Funnel vs Improvado
An independent, review-free comparison compiled by the SaaSTracker editorial team. Both products are profiled in full, and neither can pay for placement here.
The short answer
Both sides assessedFunnel compared with Improvado
The closest direct competitor: both sell a governed marketing data layer with heavy transformation rather than a reporting front end, and both land in the same enterprise price band. Funnel is more self-serve and more transparent about list pricing, with a published Starter tier and a 14-day trial. Improvado leans harder on managed onboarding and custom pipeline work, which suits buyers who want the vendor to build the model for them. If you have an analyst who will own the semantic layer, Funnel is usually the faster path; if you want the work done for you, Improvado's services model is the argument.
Improvado compared with Funnel
The most direct like-for-like comparison. Both are marketing data platforms with large connector libraries, cross-channel normalization, and warehouse delivery. Funnel tends to be easier to buy, with clearer self-serve entry and a data-transformation workflow marketers can drive themselves. Improvado leans harder into governance rules, attribution and mix-modeling add-ons, and white-glove services, which reads as an advantage to a large enterprise and as friction to everyone else. Shortlist both; the deciding factor is usually whether you want to run the transformation layer yourself or have a vendor team run it.
Choose Funnel if
Larger agencies, in-house performance teams, and multi-market advertisers with many data sources and more than one downstream consumer of the numbers: the buyer who needs one governed definition of spend and revenue feeding a warehouse, a BI tool, and a client dashboard at the same time.
Choose Improvado if
In-house marketing teams and agencies running significant multi-channel media spend across many accounts, where the real cost is reconciling inconsistent platform data rather than drawing charts, and where governance, warehouse delivery, and auditable AI access to marketing data justify a quoted contract.
Side by side
13 attributes| Attribute | Funnel | Improvado |
|---|---|---|
| Category | Reporting | Reporting |
| Starting price | About $300 per month on Starter, billed annually (14 days trial) | Free Limited at $0 per month; MCP Only at $100 per month; Advanced and Enterprise by quote (free plan available) |
| Pricing model | Two components: a plan fee that determines which connectors, destinations, and features you can use, plus Flexpoints, a usage meter consumed by the data sources you connect, the volume you pull, and the transformations you apply. Plans are quoted billed annually. Funnel Measure is a separate add-on requiring Business or Enterprise. | Tiered subscription metered primarily on data volume (rows per year), agent usage (MCP actions per week and platform actions per day), and workspaces. Two published tiers sit at the bottom (Free Limited and MCP Only at $100 per month); the Advanced and Enterprise tiers that include the full platform, governance, and professional services are custom quote only. Attribution, creative analytics, incrementality testing, and marketing mix modeling are separately priced add-ons. |
| Free plan | No | Free Limited: 50 MCP actions per week, 1 workspace, live API requests to all sources, limited AI agent and MCP access. No stored row allowance. |
| Free trial | 14 days on the Starter plan, with unlimited Flexpoints during the trial | No standard self-serve trial of the full platform; evaluation runs through a demo and a scoped pilot. The Free Limited tier serves as the self-serve entry point. |
| Best for | Larger agencies, in-house performance teams, and multi-market advertisers with many data sources and more than one downstream consumer of the numbers: the buyer who needs one governed definition of spend and revenue feeding a warehouse, a BI tool, and a client dashboard at the same time. | In-house marketing teams and agencies running significant multi-channel media spend across many accounts, where the real cost is reconciling inconsistent platform data rather than drawing charts, and where governance, warehouse delivery, and auditable AI access to marketing data justify a quoted contract. |
| Setup time | Connecting the first sources takes an afternoon, and historical data lands automatically. Building the semantic layer, the part that produces the actual value, typically takes two to six weeks depending on how many markets, currencies, and inconsistent naming conventions you are reconciling. | Weeks, not hours. Reported deployments average around two months end to end, covering connector setup, historical backfill, agreeing metric definitions and naming taxonomy internally, and validating that the numbers tie out against the source platforms. The Free Limited and MCP Only tiers can be started in minutes, but they are not the deployment most buyers are evaluating. |
| Learning curve | Steep for anyone who has not worked with a data model before. The connector setup is easy; the rules engine, custom dimensions, and metric definitions reward someone who thinks in schemas, and reviewers frequently note that in-product guidance is thinner than the complexity warrants. | Steep, and it assumes someone with analytics capability. The connector setup is manageable; the parts that take time are the modeling decisions (which conversion definition wins, how campaign names are parsed, how currency and time grain are handled) and the governance rules. Multiple reviewers describe some calculations as unintuitive and needing custom fixes. |
| Platforms | Web application, Cloud data warehouse destinations, BI tool connectors, Model Context Protocol server | Web application, Warehouse destinations: BigQuery, Snowflake, Redshift, Databricks, Azure, BI destinations: Tableau, Looker Studio, Power BI, MCP server for AI assistants (Claude, Codex, custom agents) |
| Compliance | GDPR, SOC 2 Type II, ISO 27001 | SOC 2, HIPAA, GDPR, CCPA, ISO 27001 |
| Founded | 2014 | 2015 |
| Headquarters | Stockholm, Sweden | San Diego, California, United States |
| Ownership | Independent, venture-backed | Venture-backed, independent |
Strengths and limitations
Funnel
Strengths
- The strongest data modeling layer in marketing reporting: business definitions, derived metrics, and dimension parsing live in one place and propagate to every destination.
- Connector breadth and maintenance quality, including historical backfill and re-fetching of restated platform figures rather than freezing whatever was true on pull day.
- Multi-currency handling that is a first-class feature rather than a spreadsheet workaround, which is decisive for multi-market advertisers.
