AImatch Review Admin

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

Paid Social Media Marketer V2 production

A senior/peer-level paid social specialist to own ad strategy and execution across Meta, Google, and TikTok, manage 20+ campaigns, and handle monthly reporting for two clients (including a major one) at 15-20 hours/week. Programmatic (Propellant) is a nice-to-have, and awareness of AI/generative search impact on content is a priority within this same blended role. This is the clear starting-point active hire.

Run ID: 44250090-ee00-4a85-bf3e-9a6286c85b8c - Role key: paid-social-media-marketer - Status: active

Role Pipeline Overview

A senior/peer-level paid social specialist to own ad strategy and execution across Meta, Google, and TikTok, manage 20+ campaigns, and handle monthly reporting for two clients (including a major one) at 15-20 hours/week. Programmatic (Propellant) is a nice-to-have, and awareness of AI/generative search impact on content is a priority within this same blended role. This is the clear starting-point active hire.

17requirements
0merged pool
0hard screens
0evaluations
0selected
0eval errors

Sourcing lanes: structured 0 content 0 companies 0 channels 0 semantic_capability 0 semantic_work_experience 0 semantic_company_bridge 0

Brief

Generated client/freelancer brief and internal notes.

Requirements

Classified requirement set used to evaluate candidates.

Search Plan

Search terms sent into sourcing lanes.

Sourcing

Per-lane candidate discovery outputs.

Hard Screens

Candidate pass/fail checks before final evaluation.

Evaluations

LLM evidence review for each evaluated candidate.

Final Selection

Rubric, rerank, and selected candidates.

Cache / Errors

Evaluation cache and failure audit trail.

GLM vs Opus

No GLM shadow artifacts found for this run.

Role Packets And Prompt Cache

role-brief-internal-packet.md

present

open artifact

candidate-evaluation-role-packet.md

missing

role-prompt-cache.json

present

open artifact

Brief Generation Context?

This is the data and prompt envelope used by the v2 brief stage. Current runs persist the input packets and LLM attempt metadata; the system instruction is read from the deployed v2 pipeline source when a standalone prompt artifact is not present.

Data Sources?

Prompt PartSourceArtifactNotes
1Call evidence packetinputs/call-evidence-packet.mdDistilled context plus transcript evidence. The brief writer is instructed not to infer facts beyond this packet.
2Engagement brief template and public rulesinputs/brief-template-rules-packet.mdPublic/internal separation rules, forbidden language, and the 8-section brief template.
3Role-specific taskgenerated in pipelineRole title/key, role summary, and source quotes from role detection.

Prompt Cache / Packet Summary?

Explicit stage cache
false
Active role count
1
Call evidence chars
20679
Brief rules chars
5834

System Prompt?

You write compact MarketerHire freelancer-facing engagement briefs with strict public/internal separation.

Role-Specific Task Prompt?

Generate the structured role brief for Paid Social Media Marketer (paid-social-media-marketer).
Return public job brief markdown, internal notes markdown, and legacy-compatible formData.
Use the call evidence packet and engagement brief template/rules from the previous prompt parts.
Role summary: A senior/peer-level paid social specialist to own ad strategy and execution across Meta, Google, and TikTok, manage 20+ campaigns, and handle monthly reporting for two clients (including a major one) at 15-20 hours/week. Programmatic (Propellant) is a nice-to-have, and awareness of AI/generative search impact on content is a priority within this same blended role. This is the clear starting-point active hire.
Source quotes: I need more hands on deck. We are bombarded with work right now | somebody who could do more of what I do... I'm almost looking for a lower level duplicate of myself | Paid social, possibly programmatic | How soon are you looking to get someone started? Jennifer: Asap. | I think a Paid social media marketer is the core fit here | It does... I do think the primary focus is exactly what you said | it could be 15 to 20 hours a week... probably 20 plus campaigns... report out results for two clients each month

Role Detection Source Quotes?

