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RAG Tools · Reviewed 19 Oct 2026

Ragie

Managed RAG platform for AI agents with real-time indexing and retrieval.

from $100 · free tier · ragie.ai ↗

Paid against free › RAG Tools › Ragie

Ragie at a glance

SEO analysis

Collected Oct 19, 2026

ragie.ai: an estimated 10,323 total monthly visits and about 107 monthly organic visits across 69 ranking keywords. Scout crawled 15 pages and measured a technical health score of 86/100.

10.3KEstimated total trafficModeled monthly visits69Ranking keywordsPublic search sample86/100Technical health15 pages checked1.1KReferring domainsLive backlink summary

Overview

01

Summary

The useful answer before the supporting detail.

Ragie is a fully managed RAG-as-a-Service platform that provides APIs for indexing, retrieval, and connectors, enabling AI agents and assistants to access company-specific knowledge with citations and multimodal support S1. It is used by developers and enterprises building context-powered AI applications, solving the problem of grounding AI in accurate, up-to-date company data S1. The platform's practical value lies in its real-time indexing, pre-built connectors, and flexible deployment options, reducing the complexity of building and maintaining RAG pipelines S1.

02

Product identity and positioning

Name, category, positioning, audience, and first-party claims.

  • Identity: Ragie is a fully managed RAG-as-a-Service platform S1.
  • Core purpose: Provides APIs for indexing, retrieval, and connectors to ground AI agents in company knowledge S1.
  • Intended users: Developers and enterprises building context-powered AI applications S1.
  • Product scope: A platform with APIs, connectors, and retrieval features, not a single app S1.
  • Positioning: Positioned as "The Context Engine for Agents, Assistants, and Apps" S1.
  • Claimed distinction: Handles the full retrieval pipeline with vector, keyword, and summary indexes for accurate context S1.
03

Use cases and audiences

Who the product serves and the jobs it is designed to handle.

AudiencePractical use case
DevelopersBuild AI assistants with accurate, company-specific knowledge S1.
EnterprisesIngest and retrieve from enterprise content sources like SharePoint and Backblaze S56.
Sales teamsEnhance sales tech with precise, high-recall retrieval from product data and customer interactions S1.
Support teamsConnect tickets, product logs, and knowledge base articles to explain recurring problems S63.
Financial analystsTrace financial performance across years and reconcile reports S63.

Features

09

Features and capabilities

Core functions and evidence-backed product capabilities.

CapabilityWhat it does
Multimodal ingestionParses and indexes text, PDFs, images, audio, and video S1.
Hybrid retrievalBuilds vector, keyword, and summary indexes and combines them for accurate context S1.
Pre-built connectorsSyncs from Google Drive, Notion, Confluence, Slack, and more automatically S1.
API accessProvides APIs for structured data, entity extraction, and retrieved context S1.
Flexible deploymentDeploys in the cloud, in your own VPC, or on-prem S1.
Agentic retrievalSupports automatic query decomposition, multi-hop retrieval, and grounded answers S56.
MCP serverOffers a hosted, streamable MCP server for connecting agents S56.
10

Integrations and ecosystem

Connected products, exports, APIs, and workflow compatibility.

Integration or interfaceTypeWhat it enables
Google Drive, Notion, SlackIntegrationSyncs content automatically for indexing S1.
ConfluenceIntegrationSyncs content automatically for indexing S1.
Zendesk, IntercomIntegrationPulls help-center articles with metadata S56.
SharePoint, BackblazeIntegrationIngests enterprise assets S56.
WebhooksWebhookProvides real-time monitoring of connection events S130.
MCP ServerAI interfaceConnects agents to knowledge base with a single API key S63.
APIAPIRetrieves structured data, entities, or context S1.

Pricing

11

Pricing and plans

Published plans, free access, trials, credits, and pricing limitations.