- Vendor-neutral about presentation: the same modeled data feeds Sheets, Looker Studio, Power BI, Tableau, and a warehouse, so you are not locked into the vendor's charting.
Limitations
- The Flexpoints meter makes bills genuinely hard to forecast; users consistently report costs climbing well beyond the plan fee as sources and destinations accumulate.
- No free plan since early 2026, and only a 14-day trial with unlimited Flexpoints, which tests features but not what your real usage will cost.
- Entry pricing of roughly $300 per month billed annually puts it out of reach for small agencies that a cheaper client-reporting tool serves adequately.
- Enterprise pricing is quote-only, and Snowflake, SSO, SCIM, and audit logs all sit behind that unpublished number.
Improvado
Strengths
- A connector library well past a thousand sources, including retail media, call tracking, and long-tail platforms that lighter tools simply do not cover.
- Genuine harmonization rather than side-by-side widgets: metrics are mapped into one schema so cross-channel numbers can be summed without an analyst arbitrating definitions.
- Warehouse-first delivery into BigQuery, Snowflake, Redshift, Databricks, or Azure, which keeps the data owned by the customer and the BI layer replaceable.
- Marketing Data Governance is a real differentiator: naming enforcement, budget pacing, and brand safety checked continuously against live campaign data.
Limitations
- The useful tiers are quote-only. Advanced and Enterprise have no published price, and the two priced tiers (Free Limited and $100 MCP Only) do not represent the product most buyers evaluate.
- No standard self-serve trial or sandbox of the full platform; access typically requires qualifying as a lead and sitting through a demo first.
- Implementation is a project, not a signup. Reported deployments average around two months including setup, onboarding, and internal alignment on definitions.
- The 2 million rows per year on the MCP Only plan is a hard ceiling that several daily-grain paid media accounts can exhaust, and the next step up is a custom quote with no visible price.
Pricing compared
Funnel
Two components: a plan fee that determines which connectors, destinations, and features you can use, plus Flexpoints, a usage meter consumed by the data sources you connect, the volume you pull, and the transformations you apply. Plans are quoted billed annually. Funnel Measure is a separate add-on requiring Business or Enterprise.
- StarterAbout $300
- BusinessAbout $600
- EnterpriseCustom quote
Funnel is priced as infrastructure, and it is worth infrastructure money only when the data problem is real: many sources, several currencies or markets, and more than one downstream consumer that must agree on the numbers. In that situation the semantic layer is genuinely difficult to replicate and cheaper tools do not attempt it. Below that threshold the value is poor. An agency with five clients on three platforms is paying enterprise plumbing rates for a job a connector tool plus a reporting front end does for a fraction of the price, and the Flexpoint meter adds cost variance that small firms tend to price badly. The honest test is whether anyone in your organization currently spends days reconciling marketing numbers by hand; if not, Funnel is over-specified for you.
Improvado
Tiered subscription metered primarily on data volume (rows per year), agent usage (MCP actions per week and platform actions per day), and workspaces. Two published tiers sit at the bottom (Free Limited and MCP Only at $100 per month); the Advanced and Enterprise tiers that include the full platform, governance, and professional services are custom quote only. Attribution, creative analytics, incrementality testing, and marketing mix modeling are separately priced add-ons.
- Free Limited$0
- MCP Only$100
- AdvancedCustom quote
- EnterpriseCustom quote
Judged against what it replaces, in-house connector maintenance, an analyst reconciling spend by hand, and a BI project that stalls on data quality, Improvado is defensible for an organization spending seven or eight figures on media. The harmonization layer is genuinely hard to build, the governance rules catch problems that cost real money, and warehouse delivery means you are not locked into someone else's dashboard. For a small business or a small agency the calculus inverts. The two published tiers are thin, the tier with the actual product is quote-only, implementation is measured in weeks, and the same monthly client PDF can be produced by a purpose-built agency reporting tool for well under a hundred dollars. Improvado is on this list because agencies encounter it, not because most small agencies should buy it.
Editorial verdict on each
Funnel
Funnel is the most serious data-modeling product in marketing reporting, and it is priced accordingly. The semantic layer, currency handling, campaign-name parsing, and restatement-aware collection solve problems that cheaper tools in this category do not attempt, and the vendor-neutral export story means you can keep your existing dashboards and warehouse. It is also the least small-business-friendly tool here: the free plan is gone, list pricing starts near $300 per month billed annually, Enterprise is quote-only, and the Flexpoints meter makes forecasting the real bill genuinely difficult, which is the complaint that appears most often in customer reviews. Buy it when marketing numbers are reconciled by hand across many sources and markets and the reconciliation itself has become the bottleneck. If the requirement is client dashboards for a handful of accounts, look further down the price list and revisit Funnel when the data problem is real.
Read the full Funnel profileImprovado
Improvado solves a real and genuinely hard problem: making campaign, spend, and revenue data from a thousand platforms comparable enough to be summed, governed enough to be trusted, and portable enough to land in your own warehouse. The governance layer and the MCP server are more than repositioning, and the harmonization work behind them is the kind of thing that takes years to build and is miserable to maintain in-house. It is also, plainly, not a small-business purchase. Two published tiers exist, and neither is the product; the tier that matters is a quote, evaluation runs through a demo rather than a trial, implementation averages about two months, and the highest-value analytics arrive as paid add-ons. If your organization spends seven figures or more on media across many channels and the reconciliation cost is measured in analyst weeks, Improvado is a serious and defensible choice. If you are an agency of five looking for client dashboards next Tuesday, buy something else and revisit this when the data problem, not the reporting problem, is what hurts.
Read the full Improvado profileFunnel profile last reviewed 2026-08-23; Improvado last reviewed 2026-08-23. Pricing is compiled from public sources and can change without notice. See our methodology.