By the Clarity Team. Last updated and pricing verified: 28 August 2026

This Clarity vs Medallia comparison looks at conversation coverage, deployment model, and pricing structure. Both vendors cover voice-of-customer analytics. They part ways on how much of the conversation set gets analyzed, where the data can live, and what drives the bill.

Clarity is best for enterprise CX teams that want AI to resolve, score and analyze 100% of customer conversations, with pricing and deployment shaped around their operation.

Medallia is best for enterprises needing one vendor for surveys, contact center, EX, and research across complex hierarchies.

Both platforms aggregate customer feedback and apply text analytics to surface patterns across channels. The real split shows up in two facts. Medallia's G-Cloud 14 product description characterizes Medallia Experience Cloud as a software-as-a-service suite, so deployment is cloud-only. Clarity publishes three deployment paths: cloud, in-country, and on-premise (onclarity.com/deployment). Coverage differs too. Clarity's AI Quality Agent scores 100% of conversations across voice, chat, email and WhatsApp, against the 5 to 10% sampling typical of manual QA (onclarity.com/agent-qa), and Medallia's equivalent coverage rate isn't published. For teams researching Medallia competitors on coverage depth and deployment flexibility, that's the starting point.

Clarity vs Medallia: which should you pick?

The fixed field set below pulls only from published, sourced figures. Where neither vendor has published a number, the cell says so rather than guessing.

Now the feature breakdown, priced or flagged as unpublished in every cell:

Medallia earns two clear points on this grid. It publishes an entry price for Agent Connect that a buyer can find without a sales call, and its named contact center product line covers more sub-products than Clarity currently lists. It also covers more languages in total. Clarity's advantage sits in coverage depth and deployment flexibility. The 100% QA coverage figure is a specific, sourced number where Medallia's equivalent isn't published, and on-premise and in-country hosting aren't offered by Medallia's SaaS-only Experience Cloud.

Clarity vs Medallia: why teams choose Clarity

The decision usually comes down to three questions. What does this cost? How much of the conversation set actually gets analyzed? Where does the data live and does it hold up under audit? Here's how the two vendors answer each one.

Pricing

Medallia's enterprise pricing model, per independent benchmarking, combines a platform fee, per-user charges, and consumption-based add-ons (Vendor Benchmark). The $39/month figure that shows up on review sites belongs to Agent Connect specifically, not the full Experience Cloud suite (SoftwareWorld), so it isn't a like-for-like comparison to an enterprise VoC deployment. Full Medallia enterprise contracts also typically start in the six-figure range.

Clarity prices the problem, not the payroll. Pricing is usage-based and scales with conversation volume, and the number is set after a joint scoping exercise: which conversations, which channels, and which measurable business outcomes you're trying to move, alongside the current cost of handling them. A walkthrough at onclarity.com/demo is where that scoping starts. That has three practical consequences for a buyer:

• Headcount isn't taxed. Adding agents, analysts or product teams to the platform doesn't change the bill on its own. Booking.com went from 40 to 400+ users across 80+ product teams and renewed.

• Cost tracks value delivered. You pay against the volume the platform actually works on, so spend follows coverage and resolution rather than seat licenses sitting idle.

• The scope is agreed before the contract. Teams size the problem together up front, which is why pilots are structured around named outcomes rather than a generic trial, reflecting how the focus is shifting from simple feedback collection to measurable outcomes in a modern feedback platform.

Neither vendor publishes an enterprise-level list price, so anyone comparing Medallia pricing against Clarity as a Medallia alternative should expect a quote-based process from both sides. The difference is what drives the number. Medallia's structure layers a platform fee and per-seat cost on top of usage, and forecasting total cost is harder because connecting it to existing systems often requires professional services while integration with CRM and helpdesk systems is often complex when teams need data flowing back into crm records or workflows tied to support tickets. Clarity's scales directly with conversation volume, which is simpler to forecast for teams with variable ticket volume across seasons or campaigns.

Coverage and customer experience

Clarity's AI Quality Agent focuses on analyzing feedback across 100% of conversations in voice, chat, email and WhatsApp within roughly five minutes (onclarity.com/agent-qa). Traditional QA programs sample 5 to 10%, which makes it harder for teams to understand customer sentiment beyond the interactions they happened to review. The gap matters because sampling finds the problems it happens to land on, while full coverage finds the ones that recur quietly across thousands of interactions. Medallia's QA coverage rate is not published in available sources, so a buyer can't compare the two figures directly and should ask for it in a bake-off. That matters especially in support tickets and other unstructured feedback, where sampling can miss recurring friction.

