What are the main differences between Coveo and Deviniti?

Coveo and Deviniti differ in features, pricing, and target audience. Coveo excels in specific use cases while Deviniti offers different strengths. Our detailed comparison covers all key differences to help you choose.

Which is better: Coveo or Deviniti?

The better choice between Coveo and Deviniti depends on your specific needs. Consider factors like budget, required features, team size, and technical requirements. Our comparison tool helps you evaluate both options side-by-side.

How much does Coveo cost compared to Deviniti?

Pricing varies between Coveo and Deviniti. Both offer different pricing tiers and models. Check our detailed pricing comparison to see which fits your budget and requirements better.

Can I switch from Coveo to Deviniti easily?

Migration between Coveo and Deviniti depends on your current setup and data. Many tools offer migration assistance or import features. Review our migration guide section for specific steps and considerations.

What integrations do Coveo and Deviniti support?

Both Coveo and Deviniti offer various integrations with popular tools and platforms. Our comparison includes a detailed integration matrix to help you ensure compatibility with your existing tech stack.

Coveo vs Deviniti

Make an informed decision with our comprehensive comparison. Discover which RAG solution perfectly fits your needs.

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Priyansh KhodiyarDevRel at CustomGPT.ai

Fact checked and reviewed by Bill Cava

Published: 01.04.2025Updated: 25.04.2025

In this comprehensive guide, we compare Coveo and Deviniti across various parameters including features, pricing, performance, and customer support to help you make the best decision for your business needs.

Overview

Welcome to the comparison between Coveo and Deviniti!

Here are some unique insights on Coveo:

Coveo adds RAG features to its enterprise search platform, folding AI answers into a unified index of SharePoint, Salesforce, file shares, and more. It’s powerful, especially with built-in permission filters, but setup targets larger orgs that already rely on Coveo for search.

And here's more information on Deviniti:

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Enjoy reading and exploring the differences between Coveo and Deviniti.