  • I need more hands on deck. We are bombarded with work right now
  • somebody who could do more of what I do... I'm almost looking for a lower level duplicate of myself
  • Paid social, possibly programmatic
  • How soon are you looking to get someone started? Jennifer: Asap.
  • I think a Paid social media marketer is the core fit here
  • It does... I do think the primary focus is exactly what you said
  • it could be 15 to 20 hours a week... probably 20 plus campaigns... report out results for two clients each month

Brief Stage Attempt?

ProviderModelEffortPrompt VersionInput TokensOutput TokensLatencyRequest / ResponseValidation
anthropic claude-sonnet-4-6 medium role-brief:v3-compact-prefix 7829 1484 32s req_011Cctsu5kvd9FTfnDK4jJVw / msg_011Cctsu6NdUtn9THjxCmqWA ok
Raw prompt-cache.json
{
  "schema_version": "AImatchPromptCacheV1",
  "generated_at": "2026-07-10T18:49:48.122Z",
  "explicit_stage_cache_enabled": false,
  "active_role_count": 1,
  "min_roles_for_stage_cache": 2,
  "ttl": null,
  "packets": {
    "call_evidence": {
      "file": "call-evidence-packet.md",
      "chars": 20679
    },
    "brief_template_rules": {
      "file": "brief-template-rules-packet.md",
      "chars": 5834
    }
  },
  "notes": [
    "Candidate evaluation uses explicit prompt caching whenever enough candidates are evaluated.",
    "Run evidence/template packets are explicit-cache-enabled only for same-stage multi-role reuse, because Anthropic cache reads do not cross different structured-output schemas/tools.",
    "Gemini receives stable prefix-first prompt parts for implicit caching when supported by the configured model."
  ]
}
Prompt Part 1: Call Evidence Packet? 20679 chars

This packet is the main factual source for the generated brief. It includes distilled context and transcript evidence.

open raw inputs/call-evidence-packet.md

# AImatch Call Evidence Packet

Use this packet as source evidence. Do not infer facts that are not supported here.

## Verified HubSpot Context

HubSpot context: not available for this run.

## Company Profile

## Company Profile

**Business Model:** Digital marketing agency

**Core Services:**
- Social media management
- Social media advertising
- Programmatic advertising
- Content creation and branding

**Current State:** The agency is experiencing high demand and capacity constraints. Jennifer Chidester is the primary operator managing most execution work, supported by three freelancers with limited availability.

**Client Base:** Manages campaigns for multiple clients, including two clients receiving monthly reporting (one being a major/high-priority account).

**Ad Spend:** The agency manages $30,000–$40,000 in monthly media spend across client campaigns.

**Key Challenge:** Heavy workload requiring additional hands to handle video content creation, social media ad execution, reporting, and campaign management.

## Point Of Contact

## Point of Contact

**Name:** Jennifer Chidester

**Role:** Agency owner/operator

**Involvement:** Primary stakeholder and direct point of contact for the engagement. Jennifer will be working directly with the hired marketer and managing the day-to-day collaboration.

**Decision Authority:** Full authority to approve hiring and budget decisions.

**Background:** 20 years of marketing experience with deep expertise in paid social, programmatic advertising, and digital content strategy.

## Budget

## Budget

**Initial Request:** Under $5,000/month

**MarketerHire Standard Range:** $8,000–$10,000/month (all-inclusive: marketer rate + platform, no separate recruiting or platform fees)

**Floor Discussed:** $5,000/month as the practical minimum for accessing experienced, vetted specialists

**Current Position:** Jennifer expressed openness to $5,000/month contingent on the candidate quality and ability to offload significant work from existing freelancers. She indicated willingness to consider moving upward within the range if the right person emerges.

**Justification Provided:** Agent explained that the standard range reflects the cost of senior-level talent who can hit the ground running without training overhead, and noted the two-week fully refundable trial mitigates risk.