Plan or offerVerified price and billingIncludedLimits
Free$0 per month S47Included usage, e.g., 10 GB and 10 hours free S47Try for free S47
Starter$100 per month S47Pages at $0.02 extra S47Audio and video at $0.0067 per minute S47
Pro$500 per month S47Pages at $0.05 extra (high-resolution) S47Storage $0.002 per page per month S47
EnterpriseContact sales S47Custom S47Custom terms S47
Additional connectors$250 per additional connector / month S47Not establishedNot established
Audio/video storage$0.12 per GB per month S47Not establishedNot established
Audio processing$0.0067 per minute S47Not establishedNot established
Video processing$0.025 per minute S47Not establishedNot established

Competition

12

Competitive landscape

Domains competing for the same organic search demand.

Sampled competitors

CompetitorFirst-page appearancesSampled queriesAverage positionQueries observed
reddit.com223ragie ai, rag as a service
youtube.com226.5ragie ai, rag as a service
ragflow.io111rag as a service
linkedin.com112ragie ai
lettria.com112rag as a service
progress.com114ragie ai
aws.amazon.com114rag as a service
crunchbase.com115ragie ai
meilisearch.com115rag as a service
box.com116rag as a service

Website intelligence — Collected evidence

Customers, testimonials, and first-party review claims

No supporting public-page evidence was collected for this category.

Independent review sources discovered

No links to supported independent review platforms were discovered on the collected pages.

14

AI visibility

Measured ChatGPT and Google AI mentions with cited sources.

AI-assistant referral traffic

  • Estimated current generative-AI referral share: 1.5%
MonthSource
—All AI assistants

Website intelligence — Collected evidence

Site-stated AI capabilities

Page typeEvidenceSource
pricingTry for freehttps://www.ragie.ai/pricing
pricing[Contact sales](<mailto:sales@ragie.ai ?subject=Hello>)https://www.ragie.ai/pricing
pricingYes. You can customize your funding increment (the amount of credits added each time your balance needs to be funded, default is $100). You can also set a monthly spending cap in your billing settings, and we'll never charge you beyond that amount for the remainder of the month. Both can be configured anytime in your billing settings.https://www.ragie.ai/pricing
integrationsSign in[https://www.ragie.ai/
integrationsRagie combines intelligent indexing and retrieval, document parsing, and entity extraction to power your AI with accurate, reliable context.https://www.ragie.ai/
integrations](https://secure.ragie.ai/sign-up?_gl=1*1niiud6*_gcl_au*MTQ1MDUzNDgwLjE3NzUxNTQ3OTQ.)0https://www.ragie.ai/
integrationsTrusted by teams building context-powered AI, from startups to large enterprises.https://www.ragie.ai/
integrationsGive your AI the context it needs to work.https://www.ragie.ai/
integrationsGet startedhttps://www.ragie.ai/
integrationsEverything you need to build context-powered AI.https://www.ragie.ai/
integrationsSign in[https://www.ragie.ai/
integrationsRagie combines intelligent indexing and retrieval, document parsing, and entity extraction to power your AI with accurate, reliable context.https://www.ragie.ai/
integrations](https://secure.ragie.ai/sign-up?_gl=1*1niiud6*_gcl_au*MTQ1MDUzNDgwLjE3NzUxNTQ3OTQ.)0https://www.ragie.ai/
integrationsTrusted by teams building context-powered AI, from startups to large enterprises.https://www.ragie.ai/
integrationsGive your AI the context it needs to work.https://www.ragie.ai/
integrationsGet startedhttps://www.ragie.ai/
integrationsEverything you need to build context-powered AI.https://www.ragie.ai/
changesSign in[https://www.ragie.ai/changelog

These are first-party product claims, not independent measurements of AI-search visibility.

15

Marketing opportunities

Actions calculated directly from the collected evidence.

OpportunityRecommended actionEvidence
Striking-distance keywordMove “rag as a service” from position 5 toward the top three.Volume 260 · https://www.ragie.ai/
Important pageStrengthen the page already earning search visibility before creating an unrelated page.https://www.ragie.ai/blog/ragie-outperformed-financebench · 1 sampled keywords · best position 7
Competitor gapReview the sampled queries where reddit.com appears.2 first-page appearances across ragie ai, rag as a service

Website intelligence — Collected evidence

Website evidence gaps

  • features: no usable public page was collected; verify whether the site publishes this evidence.
  • customers: no usable public page was collected; verify whether the site publishes this evidence.
  • reviews: no usable public page was collected; verify whether the site publishes this evidence.
  • identity: no usable public page was collected; verify whether the site publishes this evidence.
  • technical: no usable public page was collected; verify whether the site publishes this evidence.

