INCRMNTAL

Name: INCRMNTAL
Brand: INCRMNTAL

AI Native

The First AI Attribution Platform

Est 2020|Valuation $11.3M|Raised $5.5M|42 Ref Customers

LinkedIn 5K|Web traffic 5K|FTEs 25|HQ Tel Aviv, Tel-Aviv District, IL

MarketsMarketing Mix Modeling (MMM)Marketing Attribution

Published Oct 14, 2026

01Common complaints

- If an organization requires experiment-first causal proof (randomized experiments or geo tests) as the primary standard for decision-making, a platform centered on planned experiments may be more appropriate. - If the organization requires classic MMM outputs (response curves, decomposition, forecasting) and does not have a separate MMM capability. - If procurement requires a publicly documented SOC 2 Type II report and the vendor cannot provide one. - If the organization requires fully transparent, self-serve pricing for immediate evaluation; the vendor uses a sales-led pricing approach for some tiers. - If the organization relies heavily on broad public review volume from platforms like G2/TrustRadius/Gartner for vendor selection, as INCRMNTAL’s public review coverage is limited.

Deal disqualifiers (poor fit)

The organization requires a formal MMM engagement with response curves, long-term decomposition, and scenario planning and does not have MMM capabilities elsewhere.
The procurement/security checklist mandates SOC 2 Type II and ISO 27001 alone is insufficient.
Paid media programs are too small or too stable to generate the variation required for reliable inference.

Publicly observable limitations

Limited third-party review volume on major review platforms; this is a buyer risk for organizations that rely on broad independent reviews.
Pricing transparency: some tiers are sales-led and dollar amounts are not fully public.

Potential technical/operational limitations (areas to validate in pilots)

Data freshness requirements and reporting lag, especially for TV/CTV and offline conversions.
Measurement granularity: buyers frequently ask about the achievable granularity of incrementality estimates (campaign-level, geo-level, ad-group-level).
Integration edge cases: reconciling aggregated identifiers (geo/time) and platform-reported conversions versus internal truth.

Roadmap items

No clear public roadmap with dated commitments was found in the sources accessed. Buyers should request roadmap details during vendor diligence.

02Why they buy

Unique selling points supported by available evidence

- ISO/IEC 27001:2022 certification is publicly promoted and certificate links are provided on vendor pages. - The vendor emphasizes an approach that does not require user-level identifiers for its incrementality measurement. - The approach is presented as continuous (always-on) incrementality estimation using natural variation rather than requiring holdout experiments. - Product materials emphasize cross-channel coverage, including channels beyond typical digital inventory (CTV, OOH, influencers, audio).

Where competitors may have advantages

Measured: stronger public positioning around experiment libraries and validated experiments, which may appeal to measurement purists.
Attribution suites (e.g., Rockerbox): may provide a more consolidated attribution and reporting stack for teams that prefer an integrated measurement cockpit.

03Field reports

Gartner Peer Insights (attempted)

Gartner has an INCRMNTAL vendor page, but it has no user reviews listed. This limits the ability to cite independent, verified end-user feedback from that source.

Vendor testimonials (vendor-selected)

Vendor-provided testimonials on the INCRMNTAL website include comments attributed to users at companies such as Hopper, KLAR, and PLAION. Examples cited on the vendor site include claims about improved measurement and channel scaling. These quotes are vendor-selected and not independently verified; methodology and context for performance claims are generally not disclosed.

Community discussion

A thread in a public online data-science community includes a clarification posted by someone appearing to be affiliated with the vendor stating that INCRMNTAL is not a classical marketing-mix-modeling (MMM) platform but uses other approaches. This comment is a product clarification rather than an independent user case study.

Directory listings

Public software directories list integrations and sometimes display starting pricing in entries. Directory content is generally self-reported or unverified and should be treated as indicative rather than definitive.

Independent review sites

Some less-established review sites contain positive-sounding reviews that are difficult to independently validate. These listings should be treated as low-confidence evidence compared with established B2B review platforms.

Common themes cited by customers (from vendor materials and limited community input)

Desire to move beyond click-based attribution.
Interest in measuring incrementality across channels that are difficult to measure via user-level attribution (e.g., OOH/CTV).
Avoiding the operational cost of frequent holdout experiments.

Common reasons some teams may not choose or may churn (inferred)

Because independent review volume is limited, churn reasons are not well evidenced. Plausible disqualifiers include:

Preference for experiment-driven incrementality vendors (for controlled causal identification).
Need for a traditional MMM model and deliverables (response curves, long-term decomposition, scenario planning).
Procurement requirements for SOC 2 Type II or detailed enterprise security documentation.

Vendor use-case claims (examples)

Vendor-published narratives include claims such as a notable increase in gross profit for a specific customer after implementing operational changes guided by the platform, and examples of measuring OOH campaigns with regular incrementality insights. Critical evaluation: - These outcomes are vendor-published and are not independently verified in the public record. - Methodological details (baseline period, control of confounds, statistical significance) are not disclosed in the vendor materials reviewed. - Treat vendor case studies as signals to investigate during evaluation rather than as independent proof of outcomes.

Industry report PDFs

The vendor publishes industry reports (for example, a recent CTV report). These reports provide vendor-collected data and analysis and may be useful as vendor-provided market perspectives; they are not substitutes for third-party validated case studies.

04Best fit

Company size (practical ranges)

Based on pricing style, integration surface area, and multi-channel scope:

Mid-market to enterprise advertisers
Rough heuristic: organizations ranging from mid-sized to large by headcount and/or meaningful paid media budgets (often substantial annual spend; could be lower for businesses with complex channel mixes).

Strongest industries / verticals (from customer names and positioning)

Mobile apps and marketplaces (e.g., Hopper)
Fintech and consumer apps (e.g., Klar)
Gaming and interactive entertainment (e.g., console/PC publishers)
E-commerce, direct-to-consumer, and subscription businesses with frequent budget iteration

Roles and personas

Decision makers: VP Growth, VP/Director of Performance Marketing, Chief Marketing Officer (performance-oriented)
Champions: marketing analytics/marketing science managers, user acquisition leads
Daily users: growth marketers, analysts

Qualification criteria (good fit)

The organization runs multiple channels, including channels that are difficult for user-level attribution (CTV, OOH, influencers).
There is sufficient variation in spend or strategy to produce measurable signals for the statistical models.
The organization can integrate conversion and KPI outcomes consistently (server-side events, mobile measurement partner events, orders).

05The pitch

What the product does (core value proposition)

INCRMNTAL is a marketing measurement platform focused on continuous incrementality measurement. The product is designed to estimate the causal, incremental business impact of marketing activity across channels (mobile, web, TV/CTV, influencers, OOH/DOOH, audio/podcasts) without relying on user-level tracking identifiers or requiring planned holdout/blackout experiments for every decision. The vendor describes its core capability as using natural variation in marketing activity ("fluctuations") to infer incrementality and provide near-real-time guidance for budget allocation and channel decisions.

Target market and positioning

- Primary buyers/users: performance marketing leaders, growth teams, marketing analytics/marketing science, user acquisition teams, and data analysts at organizations running multi-channel paid marketing. - Positioning theme: emphasizes measuring causal impact rather than click-based metrics, with attention to privacy constraints (cookie/ID deprecation) and limitations of click-path attribution. - Likely adoption sweet spot (inferred): mid-market to enterprise advertisers with meaningful paid media complexity (multiple channels, geographies, creatives, and frequent budget changes).

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