Deployment

Medallia's own G-Cloud 14 product description describes Medallia Experience Cloud as a software-as-a-service product suite, cloud-only, with no on-premise option documented. Clarity publishes three deployment paths: cloud, in-country hosting, and on-premise (onclarity.com/deployment). To avoid a common naming mix-up, Microsoft Clarity is a different product: a free tool aimed at developers and marketers that tracks user interactions on websites with heatmaps and session replays across digital channels. It can also surface user frustration signals such as rage clicks and dead clicks, and supports analysis of digital behavior, including via in app surveys, but it retains session data for a limited duration, so it serves a very different use case from enterprise VoC deployment and hosting decisions.

This distinction matters to a specific set of buyers. Banks, insurers, telecoms and utilities operating under data-residency mandates need to know where customer conversation data physically sits, and in-country hosting is available where that's a hard requirement, including the GCC. For a global retailer or a SaaS company with no residency obligation, this is a non-issue. Medallia's cloud deployment is standard practice and creates no friction there. On-premise is a requirement for some buyers and irrelevant to others, depending entirely on which regulatory regime they sit under.

Compliance and language

Both vendors hold SOC 2 Type II, ISO 27001, GDPR, and HIPAA-related certification. Medallia's list goes further in two places. It carries SOC 2 Type I and ISO 27017, both listed in its Trust Center (trustlists.org), which Clarity does not carry on its published certification list. That's a real point in Medallia's favor for buyers who specifically require ISO 27017's cloud-security controls or a Type I attestation alongside Type II.

Clarity's list adds PDPL alignment and describes its HIPAA status as "HIPAA-ready" rather than a flat compliance claim (onclarity.com/deployment). Note that the PDPL alignment cited is Saudi Arabia's law specifically, so buyers under a different residency statute should confirm alignment directly. Medallia's documented Middle East compliance measure is a local-hosting commitment tied to its New Metrics partnership rather than a standing PDPL alignment statement.

On language, the scope difference is precise, not a quality ranking. Medallia's Native Text Analytics supports Arabic as one of 39 languages, and its AI capabilities also include text analytics and sentiment analysis, which matters for teams evaluating broader feedback analysis and advanced analytics depth. Some teams also need dedicated consultants during onboarding and configuration to get full value from those tools and their research capabilities. Clarity's published coverage goes to dialect level rather than stopping at "Arabic supported": Saudi, Khaleeji and Egyptian Arabic, plus Arabic/English code-switching (onclarity.com/ai-agents). Medallia covers more languages in total. Clarity covers fewer at a more granular level, and dialect handling is a useful proxy for how the models treat messy, code-switched, real customer language generally. As a market reference point for enterprise buyers comparing analytics depth, Qualtrics acquired Clarabridge to strengthen text analytics.

Named results: what customer feedback deployments look like in practice

• OpenAI migrated its customer conversation insights work to Clarity's AI Voice of Customer platform from Sprinklr and renewed for a second year.

• Booking.com used Clarity's AI Voice of Customer platform, which aggregates feedback from 100+ sources and routes root-cause findings into tools like Slack and Jira, with findings fed into operational systems via custom integrations, to catch four critical app issues early, including one bug estimated to affect roughly 1.5 million users. The rollout scaled from 40 to 400+ users across more than 80 product teams.

• Grubhub unified feedback from 20 million diners on the platform and used it to find and fix two critical product issues within a single sprint, reducing customer friction in the process.

• Minoan: Jen Barwick, Head of Customer Experience, is cited for a 55% reduction in VoC analysis time using Clarity.

• STC Bank saw 25 to 35% faster support ticket resolution within three months of deploying Clarity's AI Agent Assist, scaling to 200 support agents.

• Saudi Electricity Company resolved 40% of power outage inquiries end-to-end through AI within four months, with no added headcount.

Where Clarity falls short on actionable insights

Three limits are worth stating plainly, without softening. These are the honest tradeoffs in the Clarity vs Medallia decision.

1. No published G2, Capterra, or TrustRadius rating and review count. Medallia holds a 4.5 rating from 634 reviews on G2, giving buyers who weigh third-party review volume more public signal on Medallia today. At the same time, multiple reviewers also mention slower response times in customer support.

2. Published language detail is deepest in English and Arabic. Medallia's Native Text Analytics spans 39 languages (Destination CRM). A global enterprise running VoC programs across dozens of markets should confirm coverage for its specific language set, and Medallia's broader published footprint is a genuine advantage there. Medallia's onboarding typically takes 3-6 months and may absorb a team's entire quarter.

