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Embedded Analytics Software · Rank #9 of 10

Mode Analytics Embed review and pricing

SQL-first analyst-led embedded analytics, now under ThoughtSpot.

By ThoughtSpot, Inc. · Founded 2013 · San Francisco, CA · private

Mode Analytics Embed is the SQL-first analyst-led analytics product, acquired by ThoughtSpot in 2023 for $200M. Mode's embed path is best for SaaS products where the dashboards your customers see are the same dashboards your analyst team builds in SQL and Python notebooks. Best fit is analyst-driven products and data-team-internal-then-external use cases. Trade-offs: positioning is still settling under ThoughtSpot, embed UX is less polished than purpose-built ISV products, and SQL-comfortable team is required.

Visit Mode Analytics Embed Compare to GoodData
Best for

Analyst-driven SaaS products where the customer-facing dashboards are the same dashboards the internal analyst team builds.

Worst for

Product teams wanting end-user self-serve dashboard authoring (Sigma Embed or Luzmo win) or non-SQL teams.

Vendor Trust Score

Is Mode Analytics Embed a trustworthy vendor?

7.1/10
Mixed
Pricing transparency
Published rates; no hidden fees
5.0
Contract fairness
Reasonable terms; no auto-renew traps
7.5
Incident response
How they handle outages and breaches
8.0
Post-acquisition behavior
Customer treatment after M&A or PE
7.5
Executive stability
Leadership churn over 24 months
7.5
Roadmap honesty
Public commitments held
7.0
Trust signal log
  • 2023-06-15
    Acquired by ThoughtSpot for $200M
Vendor Trust is scored independently of product quality. A great product from an unfair vendor still earns a low trust score.
Review Intelligence

What 240 reviews actually say

Synthesized from G2, Capterra, Reddit, Trustpilot. Patterns >15% prevalence shown.

Last synthesized
2026-04-29

Praise patterns

  • SQL-first; analyst-team-friendly
    78% →
  • Notebooks plus dashboards plus embed
    64% →
  • Strong R / Python integration
    47% →

Complaint patterns

  • Post-ThoughtSpot positioning still settling
    41% →
  • Embed UX less polished than purpose-built ISV products
    38% →
  • SQL-comfortable team required
    31% →
Patterns are extracted from review corpus and human-verified. We surface trends, not anecdotes.
Verified Pricing

What buyers actually pay

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Compliance & Security

Auto-verified certifications

Verified 2026-04-15
SOC 2 Type II
ISO 27001
HIPAA
GDPR
CCPA
PCI DSS
FedRAMP

Editorial: Strengths

  • SQL-first; analyst-team-friendly
  • Notebooks plus dashboards plus embed in one product
  • Strong R / Python integration for analyst workflows
  • Reasonable iframe + signed-URL embed path
  • Mode AI for SQL generation

Editorial: Weaknesses

  • Post-ThoughtSpot positioning still settling
  • Embed UX less polished than purpose-built ISV products
  • Requires SQL-comfortable team to maintain

Key features & integrations

  • +SQL editor
  • +Python / R notebooks
  • +Dashboards
  • +iframe + signed-URL embed
  • +Mode AI for SQL generation
  • +Visual explorer
50+ integrations
SnowflakeBigQueryRedshiftPostgreSQLSlack
Geography supported
Global
Best fit
20–500 employees · SaaS analyst-driven products
Editorial deep-dive

Read our full ranking of Embedded Analytics Software

Mode Analytics Embed ranks #9 in our editorial review of 10 embedded analytics software platforms. The deep-dive covers methodology, comparison tables, decision matrix, migration scoring, and FAQs.

Read the full ranking

Closest alternatives in Embedded Analytics Software

#8
GoodData
Long-standing semantic-layer ISV-embed platform with multi-tenant workspaces.
★ 4.3 opaque
#10
Toucan Toco
French-built mobile-first guided analytics for end-user storytelling.
★ 4.5 opaque
#7
Luzmo
Belgian-built white-label embedded analytics with European data residency.
★ 4.6 opaque
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