Industries/AI & ML Lead Generation

Lead Generation for AI and Machine Learning Software

AI and ML Software Lead Generation Built Around Your Best-Fit Buyers

Mercury Labs connects AI and machine learning software companies with pre-qualified, decision-maker-level buyers, from first touch to booked appointment. Every lead is built around your best-fit accounts, qualified against your ICP, and ready to engage.

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Trusted by global enterprise leaders

AI and Machine Learning Market Challenges

Breaking Through the Barriers Slowing Your AI and ML Pipeline

The AI and ML software market is expanding rapidly, but market growth does not guarantee a growing pipeline. Here are the specific barriers keeping AI and ML software companies from generating consistent, qualified leads at scale, and how Mercury Labs helps you break through each one.

Skeptical, Technically Sophisticated Buyers

ML buyers don't respond to marketing language. Data scientists, ML engineers, and VP of Data Science leaders evaluate vendors on technical depth. Mercury Labs trains SDRs on your specific ML solution and positions every outreach message around the buyer's actual use case, environment, and evaluation criteria, so conversations start with credibility, not a cold pitch.

Validation Cycles That Stall Before Procurement

Even when a prospect loves your ML solution, internal validation can add months before procurement even starts. Mercury Labs keeps your brand visible and your relationship warm throughout the entire validation process, so you're still the frontrunner when the buying decision is finally made.

Stretched Sales Resources

A single ML software deal touches Data Science, IT, Finance, Legal, and the C-suite, all with different success metrics and objections. Moving a deal forward means engaging every stakeholder, not just the technical champion. Mercury Labs runs coordinated, persona-specific outreach to every member of the buying committee so no single gatekeeper can kill a qualified deal.

No Visibility Into Which Accounts Are Ready to Buy Now

Most AI and ML software sales teams spend time on accounts that aren't ready while missing the ones that are. Mercury Labs's ICP Generator identifies active buying triggers, so your SDRs prioritize the highest-intent accounts every single week.
Why Choose Mercury Labs

The AI and ML Lead Generation Partner Built for Technical Sales

Proven Track Record Across B2B Technology and AI Companies

Mercury Labs has run multiple B2B campaigns for technology companies — including AI platforms, ML tools, and data science solution providers. That depth of experience means your campaign benefits from proven outreach playbooks, refined ML buyer personas, and a team that already knows what works in your market before your campaign even launches.

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Full-Funnel Pipeline Support Across Every AI and ML Buying Stage

AI and ML software deals rarely close in the first 90 days. Mercury Labs maintains consistent engagement across your entire pipeline through sequenced email, LinkedIn, and re-engagement campaigns, so no qualified prospect goes cold while your sales team focuses on closing. Every touchpoint is designed to keep decision-makers moving forward, not stalling.

Explore Our Lead Nurturing Workflow

Pre-Meeting Briefs That Prime Every Sales Conversation

Every appointment Mercury Labs delivers comes with a detailed pre-meeting brief —such as engagement history, stated ML pain points, tech stack context, likely objections, and buying committee dynamics. Your sales team walks into every discovery call already knowing the prospect, not learning about them for the first time.

See Our Appointment Setting Process

See how Mercury Labs’s AI-powered lead generation builds a pipeline for AI and ML software companies.

Real numbers, real impact

Pipeline Growth Results AI and ML Software Companies Can Count On

30+
Avg. Sales Appointments per Quarter

Every AI and ML lead Mercury Labs delivers is pre-qualified against your ICP, with fit, intent, and buying authority confirmed before a single meeting lands on your sales team's calendar.

20%
Shortened Sales Cycle

AI and ML buyers arrive at your sales conversations already briefed on your solution category and use case, so your team spends less time on discovery and more time moving qualified opportunities toward close.

40%
Increase in Qualified Pipeline Contribution

Mercury Labs's multi-touch outreach identifies and engages AI and ML buyers earlier in their evaluation cycle, so more of your pipeline is built on high-intent prospects, not just inbound interest.

6x
Improvement in Lead Quality

Your sales team focuses only on AI and ML software leads with confirmed purchase authority — expanding your market reach across enterprise, BFSI, healthcare, manufacturing, and technology accounts.

