Can I Keep Coveo with Sitecore AI? A Decision Framework

The Question Every Sitecore + Coveo Customer Is Asking

This article is written from a deliberately vendor-neutral seat. Our team includes a 2× Sitecore Technology MVP and Coveo alumni, and we’ve delivered 50+ platform audits across composable DXP environments — including composable clients like iA, FTQ, and Cirque du Soleil. We don’t get paid to recommend one search vendor over another, which means we can give you a straight answer.

Below is the framework we use with clients facing this exact decision. By the end, you’ll know whether to keep Coveo with Sitecore AI, switch to Sitecore Search, or run a hybrid for a transition period.

Yes — You Can Technically Keep Coveo

Let’s get the technical question out of the way first. Coveo’s connectors and APIs continue to support Sitecore environments, including XM Cloud under the new Sitecore AI banner. The official Coveo for Sitecore documentation is actively maintained, and Coveo’s headless search APIs work cleanly against any composable front end you’ve built on top of XM Cloud.

So if your only worry is “will it still work?” — yes, you can keep Coveo with Sitecore AI without breaking anything. Your existing query pipelines, ML models, indexes, and analytics dashboards remain functional. There is no forced deprecation, no hard cutoff, and no signal from either vendor that the integration is being killed.

Furthermore, Coveo continues to invest in features that go well beyond what Sitecore Search currently offers — particularly around relevance tuning, multi-source federation, and enterprise search use cases that span beyond the marketing site.

The Real Question: Should You Keep Coveo?

Now for the harder conversation. Just because you can keep Coveo with Sitecore AI doesn’t mean you should. The Sitecore AI rebrand changes the economics and the roadmap conversation in ways that deserve honest analysis. You can see how Sitecore is positioning the bundle on the official Sitecore AI page.

Specifically, Sitecore is increasingly bundling Sitecore Search into AI-tier contracts, which means many customers are paying for it whether they use it or not. At the same time, Coveo is a separately licensed product with its own renewal cycle, its own implementation team, and its own learning curve. As a result, the question becomes: are you getting enough additional value from Coveo to justify carrying two search platforms?

For some teams, the answer is a clear yes. For others, it’s a clear no. And for a meaningful slice of customers, the honest answer is “we’re not sure” — which is exactly the situation our framework is designed to resolve.

Signs You Should Keep Coveo

Here are the strongest signals that you should keep Coveo with Sitecore AI rather than switching to Sitecore Search.

• You federate across more than just Sitecore. If Coveo is indexing SharePoint, Salesforce, ServiceNow, product catalogs, or knowledge bases alongside your Sitecore content, switching to Sitecore Search means losing federation. That’s a non-starter for most enterprise search use cases.
• You have mature ML models and query pipelines. Coveo’s machine learning is genuinely differentiated, and tuning it took your team months. Throwing that away for a less mature search experience is a real cost.
• You’re running commerce or support search, not just marketing. Coveo’s strength in product discovery and case deflection isn’t matched by Sitecore Search today.
• You have a composable strategy with multiple best-of-breed vendors. Composable clients we’ve worked with — like iA Financial Group and Fonds de solidarité FTQ — explicitly chose best-of-breed components over a single vendor stack. If that’s your philosophy, keeping Coveo is consistent with it.
• You have Coveo expertise in-house. Replacing skilled Coveo administrators is harder than it sounds. Continuity has value.

If two or more of these signals apply to you, the case to keep Coveo with Sitecore AI is strong.

Signs You Should Switch to Sitecore Search

On the other hand, here are the signals that point toward consolidation on Sitecore Search.

• Coveo only indexes Sitecore content. If your Coveo implementation is essentially a more expensive version of what Sitecore Search now offers natively, the bundle math becomes hard to justify.
• You’re already paying for Sitecore Search in your bundle. Many Sitecore AI customers don’t realize they’re double-paying. Check your latest renewal carefully.
• Your search use case is simple. Basic site search, faceted navigation, and type-ahead don’t need Coveo’s depth.
• You’re consolidating vendors as a strategic priority. Some organizations are deliberately reducing tool sprawl, and search is a logical place to start.
• Your Coveo implementation is unmaintained or underused. If nobody owns it and nobody tunes it, you’re paying enterprise prices for commodity search.

If two or more of these apply, switching deserves serious consideration — but only after a proper migration plan.

The Hybrid Option Nobody Mentions

Here’s an option neither vendor will pitch you: run both, deliberately, for a defined window. Specifically, keep Coveo with Sitecore AI for the use cases where Coveo wins (federated enterprise search, commerce, support), and use Sitecore Search for the use cases where it’s good enough (marketing site search, content discovery inside the CMS authoring experience).

Additionally, the hybrid approach gives you a safe migration path. You can pilot Sitecore Search on a single section, measure the results against Coveo on real traffic, and make a data-driven decision rather than a vendor-driven one. We’ve seen this work especially well for organizations with complex digital footprints that span marketing, commerce, and support — exactly the kind of composable environments where forcing a single search vendor would create more problems than it solves.

For a deeper side-by-side look, see our Sitecore Search vs. Coveo comparison and the broader Sitecore AI decision guide.

Your Decision Framework

Here’s the framework we use with clients deciding whether to keep Coveo with Sitecore AI. Walk through these five questions in order, and the answer usually becomes obvious.

1. What does Coveo index that Sitecore Search can’t? If the answer is “nothing meaningful,” you have a consolidation candidate. If the answer includes business-critical sources, you have a Coveo retention case.
2. What’s the real cost of Coveo, fully loaded? Add license, implementation partner fees, internal admin time, and tuning effort. Compare it to the marginal cost of Sitecore Search inside your current bundle.
3. What’s the cost of switching? Migration, retraining ML models, rebuilding query pipelines, retraining users — none of these are free. Be honest about them.
4. What does your composable strategy say? If best-of-breed is a stated principle, that should weigh heavily. If vendor consolidation is a stated principle, the same.
5. What does the data say? Run a pilot. Measure relevance, conversion, and user satisfaction on real traffic before deciding.

Most importantly, don’t let either vendor make this decision for you. The right answer depends on your federation needs, your composable principles, and your total cost of ownership — not on which sales rep called you last. To learn more about how Sengo evaluates Coveo deployments specifically, see our Coveo platform page.

If you want a vendor-neutral, MVP-led assessment of whether to keep Coveo with Sitecore AI in your specific environment, we can help.