet on AI That Knows Your BusinessNewsletter review, Tested In Production

      The author timed simple queries at 15 to 30 seconds and complex automations at 60 seconds. It turned a requirements document into five correct Jira tickets, but once suggested the author prioritize a Jira ticket marked Done three weeks earlier.

      Published Oct 24, 2025self-described: One person testing Gemini Enterprise for three weeks against Gmail, Drive, Calendar, and Jira

    7. Negative

      esperent, Hacker News commenter

      Google OpalHacker News comment

      Ran a Gemini Enterprise trial the month before and calls it a product absolutely not ready to be released.

      Published Dec 31, 2025self-described: Trial of Gemini Enterprise

    8. Mixed

      InitiativeNarrow4301, Reddit r/googlecloud poster

      ERROR Processing Files with ADK agents deployed to AgentspaceReddit post, r/googlecloud

      Added their ADK agents to Agentspace without trouble, but the custom agents could not read files users uploaded, which the root agent handled fine.

      Published Aug 26, 2025self-described: Team building ADK agents and publishing them to Agentspace

    Discussed without concern, 1

    1. Mixed

      happyopossum, Hacker News commenter

      Gemini 3 Flash: Frontier intelligence built for speedHacker News comment

      Disputes that Gemini answers fast without citing sources: in Gemini Enterprise, 3 Pro took so long re-checking a source that the author thought something was broken.

      Published Dec 17, 2025self-described: Using Gemini 3 Pro inside Gemini Enterprise for research tasks

    Open them in the record

Where the evidence agrees

Statements this group's sources agree on, then the ones close to agreement.

Close to agreement: each needs 12 supporting sources

  1. Below threshold

    Its answers are only as good as the company data it is connected to and how that data is set up.

    6 supporting sources
  2. Below threshold

    Google and its resellers push Gemini Enterprise licenses through Workspace renewals, bundles, and sales decks.

    5 supporting sources

Where it disagrees

Questions the sources split on, with the count on each side.

  • Evidence remains mixed

    Is Gemini Enterprise ready to roll out across a company?

    • Ready to roll out, 5 sources

      Some organizations and users run it as their company AI platform or prefer it to rival suites.

    • Not ready yet, 8 sources

      Others found it unfinished in trials, saw little use after rollout, or chose another vendor.

The evidence

Whose experience this is

The three groups, then every practitioner by the context they work in, and how emphasis changes with scale.

Three groups drawn from the same sources. Choose a group to select whose experience counts. Within that group, each author counts once in the practitioner sentiment, with their latest view. Signals open on All users. Leaders and teams have 8 accounts; GILD prints their sentiment from 20.

  • Leaders and teams rolling it out

    11 sources. These accounts focus on licensing, renewals, rollout cost, and admin work, from IT and business leaders and company-wide rollouts.

  • Individual users

    45 sources. These accounts focus on search quality, data stores, and agents, from people using Gemini Enterprise for their own work.

  • All users

    56 sources. This gives the broadest read. Most sources are Reddit and Hacker News accounts that state no team size, so it combines individual users, admins, and buyers.

56 sources from practitioners, by the context they work in. Filled rows count for this group.

  1. Individual userOne person using it for their own work45 sources, counted here

    Emphasizes Search over company data, data stores, and trial billing

  2. Small team2 to 10 people sharing itNo sources from this setting yet
  3. DepartmentA department, or a named company's team1 sources, counted here

    Emphasizes Workspace renewals that bundle Gemini Enterprise licenses

  4. IT & leadershipIT and business leaders deciding the rollout4 sources, counted here

    Emphasizes Licensing, renewals, and choosing between Google and another assistant

  5. Organization-wideCompany-wide rollout6 sources, counted here

    Emphasizes Company-wide rollouts, indexing cost, and the admin work they need

What changes with scale. Individual users talk about whether search finds the right data store and whether published agents work. IT and business leaders talk about Workspace renewals that bundle Gemini Enterprise licenses and whether the spend returns anything. Company-wide rollouts report the indexing cost and admin time behind steady use, and in one case teams that deleted their apps.

Where the sources come from

Where this group's sources were published.

