AImatch Review Admin

No-auth review of AImatch pipeline artifacts and LLM outputs from the live VM.

V2 Production Pipeline failed

Matching Agent <> Eric Kelly - canonical v2 artifacts under api-v2/.

Started: Jul 09, 2026, 03:25 PM - Completed: Jul 09, 2026, 03:27 PM - Mode: production artifacts (raw manifest mode retained)

errors api-v2 runner interrupted by SIGTERM

1detected roles
1active roles
0skipped roles
7stages
1m 55swall time
4LLM attempts
32707input tokens
10343output tokens

Active V2 Production Roles

Growth Marketer active

Full-stack growth marketer to own the marketing function across strategy, paid social (primary channel), email, SEO, and analytics. Will report to Eric Kelly (Chief of Operations) and collaborate with senior copywriter and founder. Responsible for lead flow, CAC/ROAS optimization, reporting, and strategy meetings. Requires startup experience, scrappiness, and ability to work within GoHighLevel, Mailgun, Meta Ads Manager, and Google Analytics. Budget: $12,000–$15,000/month all-in. Target start: within one month.

Confidence: high - Priority: 1

Skipped / Gated Roles

No skipped roles found.

Company Enrichment missing

enrichment manifest v2 enrichment JSON raw context input quality gate JSON

ENOENT: no such file or directory, open '/var/lib/aimatch/artifacts/c4893264-1031-42f1-a424-fc0948d7a2d4/api-v2/enrichment/enrichment-manifest.json'

No enrichment manifest found.

Typeform Quality Gate unknown

Gate status
unknown
Skipped by gate
no

Form-Fill Matches not run

No form-fill match artifacts found. Matching is disabled unless run manually or enabled with AIMATCH_TYPEFORM_MATCHING_ENABLED.

Lead Recap

draft markdowndraft JSON

ENOENT: no such file or directory, open '/var/lib/aimatch/artifacts/c4893264-1031-42f1-a424-fc0948d7a2d4/api-v2/lead-recap/draft.json'

Publish

publish JSON

ENOENT: no such file or directory, open '/var/lib/aimatch/artifacts/c4893264-1031-42f1-a424-fc0948d7a2d4/api-v2/publish/publish.json'

V2 Context Files 12

context JSON

company-profile.md raw

Company Identity

Name: WarPlan

Domain: warplan.com

Stage: 12-person startup entering growth phase

Funding: Bootstrapped (not venture capital backed)

Company Overview

WarPlan provides training programs, software, and live events designed to help small business owners increase take-home profit using the FRAP™ Formula. Services include Profit Academy, 1:1 Consulting, and Decentralized Coaching, with a focus on entrepreneur families and applying private-equity profit principles to Main Street businesses.

Current Situation

The company is transitioning from founder-led and operations-led execution to scaling the marketing function. Per Eric Kelly (Chief of Operations): "I am trying to scale something that has been deficient and really been on the shoulders of myself and the founder as the CEO." The organization has a strong copywriter in-house but lacks depth in broader marketing capabilities, with one existing marketing team member described as being "completely out of their depth" but retained as a legacy position.

poc.md raw

Primary Contact

Name: Eric Kelly

Title: Chief of Operations

Company: WarPlan (warplan.com)

Role in Decision: Primary decision-maker and designated manager for the growth marketer hire

Relationship to Marketer

Eric Kelly will work directly with the hired marketer. Per the call: "I will be working with them... But they will also liaison with the rest of the team, like our senior copywriter and our founder." This indicates a reporting structure into Eric with cross-functional collaboration required.

attendees.md raw

Call Participants

MarketerHire Side:

  • AI Matching Agent (trained on 30,000+ marketer matches, hosted by raaja@marketerhire.com)

WarPlan Side:

  • Eric Kelly, Chief of Operations

Organizational Stakeholders (Not on Call)

The following team members were referenced as stakeholders who will collaborate with the future hire but did not attend this introductory conversation:

  • WarPlan Founder/CEO (mentioned as collaborator and strategic partner)
  • Senior Copywriter (existing full-time resource)
  • Marketing team member in legacy position (existing but out-of-depth)
budget.md raw

Budget Allocation

Marketer Engagement: $12,000–$15,000/month (all-inclusive)

What's Included: MarketerHire marketer rate + platform fee

What's Not Included: No separate recruiting fees, no additional platform fees

Media/Ad Spend: Separate from marketer fee (see Ad Budget below)

Media/Ad Spend Budget

Historical High: $100,000/month

Current Status: Intentionally reduced to monitor capacity

Near-term Plan: Ready to scale back up to full spend capacity

Budget Approval

Eric Kelly explicitly confirmed the $12,000–$15,000 range was acceptable: "No, I think that's kind of what I expected using a service like this." He acknowledged the startup stage and bootstrap funding constraints but prioritized finding the right fit with relevant skills over negotiating lower rates.

