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Comparison guide

Luzmo vs ThoughtSpot for embedded analytics

Luzmo and ThoughtSpot both embed analytics in customer-facing products. Luzmo is guided, product-shaped analytics for data-intensive companies; ThoughtSpot is broader embedded agentic analytics around search, Spotter, and Liveboards.

Last verified:Sources: Luzmo developer documentation (opens in new tab), Luzmo pricing (opens in new tab), ThoughtSpot developer portal (opens in new tab), ThoughtSpot pricing (opens in new tab).

Short answer

ChooseLuzmoif

  • You want analytics designed into the product UX.
  • IQ should use the live dashboard, filters, and charts.
  • You want a public general-production starting price.

ChooseThoughtSpotif

  • Users will ask questions you did not design a dashboard for.
  • You want search, Spotter, and open-ended drill as the product.
  • TML, Organizations, or a dedicated isolation model is decisive.
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4.6/5 on G2(opens in new tab) and Capterra(opens in new tab)

At a glance

Six buyer-level splits. Scan Luzmo against ThoughtSpot in about thirty seconds.

What Luzmo and ThoughtSpot are

ThoughtSpot Embedded is a genuine customer-facing product. This is not internal BI versus embedded analytics.

Luzmo and ThoughtSpot both support embedded analytics. Do you need analytics designed into the product, with IQ using the live dashboard, or a search-led agentic layer across governed data? Software teams are a frequent Luzmo buyer. The category is customer-facing analytics in data-intensive products, not SaaS only.

Luzmo
A managed platform for customer-facing analytics in data-intensive products. Dashboards, self-service, and IQ in the host application.

Last verified:Sources: Luzmo embedded analytics (opens in new tab), Luzmo developer documentation (opens in new tab).

ThoughtSpot
An agentic analytics platform with a dedicated Embedded product: Visual Embed SDK, search, Liveboards, Spotter agents, Organizations, and TML-based developer workflows.

Last verified:Sources: ThoughtSpot (opens in new tab), ThoughtSpot developer portal (opens in new tab).

Key differences in one minute

Five documented differences. Each block is a fact, then why it matters for a buyer, then the source.

  1. 1. Guided product analytics vs open-ended exploration

    Luzmo is organized around designed dashboards, composable analytics, and in-context AI. ThoughtSpot is organized around search, Spotter, and investigation without a predefined path.

    Why it matters: Product teams get more control over UX and how native the embed feels. Teams whose users mostly ask unknown questions get more from ThoughtSpot.

    Last verified:Sources: Luzmo embedded analytics (opens in new tab), ThoughtSpot developer portal (opens in new tab), ThoughtSpot software analytics (opens in new tab).

  2. 2. Embedding architecture

    Luzmo embeds through first-party SDKs, web components, and Flex, with short-lived host-app tokens. ThoughtSpot Embedded uses the Visual Embed SDK for Search, Liveboards, visualizations, or the full application. ThoughtSpot documents an iframe runtime for that SDK.

    Why it matters: Host-app tokens keep identity in your product. A Visual Embed SDK session is a different operating model. Implementation follows that choice.

    Last verified:Sources: Luzmo developer documentation (opens in new tab), ThoughtSpot developer portal (opens in new tab).

  3. 3. Agentic breadth vs dashboard-aware IQ

    ThoughtSpot documents the broader public agent stack. Luzmo IQ operates inside the active dashboard context in the host product.

    Why it matters: A question asked on a filtered dashboard depends on whether the assistant can see that view. Open-ended investigation across governed data is still ThoughtSpot’s documented strength.

    Last verified:Sources: Luzmo IQ (opens in new tab), ThoughtSpot pricing (opens in new tab).

  4. 4. Tenant isolation

    Luzmo scopes embeds with host-app authorization and dataset attributes. ThoughtSpot documents Organizations, RLS-based tenancy, and dedicated environments. Org models need a content-promotion plan.

    Why it matters: Map the isolation model before you score a Yes or No. The wrong model shows up in security reviews and in how you promote content. ThoughtSpot is not limited to one pattern.

    Last verified:Sources: Luzmo developer documentation (opens in new tab), ThoughtSpot pricing (opens in new tab).