Counted for All users, from 56 sources. Change group

70 sources for this group, 14 of them documentation

  • Communities & Admin Forums52, 74% of 70 sources
  • Product Documentation14, 20% of 70 sources
  • Business Blogs & Announcements4, 6% of 70 sources

Older evidence is retained when it still applies. Sources that name Agentspace, or a setting Google has since changed, stay in the history, marked Needs a recheck.

See sources by origin

The record

Who each source is, how it knows, whether it still applies and what it counts toward.

Newest first, on its own page. Every count above opens its sources there.

Read all 70 sources

About this read

What changed, and how we count

What changed

  • Nov 1, 2026: since Oct 30 the page prints one vote per author, and a figure given on the weighted reading is the second view. Individual users read −38 and all users −42; leaders and teams are unscored.
  • Oct 31, 2026: lists Case Western Reserve's rollout announcement without counting it, because the university announced the rollout as a partnership with Google. On the weighted reading, leaders and teams keep too few sources for a reading, and all practitioners move from −35 to −41.
  • Oct 30, 2026: a second-model check removed the Cognizant and Wipro Operator Insights, since each rests on a partner's release marketing its own Google Cloud services; their Signals records stay listed and uncounted. Case Western Reserve's card no longer mentions an earlier notetaker ban, which its announcement does not state.
  • Builds the evidence base from public sources only: each source links to the page it comes from and names its author and publication date.
  • Shows a finding in a view only when at least 5 sources from 3 different authors discuss it, and a disagreement only with at least 2 sources on each side.
  • Counts Gemini Enterprise and its earlier name, Google Agentspace, together. Leaves out the consumer Gemini app, Gemini in Workspace on its own, and Gemini Enterprise Agent Platform.
  • Checks every documentation page against Google Cloud's current pages, docs, and SKU catalog.
  • Oct 28, 2026: the Hub adds Operator Insights from GILD's research ledger, each with a quote checked against its source: Case Western Reserve's campus-wide rollout and the Cognizant and Wipro partner deployments. The research ledger's other records for this product were already counted under other page addresses, so the Signals sources and scores are unchanged.

Method

A running review of what people using Gemini Enterprise at work report, from individual users to company-wide rollouts. Each finding links to its sources, and each conflict shows both sides.

Counts cover only the sources GILD reviewed.

Who counts

Leaders and teams rolling it out
Small team, Department, IT & leadership, Organization-wide
Individual users
Individual user
All users
Everyone in the leaders and teams and individual users groups

Choose a group to select whose experience counts. Within that group, each author counts once in the practitioner sentiment, with their latest view. GILD files each source in a group from how the account describes its author. A role or employer marked self-described is what the source states about themselves. Documentation checks facts for every group and never counts toward sentiment.

How the numbers work

  • Overall signal. Positive votes minus negative ones, per 100 votes from the sources that take a side. Each author counts once, with their latest view, whoever they are and wherever they posted. The older weighted reading, where accounts GILD matched to a named person count three times when GILD lists the author among IT and business leaders and twice otherwise, is shown beside it as a second view. Where an author wrote more than one source, the line beside the split gives the votes, one per author, so the score follows from it. When one author's sources from the same day disagree, that author counts as mixed, and a half point rounds away from zero. Sources with no opinion are listed and not counted. Strong positive is +50 or higher, positive +20 to +49, mixed −19 to +19, negative −20 to −49, strong negative −50 or lower.
  • Weighted reading, second view. Counted the older way, where an account GILD matched to a named person counts two or three times, all users read −41 negative (method sentiment/S1). GILD printed that number as "GILD score" until October 29, 2026; most of those matches rest on a name or a self-described role.
  • Method change, Oct 30, 2026. GILD changed how practitioner sentiment counts, to one vote per author. Weighted, it read −35 Negative; with one vote per author it reads −39 Negative. No evidence changed.
  • Unscored. A group gets a score only with 20 sources from 15 authors. Below that, one source moves the score about 5 points, so the read says "Unscored until 20 sources from 15 authors" and shows its counts.
  • Independence. A source whose author works for the vendor, for one of its partners or programs, or for a competitor, and a page the vendor published or ran, is listed with that tie and counts toward nothing. One author counts on at most two records per product. The line under the score says how many authors and how many separate discussions the counted sources come from: comments in one thread are one discussion.
  • Praise and concerns. How many of the sources that discuss a theme praise it or raise it.
  • Consensus. A statement joins when 20% of the group's sources support it and fewer contradict it. Contradicting sources are counted separately. Below that line a statement shows as building. At 40% or more it reads Strong agreement; below, Recurring point.
  • Disagreements. The count on each side. GILD names no winner and gives no share of all users.
  • Minimum evidence. A finding needs 5 sources from 3 authors; a disagreement also needs 2 on each side. Smaller counts stay in the table below, marked under the minimum.

