{"id":119388,"date":"2026-03-21T04:32:42","date_gmt":"2026-03-21T04:32:42","guid":{"rendered":"https:\/\/mailinvest.blog\/index.php\/2026\/03\/21\/smartly-signs-loi-to-buy-incrmntal-adding-always-on-incrementality\/"},"modified":"2026-03-21T04:33:43","modified_gmt":"2026-03-21T04:33:43","slug":"smartly-signs-loi-to-buy-incrmntal-adding-always-on-incrementality","status":"publish","type":"post","link":"https:\/\/mailinvest.blog\/index.php\/2026\/03\/21\/smartly-signs-loi-to-buy-incrmntal-adding-always-on-incrementality\/","title":{"rendered":"Smartly signs LOI to buy INCRMNTAL, adding always-on incrementality"},"content":{"rendered":"

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Neatly signed a letter of intent to accumulate INCRMNTAL, a Tel Aviv-based advertising and marketing measurement firm that makes use of AI and causal inference to quantify the incremental worth of promoting spend with out counting on user-level information or monitoring. The announcement, dated March 16, 2026, was constituted of New York and marks probably the most direct growth of Neatly’s measurement capabilities because the firm started its push into synthetic intelligence-led promoting orchestration.<\/p>\n

The deal has not but closed. A letter of intent – generally known as an LOI – is a non-binding doc that alerts an intention to proceed towards a proper acquisition settlement, topic to due diligence, negotiation, and customary closing circumstances. Monetary phrases weren’t disclosed within the announcement.<\/p>\n

The businesses concerned<\/h2>\n

Neatly describes itself as an AI-powered promoting know-how firm that unifies inventive and media workflows for manufacturers managing campaigns throughout social, commerce, and related tv. In response to the corporate, it helps greater than 800 manufacturers and manages over $7 billion in promoting spend globally. Neatly\u00a0holds strategic partnerships<\/a>\u00a0with Amazon, Google, Meta, Pinterest, Reddit, Snap, Spotify, and TikTok, and is\u00a0ranked as the leader in The Forrester Wave: Creative Advertising Technologies<\/a>. PwC-validated outcomes cited in Neatly’s supplies embody a 5.5x return on ad spend and 42 minutes saved each hour of marketing campaign administration.<\/p>\n

INCRMNTAL was based in 2020 – and lists 2021 as its founding 12 months on LinkedIn – by Maor Sadra and Moti Tal, each described as trade veterans. The corporate employs between 11 and 50 individuals and is headquartered in Tel Aviv. Its LinkedIn web page carries round 4,000 followers and lists the corporate as licensed underneath ISO\/IEC 27001:2022, an internationally acknowledged customary for data safety administration. Clients named in firm supplies embody Hopper, eToro, Binance, Autoscout24, Huuuge Video games, and SEGA. Roku additionally cited INCRMNTAL as a measurement accomplice in its This fall 2025\u00a0earnings disclosures published on PPC Land<\/a>, itemizing it alongside iSpot and AppsFlyer as a part of Roku’s measurement and efficiency functionality scaling.<\/p>\n

What INCRMNTAL does technically<\/h2>\n

The INCRMNTAL platform is constructed round\u00a0always-on incrementality measurement<\/strong>\u00a0– a design selection that distinguishes it from conventional experimental approaches. Customary incrementality testing, as practiced by platforms corresponding to Google and Meta, sometimes requires advertisers to create holdout teams, pause parts of their media exercise, or run managed experiments that interrupt regular marketing campaign operations.\u00a0Google reduced the minimum budget required for its own incrementality testing to $5,000 in May 2025<\/a>, utilizing Bayesian statistical methodology to make experiments extra accessible. However even at that threshold, the method nonetheless entails experimental design and viewers exclusion.<\/p>\n

INCRMNTAL takes a special path. In response to the corporate’s supplies, its AI-powered methodology analyzes pure fluctuations in marketing campaign exercise quite than forcing entrepreneurs to exclude audiences, pause campaigns, or design formal experiments. The platform makes use of\u00a0reinforcement studying<\/strong>\u00a0and\u00a0causal AI<\/strong>\u00a0to isolate incremental sign from natural variation in spend and efficiency information. This implies it could actually, in concept, run repeatedly alongside reside campaigns with out disrupting them.<\/p>\n