## Structured Budget Decision

# Structured Budget Decision

Schema: BudgetDecisionV3
Matching budget: $5,000/month
Basis: hard_cap
Range: NONE-NONE
Hard cap: $5,000/month
Billing model: retainer
Currency: USD
Confidence: medium
Auto-QTB: auto_apply (Single-role Paid Social Media Marketer budget is 5000/month with medium confidence and no V3 high-risk flags.)
Flags: budget_negotiated_take_final, tentative_acceptance_of_floor
Multi-role: no
Combined monthly investment: $5,000/month

Roles:
- Paid Social Media Marketer | original=Senior paid social specialist / lower level duplicate of myself | role_budget=$5,000/month | basis=hard_cap | scope=standard | billing=retainer | confidence=medium | agent_range=$8,000/month-$10,000/month | flags=budget_negotiated_take_final,tentative_acceptance_of_floor

Evidence:
Paid Social Media Marketer: Jennifer: I would like to be under 5,000... Agent: Could you stretch to 5,000 a month? That's really the practical floor... Jennifer: I'm open to considering that depending on the candidate.

Notes:
Single primary role (senior paid social marketer) at a tentatively accepted $5,000/month floor, softened from an 'under $5,000' ask against the agent's $8-10k range; needs human review because acceptance was contingent on candidate quality. A separate AI/generative-search specialist was mentioned only as a possible future smaller engagement.

## Timeline

## Timeline

**Start Date Required:** ASAP

**MarketerHire Matching Timeline:** Approximately 2 business days to deliver candidate shortlist

**Trial Period:** 2-week fully refundable trial (no risk if fit isn't right)

**Full Onboarding:** Typically within 1 week of match approval

**Next Steps:** MarketerHire team will follow up via email with recap and next steps after this initial matching call.

**Scope of Work:** 15–20 hours per week managing 20+ campaigns across platforms, plus monthly reporting for two clients.

## Tools Mentioned

## Tools & Platform Stack

**Ad Management Platforms:**
- Meta Ads Manager (Facebook/Instagram)
- Google Ads
- TikTok Ads
- Propellant (programmatic advertising)

**Reporting & Analytics:**
- Sprout Social (measurement and reporting)

**Content Management:**
- PA11Y (content scheduling)

**Tool Philosophy:** Jennifer expressed openness to the hired marketer bringing additional or alternative tools to the table if they can improve workflow or efficiency. She views tool expertise as a potential value-add from a mid-level or senior hire.

**Expectations:** The hired marketer should be proficient in Meta Ads Manager, Google Ads, and ideally TikTok Ads at minimum. Propellant experience is a secondary nice-to-have.

