Tools / QA & Conversation Analytics
Loris Review (2026)
Conversation intelligence now inside Contentsquare, which changes who it is sold to and what it gets bundled with.
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Visit Loris ↗Opens contentsquare.com in a new tab.
What the score measures. Five things we can verify from published material: whether pricing is transparent, whether the product can act on your systems or only answer from documents, whether the vendor still owns its own roadmap, how much independent review evidence exists, and whether the bill stays predictable as volume grows. Weighted, then scored against an ideal platform that scores 5.
BEST FOR: TEAMS ALREADY USING CONTENTSQUARE FOR DIGITAL ANALYTICS · LAST UPDATED 2026-07-30
Loris no longer exists as a standalone product. Agreement signed July 2025, acquisition completed October 2025. Re-checked 6 August 2026 and corrected: loris.ai now redirects to contentsquare.com, and Contentsquare's product list carries no product called Loris — the nearest equivalent is its Conversation Intelligence line. It is no longer buyable under its own name, so this is recorded as absorbed rather than standalone. Deal closed 2025-10.
Loris in depth
Loris built conversation intelligence for support: sentiment analysis, automatic QA and coaching insight from what customers actually say. It originated from Crisis Text Line, which gave it an unusual grounding in high-stakes conversation analysis.
Contentsquare acquired it in October 2025. Contentsquare is a digital experience analytics company, so the logic is to combine what customers do on your site with what they say to your support team.
What it does
- Conversation analytics and sentiment scoring
- Automatic QA across conversations
- Agent coaching insights
- Now part of Contentsquare's experience analytics
- Help desk integrations
- Trend reporting on contact drivers
More detail on how it works
That is a coherent thesis and it changes the buying context. Loris is increasingly a component of a Contentsquare deal rather than a standalone support purchase, and if you are not a Contentsquare customer the fit is less obvious than it was.
Conversation intelligence
Sentiment, drivers and quality from conversation content. Solid, and the Crisis Text Line origin gave it real depth in reading emotional signal — a genuine differentiator.
The Contentsquare thesis
Combining behavioural data from your site with conversational data from support is genuinely powerful: what someone struggled with, then what they said about it. Whether that integration is delivered or aspirational is the thing to establish.
What acquisition changes
Roadmap priorities now follow Contentsquare's, and standalone support buyers are no longer the centre of gravity. Ask directly how Loris is sold and supported if you do not want the wider platform.
Setting Loris up
Realistic time to a working deployment: Days. These are the standard steps for this category. We have not published a walkthrough specific to this tool yet.
- 01
Connect your conversation source
Help desk, contact centre or CRM. Read-only in most cases.
- 02
Backfill historical conversations
Gives you a baseline before any coaching starts. Hours for large volumes.
- 03
Build the scorecard
The step that decides whether this is useful. Few, specific, observable criteria beat a long rubric.
- 04
Calibrate against human scores
Have a manager grade fifty conversations by hand and compare. If the AI disagrees systematically, fix the rubric before trusting the dashboard.
- 05
Set the sampling scope
Most teams move from the 2% a manager samples to 100% coverage. Decide what you will act on before you generate it.
- 06
Wire scores into coaching
A dashboard nobody reviews weekly changes nothing. This is the step that produces the return.
The step that takes longer than they imply. Scorecard design. The tool grades whatever you tell it to, so a badly designed rubric produces confident, useless numbers at scale.
Who Should Use It
The second list is the more useful one.
Existing Contentsquare customers
The clearest case. Behavioural plus conversational data in one place, likely as an addition to a contract you already hold.
Teams wanting sentiment depth
The Crisis Text Line heritage shows in how it reads emotional signal, which is a real strength.
Organisations linking site behaviour to support
If you want to know what someone struggled with before they contacted you, this is the combination that answers it.
Who should look elsewhere. Standalone support buyers with no interest in Contentsquare. You would be buying a component of a platform, with roadmap priorities set elsewhere. Published, focused alternatives exist and are easier to evaluate.
Strengths and Weaknesses
What Works
- Genuine depth in sentiment and conversation analysis from an unusual origin.
- The Contentsquare combination is a coherent thesis.
What Does Not
- No longer independent — roadmap follows Contentsquare.
- Increasingly bundled rather than sold standalone.
- Standalone alternatives are easier to price and compare.
Loris pricing
Loris does not publish pricing, and it is increasingly quoted as part of Contentsquare rather than separately.
If you are already a Contentsquare customer, ask what Loris adds to your existing contract — that is the strongest version of this purchase.
The full arithmetic
If you are not, compare against standalone alternatives: Zendesk QA at a published $35 a seat, MaestroQA, or Level AI for intent analytics. You would be buying into a platform relationship you may not want.
Custom and private pricing
Loris does not publish a rate. You have to ask, which means a sales conversation before you can compare it against anything else on this site. Now part of Contentsquare.
Request a demo ↗Ask two things on that call: what triggers a billable event, and what the rate is at twice your current volume.
INTEGRATIONS
Our Recommendation
Who we would tell to buy this, and who we would not.
Loris makes most sense now as part of Contentsquare rather than as a standalone support purchase. The conversation intelligence is genuinely good — the Crisis Text Line origin shows in how it reads emotional signal — and combining site behaviour with support conversation is a coherent thesis worth testing if you already own the other half. If you do not, you are buying a component of a platform whose roadmap is set by other priorities, and Zendesk QA at a published $35 or Level AI for intent analytics are easier to evaluate on their own terms.
Where we write about Loris
2 pieces on this site name it.
- Most de-escalation advice is a phrase list, and customers have learned the phrasesFour kinds of anger, each needing a different opening. Plus the six phrases that escalate, and what to do when the customer is wrong.
- The biggest agent in the category was just bought by SalesforceSalesforce is buying Fin for $3.6B. Zendesk alone has bought three, and one of those no longer exists as a product you can buy. If you are signing three years, read this first.
Similar Tools
Others in qa & conversation analytics.
Zendesk QA
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2.6 / 5 · Not publishedMaestroQA
Teams with an existing QA programme they do not want to change
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Managers who want coaching output, not dashboards
Not rated · Not publishedLevel AI
Contact centres needing intent analytics alongside scoring
Not rated · Not publishedFrequently Asked
The questions people actually search for about Loris.
Who owns Loris?
Contentsquare, which acquired it in October 2025. Loris is increasingly sold as part of Contentsquare rather than standalone.
How much does Loris cost?
Not published, and increasingly quoted within a Contentsquare deal rather than separately.
What does Loris do?
Conversation intelligence for support — sentiment analysis, automatic QA, coaching insight and reporting on what drives contacts.
Where did Loris come from?
It originated from Crisis Text Line, which gave it unusual depth in reading emotional signal in conversations.
Should I buy Loris if I do not use Contentsquare?
Probably not. You would be buying a platform component with roadmap priorities set elsewhere, when focused alternatives publish pricing.
What is the Contentsquare thesis for Loris?
Combining what customers do on your site with what they say to support — behavioural plus conversational data. Coherent, and worth establishing how far it is actually delivered.
What are the main Loris alternatives?
Zendesk QA at a published $35 a seat, MaestroQA for deeper QA, Level AI for intent analytics, Observe.AI for QA plus live assist.