timeline.md raw

Target Start Date

Hiring Objective: Onboard marketer within one month

Rationale: Scaling from current deficient marketing function into growth phase

MarketerHire Process Timeline

  • Matching: Typically 2 business days
  • Bio Review & Approval: Follows matching
  • Agreement & Trial Kickoff: After approval
  • End-to-End Duration: ~1 week from initial match to trial start
  • Two-Week Trial Period: Fully refundable; primary evaluation window

Urgency

The one-month target provides ample runway for the two-business-day typical match window and one-week onboarding process. Eric Kelly characterized the timeline as "very doable."

decisions.md raw

Decisions Made

  1. Role Definition: Approved Growth Marketer position (not pure paid social specialist)
  • Full-stack marketing generalist with strategic ownership
  • Must have startup experience and scrapiness mindset
  • Emphasis on hands-on execution across channels
  1. Budget Commitment: Approved $12,000–$15,000/month all-inclusive
  • Confirmed this aligns with WarPlan's expectations
  • Contingent on "right fit" with relevant skills
  1. Process Acceptance: Agreed to MarketerHire's streamlined workflow
  • Bio review → two-week trial (no pre-trial formal interview)
  • Fully refundable trial model
  • Month-to-month ongoing engagement with 30-day exit
  1. Parallel Recruitment: WarPlan is simultaneously posting roles online to explore multiple hiring channels

Decisions Pending

  • Direct Hire Possibility: Eric Kelly asked about direct hiring of MarketerHire marketers long-term. Agent deferred for formal follow-up from MarketerHire team.
  • Final Commitment: No signature or formal commitment made during call; waiting for MarketerHire match and Eric's approval of candidate bio.
open-questions.md raw

Unresolved Questions

  1. Direct Hire / Long-term Employment

Question: "If they look like they're going to be a fit long term, are we able to hire them directly?"

Status: Deferred for follow-up

Owner: MarketerHire team (mentioned in recap email)

Importance: May influence WarPlan's willingness to commit to trial

  1. Pre-Trial Interview / Evaluation Process

Question: "Do we have the opportunity to interview candidates before we commit or is it straight off of a description?"

Status: Partially addressed

Agent Response: Streamlined process sends bio; trial itself is the evaluation period (hands-on work beats interview). Fully refundable trial mitigates risk.

Implicit Concern: Eric Kelly may prefer traditional interview pre-trial; agent positioned trial as superior alternative.

Information Gaps in Call

  • No explicit discussion of marketing team size or structure beyond Eric, founder, copywriter, and legacy marketer
  • No baseline metrics on current marketing performance or CAC/ROAS baseline before scaling
  • No detail on specific paid social platforms or audience segments (only "Meta Ads Manager" mentioned)
  • No timeline for when WarPlan will scale ad spend from current reduced level back to $100k/month
competitors.md raw

Recruitment Alternatives in Evaluation

Online Job Postings

WarPlan is posting growth marketer roles on general job boards to run parallel recruiting tracks.

MarketerHire's Competitive Positioning

During the call, the agent differentiated MarketerHire from traditional recruiting on the following dimensions:

  1. Speed: MarketerHire matches in ~2 business days vs. "weeks of recruiting" for traditional hiring
  2. Cost Structure: No salary, benefits, or payroll overhead; month-to-month vs. permanent commitment
  3. Risk Mitigation: Fully refundable two-week trial vs. hiring uncertainty
  4. Quality Bar: <1% acceptance rate for marketers; vetted by MarketerHire team + senior marketer
  5. Flexibility: 30-day exit clause; free rematching if fit is poor

Named Competitors

None explicitly mentioned in the call. Eric Kelly's approach was to run MarketerHire "alongside your search" as one of several parallel hiring strategies.

objections.md raw

Explicit Objections

None raised. Eric Kelly was collaborative and affirming throughout the call.

Implicit Concerns / Risk Signals

1. Startup Culture Fit Risk

Signal: Eric emphasized multiple times that the hire must understand startup scrappiness and bootstrap constraints.

Quote: "They're not gonna come into a bunch of fully built systems. It's a very scrappy team with a unique offer and they have to really understand that we've done this by our bootstraps. We're not venture capital back, so there's not a ton of money, but we want to also have someone come in that has the skills that's able to grow with us as we grow the team."

Underlying Concern: WarPlan may be concerned that MarketerHire's premium marketer pool skews toward ex-agency or big company talent who won't adapt to resource constraints and informal processes.

2. Interview Process Preference

Signal: Eric asked whether he could interview candidates before committing to trial, suggesting possible skepticism about the bio-only pre-trial approach.

Quote: "Do we have the opportunity to interview candidates before we commit or is it straight off of a description?"