## Transcript

# Matching Agent <> Jennifer Chidester
Meeting ID: 01KX3JCG81DKKR5EP5CX39EVD6
Date: 2026-07-09T13:50:00.000Z
Host: raaja@marketerhire.com
Agent: Hey, Jennifer Chidester.
Agent: Thanks for hopping on.
Agent: I'm the AI assistant from Marketer Hire and I'll be running our intro chat today.
Agent: I've been trained on over 30,000 of our marketer matches, so I can help zero in on the right fit for you.
Agent: Fast to start.
Agent: Would it help if I gave a quick overview of how we work or would you rather jump straight into what you're looking for?
Jennifer Chidester: Jump straight in.
Agent: Love it.
Agent: So tell me a bit about the company, what you do and what stage you're at.
Jennifer Chidester: We are a marketing agency primarily specializing in digital.
Jennifer Chidester: So social media, social media ads, programmatic ads, social media, content branding, etc.
Agent: Got it.
Agent: So you're the agency side.
Agent: Interesting.
Agent: And what are the current marketing challenges you're trying to solve?
Agent: And what are you looking to accomplish by bringing someone in?
Jennifer Chidester: I need more hands on deck.
Jennifer Chidester: We are bombarded with work right now and have to create a lot of video content, create and manage and execute and report on social media ads.
Jennifer Chidester: Just need another creative brain, but also somebody who could do more of what I do, so I'm not doing as much of it.
Jennifer Chidester: So especially on the ad side, somebody who's really savvy with ads, someone who could create really smart content, someone who understands what's happening with AI and generative search so that content can really break through.
Jennifer Chidester: Um, and then overall kind of help me manage those things.
Jennifer Chidester: I'm almost looking for a lower level duplicate of myself so that I'm not doing everything.
Agent: That makes a lot of sense.
Agent: You need someone who can really own the execution side so you can step back a bit before I dig in a little more.
Agent: What does your current team look like?
Agent: Is it mostly you or do you have other people in the mix?
Jennifer Chidester: It's mostly me.
Jennifer Chidester: And then I have three freelancers, but they all have very limited schedules, so I'm looking for somebody who could be at least half time.
Agent: Got it.
Agent: So you need someone with real availability, not just a few hours here and there.
Jennifer Chidester: Yes.
Agent: And in terms of ch.
Agent: Go ahead.
Agent: I didn't mean to cut you off.
Jennifer Chidester: No, that's okay.
Jennifer Chidester: I cut you off.
Jennifer Chidester: Can you finish?
Agent: No worries.
Agent: I was just going to ask, which channels are you most focused on right now?
Agent: It sounds like paid social and content are big ones, but are there others you'd want this person to own?
Jennifer Chidester: Let's see.
Jennifer Chidester: Paid social, possibly programmatic, and then I'm not sure I would consider it a channel, but I would love to find somebody, and even if this is a separate person for lesser hours, somebody who's really become in tune with AI and generative search and how that's impacting content and how content's impacting that so that we can make sure that our content is bubbling up in AI search.
Agent: That's really interesting.
Agent: And yeah, that AI and generative search piece is becoming its own specialty.
Agent: Good to know you're thinking ahead on that.
Agent: So it sounds like the primary need is paid social, possibly programmatic.
Agent: And then separately, someone with that AI and content angle that's helpful.
Agent: What would success look like in the first 60 to 90 days?
Agent: And how do you measure it?
Agent: Like, what would make you feel like this person is really delivering?
Jennifer Chidester: I mean, them actually delivering, so them actually being available, them actually having the knowledge that I'm looking for because I have about 20 years experience and my biggest hurdle has been having to train people over and over and they just may not get it.
Jennifer Chidester: So somebody who already knows how to do this and has, you know, proof of working really well in this space, that could bring things to the table that maybe I'm not even bringing to the table.
Jennifer Chidester: And then, you know, it's just success would be the execution.
Jennifer Chidester: So somebody who's been reliable, somebody who's creating really great ads and knows how to segment the audiences and, and you know, organize them and report on them, that would all look like success for me because that would take a massive chunk of my time off, off the table so that I could focus on other things.
Agent: That makes total sense.
Agent: You need someone who can hit the ground running, not someone you have to handhold with 20 years under your belt.
Agent: You need a peer level executor, not a junior.
Agent: That's exactly the kind of marketer we vet for.
Agent: How soon are you looking to get someone started?
Jennifer Chidester: Asap.
Agent: Perfect.
Agent: That's good to know.
Agent: We can typically match within about two business days, so that works well.
