Funnel.io 
Improvado Funnel.io vs Improvado
A side-by-side Campaign Performance comparison of Funnel.io and Improvado — capability coverage, pricing, and stack fit, with every recorded cell citing the vendors' own documentation. No referral fees; the data is ours.
Reviewed verdict
Direct substitute — Most teams run one of these, not both.
Both aggregate campaign data, apply marketing data transformations, and deliver reporting for the same buyer.
Drafted by an AI model and checked by hand.
Switching is a project, not a swap. A judgement, not computed from the capability data.
Capability comparison
22on one record only
10on both
| Capability | Funnel.io | Improvado | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| On one record only 22 | |||||||||||
| Ad Targeting / Retargeting | — | Supported Ad Targeting / RetargetingSupported Campaign targeting and launch via MCP improvado.io/docs-section-topic/improvado-mcp ↗ 11 Oct 2026 · Verified by hand | |||||||||
| AI Governance & Guardrails | Not offered AI Governance & GuardrailsNot offered Documentation search checked for AI-specific guardrails, approval workflows, model inventories, PII controls, and usage logging. help.funnel.io/en ↗ Checked · 3 of 3 passes | Supported AI Governance & GuardrailsSupported AI Agent usage rules and workspace policy restrictions improvado.io/docs-section-topic/ai-agent-usag… ↗ 11 Oct 2026 · Verified by hand | |||||||||
| Anomaly Detection | — | Supported Anomaly DetectionSupported Anomalies flagged in AI Agent queries improvado.io/docs-section-topic/new-ai-agent ↗ 11 Oct 2026 · Verified by hand | |||||||||
| Audience Activation / Sync | Not offered Audience Activation / SyncNot offered Documentation search checked for audience-segment synchronization; Funnel documents conversion uploads instead. help.funnel.io/en ↗ Checked · 3 of 3 passes | Supported Audience Activation / SyncSupported Cross-platform audience syncs to advertising platforms improvado.io/docs-section-topic/custom-pipeli… ↗ 11 Oct 2026 · Verified by hand | |||||||||
| Audience Segmentation | Not offered Audience SegmentationNot offered Documentation search checked for rule-based or behavioral audience segmentation. help.funnel.io/en ↗ Checked · 3 of 3 passes | Supported Audience SegmentationSupported Audience workflows based on high-LTV customers and business rules improvado.io/docs-section-topic/custom-pipeli… ↗ 11 Oct 2026 · Verified by hand | |||||||||
| Computed Traits / Aggregations | — | Supported Computed Traits / AggregationsSupported Custom formulas, grouping, joins, and transformation recipes improvado.io/docs/build-custom-transformation ↗ 11 Oct 2026 · Verified by hand | |||||||||
| Cross-device Matching | — | Supported Cross-device MatchingSupported Identity Graph links user identifiers across source systems improvado.io/docs/attribution-product-overview ↗ 11 Oct 2026 · Verified by hand | |||||||||
| Data Access Control | — | Supported Data Access ControlSupported Role-based permissions for platform product areas improvado.io/docs/available-user-roles ↗ 11 Oct 2026 · Verified by hand | |||||||||
| Data Catalog / Discovery | — | Supported Data Catalog / DiscoverySupported Data source overview pages provide source metadata, accounts, extracts, and API updates improvado.io/docs/data-source-overview-page ↗ 11 Oct 2026 · Verified by hand | |||||||||
| Data Lineage | — | Supported Data LineageSupported Lineage UI maps data flow, dependencies, and transformations improvado.io/docs/lineage-ui ↗ 11 Oct 2026 · Verified by hand | |||||||||
