SAAS
How SQUIRRO achieved 43 positive replies per month with Outbound System
~43 positive replies every month
meetings booked in 7 months
Average Replies Per Month
Outbound channel used
CLIENT REVIEW
Hear it straight from the client

Steven Grinberg
Senior Marketing Director at SQUIRRO
THE CHALLENGE
Where they were stuck
Squirro sells enterprise AI to CTOs and technical leaders, buyers who evaluate everything through a technical lens and delete feature-list pitches on sight. Outbound had to earn their attention with specifics.
CTOs evaluate vendors through a technical lens and delete feature-list pitches on sight.
The platform only delivers value for companies with large unstructured datasets, so targeting had to be surgical.
The team needed a done-for-you outbound system, not another internal hiring experiment.
THE SYSTEM WE BUILT
How we solved their problems
Target by tech stack, not job title
Prospect lists were built from tech stack data and organizational signals: companies with large unstructured datasets, data science teams big enough to evaluate and implement, and technology environments Squirro integrates with cleanly. That filtered out accounts where the platform could never deliver value, before a single email was sent.
Earn technical attention with specifics
Sequences led with a concrete performance claim, 3x faster insights for enterprises with comparable data environments, backed by enough technical specificity to earn a CTO's attention. LinkedIn outreach at the CTO and VP of Engineering level focused on how Squirro's generative AI search differs from the retrieval approaches prospects already used, and AI cold calling re-engaged accounts that showed interest but hadn't booked.
Sustain qualified pipeline
The campaign generated roughly 43 qualified responses per month and 28 meetings over 7 months. Squirro's team confirmed the lead quality directly: squarely in their ICP and exactly who they were looking for.
Selling enterprise AI to CTOs requires a fundamentally different outbound approach than selling to marketing or sales leaders. These buyers evaluate technology purchases through a technical lens. They want architecture details, integration feasibility, and performance benchmarks, not feature lists and buzzwords. We built Squirro's prospect lists using tech stack data and organizational signals: companies with large unstructured datasets (a prerequisite for Squirro's semantic search to deliver value), data science teams of a certain size (indicating maturity to evaluate and implement), and specific technology environments that Squirro integrates cleanly with. Cold email sequences led with a concrete performance claim (3x faster insights for enterprises with comparable data environments) and backed it with enough technical specificity to earn a CTO's attention without overwhelming the email format. LinkedIn outreach targeted the same accounts at the CTO and VP of Engineering level, with messaging focused on the technical differentiation between Squirro's generative AI search and the retrieval approaches prospects were likely already using. AI cold calling served as a strategic third channel for accounts that engaged with content but hadn't booked. A brief, technically informed call that reframed the conversation around the prospect's specific data challenges often converted interest into a meeting. The campaign generated 43 qualified responses monthly and 28 meetings over 7 months, with the sales team reporting that prospects arrived to calls with a clear understanding of Squirro's technical positioning.
Outbound System ran the program end to end: targeting, messaging, infrastructure, and optimization. The campaign sustained roughly 43 qualified replies per month and booked 28 meetings over 7 months, with lead quality Squirro's team described as exactly their ICP.
FAQ
Frequently asked questions
Common questions about this case study, answered.
How do you run cold email for an enterprise AI company?
Target on data environment instead of job titles, and lead with benchmarks instead of buzzwords. Squirro's lists filtered for large unstructured datasets and mature data teams, and sequences opened with a concrete claim: 3x faster insights for comparable environments. That combination sustained about 43 qualified replies per month.
What results did Squirro get?
28 meetings over 7 months and roughly 43 qualified responses per month, with lead quality the team described as exactly their ICP.
Why combine email, LinkedIn, and AI calling?
CTOs rarely book from a single touch. Email carried the technical proof, LinkedIn built peer-level visibility at the CTO and VP of Engineering level, and a brief, technically informed call converted interested accounts into booked meetings.
MORE CASE STUDIES
More Cold Email results
See how other B2B teams turned outbound into booked meetings.
AVID MEDIA
BRAND PARTNERSHIPS
$862k+
Qualified pipeline built
95
Meetings in 8 months
Strategy
AVID Media operates across 35 markets, which means outbound needs to work at scale without sacrificing local relevance. Their core problem before Outbound System was deliverability. Emails weren't landing in primary inboxes, and pipeline was leaking across every market they served. No amount of list-building fixes that if messages never get seen. We rebuilt the sending foundation from scratch. Enterprise infrastructure (2 USA IPs, 100 Outlook inboxes, private Microsoft Azure hosting) with MX-based routing restored consistent inbox placement across all 35 markets. With deliverability fixed, we segmented outreach by market and vertical so prospects received messaging referencing local advertising results, not a blanket national pitch. Cold email sequences led with AVID Media's specific performance metrics from comparable local businesses. LinkedIn outreach reinforced email campaigns by engaging prospects in each market with localized content and direct outreach, creating multi-channel familiarity that made Avid Media a recognized name before the first sales conversation. The campaign generated 95 qualified meetings and $862K+ in pipeline over 8 months, with leads continuing to convert months after initial contact.
Read The Full Case Study →
"Before Outbound System, our deliverability was broken. We weren't landing in inboxes and were losing pipeline across all 35 markets we operate in. Within two weeks of onboarding, we were seeing significantly better results. Since joining, we've generated over 95 leads and built a pipeline that keeps converting months down the road."
Andrew Luedtke
Founder & Managing Partner at AVID MEDIA

3RD DEGREE SCREENING
HUMAN RESOURCES
3
new clients in 1 month
24%
Reply Rate
Strategy
Background check services are a crowded market where most vendors compete on price and speed. 3rd Degree Screening needed outreach that elevated the conversation beyond commodity comparisons. We identified the highest-intent prospects using a specific signal: companies posting 10+ job openings per month. That volume means they're actively hiring at scale and either already have a background check vendor they're potentially unhappy with, or they're processing checks manually and feeling the pain. Six-provider waterfall verification ensured we reached the actual HR decision-makers, not recruiters or office managers. Enterprise infrastructure (2 USA IPs, 100 Outlook inboxes on Azure) maintained 98% deliverability into corporate HR inboxes. Cold email messaging led with compliance risk, the liability exposure companies face when background checks are slow, inconsistent, or incomplete, then pivoted to 3rd Degree's 24-hour turnaround as the solution. Each sequence included a relevant client example matched to the prospect's industry, making the proof tangible rather than abstract. AI cold calling targeted HR directors at the highest-volume hiring companies, using brief, compliance-focused scripts that created urgency without being pushy. The campaign delivered a 24% response rate, 15+ qualified leads, and three new enterprise clients within 30 days.
Read The Full Case Study →
"When we get a lead from OS we're on it right away because we know they are quality leads."
Jimmy Waters
CEO at 3RD DEGREE SCREENING