Agent: And will you be working with this person directly or is there someone else?
Agent: Got it.
Agent: So you'd be the main point of contact.
Agent: And since paid social is a big part of this, roughly what are you spending on ad budget each month across your clients?
Agent: Just the media spend separate from what you'd pay the marketer.
Jennifer Chidester: Mm, 30 to 40,000amonth.
Agent: Okay.
Agent: That's a solid spend level that actually requires someone who really knows what they're doing to manage it.
Agent: Well, what does your current tool stack look like?
Agent: Are you working in Meta Ads Manager, Google Ads, any programmatic platforms, reporting tools?
Agent: What are you running?
Jennifer Chidester: That's something that.
Jennifer Chidester: Well, let me tell you.
Jennifer Chidester: Sorry, let me tell you first.
Jennifer Chidester: What I'm using.
Jennifer Chidester: And then what I also want to add to this is that that's why having, you know, a more mid level or senior person would be important because I'm open to learning if they're using tools that, that I haven't even considered yet to, to manage all of this.
Jennifer Chidester: But yes, we work directly in meta ads, we work directly in Google Ads, we work directly in TikTok ads, we work with propellant for our Programmatic ads.
Jennifer Chidester: We also use Sprout Social for measurement and then we're using PA11Y for content scheduling.
Agent: Great stack.
Agent: And I love that you're open to someone who might even bring new tools to the table.
Agent: That's exactly the kind of collaborative dynamic that works well.
Agent: Quick question on the team side, what the marketer would essentially be reporting to you and working alongside your three freelancers, Is that right?
Jennifer Chidester: Yes,.
Agent: Got it.
Agent: And is this a net new role for you or are you trying to replace someone who was doing this work before?
Jennifer Chidester: It's a, it's pretty much a net new role.
Jennifer Chidester: Although it may, it may divert some time away from my existing freelancers because I'm, I'm wasting a lot of time trying to train a couple of them to do this when it's just not their specialty.
Jennifer Chidester: So it may pull some time away from the existing freelancers, but it's also going to free up some of my time.
Agent: That makes sense.
Agent: Consolidating into one strong specialist rather than spreading it across people who aren't quite the right fit.
Agent: Smart move.
Agent: And roughly how much work is this?
Agent: You mentioned at least half time.
Agent: If you think about a typical week or month, what would the output look like?
Agent: Like how many campaigns, platforms, deliverables are we talking?
Jennifer Chidester: So I think it could be 15 to 20 hours a week, but we are running probably 50, 20 plus, maybe more ads a month across.
Jennifer Chidester: Across clients.
Jennifer Chidester: I'm talking campaigns, sorry, not, not individual like ad sets, but campaigns.
Jennifer Chidester: Probably 20 plus campaigns in terms of ads kind of across all platforms, maybe 20 to 25.
Jennifer Chidester: And then we report for this person would help me report out results for two clients each month.
Jennifer Chidester: One of them is a very big client, so that's probably where more of their time would be spent.
Agent: Got it.
Agent: So we're talking 15 to 20 hours a week, managing 20 plus campaigns across Meta, Google, TikTok and programmatic.
Agent: Plus monthly reporting for two clients, including a big one.
Agent: That's a solid, focused scope, not light, but also not quite a full plate.
Agent: Really clear picture based on everything you've shared.
Agent: I think a Paid social media marketer is the core fit here.
Agent: Someone who's senior enough to own the ad strategy and execution across your platforms without needing hand holding.
Agent: And given the programmatic piece with propellant, we'd want to make sure that's flagged in the brief so we match someone with that experience too.
Agent: The AI and generative search angle you mentioned, that's a bit of a separate specialty.
Agent: We could either look for someone who has both, or consider that as a lighter, separate engagement down the road.
Agent: Does the paid social focus feel like the right starting point?
Jennifer Chidester: It does, I will say ideally, because even though AI and generative search is definitely its own bucket and will increasingly become that, I think whoever is doing this needs to at least be aware of what's happening in that space and how that impacts content creation and how that impacts creating content that could actually bubble up in AI search and in and, and even in Google search.
Jennifer Chidester: So yeah, I do think the primary focus is exactly what you said.
Jennifer Chidester: The propellant is kind of a secondary thing because that is something I could do on my own.
Jennifer Chidester: But that would certainly be a nice to have.
Jennifer Chidester: If the person is also done programmatic and then the AI generative search piece, we could certainly look for somebody who just specializes in that.
Jennifer Chidester: That would be a much smaller monthly engagement.
