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Head-to-head · AI Video Search Tools

Moments Lab vs Coactive Content Discovery

  • Updated Oct 2026
  • Both researched from official sources
  • 4 checks side by side
Higher score Moments Lab #2 in AI Video Search Tools 9.2/10 Pricing on request ✓ 4 of 4 features Visit Moments Lab
Coactive Content Discovery #3 in AI Video Search Tools 9.0/10 Pricing on request ✓ 4 of 4 features Visit Coactive AI

Moments Lab leads on 0 checks, Coactive Content Discovery on 0, and 4 are even. Who comes out ahead on the 4 yes/no, price and count checks where we have data for both products. The editor score weighs everything else too.

Our verdict

  • Highest scoreMoments Lab · 9.2/10

Moments Lab scores higher on our rubric for ai video search tools: 9.2 against 9.0 out of 10; our editors rank them #2 and #3.

Moments Lab is the better fit for media enterprises with complex archives. Coactive Content Discovery is the better fit for API-first multimodal media search.

  • Moments Lab fits best

    Media enterprises with complex archives

  • Coactive Content Discovery fits best

    API-first multimodal media search

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Side by side

Feature Moments Lab 9.2/10 Visit ↗ Coactive Content Discovery 9.0/10 Visit ↗
At a glance
Editor score 9.2 9.0
Ranking #2 in AI Video Search Tools #3 in AI Video Search Tools
Best for Media enterprises with complex archives API-first multimodal media search
Pricing model Paid Paid
Starting price — Pricing on request
Free plan Not checked yet Not checked yet
Free trial — —
Deployment Cloud Cloud
Platforms Web Web
Compliance GDPR SOC 2, SSO/SAML
Integrations 20 integrations 5 integrations
Built for Solo, Small business, Mid-market, Enterprise Enterprise
Features Moments Lab 4/4 · Coactive Content Discovery 4/4
Visual search ✓ ✓
Audio search ✓ ✓
Multimodal search ✓ ✓
API access ✓ ✓
Specs
Indexed video hours Not checked yet Not checked yet
Our review
Pros
  • Searches video visuals, audio, speech, and on-screen text
  • Time-coded results support clipping, projects, sharing, and export
  • REST API and integrations connect media analysis to existing systems
  • Searches visual, transcript, audio, metadata, and image signals
  • Drills into specific shots with timestamps and negative search
  • REST API plus integrations with Mimir, Adobe Premiere, AWS, Databricks, and Microsoft
Cons
  • Pricing is sales-led rather than listed as fixed amounts
  • Advanced authentication, integrations, and support depend on plan
  • Its enterprise workflow may exceed smaller teams' needs
  • Pricing requires a sales conversation rather than self-serve checkout
  • Cloud deployment may not suit teams requiring another deployment model
  • Support is centered on documentation
Our verdict

Moments Lab is an AI video discovery and content management platform for entertainment studios, broadcasters, sports organizations, newsrooms, brands, and other teams managing large video libraries. Founded in 2016, it combines visual,…

Read the review →

Coactive Content Discovery is a cloud-based search product for media, editorial, production, and content-operations teams managing large image and video libraries. It combines natural-language visual search with semantic and exact-match…

Read the review →
  1. Moments LabAI Video Search Tools 9.2Pricing on request
  2. Coactive Content DiscoveryAI Video Search Tools 9.0Pricing on request

Strengths and trade-offs

  • Moments Lab — where it wins

    • Searches video visuals, audio, speech, and on-screen text
    • Time-coded results support clipping, projects, sharing, and export
    • REST API and integrations connect media analysis to existing systems

    Where it doesn't

    • Pricing is sales-led rather than listed as fixed amounts
    • Advanced authentication, integrations, and support depend on plan
    • Its enterprise workflow may exceed smaller teams' needs

  • Coactive Content Discovery — where it wins

    • Searches visual, transcript, audio, metadata, and image signals
    • Drills into specific shots with timestamps and negative search
    • REST API plus integrations with Mimir, Adobe Premiere, AWS, Databricks, and Microsoft

    Where it doesn't

    • Pricing requires a sales conversation rather than self-serve checkout
    • Cloud deployment may not suit teams requiring another deployment model
    • Support is centered on documentation

More comparisons

All AI video search tools comparisons → · Full ranking →

Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026

Last updated · How we research and update