Haus vs Sellforte

Both tools are listed under Marketing Mix Modeling & Incremental Lift, and both have been fact-checked by a named editor. This page lines up their structured data and quotes each review’s limitations and pricing notes; it does not pick a winner.

Haus

Causal marketing intelligence platform combining geo-lift incrementality experiments, Causal MMM, and an AI media optimization agent.

Pricing: Pricing not disclosed · Autonomy: L3 · Conditional automation · Moat: 3.6/5.0 (Proprietary moat)

Target fit: B2B SaaS, Growth Teams (Web SaaS)

Read the Haus review

Sellforte

Continuous econometric marketing mix modeling platform calculating cross-channel incremental lift and budget allocations without user-level tracking.

Pricing: Custom / enterprise pricing · Autonomy: L3 · Conditional automation · Moat: 3.6/5.0 (Proprietary moat)

Target fit: DTC / eCommerce, Enterprise Brands (Web SaaS)

Read the Sellforte review

How Haus and Sellforte differ

Headquarters: Haus in San Francisco, CA, Sellforte in United States.
Audience: Haus targets B2B SaaS, Growth Teams; Sellforte targets DTC / eCommerce, Enterprise Brands.

Computed from the fields below. Only editor-verified ratings and vendor-sourced prices are compared.

Side-by-side facts

Field	Haus	Sellforte
Subtrack	Marketing Mix Modeling & Incremental Lift	Marketing Mix Modeling & Incremental Lift
Pricing	Pricing not disclosed	Custom / enterprise pricing
Pricing model	Not disclosed	Enterprise / quote
Free access	No free plan disclosed	No free plan disclosed
Enterprise plan	Not recorded	Yes
AI autonomy level	L3 · Conditional automation	L3 · Conditional automation
Moat tier	Proprietary moat	Proprietary moat
Delivery	Web SaaS	Web SaaS
Audience	B2B SaaS, Growth Teams	DTC / eCommerce, Enterprise Brands
Headquarters	San Francisco, CA	United States
Fact-checked	Jagmeet Sine, Oct 16, 2026	Jagmeet Sine, Oct 15, 2026

AI Head-to-Head Procurement Simulator · Evidence-Locked Dossier

Haus vs Sellforte: TCO & constraint stress test

Test how both tools behave under your team size, monthly budget ceiling, CRM ecosystem, and governance guardrails.

1. Team / Seat Scale

2. Monthly Budget Ceiling

3. Primary Stack

4. Guardrail

At 5 seats and a $800/mo ceiling, both Haus and Sellforte land in the same risk band (High Deal-Risk · Constraint Mismatch).

Haus

High Deal-Risk · Constraint Mismatch

Estimated Floor (5 Seats · Enterprise / Custom)Custom Quote (Pricing not disclosed)Vendor does not publish a self-serve USD floor on its pricing page; requires sales qualification.Sales-gated pricing vs. $800/mo cap (High quote risk)

Opaque Enterprise Quoting vs. SMB/Mid-Market Budget: Haus does not disclose a public self-serve floor (Pricing not disclosed). Buyers with a $800/mo cap face high sales-qualification friction.
Sales-Gated Contract Terms: Pricing is available on request through enterprise sales quotes, with customized tiers based on seat counts or usage volume.
Primary Operational Bottleneck: Holdout Opportunity Cost Trade-Off: A fundamental methodological trade-off is that executing statistically valid geo-holdout tests requires temporarily withholding paid media in control regions, creating internal friction during peak seasonal promotions.

Walk-Away Rule: Walk away if you require transparent self-serve monthly billing or your budget ceiling is under $1,000/mo (Haus requires sales-gated custom quoting).

Negotiation Lever: Demand a 30- to 60-day paid pilot opt-out clause in the Haus order form before signing a 12-month enterprise commitment.