3. No published list price or free plan tier. Pricing requires a direct conversation before a buyer can compare total cost. Medallia at least publishes an entry price for Agent Connect ($39/month, per SoftwareWorld), even though that figure doesn't extend to the full Experience Cloud suite. Configuration changes in Medallia often need support tickets, and many reviewers cite confusing reporting as a recurring challenge.

Does Medallia support on-premise deployment?

No. Medallia's own G-Cloud 14 product description characterizes Medallia Experience Cloud as a software-as-a-service product suite. The document does not describe a private-cloud or dedicated-tenant hosting option for the core platform. The only related hosting language covers an optional hybrid arrangement for deploying feedback-collection code on a customer's own website, which is narrower than on-premise deployment of the platform itself. That gap is a core reason Clarity is listed among Medallia competitors for data-residency requirements.

Clarity vs Medallia: customer ratings

Medallia holds a 4.5 rating from 634 reviews on G2. That's a real, sizable body of third-party evidence, enough to smooth out individual outliers and give a buyer a reasonably stable read on how Medallia performs across different teams and use cases. Medallia also has a Trustpilot page, but its rating is not printed here: the review count could not be verified against the source with confidence, and a rating without a matching review count is not useful for comparison.

Clarity's rating is Not published. At time of verification, Clarity does not have a public G2, Capterra, or TrustRadius listing with a rating and review count. This isn't a workaround or a hidden number. It's the accurate state of third-party review coverage for Clarity today.

Here's what that asymmetry means for a buyer: 634 G2 reviews is a genuine evidence advantage for Medallia. Anyone who weighs independent, aggregated user sentiment as part of vendor due diligence should count it as such. That's a fair point in Medallia's column, not a detail to minimize.

It's also worth reading what those reviews say. On G2, Medallia users have reported feature limitations and manual effort required in feedback management, which reviewers describe as slowing down how quickly insights become actionable. In practice, 30-40% of departments take no action on customer experience insights, which is the wider execution gap many cx leaders are trying to close. This is what reviewers reported, not a verdict on the platform. Large enterprise deployments generate a wide range of experiences, and G2 reviews reflect specific users' workflows rather than the product as a whole.

In place of a star rating, Clarity's evidence is vendor-supplied customer proof points, which should be read as such rather than as independent validation. OpenAI, Booking.com, Grubhub, Minoan and STC Bank are named, dated accounts drawn from Clarity's own case studies rather than an independent review aggregator, and Clarity processes 50M+ customer interactions monthly across live deployments. That matters because 66% of brands believe their customer experience is improving, while only 17% of consumers agree, so buyers should look for proof that connects insights to business outcomes and visible business impact. A buyer should weight that evidence accordingly alongside Medallia's third-party G2 record.

Clarity vs Medallia: the verdict

It depends on what the buyer is procuring for.

If the requirement is a single vendor covering surveys, contact center operations, employee experience, and research across a large, multi-layered organization, all on standard cloud SaaS, Medallia is the safer procurement call. Its G2 record, a 4.5 rating from 634 reviews, gives a buyer a depth of independent evidence that Clarity does not yet have published. Its Agent Connect entry price of $39/month at least gives procurement a public number to anchor a negotiation, even though it doesn't extend to the full Experience Cloud suite. As a broader cx platform, Medallia is also built around real-time action management rather than deployment flexibility. Its AI-driven action orchestration, including the Athena AI engine, is aimed at automating feedback responses and turning customer signals into measurable outcomes instead of stopping at collecting feedback.

If the job is to resolve, score and analyze every customer conversation rather than a sample, and you want the deployment model and the bill shaped around your operation instead of your seat count, the fields above point to Clarity. Full QA coverage (onclarity.com/agent-qa), three deployment paths including on-premise (onclarity.com/deployment), and usage-based pricing all follow from the same design choice, even if Medallia's strength is action management rather than that deployment range. Dialect-level Arabic and in-country hosting are a strong additional fit for teams operating in the GCC, but they're an extension of that model, not the whole of it.

Talk to an expert about what a pilot looks like for your environment. Clarity runs pilots as no-risk engagements with embedded implementation support, so the deployment and compliance questions above get answered against your own data before any commitment. Request a demo at onclarity.com/demo to see it against your conversation volume. Across the category, AI is reducing the cost of gathering and analyzing customer feedback, which makes speed-to-value and workflow fit more important in the buying decision.