Trust and proof

16

Customers, proof, and reviews

Published proof, customer signals, and review evidence.

Independent reviews

PlatformPageHow it was foundNote
CapterraRagie AI Software Pricing, Alternatives & More 2026 / CapterraGrounded web search## What is Ragie AI used for? Other Artificial Intelligence (AI) Software Overall rating Based on 0 user reviews 0.0 Reviews sentiment Positive Neutral Negative Starting price Contact vendor for pricing Free version not included
Product HuntRagie Product Information and Latest Updates (2025) / Product HuntGrounded web search# Ragie Build RAG applications on your user data •1 review• 716 followers Visit websiteFollow ... What isRagie? Ragie is a RAG-as-a-Service platform that helps developers seamlessly integrate RAG into their applications. Ragie Connect takes it a
RightAIChoiceRagie Connect Pricing & Features (2026) / RightAIChoiceGrounded web searchWe ran a structured research pass across product reviews, community discussions, and post-purchase forum threads to surface the patterns vendors won't publish themselves. Below: the recurring strengths, the hidden costs people mention most, and the cohort that consistently regrets adopting this tool. ... 95% positive 5% critical ... - − Limited real-world user feedback beyond launch day. - − Potential credit exhaustion can pause syncs mid-project. - − No clear indication of B2C suitability from
comparisons.customgpt.aiRagie Review 2025 - Features, Pricing & AnalysisGrounded web searchis a fully managed RAG-as-a-Service platform that enables developers to build AI applications connected to their data with simple APIs. Originally developed for Glue chat app, it offers multimodal support

Customer proof

No named customers, testimonials, or customer case studies were found.

Independent mentions

  • How we built agentic retrieval ragie.ai / Hacker News — How we built agentic retrieval ragie.ai / Hacker News ... We spent a lot of time at ragie.ai getting agentic retrieval right. Like a lot of stuff these days, the demo-quality version came together quickly, but the real work was making it reliable across domains with messy input data, and getting it to refuse instead of hallucinate when the source data wasn't sufficient to answer a query. Classic RAG (embed and fetch) breaks down on compositional or scoped questions. Our approach treats retrieval
  • ragieai/ragie-mcp-server — # ragieai/ragie-mcp-server ... - Stars: 91 - Forks: 19 - Watchers: 91 - Open issues: 2 - License: MIT License - Default branch: main - Created: 2025-02-28T00:23:00Z ## Languages ... # IMPORTANT! *This project is no longer needed*. Ragie now supports MCP natively as a streamable HTTP server. See docs here: https://docs.ragie.ai/docs/mcp-overview If you would like users within your company to be able to access you knowledge base in applications like AI modelor ChatGPT, you may need MCP Bridge ...
  • ragieai/ragie-python — # ragieai/ragie-python The Ragie python client - Stars: 58 - Forks: 5 - Watchers: 58 - Open issues: 0 - Default branch: main - Created: 2024-08-08T22:53:09Z ... SDK is in beta, and there may be breaking changes between versions without a major version

External links were grounded in one live web search. Search snippets are leads, not independently scraped page content; rejected links remain available in Review evidence.

17

Company, security, and trust

Ownership, policies, security signals, and public trust evidence.

SignalFindingSource
Company and ownershipFounder & CEO, Ellissource
Contact and supportQuestions or concerns? Reading this privacy notice will help you understand your privacy rights and choices. If you do not agree with our policies and practices, please do not use our Services. If you still have any quessource
Legal and privacySOC 2 Type II, GDPR, HIPAA, CCPAsource
Security and complianceSOC 2 Type II, GDPR, HIPAA, CCPAsource
Uptime and status pageNot published on the collected pages.—
Domain registered2024-03-27—
Domain expires2028-03-27—

Not found on the collected pages: uptime and status page. This only means Scout did not find it on the pages it read; it says nothing about the company itself.

18

Documentation and product updates

Help resources, product guidance, and visible changes over time.