Labels on a source

A source's date and whether it still applies are separate: a recent post can describe an old version, and an old one can still hold.

Documented
Stated in official documentation.
Reported
A practitioner's account of their own use.
Measured
Backed by the source's own measurements, such as a comparative test or tracked team metrics.
GILD analysis
GILD's check of a claim against official documentation.
Current
Describes the product as it is now.
Still applicable
Older, and the behavior or lesson still holds.
Needs a recheck
May depend on a plan, version or setting that changed since it was written. It keeps counting until GILD rechecks it, since the rest of the account usually holds, and its card says so.
Out of date
No longer accurate. Kept in the record; counts toward nothing current.

Flagged for a recheck, of the sources that take a side: leaders and teams 1 of 8, individual users 12 of 40, all users 13 of 48.

Limits

  • Google renamed Google Agentspace to Gemini Enterprise on October 9, 2025, so accounts under both names count. These figures come from 70 reviewed sources, including 56 practitioner accounts and 14 documentation pages; they do not represent all customers. GILD collected them by searching Reddit, Hacker News, and GitHub for both names, which favors people asking for help with a problem. Reddit supplies 34 and Hacker News 16. Case Western Reserve University's own announcement and one named practitioner's three-week review add first-hand detail. Two Google Cloud partners' press releases, a Google employee, and a partner engineer stay listed and count toward nothing.
  • Sources that name Agentspace describe the same product under its earlier name. Google later renamed Vertex AI to Gemini Enterprise Agent Platform, a separate developer product this Hub leaves out. Sources whose settings may have changed since are marked Needs a recheck.

Every count, and the sources behind it

15 findings for 3 groups

Each row opens its sources for the group you are reading.

FindingLeaders and teams rolling it outIndividual usersAll usersSources
Current readCurrent sentiment0 positive, 4 mixed, 4 negative5 positive, 14 mixed, 21 negative5 positive, 18 mixed, 25 negativeSources
PraiseConnector Range0 of 1 positive (under the minimum)2 of 6 positive2 of 7 positiveSources
PraiseAgents & Agent Designer1 of 1 positive (under the minimum)2 of 13 positive3 of 14 positiveSources
PraiseAnswer Quality0 of 1 positive (under the minimum)4 of 6 positive4 of 7 positiveSources
ConcernBilling & License Pushes4 of 4 raise it (under the minimum)6 of 6 raise it10 of 10 raise itSources
ConcernSetup & Admin Work2 of 2 raise it (under the minimum)10 of 10 raise it12 of 12 raise itSources
ConcernProduct Naming Confusion1 of 1 raise it (under the minimum)7 of 8 raise it8 of 9 raise itSources
ConcernSlow Responses & Bugs0 of 0 raise it (under the minimum)8 of 9 raise it8 of 9 raise itSources
ConcernPermissions & Data Exposure0 of 0 raise it (under the minimum)2 of 4 raise it (under the minimum)2 of 4 raise it (under the minimum)Sources
ConcernUnclear Return4 of 4 raise it (under the minimum)5 of 5 raise it9 of 9 raise itSources
ConsensusAnswers follow the connected data1 supporting (under the minimum)5 supporting (below threshold)6 supporting (below threshold)Sources
ConsensusSold hard through renewals3 supporting (under the minimum)2 supporting (under the minimum)5 supporting (below threshold)Sources
DisagreementIs Gemini Enterprise ready to roll out across a company?Ready to roll out 2, Not ready yet 4Ready to roll out 3, Not ready yet 4Ready to roll out 5, Not ready yet 8Sources
Current readEvidence mix25 sources59 sources70 sourcesSources

Fact checks

GILD's checks of claims against official documentation, kept apart from the source counts.