Agent Response: Positioned hands-on trial as superior evaluation tool than traditional interview; emphasized full refundability to mitigate commitment risk.

Assessment: Eric accepted the agent's logic but deferred final feedback to team follow-up, suggesting this may not be fully resolved.

No Budget or Timeline Objections

Eric affirmed both the $12,000–$15,000 budget and the one-month timeline without hesitation.

tools-mentioned.md raw

Current Marketing Tech Stack

CRM: GoHighLevel

  • Full-featured platform for customer relationship management and workflows
  • Central hub for WarPlan's lead management

Email: Mailgun

  • Email delivery service (not a full email marketing platform like Klaviyo or ConvertKit)
  • Suggests more technical/API-driven email operations

Paid Advertising: Meta Ads Manager

  • Native Facebook/Instagram advertising platform
  • Primary acquisition channel for WarPlan
  • Current status: Budget recently reduced to monitor capacity; planning to scale back up

Analytics: Google Analytics

  • Recently implemented; currently in testing/validation phase
  • Previously relied on manual attribution tracking
  • Near-term need: Marketer expertise to validate setup correctness

Tool Stack Implications

Integration Sophistication: Stack indicates a blend of managed platforms (GoHighLevel, Meta Ads Manager) with developer-friendly tools (Mailgun, GA). Suggests WarPlan may have some technical capability but is still scaling operational discipline.

Attribution Readiness: Per Eric: "Before we were doing a lot of manual attribution. So we just have our Google Analytics suite finalized and it's in testing to make sure it's being set up properly. So, you know, some expertise around that would be really helpful."

Marketer Requirement: The hiring profile prioritizes someone comfortable with GA implementation/validation and multi-platform integration, not just Meta Ads optimization.

related-deals.md raw

Related Deals or Engagements

No related deals or prior engagements mentioned in the call.

Deal Context

HubSpot Deal ID: 62441837133

Deal Name: Honor and Fire - Growth Marketer

Company ID: 36952766364

Contact: Eric Kelly (Chief of Operations)

Parallel Hiring Initiatives

While not formal "deals," WarPlan is running concurrent recruiting efforts:

  • Posting roles on general job boards
  • Exploring traditional recruiting (referenced by agent as alternative to MarketerHire)

These are competitive channels rather than complementary partnerships.

case-study-shortlist.md raw

Case Study Discussion

No case studies were discussed, reviewed, or shortlisted during the call.

MarketerHire Track Record (Referenced)

The agent mentioned aggregate platform metrics but not detailed case studies:

  • 70+ matches completed to date
  • 30,000+ marketer matches in platform training data
  • <1% acceptance rate for marketer applicants
  • Two-week trial model with full refundability

Potential Case Study Interest

Eric Kelly did not request case studies or reference accounts, suggesting he was satisfied with the agent's positioning and MarketerHire's value proposition without needing detailed proof stories. The emphasis on bootstrap/startup scrappiness suggests future case studies should feature similar-stage companies.

Recommendation for Follow-up

If WarPlan shows hesitation post-call (e.g., in response to the recap email), relevant case studies might include:

  • Bootstrapped B2B SaaS or professional services companies
  • Companies transitioning from founder-led to delegated marketing
  • Engagements with paid social + analytics focus

V2 Inputs And Packets

transcript.md

present

open artifact

fireflies-metadata.json

present

open artifact

call-evidence-packet.md

present

open artifact

brief-template-rules-packet.md

present

open artifact

prompt-cache.json

present

open artifact

Legacy Comparison

raw report.md raw report.json

-v2 active roles
-v2 skipped roles
-legacy roles
-LLM attempts
-input tokens
-output tokens

No comparison/report.md found.

GLM Shadow

No GLM shadow artifacts found for this run.

