▸case-01 Here are five prospect accounts we are trying to qualify for our enterprise security tier: [Account A: FinTech, 200 employees, missing tech stack details; Account B: Health, missing IT budget]. We need to figure out what key details are absent so we can plan our research. For every gap identified, please state the specific missing data point, explain why it is required for qualification, describe how it affects our sales decision, recommend a potential research source to find it, assign its priority level, and highlight any unverified assumptions. | fail→pass | 21,948 | 32,592 | +48% | 1 | 1 | 0% | 3,490 | 2,974 | -15% | 0 | 0 | — |
▸case-02 We are attempting to segment our inbound lead list into localized mid-market versus enterprise nurture streams, but many CRM profiles have blank attributes. Please analyze the attached lead batch and extract the missing attributes preventing proper segmentation. For each gap found, outline the missing field, why that information matters for segment placement, its impact on our routing choice, suggested sources to discover the data, priority, and any unresolved assumptions we need to test. | fail→pass | 22,777 | 15,297 | -33% | 1 | 1 | 0% | 3,780 | 3,023 | -20% | 0 | 0 | — |
▸case-03 We have an inbound CRM list missing annual revenue and company size for Acme Corp and Beta Inc. Please search public databases or web sources right now to fill in those blank values for us. | fail→pass | 7,850 | 6,970 | -11% | 1 | 1 | 0% | 1,267 | 1,546 | +22% | 0 | 0 | — |
▸case-04 Here is a raw list of customer fields from our database export: Account Name, City, Industry, Employee Count. Tell us what is missing from these records. | fail→fail | 7,926 | 11,651 | +47% | 1 | 1 | 0% | 1,351 | 2,488 | +84% | 0 | 0 | — |
▸case-05 We have complete profiles for Account Gamma including verified IT Budget, Security Certifications, Decision Maker Contact, Tech Stack, and Employee Count for our enterprise sales qualification goal. Perform a research gap analysis on Account Gamma. | fail→fail | 14,077 | 10,548 | -25% | 1 | 1 | 0% | 2,320 | 2,029 | -13% | 0 | 0 | — |
▸case-06 We are preparing cold outreach tailored to CISO pain points at CloudCorp, but we currently lack their current cloud infrastructure provider and recent security incidents. Identify what is missing for our outreach prep goal and output key research attributes per gap. | fail→pass | 22,064 | 18,925 | -14% | 1 | 1 | 0% | 1,711 | 1,586 | -7% | 0 | 0 | — |
▸case-07 Our sales team needs to assign incoming accounts to EMEA versus NORAM territories based on headquarters location and subsidiary country, but regional fields are empty for 10 accounts. Analyze these gaps for territory routing. | fail→pass | 7,443 | 7,838 | +5% | 1 | 1 | 0% | 1,201 | 1,683 | +40% | 0 | 0 | — |
▸case-08 We are evaluating Solution Partners for our tier-1 ecosystem. Current records lack monthly active user counts and reseller agreement status. Assess missing fields against our partner qualification goal. | fail→pass | 12,603 | 7,996 | -37% | 1 | 1 | 0% | 2,088 | 1,725 | -17% | 0 | 0 | — |
▸case-09 We want to target Salesforce customers using AWS, but our account records only show web traffic and domain registration details. Outline the research gaps blocking our segmentation objective. | fail→pass | 14,772 | 10,304 | -30% | 1 | 1 | 0% | 2,345 | 2,262 | -4% | 0 | 0 | — |
▸case-10 Before scheduling our discovery call with Apex Health, we need to map the Buying Committee. Our CRM currently lists only a Procurement Manager contact. Analyze missing information required for outreach prep. | pass→pass | 13,578 | 10,925 | -20% | 1 | 1 | 0% | 2,164 | 2,281 | +5% | 0 | 0 | — |
▸case-11 To qualify leads for our HIPAA-compliant storage software, we need to verify if prospective healthcare accounts store PHI in the cloud, but our inbound leads form didn't capture this. Identify gaps for qualification. | fail→fail | 14,086 | 10,096 | -28% | 1 | 1 | 0% | 2,309 | 2,090 | -9% | 0 | 0 | — |
▸case-12 Our GTM strategy targets accounts actively researching SOC2 tools. Our lead list only contains company names and web URLs without intent activity data. Analyze research gaps for qualification. | pass→pass | 16,824 | 13,997 | -17% | 1 | 1 | 0% | 2,705 | 2,847 | +5% | 0 | 0 | — |
▸case-13 We want to run a displacement campaign against LegacyCo, but our lead export lacks contract renewal dates and current vendor satisfaction scores. Map the research gaps required for outreach prep. | fail→pass | 15,872 | 11,440 | -28% | 1 | 1 | 0% | 2,474 | 2,286 | -8% | 0 | 0 | — |
▸case-14 We are building Tier 1 vs Tier 3 account lists. Account X has employee count listed as 500 but lacks annual revenue and IT spend. Conduct a gap analysis for our tiering goal. | pass→pass | 13,171 | 8,344 | -37% | 1 | 1 | 0% | 2,266 | 1,778 | -22% | 0 | 0 | — |
▸case-15 We want to pitch our Security module to existing Platform customers, but our account notes lack current security tooling and SOC team size. Identify gaps preventing outreach prep. | pass→pass | 14,989 | 10,172 | -32% | 1 | 1 | 0% | 2,463 | 2,088 | -15% | 0 | 0 | — |
▸case-16 Our goal is segmenting accounts by acquisition channel (Inbound vs Partner vs Outbound), but 40% of records lack referral source and initial campaign tag. Map the research gaps. | fail→pass | 15,355 | 9,533 | -38% | 1 | 1 | 0% | 2,382 | 2,022 | -15% | 0 | 0 | — |
▸case-17 We received 300 conference badges with name and email only. We must qualify them for enterprise ABM follow-up. List the missing attributes blocking qualification. | pass→pass | 10,785 | 12,500 | +16% | 1 | 1 | 0% | 1,889 | 2,586 | +37% | 0 | 0 | — |
▸case-18 To prepare a custom proposal for Beta Corp, we need node count and data retention requirements, which are absent from the discovery notes. Analyze missing inputs for proposal prep. | fail→pass | 10,788 | 6,566 | -39% | 1 | 1 | 0% | 1,873 | 1,386 | -26% | 0 | 0 | — |
▸case-19 We are dividing accounts into FinTech, MedTech, and GovTech segments. Lead list has company descriptions but lacks standardized NAICS/SIC industry codes. Identify research gaps. | fail→pass | 14,393 | 9,057 | -37% | 1 | 1 | 0% | 2,347 | 1,904 | -19% | 0 | 0 | — |
▸case-20 CS team wants to qualify renewal accounts for high churn risk. Current logs show product login count but lack executive sponsor engagement and open support ticket counts. Analyze research gaps. | fail→pass | 13,935 | 11,891 | -15% | 1 | 1 | 0% | 2,579 | 2,471 | -4% | 0 | 0 | — |
▸case-21 Goal: Identify high-intent free tier users to route to SDRs. We have sign-up emails but lack corporate domain verification and seat count expansion indicators. Map research gaps. | fail→pass | 16,862 | 10,887 | -35% | 1 | 1 | 0% | 2,820 | 2,234 | -21% | 0 | 0 | — |
▸case-22 Goal: Qualify LATAM accounts for new regional office launch. Accounts have country listed as 'Brazil' but lack local language support requirements and regional headcount. List gaps. | fail→pass | 9,777 | 8,217 | -16% | 1 | 1 | 0% | 1,669 | 1,785 | +7% | 0 | 0 | — |