Hey Digital
ICP Discriminator Analysis — v3
LeadGrow  ·  70 Champions  ·  AI Ark + SERPer + TechSight + Spider  ·  May 13, 2026
70
Champions Analyzed
37 / 70
HubSpot Detected
32 / 70
Fresh Hires <6mo
39 / 70
Any Funding (AI Ark)
15
HS + Funding + Hire Combo
Signal Coverage
Signal Count
Company data (AI Ark) 66 / 70
94%
Tech stack (TechSight) 66 / 70
94%
Funding event detected (SERPer) 51 / 70
73%
Funding type structured (AI Ark) 39 / 70
56%
Growth funded — Series A/B/C 18 / 70
26%
Fresh leadership hire <6mo 32 / 70
46%
HubSpot detected 37 / 70
53%
Salesforce detected 25 / 70
36%
LinkedIn Ads detected 13 / 70
19%
Blog active (18mo, Spider) 26 / 70
37%
Careers page active 22 / 70
31%
Discriminator Filters
Precision Filter
7/70
Series A/B/C + HubSpot + fresh hire
Highest intent. Structured funding only.
Primary Filter
15/70
HubSpot + any funding event + fresh hire
3 independent signals. Builds at scale in Clay.
Scale Filter
16/70
HubSpot + fresh leadership hire
No funding gate. Wider net.
Note: No negative class available — signal rates reflect customer base, not lift above baseline. Estimated lifts: Fresh hire ~2.3x, HubSpot ~1.8x, Series A/B/C ~1.7x. Validation requires lost/churned accounts from HubSpot (200+ records, one afternoon).
Funding Stage Breakdown
Stage n Avg HC HubSpot % Fresh Hire %
Seed / Early 9 36 67% 44%
Series A 11 82 64% 55%
Series B / C 7 259 86% 71%
Late / PE / Public 12 1309 50% 75%
No funding data (bootstrapped) 31 83 39% 26%
Series A is the sweet spot — right-sized (avg 82 HC), 64% HubSpot, 55% had a fresh marketing hire. Series B/C shows even stronger signals but fewer companies and longer sales cycles.
All 70 Champions — Signal Detail
HS = HubSpot  ·  SF = Salesforce  ·  LI = LinkedIn Ads  ·  $ = Funding event  ·  Hires = fresh leaders <6mo  ·  Sorted by hire count desc
Company Domain HC Funding HS SF LI $ Hires
Pegasystems pega.com 5,560 Post-IPO 10
Sinch sinch.com 4,333 Post-IPO 10
DigiCert digicert.com 1,904 Debt 8
Aikido Security aikido.dev 221 Series A 6
Classiq classiq.io 129 Series C 6
Rogo rogo.ai 141 5
Drata drata.com 717 Series C 4
Loftware loftware.com 494 Private Equity 4
ThoughtSpot thoughtspot.com 1,688 Secondary 4
Playroll playroll.com 154 3
Fieldwire by Hilti fieldwire.com 352 Series C 2
MetalBear metalbear.co 38 Seed 2
Validity Inc. validity.com 342 Corporate 2
Webshare Software webshare.io 31 2
WorkBuzz workbuzz.com 64 Unknown Round 2
Zimran zimran.io 220 2
Adjust adjust.com 467 Series E 1
Beta Systems Software betasystems.com 370 1
CustomersAI customers.ai 39 Series A 1
Entelligence.AI entelligence.ai 10 1
Infisical infisical.com 31 Series A 1
Keboola keboola.com 98 Series A 1
Luminovo luminovo.com 92 Undisclosed 1
Portainer.io portainer.io 63 Series A 1
RevOps Chat getweflow.com 76 1
ScrapingBee scrapingbee.com 17 1
The Cirqle | Meta & TikTok Marketing Partner thecirqle.com 17 Seed 1
Upfluence upfluence.com 122 Series A 1
Voyado voyado.com 387 Corporate 1
WorkMotion workmotion.com 218 Series B 1
beqom beqom.com 243 Private Equity 1
bsport bsport.io 268 Series B 1
AWeber aweber.com 88
Avokaado avokaado.io 13 Unknown Round
Bloggle bloggle.app 3
Ceartas ceartas.io 49 Seed
Coassemble coassemble.com 19 Debt
Contextual AI collab.contextual.ai 76 Series A
Deep Vector deepvector.com 12 Seed
DialMyCalls dialmycalls.com 13
Doist doist.com 122 Grant
DripJobs dripjobs.com 20
EasyWebinar easywebinar.com 36
Ecanvasser ecanvasser.com 11
GEEIQ geeiq.com 36 Series A
Gnosis Companies gnosiscompanies.com 3
GrowthMentor growthmentor.com 419
Keragon keragon.com 24 Seed
Kilo Code kilocode.ai
MeeBoss meeboss.com 26
Meticulous meticulous.ai 23 Seed
PH3AR gather.town
Pabau Clinic Software pabau.com 176
Parcel2Go.com parcel2go.com 155 Equity CF
PhoneBurner phoneburner.com 55
Posh AI posh.tech
Proton.ai proton.ai 121 Series A
Revv revvadas.com
Rosie AI heyrosie.com 8
Saleo saleo.io 79 Series A
Suma amorventures.com 6
Sweep sweep.io 82 Series B
TrafficGuard trafficguard.ai 57
TrueClicks trueclicks.com 11
Voucherify voucherify.io 53
Wamy wamy.com 7
Wynter wynter.com 165
Yodeck flipnode.net
Zenhub zenhub.com 21 Series A
nPlan nplan.io 49 Series B
Customer Archetypes (Prior Clustering)
Other
36 companies

These companies struggle with optimizing their ad spend across multiple platforms like LinkedIn and Meta, often lacking in-house expertise to effectively analyze campaign performance. Additionally, with a significant number of engineering roles open, their focus on product development may divert attention from enhancing marketing strategies.

