Agents

Vertex AI Search

Enterprise search and discovery powered by Google AI

Visit Vertex AI Search
★4.4ratingPricing · FreemiumHot
The FalcoScan Intel PanelVertex AI Search · Agents
Data updated 2 November 2026
Opportunity
High
Band
Saturation
Open
Band
Wrapper risk
Low
Band
Momentum
Hot
Market trend
Rating
4.4
of 5 · FalcoScan rating

Agents AI has a narrow moat on average, from the moat scores of its rated products. What protects Agents AI tools, and the widest moats

The Brief

What Vertex AI Search does

Vertex AI Search lets enterprises build AI-powered search and discovery experiences — connecting to structured and unstructured data with grounding, filtering, and LLM synthesis.

How Vertex AI Search compares with its closest alternatives

All 5 closest alternatives have a free plan, as Vertex AI Search does. Among the 2 that list a starting price, the cheapest is Flowise Cloud at $35 a month and the median is $265. All 5 offer an API, as Vertex AI Search does. Vertex AI Search offers a web app. Of the alternatives, 4 offer a web app. Vertex AI Search was founded in 2023; the alternatives were founded between 2016 and 2023, 1 of them earlier. Vertex AI Search is based in Mountain View, United States; 1 of the 2 alternatives with a known headquarters is in the United States too, and the others in China.

Market position · Agents

How Vertex AI Search compares in Agents

Vertex AI Search has high opportunity and sits in the top third of 423 live Agents tools on FalcoScan. Across Agents, the average opportunity score is 72.6 and the average saturation score 31.5. FalcoScan rates Vertex AI Search's own market position as open. 179 of the 423 operating Agents tools have hot momentum, and FalcoScan has recorded 15 shutdowns in the category.

Vertex AI Search compared with its closest alternatives
ProductOpportunitySaturationPricingPricing fromFree planAPIPlatformsMomentum
Vertex AI SearchFounded 2023 · Mountain View, United StatesHighOpenFreemium—YesYesWeb, APIHot
Dify.aiFounded 2023 · Suzhou, ChinaHighOpenFreemium—YesYesWeb, DesktopStable
Botpress ProFounded 2016 · San Francisco, United StatesModerateOpenFreemium$495/moYesYesWebRising
GlenHighOpenPaid—YesYesAPI, CLI, Self-hostedStable
FlowiseFounded 2023 · Remote-firstHighContestedFree—YesYesWeb, DesktopStable
Flowise CloudFounded 2023 · Remote-firstHighOpenFreemium$35/moYesYesWebStable

Exact opportunity and saturation scores for all 6 of these, and where each ranks in Agents.

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What it ships with

Capabilities & who uses it

The capabilities Vertex AI Search exposes to builders and the verticals it currently serves.

AI Capabilities
Semantic SearchRagSynthesis
Industry Verticals
Enterprise
Tagged

Vertex AI Search shows up when builders search for these

enterprise-searchgroundingdiscoverygoogle-cloudstructured
Similar tools · Agents

Alternatives to Vertex AI Search

Products still running that do the same job, from the agents market and related ones, closest match first.

See the Agents market
Agents
Dify.ai

Open-source LLM app development platform with agent workflows

★ 4.6Opportunity High
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Botpress Pro

Open-source AI chatbot platform with enterprise features

★ 4.4Opportunity Moderate
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Glen

Shared learning layer that feeds company context to every agent

Opportunity High
Paid
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Flowise

Open-source low-code platform to build LLM agent flows

★ 4.6Opportunity High
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Flowise Cloud

Hosted LLM flow builder with visual agent creation

★ 4.5Opportunity High
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Voiceflow Pro

Design and deploy AI agents across any channel at scale

★ 4.5Opportunity High
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Featured in
Questions

Vertex AI Search: common questions

Is Vertex AI Search free?

Vertex AI Search has a free tier, with paid plans.

What are the best alternatives to Vertex AI Search?

The closest alternatives to Vertex AI Search that are still running, matched on the AI capabilities, uses and audience they share, are Dify.ai, Botpress Pro, Glen, Flowise, and Flowise Cloud.

Is Vertex AI Search still running?

Yes. As of 2 November 2026, FalcoScan lists Vertex AI Search as operating at cloud.google.com.

Where is Vertex AI Search based?

Vertex AI Search is headquartered in Mountain View, United States.

Does Vertex AI Search have an API?

Yes. Vertex AI Search offers an API.

Who is Vertex AI Search for?

Vertex AI Search is built for enterprises and developers.

How do I sign in to Vertex AI Search?

Sign in on Vertex AI Search's own website, cloud.google.com. FalcoScan reviews Vertex AI Search but does not run its accounts, so logins, passwords and billing are handled by Vertex AI Search directly.

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