Clarity vs Medallia: frequently asked questions

What's the short answer for Clarity vs Medallia? Medallia fits enterprises that want one vendor for surveys, contact center, EX, and research on standard cloud SaaS. It's the fuller CX platform, while Clarity is the more focused tool for conversation analysis and action, with deployment and pricing shaped around each operation.

Is Clarity or Medallia cheaper? Neither vendor publishes a directly comparable enterprise price. Medallia lists $39/month for its Agent Connect product specifically (SoftwareWorld), not for the full Experience Cloud suite. Clarity's pricing is usage-based, scales with conversation volume, and is scoped per deployment.

How does Clarity's pricing work? Usage-based, tied to conversation volume rather than seats. The commercial team sizes the problem with you first, which conversations, which channels, which outcomes, and prices against that. Adding users doesn't change the bill on its own. Start at onclarity.com/demo.

How much does Medallia cost? Medallia Agent Connect lists a starting price of $39/month on third-party review sites (SoftwareWorld), though that figure covers Agent Connect specifically, not the full Experience Cloud suite. Independent benchmarking describes Medallia's broader enterprise pricing as a platform fee plus per-user and consumption charges (Vendor Benchmark). Full contracts typically start in the six-figure range. No published Experience Cloud list price exists.

Does Medallia have a free plan? A free plan is referenced on Trustpilot as existing but reduced in functionality. This is a low-confidence claim from a third-party review site, not a Medallia-published policy, so it should be treated as unconfirmed. Clarity's free plan status is not published.

Does Clarity score every customer service conversation or a sample? Clarity's AI Quality Agent scores 100% of conversations across voice, chat, email, and WhatsApp within roughly 5 minutes, compared to the 5 to 10% coverage typical of manual QA sampling (onclarity.com/agent-qa). Medallia's QA coverage rate is not published in available sources.

Can Clarity be deployed on-premise or in-country? Yes. Clarity's deployment page lists cloud, in-country, and on-premise as options (onclarity.com/deployment).

Can Medallia be deployed on-premise? No. Medallia's own G-Cloud 14 product description characterizes Medallia Experience Cloud as a software-as-a-service product suite, with no on-premise or dedicated-tenant option documented for the core platform.

Can Medallia host data in-country in Saudi Arabia? Medallia's partnership with New Metrics references local server hosting in Saudi Arabia to support Middle East expansion, but this is tied to that specific partnership rather than a standing product feature.

Which vendor supports Arabic dialects, not just Modern Standard Arabic? Clarity specifies Saudi, Khaleeji, and Egyptian dialect handling plus Arabic/English code-switching (onclarity.com/ai-agents). Medallia's Native Text Analytics includes Arabic among 39 supported languages, but no dialect-level breakdown is published for that product (Destination CRM).

Does Medallia support Arabic? Yes. Medallia's Native Text Analytics added Arabic as one of 39 supported languages (Destination CRM). No dialect-level breakdown for Gulf, Egyptian, or Levantine Arabic is published for that specific product.

Is Medallia SOC 2 compliant? Yes. Medallia's Trust Center lists SOC 2 Type II and SOC 2 Type I, alongside ISO 27001 and ISO 27017 (trustlists.org). Medallia's Agent Connect documentation separately confirms GDPR and HIPAA compliance.

What is Medallia's G2 rating? 4.5 out of 5 based on 634 reviews (G2). Clarity does not have a published G2 rating and review count.

What is Clarity's G2 rating? Not published. At time of verification, Clarity does not have a public G2, Capterra, or TrustRadius listing with a rating and review count. Medallia, by comparison, holds a 4.5 rating from 634 reviews on G2.

Which vendor has a broader contact center product suite? Medallia, on current published information. Agent Connect, Quality Management, and Mindful form a named, multi-product contact center suite.

Is Clarity a good Medallia alternative for regulated enterprises? On the published certification list, SOC 2 Type II, ISO 27001, GDPR, HIPAA-ready and PDPL alignment (onclarity.com/deployment), plus in-country and on-premise deployment, Clarity covers most of what a bank or insurer's compliance review will ask for. Medallia's compliance list (SOC 2 Type II, SOC 2 Type I, ISO 27001, ISO 27017, HIPAA, GDPR) does not include a specific PDPL alignment statement in available sources, and its SaaS-only Experience Cloud does not document an on-premise option.

Is Clarity the same as Microsoft Clarity? No. Microsoft Clarity is a free website behavior tool, not the Clarity platform discussed in this comparison.

This guide is written by Clarity, an AI customer experience platform for enterprise and regulated industries.