  5. 5. Commercial model

    Luzmo publishes general-production list prices and packages against solutions and monthly active users. ThoughtSpot Embedded has a free Developer tier, StartupSpot for eligible companies, and custom Enterprise Embedded. Do not treat per-user embed billing as ThoughtSpot’s universal model.

    Why it matters: Entry offers are not production TCO. Model customer population, AI usage, and warehouse compute. Then confirm Developer limits, StartupSpot eligibility, or Enterprise terms with ThoughtSpot.

    Last verified:Sources: Luzmo pricing (opens in new tab), ThoughtSpot pricing (opens in new tab), ThoughtSpot StartupSpot (opens in new tab).

Feature comparison

Documented capabilities, not product quality. Partial means the capability is supported under a plan, embedding mode, framework, or other documented constraint, not that it is inferior. Read the scope chip before treating a cell as a universal yes.

Showing 5 AI capabilities.

Detailed feature comparison of Luzmo and ThoughtSpot.
Feature LuzmoThoughtSpot Conditions / scope
Embedded conversational AI

Last verified:Sources: Luzmo IQ (opens in new tab), ThoughtSpot pricing (opens in new tab).

Yes

Luzmo IQ in the host application.

Yes

Spotter conversational analytics in Embedded.

See cell notes

Dashboard-aware AI

Last verified:Sources: Luzmo IQ (opens in new tab), ThoughtSpot pricing (opens in new tab).

Yes

IQ uses the current dashboard, filters, and chart context.

Partial

Spotter is documented as search and agent interrogation of governed data. Same-dashboard filter context versus Luzmo IQ needs a product test, not a universal No.

Implementation

Implementation. Do not score as a Luzmo win without a test.

Agent stack beyond chat

Last verified:Sources: Luzmo IQ (opens in new tab), ThoughtSpot pricing (opens in new tab).

Partial

IQ plus MCP. No equivalent public modeling/viz/coding agent family.

Yes

Spotter, SpotterModel, SpotterViz, SpotterCode on current pricing.

See cell notes

MCP server

Last verified:Sources: Luzmo IQ (opens in new tab), ThoughtSpot pricing (opens in new tab).

Yes

Luzmo MCP is available.

Yes

MCP connectors on current pricing. Confirm add-on terms.

See cell notes

Bring your own LLM provider

Last verified:Sources: Luzmo IQ (opens in new tab), ThoughtSpot pricing (opens in new tab).

Partial

Not established from public sources reviewed in Aug 2026.

Yes

Flexible LLM selection. Own-provider fees may apply.

See cell notes

How embedding and identity work

Luzmo keeps identity in the host product with a short-lived token. ThoughtSpot Embedded uses the Visual Embed SDK. Tenants are isolated with Orgs, RLS, or a dedicated environment.

The practical comparison is identity, authentication, tenancy, and how closely the embed sits in the host UX.

Luzmo

  1. 1 Customer signs into your product.

  2. 2 Backend issues a short-lived embed token.

  3. 3 Dashboards, Flex, or IQ load with that token.

ThoughtSpot Visual Embed SDK

  1. 1 Customer signs into your product.

  2. 2 Visual Embed SDK places Search, a Liveboard, a viz, or the full app.

  3. 3 ThoughtSpot documents an iframe runtime for that SDK.

  4. 4 Orgs, RLS, or a dedicated environment isolate tenants.

When Luzmo is a better fit, and when ThoughtSpot is a better fit

Several ThoughtSpot wins are real. The fit depends on the job.

When Luzmo is a better fit

  • Analytics designed into the product

    The platform, packaging, and embed model are built around a designed customer experience in the host UX.

  • Dashboard-aware IQ

    Customers ask questions on a filtered dashboard or a selected chart. IQ is built to use that view in the host product.

  • Multi-framework SDKs

    Luzmo documents first-party React, Vue, and Angular SDKs. ThoughtSpot documents JavaScript, TypeScript, and React. The JS SDK can run in other frameworks, but that is not a first-party Vue or Angular package.

  • Composables and Flex

    Web components and Flex sit in the host UI. ThoughtSpot’s Visual Embed SDK is strong at Search, Liveboards, and visualizations.