Global AI and ML Software Lead Generation Agency

Go Global With Your AI and ML Software Lead Generation

Every market has buyers actively evaluating AI and ML software solutions right now. The question is whether your outreach can reach them before a competitor does. Mercury Labs delivers localized campaigns built around each region’s specific artificial intelligence and machine learning buyers, industries, and adoption stage, so your pipeline grows in every market you want to win.

N

North America

North America is where the largest concentration of enterprise ML buyers lives, and where the competition to reach them is fiercest. Mercury Labs cuts through the noise with account-specific outreach targeting CTOs, VP of Data Science, and ML Engineering leaders across BFSI, healthcare, manufacturing, and technology, backed by verified contact data and campaigns built around your specific ML solution.

Enter the North American AI and ML Market
A

Asia Pacific

APAC’s ML market is not a single market but a five distinct buying environments across Singapore, Australia, Malaysia, Hong Kong, and New Zealand, each with its own procurement culture and ML adoption stage. Mercury Labs’s 15+ year regional presence means your outreach is built for how buyers in each market actually evaluate and purchase ML solutions, not a generic global template applied to an Asian time zone.

Enter the APAC AI and ML Market
L

Latin America

Latin America’s appetite for ML solutions is growing, but reaching the right buyers requires local knowledge that most global outreach programs don’t have. Mercury Labs builds and runs targeted campaigns across logistics, healthcare, telecom, and financial services, connecting your ML solution with decision-makers who are actively evaluating and have the authority to move forward.

Enter the LATAM AI and ML Market
E

Europe & UK

If your AI and ML software business is already established in the EU or UK, the next growth lever is outbound expansion, not waiting for inbound to reach new markets. Mercury Labs designs and executes multi-channel campaigns that open doors for EU and UK ML companies in North America, Asia-Pacific, and Latin America, tailored to how buyers in each region evaluate new technology vendors.

Take Your AI and ML Software Global

Start a Global AI and ML Software Campaign

Industries We Serve

Lead Generation for Every AI and ML Software Solution

Every AI and ML software solution attracts a different buyer with different evaluation criteria. Mercury Labs builds dedicated ICPs, messaging frameworks, and contact lists for each, so your outreach never sounds generic, and every campaign reaches the right decision-maker with the right message.

Machine learning platforms
Deep learning frameworks & tools
MLOps & model lifecycle management
Predictive analytics & forecasting software
Natural language processing (NLP) platforms
Computer vision & image recognition
Cloud-based ML & AI-as-a-Service
Data labeling & annotation platforms
AI-powered search & knowledge discovery
AutoML & no-code ML platforms
ML-powered cybersecurity & fraud detection
AI-driven business intelligence & analytics
Client Reviews

Top-Rated B2B lead generation company on Clutch and G2

Discover why leading B2B companies across the world rely on Mercury Labs to drive consistent, qualified pipeline growth through precision lead generation, expert-led outreach, and proven multi-channel strategies.

I highly recommend Mercury Labs for lead generation services

As a Chief Commercial Officer, I highly recommend Mercury Labs for lead generation services. We have been using their services since 2022 and have been consistently impressed with their results. Mercury Labs is incredibly result-oriented and has generated numerous leads for us in a stable pattern for over one year.

Paolo Raffaelli
Paolo Raffaelli
Chief Strategic Officer
Inhalation Sciences
Industry: ManufacturingLocation: North America
They have an excellent workflow.

While the work is ongoing, Mercury Labs has been able to improve the follow-up system of the company to their leads. They provide a cost-effective and high-quality service. Communicative and helpful, they work towards making the company profitable.

Hal Norris
Hal Norris
President & Founder
ARC Medical, Inc.
Industry: HealthcareLocation: Tucker, Georgia
I am impressed with the high-quality work delivered by the whole Mercury Labs team.

We kicked off our marketing campaign on September 16 and Jason has been on fire ever since. His level of dedication and consistency is impeccable. Jason has been doing a fantastic job of prospecting and converting leads to meetings and has consistently been getting better and better at what he does.

