What Converseon does

Converseon is a New York-based AI company that provides LLM-powered natural language processing (NLP) and model governance software for unstructured social, media, and voice-of-customer data. Founded in 2001 as a social media agency, the company pivoted in 2008 to social listening technology and in 2014-2015 to a focused AI technology provider. Its platform, branded Conversus, comprises three core components: Conversus NLP (LLM-powered text classification and prebuilt models for sentiment, intensity, content type, consumer attitude, brand safety, and ESG), PRISM (a predictive brand intelligence layer that ties social metrics to business outcomes via Action Score and simulation), and Conversus Connect (data integration with prebuilt connectors to platforms like Brandwatch, Sprinklr, Tableau, and Domo). The company is differentiated by a patent-pending Trusted AI governance system offering drift detection, regression testing, and confidence scoring designed to align with EU AI Act requirements.

Converseon sells primarily to enterprise brands through a direct sales motion anchored by a 'Book a Demo' CTA, supplemented by a no-code SaaS interface and API for programmatic deployment. Revenue streams include SaaS platform subscriptions (Conversus plus prebuilt models), professional services and custom model builds, and bespoke insights engagements. Pricing is quote-based and not publicly disclosed. Customer logos span healthcare and pharma (Johnson & Johnson, Bayer), retail (Walmart), consumer products (Mattel), technology (Twitter, IBM, Dell), transportation (Uber), and — as of February 2026 — defense and government via selection into the NATO IEAC consortium alongside Brandwatch and Blackbird.AI. The company reports a 95%+ client renewal rate and ~80% revenue-per-client growth, and has remained profitable across most of its history despite taking modest external capital: $2.5M (2014), $5M (2017), and a Series A in mid-2018.

The company employs 51-100 people and is led by founder and CEO Rob Key, with a leadership team including Chief Innovation Officer Glen Kushner, Chief Client Officer Jane Quigley, and Chief Strategist Mike Moran. Awards include Forrester Leader recognition in Enterprise Social Listening, Gartner recognition, and multiple industry awards including 2023 AMEC shortlistings for work with Mattel and Walmart. In October 2025, Converseon launched four new product capabilities (Social Favorability Score, Conversus Attitude Framework, Content Type AI Model, and entity/aspect-level sentiment analysis), reinforcing its trajectory from descriptive analytics toward predictive and prescriptive brand intelligence.

Name

Converseon

Legal name

Converseon, Inc.

Website

https://converseon.com

Company type

Private

Founded year

2001

Operating status

Operating

Headcount range

51–100 employees

Short description

Converseon provides LLM-powered NLP and AI governance software that transforms unstructured social, media, and voice-of-customer data into research-grade insights for enterprise brands, selling primarily through direct enterprise SaaS with no-code and API delivery.

Ownership category

akta.pro rank

Product category

AI-Powered Social and Text Analytics Software

NAICS

Computer Systems Design and Related Services (54151), Computer Systems Design Services (541512), Computing Infrastructure Providers, Data Processing, Web Hosting, and Related Services (5182)

SIC

Services-Prepackaged Software (7372), Services-Computer Programming, Data Processing, Etc. (7370)

akta.pro primary industry

NLP Developer Tools & Evaluation (prompting, testing, benchmarks) (HDAAADAK)

akta.pro secondary industries

Knowledge Graphs, Ontologies & Entity Resolution (HDAAADAI), Question Answering & Retrieval-Augmented Generation (RAG) (HDAAADAC)

Keywords

• AI text analytics
• Social listening intelligence
• Brand reputation analytics
• AI model governance
• Voice of customer insights

Headquarters

HQ city

New York

HQ country

United States

HQ region

North America

Offices1 record

Markets served

GTM type

B2B

Offering type

Software

Cost components

Personnel, Technology or R&D, Marketing or Sales, Operations, Infrastructure

Revenue model

1. SaaS Platform Subscription: Subscription-based access to Conversus platform including prebuilt models, fine-tuning capabilities, and model governance tools. Available via 'no code' SaaS platform and API.
2. Prebuilt Models Library: Prebuilt LLM-based models available for immediate subscription and deployment, aligned to key insights use cases including sentiment analysis, brand tracking, reputation measurement, ESG measurement, and customer experience analysis.
3. Professional Services and Custom Solutions: Custom model building and bespoke solutions for specific client needs, along with strategic engagements and ad hoc insights services.