The platform is described as\u00a0privacy-centric<\/strong>\u00a0by design. It doesn’t require user-level information to function and doesn’t obtain or course of delicate private details about particular person customers. This positions it alongside a rising class of measurement instruments which have gained traction as third-party monitoring has turn into tougher to depend on – together with advertising and marketing combine modeling platforms like\u00a0Google’s open-source Meridian<\/a>\u00a0and proprietary fashions like\u00a0the one introduced by Prescient AI in July 2025<\/a>.<\/p>\n

INCRMNTAL measures impression throughout a variety of media channels: cellular, internet, TV and CTV, influencer advertising and marketing, out-of-home and digital out-of-home, audio, and podcasts. That breadth is notably wider than many level options, which are likely to deal with a selected channel or atmosphere. The corporate positions its answer as complementary to, quite than a substitute for,\u00a0advertising and marketing combine modeling (MMM)<\/strong>\u00a0and\u00a0multi-touch attribution (MTA)<\/strong>\u00a0– the 2 most established measurement methodologies within the trade.<\/p>\n

Why measurement is underneath strain<\/h2>\n

The context for this acquisition is a measurement atmosphere that has turn into significantly harder over the previous a number of years. Privateness rules throughout Europe and the USA have constrained the provision of user-level monitoring. Apple’s App Monitoring Transparency framework, launched in 2021, eliminated a serious supply of deterministic sign from cellular promoting. The deprecation of third-party cookies, although delayed repeatedly, has pushed entrepreneurs towards probabilistic and combination approaches.<\/p>\n

The outcomes haven’t all the time been passable.\u00a0Research from TransUnion and EMARKETER released in October 2025<\/a> discovered that 54.1% of selling professionals reported no change in measurement confidence year-over-year, whereas 14.3% stated confidence had truly declined. When requested about their most urgent measurement challenges, 67.4% of respondents recognized proving\u00a0incremental ROI<\/strong>\u00a0to justify spend – the only highest precedence, forward of cross-channel attribution accuracy at 55.1%.<\/p>\n

These numbers illustrate a structural hole. Entrepreneurs are being requested to exhibit the true enterprise impact of every greenback spent, however the instruments out there to them have traditionally made that troublesome. Final-touch attribution – the follow of assigning full credit score for a conversion to the final promoting touchpoint earlier than buy – has been extensively criticized as a distorting methodology.\u00a0An agency CEO even launched a public apology campaign in November 2025<\/a>\u00a0for having reported inflated ROAS figures derived from precisely this type of attribution. As that article famous, analysis from Kochava had proven that\u00a0marketing mix modeling revealed 35% higher incremental impact for TikTok campaigns<\/a>\u00a0in comparison with last-touch attribution reporting.<\/p>\n

Trade our bodies have responded. The IAB and IAB Europe revealed frameworks on incrementality in commerce media in\u00a0September<\/a>\u00a0and\u00a0November 2025<\/a>, defining incrementality because the causal impression of selling – the extra enterprise outcomes straight pushed by a marketing campaign in comparison with what would have occurred with out advertising and marketing exercise. The frameworks distinguish incrementality from attribution and return on ad spend calculations, which present outcomes quite than causality. That definitional readability issues as a result of it locations incrementality in a class of its personal: one targeted on causation, not correlation.<\/p>\n

What the combination is meant to do<\/h2>\n

In response to the announcement, the deliberate integration will translate INCRMNTAL’s incrementality alerts straight into Neatly’s planning and optimization workflows. The intent, as described, is to attach measurement output to media decision-making in actual time – in order that finances allocation choices throughout social, commerce, and CTV channels will be knowledgeable by incrementality information quite than solely by attribution reviews.<\/p>\n

Laura Desmond, CEO of Neatly, stated within the announcement: “Advertising and marketing leaders at present are demanding higher measurement for efficiency and accountability. Incrementality is turning into more and more vital in a world the place conventional approaches are challenged to maneuver on the velocity of AI and the altering shopper journey. With INCRMNTAL, Neatly allows entrepreneurs to attach what’s taking place of their enterprise outcomes in actual time with how they optimize media, inventive, and campaigns, to allow them to see efficiency because it occurs and take instant motion.”<\/p>\n

That framing – connecting measurement to motion quite than treating them as sequential steps – is important. Most measurement platforms produce outputs that advertisers then interpret and act on manually, usually with a delay of days or perhaps weeks. Integrating incrementality alerts into reside optimization creates a shorter suggestions loop, although the technical particulars of how that integration will operate inside Neatly’s current platform weren’t specified within the announcement.<\/p>\n