Bill Faruki
Bill Faruki
CTO
DV8 Infosystems, Inc
Industry: IT ServicesLocation: Irvine, California

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Featured Case Study

Mercury Labs Fuels B2B Pipeline Growth for US-based AI/ML Platform

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The Client

An EU-based provider of an open-source platform for AI and machine learning, supporting data processing, predictive analytics, and scientific computing. The platform serves data scientists and AI/ML professionals across enterprise and research environments.

Client Details
Target location
United States (primary: West Coast, Northeast, and Tech Hubs)
Target industry
Technology, Financial Services, Healthcare & Life Sciences, Research & Academia, Energy & Utilities
Target decision maker
Chief Data Officer (CDO), VP of Data Science, Head of AI/ML Engineering, CTO, Director of Analytics
215
SQLs
262
MQLs
612
LinkedIn Connections
Highlight

Successfully executed a 6-month Lead Generation program for an EU-based AI and Machine Learning software provider.

Published July 1, 2026
Browse for more client success storiesCase Studies

Trusted by B2B Teams Worldwide

The Lead Gen Partner Top-Rated Companies Choose

Real pipeline isn’t measured in star ratings alone—it’s measured in closed revenue and qualified meeting show-up rates. Rated among the top B2B lead generation services on Clutch, G2, and Google, Mercury Labs combines two decades of outbound sales support service with multi-channel AI accuracy.

Frequently Asked Questions

Quick Answers About AI and ML Software Lead Generation

Get quick answers to the most common questions about how Mercury Labs helps AI and machine learning software companies generate qualified leads, book sales meetings, and build a predictable pipeline across North America and beyond. Our team is ready to help with anything else. Send us a message or start a chat.

AI and ML software lead generation refers to targeted B2B outreach programs designed to help machine learning and AI software companies connect with qualified buyers — data science leaders, CTOs, ML engineers, and digital transformation executives — who are actively evaluating solutions in your category. Mercury Labs approaches it through a multi-channel, ICP-driven model that combines AI-powered prospecting, SDR-led outreach, and structured lead nurturing to deliver pre-qualified, decision-maker-level appointments rather than raw contact lists.

Mercury Labs generates AI and ML software leads across BFSI, healthcare, manufacturing, retail, logistics, telecom, and IT and technology verticals. The sectors with the highest ML adoption rates and the most active buying populations. Each vertical receives a dedicated ICP, tailored messaging, and a curated contact list built around the specific ML use cases most relevant to that industry’s decision-makers.

Mercury Labs qualifies every AI and ML lead against your specific ICP criteria, including company size, industry, technology environment, role seniority, budget indicators, and stated ML use case. Every lead handed off comes with a pre-meeting brief covering engagement history, stated pain points, likely technical objections, and current data and AI stack context. Your sales team walks into every meeting prepared, not cold.

Yes. Mercury Labs has operated across Asia-Pacific for over 15 years, with dedicated teams and verified contact databases spanning Singapore, Australia, Malaysia, Hong Kong, and New Zealand. Asia-Pacific is one of the fastest-growing regions for AI and ML technology adoption, and Mercury Labs has the local market knowledge and outreach infrastructure to help AI and ML companies establish and scale their regional presence. Learn more about our Mercury Labs Australia and Mercury Labs Singapore services.

Most Mercury Labs clients begin seeing qualified appointments within the first four to six weeks of campaign launch. The initial weeks focus on ICP definition, contact data build, messaging development, and SDR onboarding to your ML solution. By weeks three and four, outreach cadences are running at full volume, and the first batch of qualified AI and ML software leads typically reaches your CRM within that window.

A standard Mercury Labs campaign for AI and ML software companies includes: a verified, enriched contact list of 2,000 to 8,000 records per quarter; 1,500+ weekly outreach touches across voice, email, and LinkedIn; five to seven sequenced email and LinkedIn cadences; call scripts customized for your ML solution and target verticals; one landing page; two managed LinkedIn profiles; monthly event or webinar support; and weekly strategy syncs with your dedicated Client Success Manager.

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