Resource or updateTypeWhat is availableDate or freshness
ChangelogChangelogStay up to date with the latest Ragie releases, including new features, platform improvements, and major updates. (source)Not dated

Not found in the collected public sources: public roadmap, status page, separate help center or knowledge base.

Technical

19

Technical and delivery signals

Delivery model, platforms, API, data ownership, reliability claims and release activity.

SignalFindingSource
Delivery model (cloud, self-hosted, desktop, browser extension)Deploy in the cloud, in your own VPC, or on-prem S1.S1
Platforms and appsWeb-based API platform S1.S1
API and extensibility (API, SDK, webhooks, MCP, plugins)Provides APIs, webhooks, and MCP server S1 S130 S56.S1 S130 S56
Data ownership and exportNot published on the collected pages.—
Performance and reliability claimsClaims optimized database indexing for faster assembly and API key lookups S56.S56
Release activityChangelog documents frequent updates S56.S56
20

Measured infrastructure

Domain, certificate, and hosting signals, measured directly.

SignalFinding
Domain registered2024-03-27 — GoDaddy.com, LLC
Domain expires2028-03-27
First archived2024-05-17 — web archive
TLS certificateGoogle Trust Services, valid, expires 2026-11-27
Security headersHSTS
Headers not servedCSP, X-Content-Type-Options, X-Frame-Options, Referrer-Policy
Server headercloudflare
Mail handled byaspmx.l.google.com, alt1.aspmx.l.google.com
Nameserversns32.domaincontrol.com, ns31.domaincontrol.com

Not measurable: rdap: exceeded the overall budget; wayback: exceeded the overall budget; tls: exceeded the overall budget; dns: exceeded the overall budget; headers: exceeded the overall budget. A gap here means the lookup was unavailable, not that the finding is negative.

21

Technical site audit

A bounded multi-page crawl with page-level issues and URLs.

Scout — Bounded technical crawl

  • Pages crawled: 15 of 15 maximum
  • Technical health: 86/100
  • Critical issues: 0
  • Warnings: 37
  • Notices: 9

Issues

SeverityIssueValueAffected URL
noticeMeta description length should be reviewed202https://www.ragie.ai/
warningPage should have one primary H12https://www.ragie.ai/
warningMissing canonical URL—https://www.ragie.ai/
noticeMeta description length should be reviewed202https://www.ragie.ai/
warningPage should have one primary H12https://www.ragie.ai/
warningMissing canonical URL—https://www.ragie.ai/
warningMissing canonical URL—https://www.ragie.ai/advanced-rag-engine
warningTitle length should be reviewed5https://www.ragie.ai/parse
warningPage should have one primary H12https://www.ragie.ai/parse
warningMissing canonical URL—https://www.ragie.ai/parse
noticeMeta description length should be reviewed257https://www.ragie.ai/agentic-retrieval
warningPage should have one primary H12https://www.ragie.ai/agentic-retrieval
warningMissing canonical URL—https://www.ragie.ai/agentic-retrieval
warningMissing canonical URL—https://www.ragie.ai/mcp-server
noticeMeta description length should be reviewed202https://www.ragie.ai/multimodal
warningMissing canonical URL—https://www.ragie.ai/multimodal
noticeMeta description length should be reviewed172https://www.ragie.ai/mcp-bridge
warningMissing canonical URL—https://www.ragie.ai/mcp-bridge
warningMissing canonical URL—https://www.ragie.ai/connectors
warningTitle length should be reviewed5https://www.ragie.ai/tools
warningMissing canonical URL—https://www.ragie.ai/tools
warningTitle length should be reviewed9https://www.ragie.ai/changelog
warningMissing canonical URL—https://www.ragie.ai/changelog
warningTitle length should be reviewed9https://www.ragie.ai/teams/legal
noticeMeta description length should be reviewed202https://www.ragie.ai/teams/legal
warningPage should have one primary H14https://www.ragie.ai/teams/legal
warningMissing canonical URL—https://www.ragie.ai/teams/legal
noticeMeta description length should be reviewed202https://www.ragie.ai/teams/sales-tech
warningPage should have one primary H14https://www.ragie.ai/teams/sales-tech
warningMissing canonical URL—https://www.ragie.ai/teams/sales-tech
warningTitle length should be reviewed6https://www.ragie.ai/teams/edtech
noticeMeta description length should be reviewed202https://www.ragie.ai/teams/edtech
warningPage should have one primary H14https://www.ragie.ai/teams/edtech
warningMissing canonical URL—https://www.ragie.ai/teams/edtech
noticeMeta description length should be reviewed202https://www.ragie.ai/teams/productivity
warningPage should have one primary H14https://www.ragie.ai/teams/productivity
warningMissing canonical URL—https://www.ragie.ai/teams/productivity
warningDuplicate title in audit sample2https://www.ragie.ai/
warningDuplicate title in audit sample2https://www.ragie.ai/
warningDuplicate meta description in audit sample2https://www.ragie.ai/
warningDuplicate meta description in audit sample2https://www.ragie.ai/
warningDuplicate meta description in audit sample5https://www.ragie.ai/multimodal
warningDuplicate meta description in audit sample5https://www.ragie.ai/teams/legal
warningDuplicate meta description in audit sample5https://www.ragie.ai/teams/sales-tech
warningDuplicate meta description in audit sample5https://www.ragie.ai/teams/edtech
warningDuplicate meta description in audit sample5https://www.ragie.ai/teams/productivity