Jennifer Chidester: But I would also love for the person that we're looking for, for the social media management role, to at least be very aware of what's happening in that space because it does impact even social content creation.
Agent: That's a really smart way to think about it.
Agent: And honestly, a lot of the stronger paid social specialists we work with are already keeping up with the AI and generative search landscape because it directly affects how content performs.
Agent: So we'd flag that as a priority in the brief and look for someone who's genuinely plugged into that space, not just technically proficient on the ad platforms.
Agent: Are you evaluating any other options for this right now?
Agent: Other platforms, agencies or freelancers you're considering?
Jennifer Chidester: No, I don't really have time for that.
Agent: Ah, fair enough.
Agent: That's actually a good sign you're ready to move.
Agent: So, based on what you've described, senior paid social specialist, 15 to 20 hours a week, managing 20 plus campaigns across Meta, Google and TikTok monthly, reporting for two clients, including a major one, and someone who's genuinely plugged into the AI content space.
Agent: This is a solid, focused scope, not light, but well defined for a paid social marketer.
Agent: At this scope, engagements typically run around 8 to 10,000amonth.
Agent: All in that covers the marketer's rate plus us.
Agent: No separate recruiting fee, no platform fee, nothing extra.
Agent: Most clients at this scope land around 9,000.
Agent: Does that range feel workable for you or is there a specific number I should stay within?
Jennifer Chidester: I would like to be under 5,000 unless they can take a significant amount of work off of the freelancers I'm already using.
Jennifer Chidester: Even if that means less hours, but just more focused work with great roi.
Agent: I hear you and that's a totally fair way to think about it.
Agent: Let me just share a bit of context on why the range I mentioned is what it is.
Agent: The 8 to 10,000 is all in.
Agent: No recruiting fee, no platform fee on top.
Agent: And when you compare it to what you'd pay an agency for the same caliber of work, or even factoring in the time you're currently losing training, freelancers who aren't quite the right fit.
Agent: A senior specialist who hits the ground running tends to pay for itself pretty quickly.
Agent: Plus there's a fully refundable two week trial, so there's no risk if the fit isn't right.
Agent: That said, I want to make sure we find something that works for you.
Agent: Could you stretch to 5,000amonth?
Agent: That's really the practical floor for getting a strong vetted specialist.
Agent: And at that level, we can still present the role to our marketplace and find you a solid match.
Agent: It won't get you the most senior tier, but it can still get you someone experienced who can take real work off your plate.
Jennifer Chidester: I'm open to considering that depending on the candidate.
Agent: That works and honestly, that's a reasonable way to approach it, we'd present the role to our marketplace at that budget and the team can share what the shortlist looks like.
Agent: So you can make a call from there.
Agent: And just so you know, the stronger the budget within that range, the more senior the specialists who'll want the role.
Agent: So there's always room to move up if the right person comes along.
Agent: One last thing.
Agent: How did you hear about marketer hire?
Jennifer Chidester: Instagram?
Agent: Great.
Agent: Glad the Instagram ads are working.
Agent: Okay, so here's what happens next.
Agent: We'll start matching right away, typically about two business days.
Agent: We'll send you the marketer's bio to review and if you're happy with the match, we go straight to signing the agreement and kicking off your two week trial.
Agent: The whole process is usually within about a week and the team will follow up by email with a recap and next steps.
Agent: We already have your contact details.
Agent: Is there anything else on your mind before we wrap up?
Jennifer Chidester: Yes, I'd like to ask you about something totally separate, which is more of a project for another client that's outside of our typical scope.
Jennifer Chidester: Do you work with any marketers who do traditional media relations, like traditional pr, media pitching?
Agent: That's a great question.
Agent: PR and media relations isn't a specialty we currently match for.
Agent: Our focus is really on digital marketing roles.
Agent: That said, that said, it's worth mentioning to the team when they follow up.
Agent: They may have some guidance or be able to point you in the right direction.
Agent: I wouldn't want to leave you without an answer on that, but otherwise it sounds like we've got a solid plan for the paid social piece.
Agent: Is there anything else before we close out?
Jennifer Chidester: That's it.
Agent: Wonderful.
Agent: This was really great.
Agent: Jennifer, thanks so much for taking the time today.
Agent: We'll get to work on finding the right match for you, and the team will follow up shortly with a recap and next steps.
Agent: Have a great rest of your day.
Agent: Ending the call now.
Prompt Part 2: Brief Template And Public Rules? 5834 chars