Detailed Feature Comparison

Features	Coveo	Deviniti	CustomGPTRECOMMENDED
Data Ingestion & Knowledge Sources	Pulls content from a long list of enterprise sources—SharePoint, Salesforce, ServiceNow, Confluence, databases, file shares, Slack, websites—and merges it all into one index with native connectors. Runs OCR and handles structured data, so it can index scanned docs, intranet pages, knowledge articles, and even multimedia. Keeps the index fresh with incremental crawls, push APIs, and scheduled syncs—new or updated content shows up fast.	Builds custom pipelines to pull in pretty much any source—internal docs, FAQs, websites, databases, even proprietary APIs. Works with all the usual suspects (PDF, DOCX, etc.) and can tap uncommon sources if the project needs it. Project case study Designs scalable setups—hardware, storage, indexing—to handle huge data sets and keep everything fresh with automated pipelines. Learn more	Lets you ingest more than 1,400 file formats—PDF, DOCX, TXT, Markdown, HTML, and many more—via simple drag-and-drop or API. Crawls entire sites through sitemaps and URLs, automatically indexing public help-desk articles, FAQs, and docs. Turns multimedia into text on the fly: YouTube videos, podcasts, and other media are auto-transcribed with built-in OCR and speech-to-text. View Transcription Guide Connects to Google Drive, SharePoint, Notion, Confluence, HubSpot, and more through API connectors or Zapier. See Zapier Connectors Supports both manual uploads and auto-sync retraining, so your knowledge base always stays up to date.
Integrations & Channels	Ships Atomic UI components you can drop into search pages, support hubs, or commerce sites to surface generative answers. Connects natively to platforms like Salesforce and Sitecore, letting AI answers appear right inside tools your team already uses. Need a custom channel? Its robust REST APIs let you build bespoke chatbots or virtual assistants on top of Coveo’s retrieval engine.	Plugs the chatbot into any channel you need—web, mobile, Slack, Teams, or even legacy apps—tailored to your stack. Spins up custom API endpoints or webhooks to hook into CRMs, ERPs, or ITSM tools (dev work included). Integration approach	Embeds easily—a lightweight script or iframe drops the chat widget into any website or mobile app. Offers ready-made hooks for Slack, Zendesk, Confluence, YouTube, Sharepoint, 100+ more. Explore API Integrations Connects with 5,000+ apps via Zapier and webhooks to automate your workflows. Supports secure deployments with domain allowlisting and a ChatGPT Plugin for private use cases. Hosted CustomGPT.ai offers hosted MCP Server with support for Claude Web, Claude Desktop, Cursor, ChatGPT, Windsurf, Trae, etc. Read more here. Supports OpenAI API Endpoint compatibility. Read more here.
Core Chatbot Features	Uses Relevance Generative Answering (RGA)—a two-step retrieval plus LLM flow that produces concise, source-cited answers. Respects permissions, showing each user only the content they’re allowed to see. Blends the direct answer with classic search results so people can dig deeper if they want.	Builds a domain-tuned AI chatbot with multi-turn memory, context, and any language you need (local LLMs included). Can add lead capture, human handoff, and tight workflow hooks (e.g., IT tickets) exactly as you specify. Case study	Reduces hallucinations by grounding replies in your data and adding source citations for transparency. Benchmark Details Handles multi-turn, context-aware chats with persistent history and solid conversation management. Speaks 90+ languages, making global rollouts straightforward. Includes extras like lead capture (email collection) and smooth handoff to a human when needed.
Customization & Branding	Atomic components are fully styleable with CSS, making it easy to match your brand’s look and feel. You can tweak answer formatting and citation display through configs; deeper personality tweaks mean editing the prompt.	Everything’s bespoke: UI, tone, flows—whatever matches your brand. Slots into your existing tools with custom styling and domain-specific dialogs—changes just take dev effort. Custom approach	Fully white-labels the widget—colors, logos, icons, CSS, everything can match your brand. White-label Options Provides a no-code dashboard to set welcome messages, bot names, and visual themes. Lets you shape the AI’s persona and tone using pre-prompts and system instructions. Uses domain allowlisting to ensure the chatbot appears only on approved sites.
L L M Model Options	Runs primarily on OpenAI GPT models via Azure OpenAI, delivering high-quality text. If you prefer another model, the Relevance-Augmented Passage Retrieval API lets you plug in your own LLM. Handles model tuning and prompt optimization behind the scenes, though you can override via API when needed.	Pick any model—GPT-4, Claude, Llama 2, Falcon—whatever fits your needs. Fine-tune on proprietary data for insider terminology, but swapping models means a new build/deploy cycle. Our services	Taps into top models—OpenAI’s GPT-4, GPT-3.5 Turbo, and even Anthropic’s Claude for enterprise needs. Automatically balances cost and performance by picking the right model for each request. Model Selection Details Uses proprietary prompt engineering and retrieval tweaks to return high-quality, citation-backed answers. Handles all model management behind the scenes—no extra API keys or fine-tuning steps for you.
Developer Experience ( A P I & S D Ks)	Provides mature REST APIs and SDKs (Java, .NET, JavaScript) for indexing, connector management, and querying. Ready-made Atomic and Quantic components help you add generative answers to the front end fast. Docs are enterprise-grade, with step-by-step guides for pipelines and index management.	Delivers a project-specific API—JSON over HTTP—made exactly for your endpoints. Docs, samples, and support come straight from Deviniti engineers, not a public SDK. Project example	Ships a well-documented REST API for creating agents, managing projects, ingesting data, and querying chat. API Documentation Offers open-source SDKs—like the Python `customgpt-client`—plus Postman collections to speed integration. Open-Source SDK Backs you up with cookbooks, code samples, and step-by-step guides for every skill level.
Integration & Workflow	Slots into enterprise workflows by indexing multiple systems without moving the data. Incremental indexing and push updates mean new content is searchable almost immediately. Generative answer widgets can be embedded wherever you need a unified search experience.	Deeply embeds into enterprise flows—internal portals, mobile apps, you name it—using custom code. Can trigger ERP actions or open tickets automatically when the bot escalates a query. Integration case	Gets you live fast with a low-code dashboard: create a project, add sources, and auto-index content in minutes. Fits existing systems via API calls, webhooks, and Zapier—handy for automating CRM updates, email triggers, and more. Auto-sync Feature Slides into CI/CD pipelines so your knowledge base updates continuously without manual effort.