Pricing tiers

Go-to-market motion1 record

Distribution channels3 records

Marketing channels5 records

Core offering

Converseon provides an LLM-powered NLP and AI model governance platform (the Conversus suite) that transforms unstructured social, media, and voice-of-customer data into research-grade, AI-ready inputs for enterprise brands. Core deliverables include Conversus NLP prebuilt and custom classification models, the Trusted AI governance layer, PRISM™ for predictive brand and reputation intelligence, and Conversus Connect for platform-agnostic data integration. Customers subscribe to the no-code SaaS platform or consume models via API for use cases spanning sentiment analysis, brand tracking, reputation measurement, ESG perception, and customer experience.

Product overview

Converseon offers a platform-plus-modules architecture centered on Conversus.AI, a no-code machine learning platform that provides LLM-powered NLP capabilities through its award-winning Conversus NLP component. The core platform is complemented by three key product lines: PRISM™ (Predictive Reputation Intelligence System) for predictive brand intelligence and business outcome modeling; Conversus Connect for data integration with prebuilt connectors; and a library of Prebuilt Models covering sentiment, intensity, consumer attitude, content type, brand safety, and ESG. The Social ESG Index provides specialized ESG perception measurement, while the Social Favorability Score™ and Conversus Attitude Framework™ offer specialized scoring and attitude analysis capabilities. The platform enables organizations to transform unstructured conversation data into research-grade, AI-ready insights with a focus on data quality, model governance, and predictive analytics.

Differentiator

Problem solved

Functional benefit

Brands

• Conversus: Award-winning SaaS model governance and management platform enabling control and elevation of data quality with prebuilt models and fine-tuning capabilities.
• PRISM™
• Conversus Connect
• Conversus NLP
• Social ESG Index

Products and services

• Conversus NLP Award-winning SaaS NLP platform providing LLM-powered text classification, sentiment analysis, and unstructured data quality improvement, with a library of prebuilt models, fine-tuning, and the patent-pending 'AI System of Accuracy' for transparency and governance. Sold to enterprise brands for social listening data quality, brand tracking, and reputation measurement.
• PRISM™ (Predictive Reputation Intelligence System) Predictive brand intelligence platform that ties social-based metrics to business outcomes, enabling brands to move from descriptive to predictive and prescriptive insights, including the Action Score ranking of brand-attribute combinations by impact on desired business outcomes.
• Conversus Connect Data integration solution bridging platforms and AI models with prebuilt connectors to key data platforms (Brandwatch, Sprinklr, Tableau, Domo), enabling seamless data flow and preparation for precise analysis and a unified Single Source of Truth for unstructured data.
• Social ESG Index Solution that measures stakeholder perceptions of brand ESG efforts across unstructured data, detecting gaps between ESG efforts and public perception, monitoring greenwashing risks, and benchmarking against competitors.
• Prebuilt Models Library Collection of LLM-based classification models for immediate subscription and deployment covering Sentiment, Intensity, Content Type, Consumer Attitude, Political Landscape & Brand Safety, and ESG, aligned to key insights use cases for enterprise brands.
• Conversus.AI No-code machine learning as a service platform enabling clients to build, validate, and deploy custom NLP models without data science expertise, empowering subject matter experts to directly train and apply intelligence across the enterprise.
• Social Favorability Score™ (SFS) Patent-pending scoring solution that transforms unstructured social and media data into a consistent, research-grade -100 to +100 brand health metric using advanced NLP and Bayesian modeling to smooth volatility.
• Conversus Attitude Framework™ Next-generation NLP model framework identifying 15 nuanced consumer attitudes (from Aggrieved to Laudatory) to reveal actionable intent, tone, and behavioral signals beyond simple sentiment analysis.
• Content Type AI Model Voice segmentation model that accurately separates unstructured conversation data into News, Promotional, and User-Generated Content categories, achieving precision rates up to 99%.
• Consumer and Category Segmentation AI-powered market research service creating robust consumer and category segments based on behaviors, preferences, values, and brand associations using millions of data points for target market discovery.
• Innovation Landscapes and Whitespace Analysis Strategic analysis service identifying new product and business opportunities through opportunity/risk matrix mapping of segment share, velocity, and brand performance gaps.

Quantifiable outcome

• Error rates reduced by approximately 60-70% versus standard foundational models
• +5 more outcomes

Named customers8 records

Segments3 records

Ideal customer profiles3 records

Technology focussed Yes

API detail

Has API

Yes

API docs

API detail

Core technology

AI maturity

App detail

Integration5 records

AI capability8 records

Feature6 records

Partnerships

Ten partnerships are on record, tiered core and major.