This packet defines the public brief structure, forbidden language, and public/internal separation rules.

open raw inputs/brief-template-rules-packet.md

# Compact Freelancer Brief Template And Public Rules

The public `job_brief_markdown` is the short brief freelancers see before deciding whether to engage. It should be quick to scan, specific enough to understand fit, and much shorter than the full Granola brief.

Compact public brief rules:
- Target 250-450 words. Absolute maximum: 650 words.
- Use 4-6 short sections with bullets. Do not use the old 8-section engagement brief structure.
- Prefer concrete scope, outcomes, channels, tools, team context, and must-have fit signals over background exposition.
- Omit empty/unknown sections entirely. Do not write placeholders such as 'not discussed' or 'recommend GM clarify'.
- Keep company overview to 1-2 bullets total.
- Keep POC/team context to one concise bullet unless it directly affects freelancer fit.
- Keep must-haves to the few criteria that would actually change who accepts or passes matching.
- Keep nice-to-haves optional and brief.
- No retainer, hourly, project fee, budget, pricing, media spend, or paid-media-budget language unless the role itself is paid media.
- No hours, weekly capacity, part-time/full-time, or workload percentage language.
- No internal-only commentary, no placeholders about missing information, no GM clarification notes, no XM/XA routing outside an appendix, and no visible AI-matching/meta labels.
- Never include the phrase 'Keywords for AI matching' or a similar matching-keywords section.
- Use the verified HubSpot company name in the brief title and company overview when available, unless the call explicitly says the brand is stealth, unnamed, or TBD.
- Use client/freelancer-facing language.
- If something is not discussed and is not required by the public brief, omit it rather than adding a placeholder.
Internal notes should preserve budget, routing, and other excluded details for matching analysis.

## Compact Brief Template

# Compact Engagement Brief Template

This file is the source of truth for the standard AImatch `job-brief.md`.
The Granola brief has its own separate template and should remain longer and
more detailed. This standard brief is intentionally compact: it is the fast,
freelancer-facing version someone can scan before deciding whether they want to
continue.

One role gets one standalone compact brief. Multi-role calls still produce one
brief per active role.

---

## Hard Rules

1. Audience is client and freelancer. Use polished, public-safe language.
2. Keep the public brief short: target 250-450 words, absolute max 650 words.
3. Do not use the old 8-section structure. Use the compact structure below.
4. Use bullets. Avoid long paragraphs.
5. Omit unknowns. Do not include placeholders like "not discussed" or "GM should clarify."
6. Do not include retainers, hourly rates, project fees, budget ranges, weekly hours, capacity, part-time/full-time language, or workload percentages.
7. Do not include internal routing, XM/XA codes, matching commentary, or "Keywords for AI matching."
8. Use the verified HubSpot company name when available unless the call explicitly says the brand is stealth, unnamed, or TBD.
9. Keep enough channel, tool, industry, and deliverable specificity for freelancer fit, but do not turn the brief into a requirements encyclopedia.
10. If media spend is directly relevant to a paid-media role, include it only as factual scope context and never as a freelancer fee or budget discussion. Otherwise omit spend entirely.

Internal notes should preserve budget, pricing, routing, uncertainty, and any
details excluded from the public brief.

---

## Compact Public Brief Structure

Use this structure unless the call clearly calls for a minor adjustment. Omit a
section if there is no useful signal for it.

```
MarketerHire Brief - {{company_name}} {{role_title}}

## Snapshot

- **Company:** {{1 bullet on what the company does, audience, market, and stage}}
- **Need:** {{1 bullet on why they are hiring now}}
- **Role:** {{1 bullet on the kind of marketer/freelancer they need}}

## What You'd Work On

- {{core responsibility or project}}
- {{core responsibility or project}}
- {{core responsibility or project}}
- {{optional fourth bullet only if important}}

## Must-Have Fit

- {{non-negotiable skill, channel, tool, industry, or working style}}
- {{non-negotiable skill, channel, tool, industry, or working style}}
- {{non-negotiable skill, channel, tool, industry, or working style}}

## Helpful Context

- **Tools/channels:** {{specific tools, platforms, channels, or content formats}}
- **Team/collaboration:** {{POC, collaborators, reporting line, decision-maker access, or review rhythm}}
- **Success signals:** {{specific KPI or outcome if discussed; otherwise omit this bullet}}
- **Nice-to-haves:** {{optional preferences, concise list; omit if weak}}
```

---

## Writing Guidance

- Lead with what matters to the freelancer: the company, the problem, the work,
  and what makes someone a strong fit.
- Keep company context tight. One strong company bullet is better than three
  generic background bullets.
- Merge overlapping details. For example, do not separately list "goals,"
  "deliverables," and "role-specific details" when one scope section can cover
  them.
- Use natural, specific terms such as B2B SaaS, DTC eCommerce, healthcare,
  lifecycle marketing, paid social, Meta Ads, Google Ads, Klaviyo, HubSpot,
  Shopify, Webflow, GA4, SEO, CRO, ABM, demand generation, positioning, UGC, or
  influencer marketing when supported by the call.
- Do not exaggerate scope. If the client wants a strategic operator, say so. If
  they want hands-on execution, say so. If they want both, frame the primary
  need first and keep it achievable.
- Keep must-haves strict and short. Preferences belong in Helpful Context.
- Never reveal matching mechanics, internal concerns, or operational notes.

