Medallia Text Analytics

Name: Medallia Text Analytics
Brand: Medallia
Rating: 4.5 (400 reviews)

Leader

Still running CX on surveys alone? That’s not listening

Est 2001|Valuation $5.5B|Raised $737.6M

LinkedIn 143K|Website|Web traffic 24.0M|FTEs 1,960|HQ Pleasanton, CA

MarketsCustomer Experience Platform (CXP)Voice of the Customer

01Competitive Landscape

Narrative analysis: where alternatives excel

- Qualtrics may be preferred when an organization already uses the Qualtrics platform for surveys and research operations and seeks a unified XM stack with integrated analytics. - InMoment is often positioned as combining services and technology and may provide faster integration options in some procurement scenarios; specifics vary by customer environment and should be validated through proof-of-concept testing. - Sprinklr and social-focused platforms may offer stronger social listening and engagement workflows where social media management is central to the use case.

Market adoption and analyst recognition

- The vendor cites placements in analyst reports and wave evaluations for text mining and analytics categories; buyers should consult the underlying analyst reports for methodology, inclusion criteria, and comparative scoring. - Peer review listings include multiple ratings across VoC platform categories; public review footprints varied during research. Caveat: Analyst recognition and vendor claims are one input among many; purchaser fit depends on specific technical, operational, and governance requirements.

	Medallia Text Analytics (within MEC)	Qualtrics XM (Text iQ)	InMoment Text Analytics (Lexalytics)
Starting Price	Not publicly posted; sold via enterprise quotes; vendor references a vendor-specific enterprise pricing model	Enterprise quote model; Text iQ often bundled within broader XM offerings	Public comparison pages reference entry-level pricing examples for the text analytics module (vendor confirmation required)
Recommended for	Large enterprises needing integrated omnichannel VoC and operational workflow distribution	Organizations standardized on Qualtrics for surveys and research operations seeking integrated analytics	Teams seeking text analytics tooling that may offer clearer entry pricing for the text module
Key Strength	Integration with broader experience workflows and alerting; vendor-published security and compliance posture	Research and survey tooling breadth with analytics extensions through iQ	Text analytics technology from a specialized provider; potentially clearer pricing entry points
Key Weakness	Implementation and administration can be complex; reporting configuration may require effort	Enterprise pricing and administration expectations; support and configuration can be resource-intensive	Ecosystem breadth and global enterprise support may be less extensive than larger XM vendors

01Competitive Landscape

Narrative analysis: where alternatives excel

Qualtrics may be preferred when an organization already uses the Qualtrics platform for surveys and research operations and seeks a unified XM stack with integrated analytics.
InMoment is often positioned as combining services and technology and may provide faster integration options in some procurement scenarios; specifics vary by customer environment and should be validated through proof-of-concept testing.
Sprinklr and social-focused platforms may offer stronger social listening and engagement workflows where social media management is central to the use case.

Market adoption and analyst recognition

The vendor cites placements in analyst reports and wave evaluations for text mining and analytics categories; buyers should consult the underlying analyst reports for methodology, inclusion criteria, and comparative scoring.
Peer review listings include multiple ratings across VoC platform categories; public review footprints varied during research.

Caveat: Analyst recognition and vendor claims are one input among many; purchaser fit depends on specific technical, operational, and governance requirements.

	Medallia Text Analytics (within MEC)	Qualtrics XM (Text iQ)	InMoment Text Analytics (Lexalytics)
Starting Price	Not publicly posted; sold via enterprise quotes; vendor references a vendor-specific enterprise pricing model	Enterprise quote model; Text iQ often bundled within broader XM offerings	Public comparison pages reference entry-level pricing examples for the text analytics module (vendor confirmation required)
Recommended for	Large enterprises needing integrated omnichannel VoC and operational workflow distribution	Organizations standardized on Qualtrics for surveys and research operations seeking integrated analytics	Teams seeking text analytics tooling that may offer clearer entry pricing for the text module
Key Strength	Integration with broader experience workflows and alerting; vendor-published security and compliance posture	Research and survey tooling breadth with analytics extensions through iQ	Text analytics technology from a specialized provider; potentially clearer pricing entry points
Key Weakness	Implementation and administration can be complex; reporting configuration may require effort	Enterprise pricing and administration expectations; support and configuration can be resource-intensive	Ecosystem breadth and global enterprise support may be less extensive than larger XM vendors