Neatly’s latest trajectory<\/h2>\n

The INCRMNTAL acquisition try suits right into a broader sample of exercise at Neatly over the previous twelve months. The corporate\u00a0opened a Mexico City hub in March 2026<\/a>\u00a0for product, engineering, and business groups, becoming a member of a community of 17 regional places of work. In March 2026, it introduced an\u00a0integration with Amazon DSP<\/a>\u00a0extending AI-powered inventive optimization to Prime Video, Fireplace TV, and third-party writer stock. Earlier than that, in\u00a0November 2025<\/a>, the corporate launched two AI-powered inventive intelligence merchandise – Artistic Predictive Potential and Artistic Insights – utilizing laptop imaginative and prescient and eye-tracking fashions to guage consideration patterns earlier than campaigns launch.<\/p>\n

In\u00a0October 2025<\/a>, Neatly appointed three senior executives concurrently: Maxwell Tang as Chief Product Officer, Melissa Yang as SVP of Ecosystems and AI Functions, and Julie Inexperienced as SVP of International Buyer Success. These hires drew from Etsy, TikTok, Netflix, Amazon, and Meta. A\u00a0September 2025 integration with Spotify Ads Manager<\/a> prolonged the platform into audio, finishing a channel footprint that now spans social, commerce, audio, and related tv.<\/p>\n

The promoting spend determine Neatly manages has grown alongside this exercise. Earlier bulletins cited $6 billion; the present determine in at present’s announcement is over $7 billion. The managed spend trajectory displays each shopper retention and the addition of latest manufacturers, although the corporate has not damaged down progress by channel or geography in its public statements.<\/p>\n

Broader implications for the measurement market<\/h2>\n

Acquisitions of measurement corporations by promoting know-how platforms aren’t new, however they’ve accelerated because the trade has grappled with the boundaries of attribution. Measurement is more and more being handled as infrastructure embedded inside marketing campaign administration quite than a separate analytical layer accessed after the actual fact.<\/p>\n

Marketing measurement confidence has stalled despite data growth<\/a>. Practically 27% of respondents within the TransUnion and EMARKETER research expressed dissatisfaction with their present measurement know-how stack. The most well-liked methodology in use remained platform-provided attribution at 65.8%, however entrepreneurs supplemented it with incrementality testing (52.0%) and advertising and marketing combine modeling (49.5%). Funding plans pointed in the identical route: 46.9% of respondents deliberate to extend spending on MMM over the subsequent 12 months.<\/p>\n

For promoting know-how corporations, proudly owning a measurement layer creates product stickiness. If incrementality alerts move straight into finances optimization inside a platform, the measurement software turns into troublesome to separate from the marketing campaign administration workflow. That integration logic could also be as commercially vital as any technical measurement benefit.<\/p>\n

The\u00a0French digital advertising trade group Alliance Digitale<\/a>\u00a0revealed a 57-page white paper in January 2026 recommending that entrepreneurs mix attribution and contribution approaches – together with MMM, incrementality testing, and unified advertising and marketing measurement. The steerage displays a rising consensus: no single methodology gives a whole image, and the platforms that may home a number of approaches in a single atmosphere acquire a structural benefit.<\/p>\n

Whether or not the Neatly-INCRMNTAL mixture delivers on that promise is dependent upon how deeply the combination is executed and whether or not the always-on methodology holds up at scale throughout the varied channel combine Neatly’s 800-plus manufacturers function in.<\/p>\n

