The Great Consolidation: AI M&A in Marketing, Sales & Data
Field notes for marketing and revenue operations leaders

The great consolidation

A tour through two years of marketing, sales, and data-AI startups getting bought, folded in, and quietly switched off — and what the pattern says about where the CRM giants think the value actually lives.

TL;DR

  • ToolDirectory.AI now tracks 270+ AI tools shut down or acquired as of mid-2026, and the year-over-year count roughly doubled every year through 2025.
  • "Acqui-hire, then sunset" is the default outcome in sales/GTM tooling now — five of seven major B2B data-tool deals landed in a single four-month stretch in 2026.
  • Salesforce, HubSpot, and Adobe are buying signal and enrichment data (not features) to feed their own agents — Agentforce, Breeze, CX Enterprise.
  • Snowflake and Databricks both bought competing Postgres startups within weeks of each other in 2025, a sign the transactional data layer got strategic again.
  • Not every AI tool is heading toward a buyout — Jasper AI remains independent, a useful reminder to check before assuming.
  • "Will this vendor still be independent in two years?" now belongs in every MarTech/data stack review.

Every year the "shut down or acquired" count roughly doubled — then, in 2025, more than doubled again. That's not attrition. That's a land grab, and it's reshaping which vendors are safe bets for a multi-year stack.

The graveyard is growing, fast

ToolDirectory.AI's informal but actively maintained tracker counted 270+ tools shut down or acquired as of mid-August 2026 — 127 shut down outright, 61 acquired and then sunset within months, and 82 acquired but kept running as a standalone brand.

22
2023
53
2024
104
2025
73
2026*

*2026 figure is partial-year, through the August update. Why it matters for anyone buying MarTech: if a category has taken three or more acquisitions in eighteen months, the smart assumption for any tool you're evaluating in it is "probably not still independent in two years."

Marketing AI: the suite-builders go shopping

Adobe and Salesforce aren't building agentic marketing from scratch — they're buying the pieces and welding them onto Agentforce and CX Enterprise.

Marketing AI
RiloAdobe · Sept 2026

shut downGTM intelligence agents absorbed into Adobe's marketing & CX products; team joins, product doesn't survive.

Talon.OneAdyen · Jul 2026

absorbed~$880M loyalty & promotions platform, folded into Adyen's payments suite.

OutfunnelPipedrive · Aug 2026

absorbedSales-marketing data connector, pulled in to sync data natively.

SemrushAdobe · 2025–26

absorbed$1.9B deal, expanding Adobe's search & digital-marketing reach.

ClearbitHubSpot · 2023

absorbed~$150M data-enrichment buy, folded into HubSpot's platform.

MarketoAdobe · 2018

absorbed$4.75B — the original precedent everyone still cites.

EloquaOracle · 2012

absorbed$871M — early marketing-automation consolidation, still referenced today.

OwnSalesforce · 2024

absorbed$1.9B backup & data-protection buy, folded into the platform.

Copy.aiFullcast · Oct 2025

absorbedFolded into “Fullcast Propel,” joining Ebsta, Atrium & Commissionly in Fullcast's unified RevOps suite.

Notable holdout

Jasper AI is often lumped into this consolidation story, but it remains an independent, privately held company — projecting roughly $180M in 2026 revenue with 900+ enterprise customers. Not every AI content tool is heading toward a buyout.

Sales & GTM AI: signal tools, absorbed in months

This is the fastest-moving category in the dataset — five of seven major deals landed in a single four-month stretch.

Sales / GTM AI
Common RoomZoom · Jul 2026

absorbedBuyer-signal intelligence folded into Zoom's sales products.

WarmlyHubSpot · Jun 2026

absorbedWebsite-visitor identification, agreement announced June 30.

PocusApollo.io · Mar 2026

absorbedProduct-usage-based sales signals, announced March 19.

Seam AIClarify · Jul 2026

absorbedSales intelligence, announced July 21.

Persana AIRox · May 2026

sunsetPlatform shut down May 2, after the team joined Rox.

CladoClodo · 2026

winding downPeople search reportedly folding into Clodo.

QualifiedSalesforce · Dec ’25 / Apr ’26

migratingAgentic B2B SDR platform folding into Agentforce; still live as customers move over.

Salesloft + Clarimerger · pre-2026

mergedStill shaping how buyers shortlist GTM tools in 2026.

MoveworksServiceNow · Dec 2025

absorbed$2.85B, folded into ServiceNow's Now Assist suite.

Data & analytics AI: Postgres, twice, three weeks apart

Snowflake and Databricks bought competing Postgres startups within weeks of each other in 2025 — a tell that agentic AI has made the transactional data layer suddenly strategic again.

Data / Analytics AI
InformaticaSalesforce · late 2025

absorbed$8B — now a wholly owned subsidiary; open question on its non-Salesforce roadmap.

Crunchy DataSnowflake · Jun 2025

absorbed$250M, became the base for “Snowflake Postgres.”

NeonDatabricks · May 2025

absorbed$1B; became “Lakebase” one month later.

Data.WorldServiceNow · May 2025

absorbedFolded into ServiceNow's data & governance stack.

Observe AISnowflake · Jan 2026

absorbed~$1B, expanding observability in Snowflake's AI Data Cloud.

Select StarSnowflake · Nov 2025

absorbedData governance capability, absorbed directly.

OsmosMicrosoft Fabric · Jan 2026

absorbedAI data-engineering; ETL & Spark automation brought in-house.

PantherDatabricks · Jun 2026

absorbedSecurity analytics — Databricks' 18th acquisition to date.

TableauSalesforce · 2019

still standalone brandNow layered with Einstein Copilot & Tableau Pulse for AI summaries.

SegmentTwilio · 2020

absorbed$3.2B — the CDP category's own early consolidation precedent.

Four patterns worth remembering

Strip away the logos and dollar figures, and the same four moves keep repeating.

Acqui-hire, then sunset

Taking the team and the IP while retiring the standalone product is now the default outcome, not the exception.

Signal is the real prize

The CRM giants are buying enrichment and intent data specifically to feed their own agents, not to sell as standalone tools.

The data layer got strategic again

Snowflake and Databricks are racing on Postgres, governance, and observability because agentic workloads made the transactional layer matter again.

Vendor risk is now a real question

“Will this still be independent in two years?” belongs in every stack review — Informatica-under-Salesforce is the reference case.

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