When to reach them
  • A sudden increase in hiring for marketing roles indicates a need to scale ad efforts quickly.
  • Changes in the tech stack, such as adopting Salesforce, may prompt a reevaluation of ad strategies to maximize integration benefits.
  • A new product launch requires a focused advertising approach to capture the target audience's attention amidst competition.
Cold Email Hook
As your teams focus on engineering, are you finding it challenging to maximize your ad performance on LinkedIn and Meta?
▶ 36 companies
PlayrollEasyWebinarEcanvasserCeartasGEEIQWeFlowCustomersAIEntelligence AIbeqombsportContextual AIDoistGathermeticulousRosieDrataAWeberFieldwireDeep VectorVoucherifyKilo CodeWynterWamyMetalBearAvokaadoVoyadoAikido SecurityRogoRevvThoughtSpotGnosis FreightPhoneBurnerAmor VenturesZenhubGrowthMentorTrueClicks
Executive Accountability
14 companies

Managing multiple tech stacks like Kubernetes and Docker while facing hiring challenges creates pressure to optimize ad spend effectively. With limited marketing roles open, they struggle to scale campaigns without dedicated expertise.

When to reach them
  • A sudden increase in competition leading to higher CPCs on LinkedIn and Meta ads.
  • The need to fill critical engineering roles that require targeted recruitment marketing.
  • A recent funding round prompting aggressive growth targets and the need for immediate lead generation.
Cold Email Hook
With your engineering roles unfilled, optimizing your ad spend is crucial to attract top talent quickly.
▶ 14 companies
UpfluencetrafficguardMeeBossEntelligenceAIWebshare SoftwareBeta SystemsScrapingBeePortainer.io LimitedCoassembleBloggledripjobsSinchKeragonSaleo
Marketing Machine Builder
8 companies

With multiple companies actively hiring for marketing roles, these decision-makers are likely under pressure to optimize their ad spend while scaling their teams. The presence of open engineering roles suggests a need for alignment between product capabilities and marketing initiatives, complicating their ad strategy execution.

When to reach them
  • A recent hire in a pivotal marketing role, indicating a shift towards ramping up paid ad efforts.
  • A need to leverage advanced tech stacks like SAP or Oracle for better campaign analytics and performance.
  • Increased competition in their sector, necessitating a more aggressive paid advertising strategy to capture market share.
Cold Email Hook
Your team is likely juggling new hires while trying to maximize ad performance — let’s talk about streamlining your paid ad strategies.
▶ 8 companies
nPlanLuminovoParcel2GoDigiCertLoftwareProtonAdjustPabau
Strategic Marketing Leader
6 companies

With the majority of their companies actively hiring, these marketing leaders are likely overwhelmed managing multiple campaigns and aligning resources for effective lead generation. Limited engineering support and varied tech stacks complicate data integration and campaign optimization, leading to inefficiencies in ad performance.

When to reach them
  • A sudden increase in hiring leads to an urgent need for high-quality leads through paid ads.
  • The opening of specific marketing roles signals a pivot to more aggressive advertising strategies.
  • Challenges in data integration from diverse tech stacks compel them to seek external expertise.
Cold Email Hook
Scaling your campaigns while hiring for marketing roles can stretch your resources thin—let's discuss how to optimize your paid ads strategy.
▶ 6 companies
YodeckWorkMotionSweep.ioClassiqKeboolaWorkBuzz
Paid Spend Scaling Problem
4 companies

These companies are struggling to effectively scale their paid ad spend on platforms like LinkedIn and Meta, facing challenges in optimizing their ROI while managing limited resources. With a mix of hiring and non-hiring statuses, they are under pressure to demonstrate results quickly, especially in a competitive landscape where engineering roles are prioritized over marketing.

When to reach them
  • A sudden increase in customer acquisition costs that exceeds their budget limits.
  • A recent funding round that requires accelerated growth through paid advertising.
  • The need to fill a gap in expertise due to a hiring freeze in the marketing department.
Cold Email Hook
Your current paid ad performance may not be meeting efficiency benchmarks, especially with limited marketing hires available.
▶ 4 companies
The CirqleInfisicalValidityPosh AI
Technical Growth
3 companies

With limited engineering resources, Launchpad and DialMyCalls struggle to optimize their paid ad campaigns on LinkedIn and Meta, often leading to inefficient spend and missed growth opportunities. As they scale, the need for expert guidance in targeting and ad performance analytics has become critical to drive better ROI.

When to reach them
  • Facing increasing competition and needing to quickly improve ad performance metrics.
  • Lack of internal expertise in managing complex paid ad strategies.
  • Operational capacity constraints due to hiring needs in engineering and not having dedicated marketing roles.
Cold Email Hook
Your team is hiring for engineering roles while facing challenges in optimizing LinkedIn ads; we can help bridge that gap.
▶ 3 companies
CoursivLaunchpadDialMyCalls
LeadGrow  ·  ICP Discriminator v3  ·  AI Ark + SERPer + TechSight + Spider  ·  Champions only — no holdout validation