Timeline<\/h2>\n
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  • 2020\/2021<\/strong>\u00a0– INCRMNTAL based in Tel Aviv by Maor Sadra and Moti Tal<\/li>\n
  • March 2024<\/strong>\u00a0–\u00a0Google unveils Meridian, an open-source marketing mix model<\/a><\/li>\n
  • June 2024<\/strong>\u00a0–\u00a0Marketing mix modeling sees resurgence as privacy-compliant measurement approach<\/a><\/li>\n
  • January 29, 2025<\/strong>\u00a0–\u00a0Google opens Meridian globally for all marketers<\/a><\/li>\n
  • Might 22, 2025<\/strong>\u00a0–\u00a0Google reduces incrementality testing budget minimum to $5,000 using Bayesian methodology<\/a><\/li>\n
  • July 2025<\/strong>\u00a0–\u00a0Prescient AI introduces first fundamentally new marketing mix model since the 1960s<\/a><\/li>\n
  • August 23, 2025<\/strong>\u00a0– INCRMNTAL LinkedIn web page verified on this date, per platform data<\/li>\n
  • September 3, 2025<\/strong>\u00a0–\u00a0Smartly integrates Spotify Ads Manager, expanding to audio<\/a><\/li>\n
  • September 9, 2025<\/strong>\u00a0–\u00a0IAB and IAB Europe publish incrementality framework for commerce media<\/a><\/li>\n
  • September 23, 2025<\/strong>\u00a0–\u00a0Kochava research shows marketing mix modeling reveals 35% higher TikTok incrementality<\/a><\/li>\n
  • October 1, 2025<\/strong>\u00a0–\u00a0Smartly appoints three senior executives from Etsy, TikTok, Netflix, Amazon, Meta<\/a><\/li>\n
  • October 21, 2025<\/strong>\u00a0–\u00a0Research from TransUnion and EMARKETER shows 54.1% of marketers report no improvement in measurement confidence<\/a><\/li>\n
  • November 3, 2025<\/strong>\u00a0–\u00a0IAB releases comprehensive measurement framework for commerce media campaigns<\/a><\/li>\n
  • November 4, 2025<\/strong>\u00a0–\u00a0Newton Research integrates incrementality analysis within Snowflake<\/a><\/li>\n
  • November 5, 2025<\/strong>\u00a0–\u00a0Smartly 2026 Digital Trends Report finds 92% of marketers say AI reshapes customer engagement<\/a><\/li>\n
  • November 9, 2025<\/strong>\u00a0–\u00a0Agency CEO launches public apology for inflated ROAS metrics from last-touch attribution<\/a><\/li>\n
  • November 18, 2025<\/strong>\u00a0–\u00a0Smartly introduces Creative Predictive Potential and Creative Insights<\/a><\/li>\n
  • January 29, 2026<\/strong>\u00a0–\u00a0Alliance Digitale publishes 57-page white paper recommending hybrid measurement approaches<\/a><\/li>\n
  • February 16, 2026<\/strong>\u00a0–\u00a0Roku cites INCRMNTAL as measurement partner in Q4 earnings disclosures<\/a><\/li>\n
  • February 19, 2026<\/strong>\u00a0–\u00a0Google launches Scenario Planner for Meridian, enabling code-free budget simulations<\/a><\/li>\n
  • March 2, 2026<\/strong>\u00a0–\u00a0Smartly announces integration with Amazon DSP for Prime Video and Fire TV<\/a><\/li>\n
  • March 10, 2026<\/strong>\u00a0–\u00a0Smartly opens Mexico City hub for engineering, AI, and commercial teams<\/a><\/li>\n
  • March 16, 2026<\/strong>\u00a0– Neatly indicators letter of intent to accumulate INCRMNTAL<\/li>\n<\/ul>\n

    Abstract<\/h2>\n

    Who:<\/strong>\u00a0Neatly, a New York-based AI-powered promoting know-how firm managing over $7 billion in world ad spend for 800-plus manufacturers, and INCRMNTAL, a Tel Aviv-based AI incrementality measurement platform based by Maor Sadra and Moti Tal and using 11 to 50 individuals.<\/p>\n

    What:<\/strong>\u00a0Neatly signed a letter of intent to accumulate INCRMNTAL. The deal, if accomplished, will combine INCRMNTAL’s always-on incrementality measurement – which makes use of causal AI and reinforcement studying to quantify the true enterprise impression of promoting with out user-level information – straight into Neatly’s platform for planning and real-time optimization throughout social, commerce, and CTV channels.<\/p>\n

    When:<\/strong>\u00a0The letter of intent was signed on March 16, 2026. The transaction has not but closed, and monetary phrases weren’t disclosed.<\/p>\n

    The place:<\/strong>\u00a0Neatly is headquartered in Helsinki and operates from New York as a business hub. INCRMNTAL is headquartered in Tel Aviv, Israel. The announcement was issued from New York.<\/p>\n

    Why:<\/strong>\u00a0Measurement has turn into one of many central challenges in digital promoting as privateness rules and monitoring restrictions have eroded the reliability of user-level attribution. Incrementality – measuring the causal impact of promoting relative to what would have occurred with out it – is more and more seen as a extra defensible methodology. Neatly is in search of to embed that functionality inside its marketing campaign administration platform in order that measurement alerts can inform real-time finances choices, quite than being reviewed individually after campaigns have run.<\/p>\n

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