Crawled pages

StatusTitleH1sWordsResponseURL
200Ragie \The Context Engine for Agents , Assistants, and Apps2330560 ms
200Ragie \The Context Engine for Agents , Assistants, and Apps23305464 ms
200Advanced RAG Engine: Built for All Data Types1128429 mshttps://www.ragie.ai/advanced-rag-engine
200Parse256780 mshttps://www.ragie.ai/parse
200Agentic Retrieval289940 mshttps://www.ragie.ai/agentic-retrieval
200Ragie Context-Aware MCP Server144727 mshttps://www.ragie.ai/mcp-server
200Native Audio & Video RAG. Now in Ragie.186368 mshttps://www.ragie.ai/multimodal
200Ragie MCP Bridge126933 mshttps://www.ragie.ai/mcp-bridge
200Ragie Connect: Managed Data Connectors for AI166536 mshttps://www.ragie.ai/connectors
200Tools129357 mshttps://www.ragie.ai/tools
200Changelog1230737 mshttps://www.ragie.ai/changelog
200For Teams472725 mshttps://www.ragie.ai/teams/legal
200Sales Tech490346 mshttps://www.ragie.ai/teams/sales-tech
200Edtech472140 mshttps://www.ragie.ai/teams/edtech
200Productivity471955 mshttps://www.ragie.ai/teams/productivity

This is a bounded Scout crawl. Core Web Vitals and Lighthouse scores are not claimed unless a dedicated performance audit is connected.

22

Search Console and Analytics

First-party search and behavioral data connection state.

Modeled acquisition channels

ChannelEstimated share
direct40.0%
search34.2%
search organic32.7%
search paid1.5%
social6.3%
social organic5.6%
social paid0.7%
referrals10.1%
paid referrals3.1%
mail3.0%
gen ai1.5%
affiliate1.9%
other0.0%

First-party connections

IntegrationStatusData available after connection
Google Search ConsoleNot connectedClicks, impressions, CTR, average position, queries, pages, countries, and devices
Google AnalyticsNot connectedOrganic sessions, engagement, landing pages, conversions, geography, and devices

No first-party Search Console or Analytics numbers are shown until the site owner authorizes the corresponding Google account. Scout traffic model values above are modeled estimates, not private analytics totals.

Limits and method

23

Limitations and open questions

Known constraints and missing evidence from the collected pages.

The collected pages do not mention specific competitors. Evidence gaps include lack of detailed pricing for Enterprise plans, no explicit uptime guarantees, and no independent review ratings. Open questions remain about data export capabilities and specific security certifications beyond claims.

24

Sources, method, and limitations

Evidence inventory, collection method, provider use, and constraints.

This report is based on 15 collected pages from ragie.ai, including the homepage, pricing, changelog, and policy pages. Static and browser rendering rendering were used; external proof search was enabled but only verified existence of results. Limitations include potential outdated pricing and lack of third-party verification of claims.

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