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Head-to-head · Text Analysis Software

SAS Visual Text Analytics vs Chattermill

  • Updated Oct 2026
  • Both researched from official sources
  • 3 checks side by side
Higher score SAS Visual Text Analytics #2 in Text Analysis Software 9.1/10 Pricing on request ✓ 3 of 3 features Visit SAS
Chattermill #7 in Text Analysis Software 8.1/10 Pricing on request ✓ 1 of 3 features Visit Chattermill

SAS Visual Text Analytics leads on 0 checks, Chattermill on 0, and 3 are even. Who comes out ahead on the 3 yes/no, price and count checks where we have data for both products. The editor score weighs everything else too.

Our verdict

  • Highest scoreSAS Visual Text Analytics · 9.1/10
  • Most featuresSAS Visual Text Analytics · 3 of 3

SAS Visual Text Analytics scores higher on our rubric for text analysis software: 9.1 against 8.1 out of 10; our editors rank them #2 and #7.

SAS Visual Text Analytics is the better fit for large organizations building text analytics workflows. Chattermill is the better fit for enterprises analyzing customer feedback at scale.

  • SAS Visual Text Analytics fits best

    Large organizations building text analytics workflows

  • Chattermill fits best

    Enterprises analyzing customer feedback at scale

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Side by side

Feature SAS Visual Text Analytics 9.1/10 Visit ↗ Chattermill 8.1/10 Visit ↗
At a glance
Editor score 9.1 8.1
Ranking #2 in Text Analysis Software #7 in Text Analysis Software
Best for Large organizations building text analytics workflows Enterprises analyzing customer feedback at scale
Pricing model Paid Paid
Starting price Pricing on request Pricing on request
Free plan Not checked yet Not checked yet
Free trial — —
Built for Mid-market, Enterprise Mid-market, Enterprise
Features SAS Visual Text Analytics 3/3 · Chattermill 1/3
Sentiment analysis ✓ ✓
Topic modeling ✓ (best) Not checked yet
Entity extraction ✓ (best) Not checked yet
Specs
Supported languages Not checked yet Not checked yet
Text input sources Not checked yet Not checked yet
Export formats Not checked yet Not checked yet
Our review
Pros
  • Combines parsing, sentiment, topics, classification and entity extraction
  • Visual interfaces support creation and management of text models
  • Integrates results with broader SAS analytics workflows
  • Combines feedback from surveys, reviews, social, support conversations, and calls
  • Connects themes and sentiment to business metrics, with alerts for anomalies
  • Integrates with CX tools, data platforms, and AI agents
Cons
  • Designed for SAS Viya environments rather than a standalone open-source stack
  • Sales-led purchasing may require direct vendor engagement
  • Enterprise-oriented scope may exceed the needs of small teams
  • Custom pricing requires a conversation with sales
  • Mid-market and enterprise focus may not suit smaller teams
  • Broad feedback analysis may be more than teams with narrow needs require
Our verdict

SAS Visual Text Analytics is text-analysis software within the SAS platform, built for organizations working with large collections of unstructured content. It applies linguistic processing and machine-learning techniques to customer…

Read the review →

Chattermill brings customer feedback from surveys, reviews, social media, support conversations, calls, and other channels into one analysis workflow. CX, Voice of Customer, product, support, and operations teams can use AI classification…

Read the review →
  1. SAS Visual Text AnalyticsText Analysis Software 9.1Pricing on request
  2. ChattermillText Analysis Software 8.1Pricing on request

Strengths and trade-offs

  • SAS Visual Text Analytics — where it wins

    • Combines parsing, sentiment, topics, classification and entity extraction
    • Visual interfaces support creation and management of text models
    • Integrates results with broader SAS analytics workflows

    Where it doesn't

    • Designed for SAS Viya environments rather than a standalone open-source stack
    • Sales-led purchasing may require direct vendor engagement
    • Enterprise-oriented scope may exceed the needs of small teams
  • Chattermill — where it wins

    • Combines feedback from surveys, reviews, social, support conversations, and calls
    • Connects themes and sentiment to business metrics, with alerts for anomalies
    • Integrates with CX tools, data platforms, and AI agents

    Where it doesn't

    • Custom pricing requires a conversation with sales
    • Mid-market and enterprise focus may not suit smaller teams
    • Broad feedback analysis may be more than teams with narrow needs require
  • SAS Visual Text Analytics9.1/10 · Pricing on request

    An enterprise text-analysis suite for modeling, classification and SAS workflow integration.

    Visit SASFull verdict →
  • Chattermill8.1/10 · Pricing on request

    Unifies feedback analysis across channels, with custom pricing aimed at mid-market and enterprise teams.

    Visit ChattermillFull verdict →

More comparisons

Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026

Last updated · How we research and update