| Data Retention / Deletion | — | Supported Data Retention / DeletionSupported Data deletion for extraction orders and data tables improvado.io/docs/data-deletion ↗ 11 Oct 2026 · Verified by hand | |||||||||
| Data Unification / Profile Stitching | — | Supported Data Unification / Profile StitchingSupported Identity Graph and Marketing Common Data Model unify source records improvado.io/docs/attribution-product-overview ↗ 11 Oct 2026 · Verified by hand | |||||||||
| Identity Resolution / ID Graph | — | Supported Identity Resolution / ID GraphSupported Identity resolution engine based on the ID Graph improvado.io/docs/attribution-product-overview ↗ 11 Oct 2026 · Verified by hand | |||||||||
| iPaaS / API Integration | — | Supported iPaaS / API IntegrationSupported Improvado provides connections to marketing platforms and destinations through an integration layer. improvado.io/docs-section-topic/connect-your-… ↗ 11 Oct 2026 · Verified by hand | |||||||||
| Pipeline Orchestration | Not offered Pipeline OrchestrationNot offered Documentation search checked for DAG-style scheduling, dependency management, and pipeline monitoring. help.funnel.io/en ↗ Checked · 3 of 3 passes | Supported Pipeline OrchestrationSupported Scheduled custom pipelines with run history, retries, and monitoring improvado.io/docs/custom-pipeline-runs-and-sc… ↗ 11 Oct 2026 · Verified by hand | |||||||||
| Privacy Compliance (GDPR/CCPA) | — | Supported Privacy Compliance (GDPR/CCPA)Supported GDPR and CCPA compliance documentation improvado.io/legal ↗ 11 Oct 2026 · Verified by hand | |||||||||
| Real-time Analytics | — | Supported Real-time AnalyticsSupported Real-time data queries through AI Agent improvado.io/docs-section-topic/new-ai-agent ↗ 11 Oct 2026 · Verified by hand | |||||||||
| Reverse ETL | — | Supported Reverse ETLSupported Reverse ETL into CRM and advertising platforms improvado.io/docs-section-topic/custom-pipeli… ↗ 11 Oct 2026 · Verified by hand | |||||||||
| Schema Enforcement | — | Supported Schema EnforcementSupported Fixed data schemas and schema configuration for data tables improvado.io/docs/how-to-configure-data-tables ↗ 11 Oct 2026 · Verified by hand | |||||||||
| Schema Management / Data Contracts | — | Supported Schema Management / Data ContractsSupported Recipe versions and transformation schemas improvado.io/docs-section/transformations ↗ 11 Oct 2026 · Verified by hand | |||||||||
| Trigger-based Automation | — | Supported Trigger-based AutomationSupported Webhook event notifications can trigger external automation improvado.io/docs/webhooks ↗ 11 Oct 2026 · Verified by hand | |||||||||
| Workflow Automation | — | Supported Workflow AutomationSupported AI-built production workflows with manual and scheduled execution improvado.io/docs-section-topic/custom-pipeli… ↗ 11 Oct 2026 · Verified by hand | |||||||||
| On both records 10 | |||||||||||
Data integration 1 · core on all
| |||||||||||
Data modeling 2 · all core on 1
| |||||||||||
Analytics 3 · all core on 2
| |||||||||||
Governance 1 · graded apart
| |||||||||||
AI & agents 3 · graded apart
| |||||||||||
Not offered means the evidence sweep read the vendor's documentation and did not find it — hover to see the page it checked. — means no verdict either way. Hover a recorded cell to read its evidence and source; a cell with no source says so, and each cell says whether an AI pass or a person set the grade.