V2 Stage Timeline

StageStatusCompletedDurationAttemptsModelPrompt VersionInput / Output TokensLLM LatencyValidationRequest IDsFiles / Errors
inputs completed Jul 09, 2026, 03:25 PM 0s 0 0 / 0 ok - -
1 outputs
{
  "input_files": [],
  "output_files": [
    "/var/lib/aimatch/artifacts/c4893264-1031-42f1-a424-fc0948d7a2d4/api-v2/inputs/transcript.md"
  ]
}
hubspot-context completed Jul 09, 2026, 03:25 PM 1s 0 0 / 0 ok - -
1 outputs
{
  "input_files": [],
  "output_files": [
    "/var/lib/aimatch/artifacts/c4893264-1031-42f1-a424-fc0948d7a2d4/api-v2/inputs/hubspot-context.json"
  ]
}
context-distillation completed Jul 09, 2026, 03:26 PM 58s 1 anthropic / claude-haiku-4-5-20251001 / low context-distillation:v2-hubspot-context 5568 / 5775 58s ok req_011CcriUxfoqV7izF4cAeqJ9 / msg_011CcriUyCJsde3BNWmvM1oH -
2 inputs / 2 outputs
{
  "input_files": [
    "/var/lib/aimatch/artifacts/c4893264-1031-42f1-a424-fc0948d7a2d4/api-v2/inputs/transcript.md",
    "/var/lib/aimatch/artifacts/c4893264-1031-42f1-a424-fc0948d7a2d4/api-v2/inputs/hubspot-context.json"
  ],
  "output_files": [
    "/var/lib/aimatch/artifacts/c4893264-1031-42f1-a424-fc0948d7a2d4/api-v2/context/context.json",
    "/var/lib/aimatch/artifacts/c4893264-1031-42f1-a424-fc0948d7a2d4/api-v2/context-md"
  ]
}
budget-decision completed Jul 09, 2026, 03:26 PM 40s 2 anthropic / claude-haiku-4-5-20251001 / low; anthropic / claude-opus-4-8 / medium budget-decision:v3-per-role-scope-policy; budget-decision:v3-per-role-scope-policy:retry 20861 / 4108 40s validation flags must be a string array; notes must be a string req_011CcriZCtgDXiCt5GUaxuef / msg_011CcriZDKyW15NVb2xTQV4y; req_011Ccriah4cbwj9BD2HsFcHz / msg_011Ccriaia9eRRWdA8rvB1wW -
4 inputs / 1 outputs
{
  "input_files": [
    "/var/lib/aimatch/artifacts/c4893264-1031-42f1-a424-fc0948d7a2d4/api-v2/context/context.json",
    "/var/lib/aimatch/artifacts/c4893264-1031-42f1-a424-fc0948d7a2d4/api-v2/context-md/budget.md",
    "/var/lib/aimatch/artifacts/c4893264-1031-42f1-a424-fc0948d7a2d4/api-v2/inputs/transcript.md",
    "/var/lib/aimatch/artifacts/c4893264-1031-42f1-a424-fc0948d7a2d4/api-v2/inputs/hubspot-context.json"
  ],
  "output_files": [
    "/var/lib/aimatch/artifacts/c4893264-1031-42f1-a424-fc0948d7a2d4/api-v2/budget/budget-decision.json"
  ]
}
role-detection completed Jul 09, 2026, 03:26 PM 7s 1 anthropic / claude-haiku-4-5-20251001 / low role-detection:v2-active-gate 6278 / 460 7s ok req_011CcricAzut2YVM3Enfmm39 / msg_011CcricBSSzq7piEHXcDdB5 -
1 inputs / 1 outputs
{
  "input_files": [
    "/var/lib/aimatch/artifacts/c4893264-1031-42f1-a424-fc0948d7a2d4/api-v2/inputs/call-evidence-packet.md"
  ],
  "output_files": [
    "/var/lib/aimatch/artifacts/c4893264-1031-42f1-a424-fc0948d7a2d4/api-v2/roles/roles-detected.json"
  ]
}
lead-recap-draft completed Jul 09, 2026, 03:26 PM 0s 0 0 / 0 ok - -
3 inputs / 1 outputs
{
  "input_files": [
    "/var/lib/aimatch/artifacts/c4893264-1031-42f1-a424-fc0948d7a2d4/api-v2/context/context.json",
    "/var/lib/aimatch/artifacts/c4893264-1031-42f1-a424-fc0948d7a2d4/api-v2/roles/roles-detected.json",
    "/var/lib/aimatch/artifacts/c4893264-1031-42f1-a424-fc0948d7a2d4/api-v2/roles/active-roles.json"
  ],
  "output_files": [
    "/var/lib/aimatch/artifacts/c4893264-1031-42f1-a424-fc0948d7a2d4/api-v2/lead-recap/skipped.json"
  ]
}
brief:growth-marketer failed Jul 09, 2026, 03:27 PM 10s 0 0 / 0 ok - error api-v2 runner interrupted by SIGTERM
2 inputs
{
  "input_files": [
    "/var/lib/aimatch/artifacts/c4893264-1031-42f1-a424-fc0948d7a2d4/api-v2/inputs/call-evidence-packet.md",
    "/var/lib/aimatch/artifacts/c4893264-1031-42f1-a424-fc0948d7a2d4/api-v2/inputs/brief-template-rules-packet.md"
  ],
  "output_files": []
}

V2 Models

Pipeline areaModelEffort
contextclaude-haiku-4-5-20251001low
rolesclaude-haiku-4-5-20251001low
briefclaude-sonnet-4-6medium
qcclaude-sonnet-4-6medium
requirementsclaude-sonnet-4-6medium
searchPlanclaude-haiku-4-5-20251001low
candidateEvalclaude-sonnet-4-6medium
fallbackclaude-opus-4-8medium

V2 Cost

No cost summary found in manifest.json.