  • Public production starting price

    Luzmo publishes a general-production Embedded Everywhere price from €1,995 / $1,995 per month billed annually. ThoughtSpot Embedded Enterprise is custom. Developer and StartupSpot are real offers, not a universal production list.

Already embedding ThoughtSpot? See what migration actually involves.

When ThoughtSpot is a better fit

  • Unpredictable questions

    Search and drill without a predefined dashboard path are a documented ThoughtSpot strength.

  • Agentic analytics platform

    Spotter, modeling, visualization, and coding agents sit on a broader public agent surface than Luzmo IQ. MCP and flexible LLM selection are part of that stack.

  • Several isolation architectures

    Organizations, RLS, and dedicated environments are documented options. Map the model. Do not treat ThoughtSpot tenancy as limited.

  • TML and DevOps

    YAML-based TML content can support CI and promotion, especially with Organizations. Luzmo is not an equivalent content-as-code workbench.

  • Developer and startup commercial routes

    Embedded Developer is free for one year, with documented user and row limits. StartupSpot advertises $12,999/year for qualifying companies.

    Our read: StartupSpot’s $12,999/year is not ThoughtSpot’s universal embedded price. Confirm eligibility with ThoughtSpot. Luzmo publishes Embedded Everywhere from €1,995 / $1,995 per month billed annually, plus usage. Headline prices are not TCO.

Decision guide

Pick from the scenario. ThoughtSpot is the better shortlist in several of these.

  • Analytics should feel designed into the product

    Dashboards, composable widgets, and IQ that follow your UX. Start with Luzmo.

    Better fit: Luzmo

  • Users will ask questions you did not design a dashboard for

    ThoughtSpot is the clearer shortlist. Search, Spotter, and open-ended exploration are the product.

    Better fit: ThoughtSpot

  • AI must see the dashboard the user is looking at

    Start with Luzmo IQ if the question is asked on the dashboard in view.

    Better fit: Luzmo

  • You want an agent stack, not only chat on a dashboard

    Modeling, visualization, and coding agents plus MCP. Run the same job in both if that stack is the deal.

    Better fit: ThoughtSpot

  • You are comparing entry offers

    Check ThoughtSpot StartupSpot eligibility and Developer limits against Luzmo Embedded Everywhere and usage. Do not treat $12,999 as ThoughtSpot’s price for everyone.

    Better fit: Both. Run the same job in each.

  • You need customer analytics and open-ended investigation

    Some teams keep ThoughtSpot for search-heavy work and use Luzmo for the productized customer experience. That split is a scoping choice.

    Better fit: Both. Run the same job in each.

Pricing snapshot

No universal cheaper answer. ThoughtSpot: Developer, StartupSpot for eligible companies, then custom Enterprise. Luzmo: one published Embedded Everywhere plan, then usage.

Luzmo

One plan, Embedded Everywhere, from €1,995 / $1,995 per month billed annually. The bill is a platform fee plus usage on monthly active users, AI conversations, or both. White-labeling, self-service, and governed AI are included. Warp adds data capacity. Enterprise changes deployment, not the product.

ThoughtSpot

Embedded Developer is free for one year, with up to 10 users and 25 million rows. StartupSpot currently advertises $12,999/year for qualifying companies, including ThoughtSpot Embedded, up to 50 external customers, and a Spotter query allowance. Confirm eligibility with ThoughtSpot. Enterprise Embedded is custom. Current Enterprise positioning includes unlimited users and unlimited LLM tokens. Own-provider fees may apply. There is no universal Embedded Enterprise list price, and per-user embed billing is not the model in every offer.

Headline prices are not TCO. Include warehouse compute and AI usage. Developer limits, StartupSpot eligibility, and Enterprise terms change the comparison more than a single cell.

Confirm current Luzmo list prices

Last verified:Sources: Luzmo pricing (opens in new tab), ThoughtSpot pricing (opens in new tab), ThoughtSpot StartupSpot (opens in new tab).

Customer evidence

Customer-reported experience only. Not a source for product capabilities.

