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Head-to-head · Agent Assist Software

Feelingstream vs Zoom AI Expert Assist

  • Updated Oct 2026
  • Both researched from official sources
  • 5 checks side by side
Higher score Feelingstream #6 in Agent Assist Software 8.7/10 Pricing on request ✓ 0 of 5 features Visit Feelingstream
Zoom AI Expert Assist #8 in Agent Assist Software 8.5/10 Pricing on request ✓ 5 of 5 features Visit Zoom

Feelingstream leads on 0 checks, Zoom AI Expert Assist on 0, and 5 are even. Who comes out ahead on the 5 yes/no, price and count checks where we have data for both products. The editor score weighs everything else too.

Our verdict

  • Highest scoreFeelingstream · 8.7/10
  • Most featuresZoom AI Expert Assist · 5 of 5

Feelingstream scores higher on our rubric for agent assist software: 8.7 against 8.5 out of 10; our editors rank them #6 and #8.

Feelingstream is the better fit for compliance-focused multilingual contact centers. Zoom AI Expert Assist is the better fit for zoom contact-center customers.

  • Feelingstream fits best

    Compliance-focused multilingual contact centers

  • Zoom AI Expert Assist fits best

    Zoom contact-center customers

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Side by side

Feature Feelingstream 8.7/10 Visit ↗ Zoom AI Expert Assist 8.5/10 Visit ↗
At a glance
Editor score 8.7 8.5
Ranking #6 in Agent Assist Software #8 in Agent Assist Software
Best for Compliance-focused multilingual contact centers Zoom contact-center customers
Pricing model Paid Paid
Starting price Pricing on request —
Free plan Not checked yet Not checked yet
Free trial — —
Deployment Cloud, Self-hosted Cloud, Desktop
Platforms Web Web
Support Email Docs
Integrations 11 integrations 4 integrations
Built for Mid-market, Enterprise Mid-market, Enterprise
Features Feelingstream 0/5 · Zoom AI Expert Assist 5/5
Real-time guidance Not checked yet ✓ (best)
Suggested replies Not checked yet ✓ (best)
Knowledge retrieval Not checked yet ✓ (best)
Conversation summaries Not checked yet ✓ (best)
Next-best actions Not checked yet ✓ (best)
Specs
Supported channels Not checked yet Multichannel
Our review
Pros
  • Combines live agent guidance with post-interaction analytics
  • Supports transcription and analysis across 40+ languages
  • Includes compliance monitoring, PII masking, and anonymisation
  • Real-time guidance, suggested replies, and next-best actions
  • Retrieves knowledge and executes tasks across connected systems
  • Summaries, dispositions, checklists, and supervisor alerts
Cons
  • Pricing is sales-led rather than self-serve
  • The broad feature set may exceed narrow analytics needs
  • No open-source edition is available
  • Requires Zoom Contact Center as its operating environment
  • Pricing is handled through contact sales
  • Web is the listed platform
Our verdict

Feelingstream is a conversation-intelligence platform for contact centres and sales teams. It transcribes and analyses calls, chats and emails, then applies quality, compliance, sentiment and sales-conversation checks. Agents can receive…

Read the review →

Zoom AI Expert Assist is an AI-powered copilot for structured customer-service teams using Zoom Contact Center. It supports voice, video, messaging, and other contact-center engagements with real-time guidance, context-aware response…

Read the review →
  1. FeelingstreamAgent Assist Software 8.7Pricing on request
  2. Zoom AI Expert AssistAgent Assist Software 8.5Pricing on request

Strengths and trade-offs

  • Feelingstream — where it wins

    • Combines live agent guidance with post-interaction analytics
    • Supports transcription and analysis across 40+ languages
    • Includes compliance monitoring, PII masking, and anonymisation

    Where it doesn't

    • Pricing is sales-led rather than self-serve
    • The broad feature set may exceed narrow analytics needs
    • No open-source edition is available

  • Zoom AI Expert Assist — where it wins

    • Real-time guidance, suggested replies, and next-best actions
    • Retrieves knowledge and executes tasks across connected systems
    • Summaries, dispositions, checklists, and supervisor alerts

    Where it doesn't

    • Requires Zoom Contact Center as its operating environment
    • Pricing is handled through contact sales
    • Web is the listed platform
  • Feelingstream8.7/10 · Pricing on request

    A compliance-focused platform for multilingual contact-centre analytics and agent guidance.

    Visit FeelingstreamFull verdict →
  • Zoom AI Expert Assist8.5/10 · Pricing on request

    A broad AI copilot for teams already operating on Zoom Contact Center.

    Visit ZoomFull verdict →

More comparisons

All agent assist software comparisons → · Full ranking →

Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026

Last updated · How we research and update