Haus Pricing ↗Full Haus Review →

Sellforte

High Deal-Risk · Constraint Mismatch

Estimated Floor (5 Seats · Enterprise / Custom)Custom Quote (Custom / enterprise pricing)Vendor does not publish a self-serve USD floor on its pricing page; requires sales qualification.Sales-gated pricing vs. $800/mo cap (High quote risk)

Opaque Enterprise Quoting vs. SMB/Mid-Market Budget: Sellforte does not disclose a public self-serve floor (Custom / enterprise pricing). Buyers with a $800/mo cap face high sales-qualification friction.
Sales-Gated Contract Terms: Sellforte delivers its software under an annual enterprise subscription structure. Commercial pricing is available on request through tailored enterprise sales quotes based on organizational scale, total advertising spend ingested, and seat deployment requirements.
Primary Operational Bottleneck: Historical Data Cold Start: The statistical validity of the state-space models requires at least two full years of continuous, granular historical expenditure and sales data, preventing newly launched brands or pivot-stage businesses from deriving statistically significant elasticity curves.

Walk-Away Rule: Walk away if you require transparent self-serve monthly billing or your budget ceiling is under $1,000/mo (Sellforte requires sales-gated custom quoting).

Negotiation Lever: Demand a 30- to 60-day paid pilot opt-out clause in the Sellforte order form before signing a 12-month enterprise commitment.

Sellforte Pricing ↗Full Sellforte Review →

Interactive Head-to-Head Scenario Red-Teamer · Fact-Gate Verified

Limitations

Haus

Operational limitations and technical trade-offs include: Holdout Opportunity Cost Trade-Off: A fundamental methodological trade-off is that executing statistically valid geo-holdout tests requires temporarily withholding paid media in control regions, creating internal friction during peak seasonal promotions.

Full limitations in the Haus review

Sellforte

Operational considerations and platform boundaries include: Historical Data Cold Start: The statistical validity of the state-space models requires at least two full years of continuous, granular historical expenditure and sales data, preventing newly launched brands or pivot-stage businesses from deriving statistically significant elasticity curves.

Full limitations in the Sellforte review

Pricing notes

Haus: Pricing not disclosed

Pricing is available on request through enterprise sales quotes, with customized tiers based on seat counts or usage volume.

Pricing details in the Haus review

Sellforte: Custom / enterprise pricing

Sellforte delivers its software under an annual enterprise subscription structure. Commercial pricing is available on request through tailored enterprise sales quotes based on organizational scale, total advertising spend ingested, and seat deployment requirements.

Pricing details in the Sellforte review

Frequently asked questions: Haus vs Sellforte

How does Haus pricing compare to Sellforte in 2026?

Haus is listed at Pricing not disclosed (not disclosed, no free plan disclosed), whereas Sellforte is listed at Custom / enterprise pricing (enterprise / quote, no free plan disclosed).

How do Haus and Sellforte compare on AI autonomy and moat depth?

On the MarTechRadar L1–L5 scale, Haus is rated L3 · Conditional automation with a Proprietary moat moat (3.6/5.0), while Sellforte is rated L3 · Conditional automation with a Proprietary moat moat (3.6/5.0).

Which teams are Haus and Sellforte built for?

Haus is a Web SaaS product in Marketing Mix Modeling & Incremental Lift designed for B2B SaaS, Growth Teams. Sellforte is a Web SaaS product in Marketing Mix Modeling & Incremental Lift designed for DTC / eCommerce, Enterprise Brands.

What are the main limitations of Haus vs Sellforte?

For Haus: Operational limitations and technical trade-offs include: Holdout Opportunity Cost Trade-Off: A fundamental methodological trade-off is that executing statistically valid geo-holdout tests requires temporarily withholding paid media in control regions, creating internal friction during peak seasonal promotions. For Sellforte: Operational considerations and platform boundaries include: Historical Data Cold Start: The statistical validity of the state-space models requires at least two full years of continuous, granular historical expenditure and sales data, preventing newly launched brands or pivot-stage businesses from deriving statistically significant elasticity curves.

Excerpts are quoted verbatim from each fact-checked review. Last updated Oct 16, 2026.