Lansweeper
"With Luzmo, we skipped three years of development time and immediately jumped to a full-blown solution."
Maarten Saeys, CPO, Lansweeper
Read the Lansweeper case study

Migrating embedded analytics from ThoughtSpot to Luzmo

You may not need to replace ThoughtSpot internally to move customer-facing analytics to Luzmo.

Treat this as a scoping exercise, not a rip-and-replace of the whole stack. Separate what customers see in the product from internal analytics and from Search or Spotter workflows.

  1. Recreate Liveboards and visualizations. Definitions do not port.
  2. Decide what happens to Search and Spotter workflows. Those are not a dashboard rename.
  3. Remap semantic models and governed metrics onto Luzmo datasets.
  4. Rebuild custom Muze charts or third-party viz on Flex or Luzmo custom charts.
  5. Redesign embed authorization around host-app tokens instead of the Visual Embed SDK session.
  6. Translate Organizations, RLS, or dedicated-environment isolation onto Luzmo tenant authorization.
  7. TML content is not assumed to become Luzmo dashboards. Scope that conversion before you estimate.

Already embedding ThoughtSpot? Recreate Liveboards, remap search workflows and security, rebuild custom visualizations, and redesign embed authorization around host-app tokens. TML and Spotter workflows are not assumed to be portable. Scope that work before you estimate.

Frequently asked questions

Short answers on embedding, Spotter versus IQ, tenancy, pricing, and when ThoughtSpot is the better fit.

  • Is ThoughtSpot good for embedded analytics?

    Yes. ThoughtSpot has a dedicated Embedded product, with Visual Embed SDK, Developer and Enterprise Embedded tiers, search, Liveboards, visualizations, Spotter, Organizations, and developer APIs. It is especially relevant when users ask unpredictable questions. Luzmo is closer when analytics should feel designed into the product UX. See ThoughtSpot developer portal. Last verified: 20 August 2026.

  • What is the difference between Luzmo and ThoughtSpot?

    Both Luzmo and ThoughtSpot can embed analytics in customer-facing products. Luzmo is guided, product-shaped analytics for data-intensive companies, with IQ in the live dashboard. ThoughtSpot is a broader agentic platform with Embedded built around search, Spotter, and Liveboards. See Luzmo embedded analytics and ThoughtSpot developer portal. Last verified: 20 August 2026.

  • Is ThoughtSpot only for internal BI?

    No. That description is outdated. ThoughtSpot documents ThoughtSpot Embedded for product builders, with Developer and Enterprise Embedded tiers, and markets Spotter Embedded for software products. Internal analytics remains part of the platform. Embedding is not a footnote. See ThoughtSpot pricing. Last verified: 20 August 2026.

  • Does ThoughtSpot support embedding individual charts?

    Yes. The Visual Embed SDK can embed Search, Liveboards, individual visualizations, or the full ThoughtSpot application. Do not describe ThoughtSpot as dashboards-only. See ThoughtSpot developer portal. Last verified: 20 August 2026.

  • Does ThoughtSpot support Vue or Angular embedding?

    ThoughtSpot documents JavaScript, TypeScript, and React, and says its JavaScript techniques can work with frameworks that support JS and HTML. It does not publish a first-party Vue or Angular package equivalent to Luzmo. Validate the JS SDK against your architecture. See ThoughtSpot developer portal. Last verified: 20 August 2026.

  • Does ThoughtSpot support white-label embedded analytics?

    Yes. ThoughtSpot documents custom styles, themes, and related branding on Embedded, plus a custom company URL on Enterprise. Plan-specific capabilities apply. See ThoughtSpot pricing. Last verified: 20 August 2026.

  • Does ThoughtSpot support multi-tenant embedded analytics?

    Yes. ThoughtSpot documents Organizations, RLS-based isolation, and dedicated-environment architectures. Org models need a content-promotion plan. Luzmo uses tenant-scoped embed authorization in the host application. See ThoughtSpot pricing. Last verified: 20 August 2026.

  • How does ThoughtSpot Embedded pricing work?

    It depends on the path. Embedded Developer is free for one year, with up to 10 users and 25 million rows. StartupSpot currently advertises $12,999/year for qualifying companies. Enterprise Embedded is custom. Per-user embed billing is not universal, and there is no public Enterprise Embedded list price. See ThoughtSpot pricing and StartupSpot. Last verified: 20 August 2026.