Performance & Accuracy	Pairs keyword search with semantic vector search so the LLM gets the best possible context. Reranking plus smart prompts keep hallucinations low and citations precise. Built on a scalable architecture that handles heavy query loads and massive content sets.	Uses best-practice retrieval (multi-index, tuned prompts) to serve precise answers. Fine-tunes on your data to squash hallucinations, though perfecting it may need ongoing tweaks. Our approach	Delivers sub-second replies with an optimized pipeline—efficient vector search, smart chunking, and caching. Independent tests rate median answer accuracy at 5/5—outpacing many alternatives. Benchmark Results Always cites sources so users can verify facts on the spot. Maintains speed and accuracy even for massive knowledge bases with tens of millions of words.
Customization & Flexibility ( Behavior & Knowledge)	Fine-tune which sources and metadata the engine uses via query pipelines and filters. Integrates with SSO/LDAP so results are tailored to each user’s permissions. Developers can tweak prompt templates or inject business rules to shape the output.	Total control: add new sources with custom pipelines, tweak bot tone, inject live API calls—whatever you dream up. Everything’s bespoke, so updates usually involve a quick dev sprint. Case details	Lets you add, remove, or tweak content on the fly—automatic re-indexing keeps everything current. Shapes agent behavior through system prompts and sample Q&A, ensuring a consistent voice and focus. Learn How to Update Sources Supports multiple agents per account, so different teams can have their own bots. Balances hands-on control with smart defaults—no deep ML expertise required to get tailored behavior.
Pricing & Scalability	Sold under enterprise licenses—pricing depends on sources, query volume, and feature set. Scales to millions of queries with 99.999 % uptime and regional data-center options. Usually involves annual contracts with volume tiers and optional premium support.	Project-based pricing plus optional maintenance—great for unique enterprise needs. Your infra (cloud or on-prem) handles the load; the solution is built to scale to millions of queries. Client portfolio	Runs on straightforward subscriptions: Standard (~$99/mo), Premium (~$449/mo), and customizable Enterprise plans. Gives generous limits—Standard covers up to 60 million words per bot, Premium up to 300 million—all at flat monthly rates. View Pricing Handles scaling for you: the managed cloud infra auto-scales with demand, keeping things fast and available.
Security & Privacy	Holds ISO 27001/27018 and SOC 2 certifications, plus HIPAA-compatible deployments. Granular access controls ensure users only see what they’re authorized to view. Can run in private cloud or on-prem for organizations with strict data-residency needs.	Deploy on-prem or private cloud for full data control and compliance peace of mind. Uses strong encryption, access controls, and hooks into your existing security stack. Security details	Protects data in transit with SSL/TLS and at rest with 256-bit AES encryption. Holds SOC 2 Type II certification and complies with GDPR, so your data stays isolated and private. Security Certifications Offers fine-grained access controls—RBAC, two-factor auth, and SSO integration—so only the right people get in.
Observability & Monitoring	Built-in analytics dashboard tracks query volume, engagement, and generative-answer performance. Detailed pipeline logs can be exported for deeper analysis. Supports A/B testing in the query pipeline to measure impact and fine-tune relevance.	Custom monitoring ties into tools like CloudWatch or Prometheus to track everything. Can add an admin dashboard or SIEM feeds for real-time analytics and alerts. More info	Comes with a real-time analytics dashboard tracking query volumes, token usage, and indexing status. Lets you export logs and metrics via API to plug into third-party monitoring or BI tools. Analytics API Provides detailed insights for troubleshooting and ongoing optimization.
Support & Ecosystem	Comes with enterprise-grade support—account managers, 24/7 help, and extensive training programs. Large partner network and the Coveo Connect community provide docs, forums, and certified integrations. Regular product updates and industry events keep you ahead of the curve.	Hands-on support from Deviniti—from kickoff through post-launch—direct access to the dev team. Docs, training, and integrations are built around your stack, not one-size-fits-all. Our services	Supplies rich docs, tutorials, cookbooks, and FAQs to get you started fast. Developer Docs Offers quick email and in-app chat support—Premium and Enterprise plans add dedicated managers and faster SLAs. Enterprise Solutions Benefits from an active user community plus integrations through Zapier and GitHub resources.
Additional Considerations	Coveo goes beyond Q&A to power search, recommendations, and discovery for large digital experiences. Deep integration with enterprise systems and strong permissioning make it ideal for internal knowledge management. Powerful but best suited for organizations with an established IT team to tune and maintain it.	Can build hybrid agents that run complex, transactional tasks—not just Q&A. You own the solution end-to-end and can evolve it as AI tech moves forward. Custom governance	Slashes engineering overhead with an all-in-one RAG platform—no in-house ML team required. Gets you to value quickly: launch a functional AI assistant in minutes. Stays current with ongoing GPT and retrieval improvements, so you’re always on the latest tech. Balances top-tier accuracy with ease of use, perfect for customer-facing or internal knowledge projects.
No- Code Interface & Usability	Admin console and Atomic components let you get started with minimal code. The end-user search UI is polished, but full generative setup usually calls for developer involvement. Great for teams that already have technical resources or use Coveo today; more complex than a pure no-code tool.	No out-of-the-box no-code dashboard—IT or bespoke admin panels handle config. Everyday users chat with the bot; deeper tweaks live with the tech team.	Offers a wizard-style web dashboard so non-devs can upload content, brand the widget, and monitor performance. Supports drag-and-drop uploads, visual theme editing, and in-browser chatbot testing. User Experience Review Uses role-based access so business users and devs can collaborate smoothly.

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Final Thoughts

We hope you found this comparison of Coveo vs Deviniti helpful.

If robust search plus AI answers across many touchpoints is your goal—and you have the resources for a fuller implementation—Coveo is worth exploring. For a quick standalone chatbot, its breadth could be more than you need.

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Priyansh Khodiyar

DevRel at CustomGPT.ai. Passionate about AI and its applications. Here to help you navigate the world of AI tools and make informed decisions for your business.