• NATO Communications and Information Agency (NCIA)coreStrategic or Co-development Partner · 11 February 2026Converseon is a specialist partner in the Brandwatch and Blackbird.AI consortium selected by NATO to deliver Information Environment Assessment Capability (IEAC). The solution provides AI-enabled tools to monitor, analyze, and respond to disinformation and narrative threats across public and commercial data sources, strengthening strategic communications and situational awareness.
• TwittercoreTechnology or Integration · 1 January 2022Converseon was recognized by Twitter as its first 'recommended' NLP partner in 2022, enabling text analytics capabilities for Twitter data through specialized NLP models.
• BrandwatchcoreTechnology or IntegrationBrandwatch is the largest social listening solution and Converseon has built integrations allowing models to be deployed seamlessly with Brandwatch platform, providing high-quality NLP classification for Brandwatch customers.
• SprinklrcoreTechnology or IntegrationConverseon has built integrations with Sprinklr enabling seamless deployment of NLP models for social listening and customer experience analysis.
• TableaumajorTechnology or IntegrationConverseon models are available for integration with Tableau BI platform enabling advanced visualization and analysis of social intelligence data.
• DomomajorTechnology or IntegrationConverseon models are available for integration with Domo BI platform enabling business intelligence dashboards with social data insights.
• AMEC (International Association for Measurement and Evaluation of Communication)coreStrategic or Co-development PartnerConverseon collaborated with AMEC and the Global Data Quality Initiative to develop a whitepaper on key principles and frameworks for improving data quality across social and voice-of-customer intelligence, addressing AI hallucinations, bias, and data governance.
• TrajaancoreTechnology or IntegrationTrajaan is integrated into the NATO IEAC consortium with Brandwatch, Blackbird.AI, Osavul, and Converseon for strategic communications and situational awareness capabilities.
• OsavulcoreTechnology or IntegrationOsavul is integrated into the NATO IEAC consortium with Brandwatch, Blackbird.AI, Trajaan, and Converseon for advanced information environment assessment capabilities.
• Blackbird.AIcoreStrategic or Co-development PartnerBlackbird.AI leads the NATO IEAC consortium alongside Brandwatch with Converseon, Trajaan, and Osavul as specialist partners providing narrative intelligence and AI-enabled disinformation detection.

Scale indicators10 records

Recent moves6 records

Expansion highlights5 records

Broad incumbents

• Brandwatch (Cision): Largest social listening platform and a distribution partner of Converseon via integrated NLP models. Overlaps with Converseon in social listening analytics but competes as a broader end-to-end platform that could insource NLP classification.
• Sprinklr: Enterprise social listening and customer experience management platform that integrates Conversus models. Comparable in serving enterprise brands for social/customer data analysis but with a much broader CX suite that could subsume niche NLP.
• Meltwater: Public media and social intelligence platform providing brand monitoring, sentiment, and analytics for enterprise PR and marketing teams. Broader portfolio than Converseon but overlapping on social listening NLP and consumer insights.

Direct peers

• NetBase Quid: AI-driven consumer and market intelligence platform that delivers sentiment, trend, and brand analytics on unstructured data — directly comparable to Converseon's core NLP-for-social-insights offering.
• Talkwalker: Consumer intelligence and social listening platform with proprietary AI text analytics serving enterprise brands — a direct competitor to Converseon's social intelligence and brand measurement capabilities.
• Synthesio (Acquired by Ipsos): Social listening and consumer intelligence platform with AI-based text analytics and brand measurement — closely competes with Conversus NLP and PRISM in the enterprise social insights category.
• Blackbird.AI: Narrative intelligence platform focused on detecting disinformation, manipulation campaigns, and narrative risk — co-partner with Converseon in the NATO IEAC consortium and a direct competitor in narrative threat and reputation analytics.
• Pulsar (trends.io): Audience intelligence and social listening platform with NLP-driven topic, sentiment, and trend analysis for brand marketers — a comparable peer in social data analytics for enterprise consumers.
• Lexalytics (InMoment): Text analytics and NLP platform offering sentiment, categorization, and entity extraction across customer feedback and social data — comparable to Conversus NLP for unstructured text intelligence workloads.

Others

• Cision: PR, communications, and earned media intelligence platform (parent of Brandwatch). Comparable in serving enterprise PR and brand teams for reputation and earned media measurement, with overlapping NLP requirements.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks6 records

Key highlights7 records

Customer concentration

• Xx.com/converseon
• YouTubeyoutube.com/@converseon
• Facebookfacebook.com/Converseon
• LinkedInlinkedin.com/company/converseon

Revenue estimate

Valuation estimate

Number of profiles

Profiles5 records

Funding overview

Funding rounds2 records

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Converseon