  • Does ThoughtSpot charge per LLM token?

    Not in the current Enterprise model we reviewed. ThoughtSpot’s current Enterprise positioning includes unlimited LLM tokens. Own-provider fees may apply if you bring your own model. Confirm the live pricing page. See ThoughtSpot pricing. Last verified: 20 August 2026.

  • What is Spotter compared with Luzmo IQ?

    Spotter is ThoughtSpot’s agentic analytics surface. ThoughtSpot documents the broader public agent stack. Luzmo IQ operates inside the active dashboard context in the host product. Rank answers only after a same-dataset test. See Luzmo IQ and ThoughtSpot pricing. Last verified: 20 August 2026.

  • Does ThoughtSpot support custom charts?

    Yes. ThoughtSpot documents Muze custom charts and APIs to render governed data through third-party libraries. Luzmo offers custom charts and Flex. Do not claim one is more flexible without a design test. See ThoughtSpot developer portal. Last verified: 20 August 2026.

  • Does ThoughtSpot use an iframe to embed?

    Yes, for the Visual Embed SDK runtime, according to current developer materials. That is an architecture choice, not a claim that ThoughtSpot cannot embed. Luzmo also supports iframe embedding alongside SDKs and web components. See ThoughtSpot developer portal. Last verified: 20 August 2026.

  • Can I keep ThoughtSpot internally and use Luzmo for customers?

    Yes. ThoughtSpot can remain the search and investigation environment while Luzmo delivers the productized customer experience. Moving embeds does not require replacing ThoughtSpot everywhere. See Luzmo embedded analytics. Last verified: 20 August 2026.

  • Does ThoughtSpot support TML and CI/CD?

    Yes. TML is YAML-based content that can support DevOps and promotion, especially with Organizations. Luzmo documents multi-environment publishing and version history, not an equivalent TML workflow. See ThoughtSpot developer portal. Last verified: 20 August 2026.

  • Can teams migrate customer-facing analytics from ThoughtSpot to Luzmo?

    Yes. Teams can move customer-facing analytics to Luzmo without replacing ThoughtSpot for internal search. Expect to recreate Liveboards, remap search and Spotter workflows, rebuild custom visualizations, and redesign embed authorization. TML is not assumed to be portable. Last verified: 20 August 2026.

Appendix

How we research this comparison

Luzmo publishes this comparison and has a commercial interest in the outcome. We cite current first-party documentation, include cases where ThoughtSpot is the stronger fit, and update the page when products change.

Reviewed by: Jonathan Wuurman, VP of Growth, Luzmo

Fact-checked against first-party sources

Last full review:

Luzmo publishes this comparison and has a commercial interest in the result. We still want ThoughtSpot’s current capabilities represented accurately.

ThoughtSpot has moved far from its original search-driven BI positioning. We checked current Embedded pricing, developer documentation, multi-tenancy, security, and agentic analytics materials.

When ThoughtSpot supports a feature, we say so. When it is limited to Enterprise, an add-on, or StartupSpot, we show that condition instead of a generic Yes or No.

Vendor implementation guidance is not an independent benchmark. Performance, AI quality, and design flexibility need the same acceptance test on both products.

Suggest a correction

How we label claims

  • Fact : A product capability explicitly documented by the vendor, with a primary source and verification date.
  • Implication : Our interpretation of a documented fact for a buyer. It is not itself a product capability.
  • Recommendation : Who should choose which product, based on the documented facts above.

Source hierarchy

  1. Official technical documentation
  2. Official pricing pages
  3. Official developer resources
  4. Vendor customer stories for customer-reported outcomes only

Major corrections

  • : Aligned Luzmo list copy with the published Embedded Everywhere offer (from €1,995 / $1,995 per month billed annually, plus usage). ThoughtSpot Developer, StartupSpot, and Enterprise facts unchanged. Not a full re-verification.
  • : Full fact-check against current ThoughtSpot Embedded pricing, developer portal, multi-tenancy, security, and agentic analytics materials. Replaced the outdated “search-first internal BI” framing.

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