Sources · 42 pages on the vendors' own sites
Funnel.io · 10
Agent Interface (MCP / Tool API) — help.funnel.io/en/articles/15014203-quick-start…Agentic AI / Autonomous Agents — funnel.io/funnel-aiAI Assistant / Copilot — help.funnel.io/en/articles/13393603-navigating-…Business Intelligence / Reporting — help.funnel.io/en/articles/13393603-navigating-…Data Quality / Validation — help.funnel.io/en/articles/11325592-conventionsData Transformation — help.funnel.io/en/articles/1553473-3-organize-y…ETL / ELT — help.funnel.io/en/articles/8020917-what-is-funn…Funnel / Conversion Analysis — help.funnel.io/en/articles/11509665-lstm-modeli…Marketing Attribution (MTA/MMM) — help.funnel.io/en/articles/14301987-introductio…Semantic Layer — funnel.io/funnel-ai Improvado · 32
Ad Targeting / Retargeting — improvado.io/docs-section-topic/improvado-mcpAgent Interface (MCP / Tool API) — improvado.io/docs-section-topic/improvado-mcpAgentic AI / Autonomous Agents — improvado.io/productsAI Assistant / Copilot — improvado.io/docs-section-topic/new-ai-agentAI Governance & Guardrails — improvado.io/docs-section-topic/ai-agent-usag…Anomaly Detection — improvado.io/docs-section-topic/new-ai-agentAudience Activation / Sync — improvado.io/docs-section-topic/custom-pipeli…Audience Segmentation — improvado.io/docs-section-topic/custom-pipeli…Business Intelligence / Reporting — improvado.io/productsComputed Traits / Aggregations — improvado.io/docs/build-custom-transformationCross-device Matching — improvado.io/docs/attribution-product-overviewData Access Control — improvado.io/docs/available-user-rolesData Catalog / Discovery — improvado.io/docs/data-source-overview-pageData Lineage — improvado.io/docs/lineage-uiData Quality / Validation — improvado.io/productsData Retention / Deletion — improvado.io/docs/data-deletionData Transformation — improvado.io/productsData Unification / Profile Stitching — improvado.io/docs/attribution-product-overviewETL / ELT — improvado.io/productsFunnel / Conversion Analysis — improvado.io/docs/pie-funnel-text-heatmap-wid…Identity Resolution / ID Graph — improvado.io/docs/attribution-product-overviewiPaaS / API Integration — improvado.io/docs-section-topic/connect-your-…Marketing Attribution (MTA/MMM) — improvado.io/docs/improvado-attributionPipeline Orchestration — improvado.io/docs/custom-pipeline-runs-and-sc…Privacy Compliance (GDPR/CCPA) — improvado.io/legalReal-time Analytics — improvado.io/docs-section-topic/new-ai-agentReverse ETL — improvado.io/docs-section-topic/custom-pipeli…Schema Enforcement — improvado.io/docs/how-to-configure-data-tablesSchema Management / Data Contracts — improvado.io/docs-section/transformationsSemantic Layer — improvado.io/docs/attribution-product-overviewTrigger-based Automation — improvado.io/docs/webhooksWorkflow Automation — improvado.io/docs-section-topic/custom-pipeli… Choose Funnel.io if you need
On Funnel.io's record, not on Improvado's
Same jobs on record. Decide on price, and on how each connects to what you already run — drop both onto a canvas to see it.
- Pricing
- From $200/mo
Choose Improvado if you need
On Improvado's record, not on Funnel.io's
Same jobs on record. Decide on price, and on how each connects to what you already run — drop both onto a canvas to see it.
- Pricing
- From $0 per month for the Free Limited plan; $100 per month for MCP Only
Comparing three?
Every one of these is a reviewed substitute for both Funnel.io and Improvado.
Funnel.io vs Improvado — FAQ
What is the difference between Funnel.io and Improvado?
Both are Campaign Performance tools. Funnel.io covers the Campaign Performance core; the two records cover the same jobs. The matrix above shows every recorded cell citing the vendors' own documentation.
Is Funnel.io or Improvado better?
Neither is universally better — it depends on your stack. On record the two cover the same jobs, so decide on price and on how each connects to what you already run. Map both against your actual requirements rather than a generic feature count.
How do Funnel.io and Improvado compare on price?
Funnel.io: From $200/mo. Improvado: From $0 per month for the Free Limited plan; $100 per month for MCP Only. Check each vendor's page for current rates.
Free stack audit
Before you choose Funnel.io or Improvado, check what your stack already covers
Teams usually find the overlap is not where they expected. Name the tools you run and the Instant Stack Audit maps which ones duplicate capability — inside Campaign Performance and across the rest of the stack.
Takes about two minutes. Your overlaps and a savings estimate are free — no sign-up. An email address unlocks the costed roadmap.
Funnel.io or Improvado? Decide in your stack's context.
Drop both onto a canvas, see how each integrates with what you already run, and score them against your real requirements — not a generic feature list.
No credit card required. Free plan available.