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CrowdTangle vs Lightdash

C

CrowdTangle

News

Social media insights and content monitoring platform

From
On request
Rated
-
Full reviewWebsite
Lightdash logo

Lightdash

Business Intelligence

Open-source BI for dbt users

From
Free
Rated
-
Full reviewWebsite

The short version

  • Only Lightdash has a free tier, so it costs nothing to try first.
  • Each has a real cost: CrowdTangle crowdTangle was retired by Meta on 14 August 2024, per Meta's own transparency page (Internet Archive capture, 12 December 2024), with Meta Content Library and Content Library API offered as replacements; Lightdash requires existing dbt infrastructure, not suitable for teams without data models
  • They diverge on capability: CrowdTangle covers Social listening, Lightdash covers dbt Integration.
  • Prices and features above were last checked on 30 August 2026.

Where they differ

Only the attributes on which CrowdTangle and Lightdash actually diverge.

Attributes where CrowdTangle and Lightdash differ
AttributeCrowdTangleLightdash
Starting priceOn requestFree
Pricing modelquoteUnknown
Free tierNoYes
PlatformsWebWeb, Cloud (managed), Self-hosted (on-premise)
CategoryNewsBusiness Intelligence
Founded20112021

Identical on both: user rating (Not yet rated).

What each one covers

Drawn from each product's published feature list. An absence here means we hold no record of it - not that the product lacks it.

Only in CrowdTangle

  • Social listening
  • Viral content tracking
  • Competitor monitoring
  • Brand mention tracking
  • Trending alerts
  • Custom dashboards
  • Team collaboration
  • Report generation

Only in Lightdash

  • dbt Integration
  • Metrics Layer
  • Dashboards
  • Scheduling
  • Version Control
  • dbt
  • BigQuery
  • Snowflake

Both cover

  • Web support

What people use each for

The jobs each tool is most often brought in to do.

CrowdTangle

  • Viral content trackingnot Lightdash
  • Social listeningnot Lightdash
  • Competitor analysisnot Lightdash
  • Trend identificationnot Lightdash

Lightdash

  • Self-service analyticsnot CrowdTangle
  • Data explorationnot CrowdTangle
  • Ad-hoc reportingnot CrowdTangle
  • Collaborative analysisnot CrowdTangle
  • Embedded analyticsnot CrowdTangle

Where each one falls short

Documented limitations, not opinions. Every one is a constraint you would hit in normal use.

CrowdTangle

  • CrowdTangle was retired by Meta on 14 August 2024, per Meta's own transparency page (Internet Archive capture, 12 December 2024), with Meta Content Library and Content Library API offered as replacements

Lightdash

  • Requires existing dbt infrastructure, not suitable for teams without data models
  • Enterprise features and AI agents unavailable in open-source MIT-licensed core

Pricing, plan by plan

CrowdTangle

On request
  • Custom Plan$undefined/custom
    • Social monitoring
    • Competitor analysis
    • Trending content tracking

Lightdash

Free
  • Open SourceFree
    • MIT-licensed core
    • Self-hostable
    • dbt integration
  • Cloud Managed$undefined/mo
    • Managed hosting
    • Premium features
    • AI agent capabilities

Which should you pick?

Choose CrowdTangle if

  • You need social listening.
  • You also want viral content tracking.
CrowdTangle review

Choose Lightdash if

  • You need dbt integration.
  • You want to start without paying.
  • You work on Web, Cloud (managed), Self-hosted (on-premise).
  • You also want metrics layer.
Lightdash review

Questions people ask

Is CrowdTangle or Lightdash better?
Neither clearly leads. CrowdTangle starts at On request and Lightdash at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, CrowdTangle or Lightdash?
Lightdash has a free tier; the other does not. Paid plans start at On request for CrowdTangle and Free for Lightdash.
Does CrowdTangle or Lightdash run on more platforms?
CrowdTangle runs on Web. Lightdash runs on Web, Cloud (managed), Self-hosted (on-premise).
Can I use Lightdash for free?
Yes. Lightdash has a free tier, so you can try it without paying. CrowdTangle starts at On request.
What is CrowdTangle best used for?
CrowdTangle is most often used for viral content tracking, social listening, competitor analysis, trend identification. Of those, viral content tracking and social listening are not what Lightdash is typically brought in for.
What can CrowdTangle do that Lightdash cannot?
CrowdTangle covers Social listening, Viral content tracking, Competitor monitoring, Brand mention tracking. Lightdash covers dbt Integration, Metrics Layer, Dashboards, Scheduling. Both handle Web support.

Answered from the vendors’ own pages

Lightdash: Is Lightdash free?

Yes. Lightdash is free and open source under the MIT license. Self-hosting is completely free. Managed cloud services and enterprise features require separate licensing.

Source
Lightdash: How does Lightdash integrate with dbt?

Lightdash reads dbt models and metric definitions directly. A team defines metrics once in dbt and reuses them across dashboards, exploration, and AI agents without redefinition.

Source
Lightdash: Does Lightdash support SQL queries?

Yes. As a modern BI platform for analysts, Lightdash supports full SQL capabilities alongside dbt model exploration and visual query builders.

Source
Lightdash: What are Lightdash AI agents?

Lightdash AI agents, available on paid plans, allow natural language queries against your data, generating SQL and visualizations automatically from questions.

Source
Lightdash: Can Lightdash be self-hosted?

Yes. Lightdash's MIT-licensed core is completely self-hostable and free. Enterprise features and AI agents ship under separate licensing.

Source
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