V2 Generated Brief?

MarketerHire Brief — Paid Social Media Marketer

Snapshot

  • Role: A seasoned paid social specialist who can independently manage multi-platform ad campaigns, build and segment audiences, and produce clean client reporting — without hand-holding.

What You'd Work On

  • Manage and execute 20+ paid campaigns per month across Meta, Google Ads, and TikTok Ads
  • Own audience segmentation, campaign structure, and ongoing optimizations across client accounts
  • Produce monthly performance reports for two clients, including a high-priority major account
  • Contribute to social ad creative direction and content that performs across platforms
  • Stay current on AI and generative search trends as they relate to content strategy and visibility

Must-Have Fit

  • Proven, hands-on experience running paid social campaigns on Meta Ads Manager, Google Ads, and TikTok Ads — independently, not just in a support role
  • Comfortable managing multiple client accounts simultaneously in an agency environment
  • Strong reporting chops: can translate campaign data into clear, client-ready insights
  • Senior enough to operate without training overhead — you bring the playbook, not just the willingness to learn one

Helpful Context

  • Tools/channels: Meta Ads Manager, Google Ads, TikTok Ads, Sprout Social (reporting/measurement), PA11Y (content scheduling); openness to tools the marketer brings
  • Success signals: Campaigns running cleanly and on time, monthly reports delivered without owner intervention, meaningful workload lifted from the agency owner
  • Nice-to-haves: Experience with Propellant or other programmatic platforms; familiarity with AI/generative search optimization as it applies to content and paid strategy

V2 Internal Notes

Internal Notes — Paid Social Media Marketer

Budget

  • Matching budget: $5,000/month (hard cap, retainer)
  • Agent-presented range: $8,000–$10,000/month (all-in, standard for this scope)
  • Floor discussed: $5,000/month as practical minimum; Jennifer tentatively accepted contingent on candidate quality
  • Source quote: "I would like to be under 5,000… Could you stretch to 5,000 a month? That's really the practical floor… I'm open to considering that depending on the candidate."
  • Flags: budget_negotiated_take_final, tentative_acceptance_of_floor
  • Confidence: Medium — acceptance was conditional; she may move up if the right candidate emerges. Needs human review before presenting budget to candidates.
  • Auto-QTB: auto_apply

Scope & Workload

  • 15–20 hours/week
  • 20+ campaigns/month across Meta, Google Ads, TikTok Ads
  • Monthly reporting for 2 clients; one is a major/high-priority account
  • Programmatic (Propellant) is a nice-to-have, not a hard requirement
  • AI/generative search awareness desired within this same role (not a separate hire at this time; a lighter specialist engagement was mentioned as a possible future need)

Role Context

  • Net new role; may partially absorb hours currently spread across 3 under-specialized freelancers
  • Agency owner Jennifer Chidester has 20 years of experience; key pain point is training burden — must be a self-starter who hits the ground running
  • Jennifer is sole decision-maker and will be direct day-to-day collaborator

Team

  • Jennifer Chidester (owner/operator, POC, full hiring authority)
  • 3 part-time freelancers with limited availability

Tools

  • Required: Meta Ads Manager, Google Ads, TikTok Ads, Sprout Social, PA11Y
  • Nice-to-have: Propellant (programmatic)
  • Jennifer open to marketer introducing new tools

Timeline

  • Start: ASAP
  • Match delivery: ~2 business days
  • Trial: 2-week fully refundable

Lead Source

  • Instagram (organic/paid — Jennifer referenced seeing MarketerHire on Instagram)

Secondary Role (Not Active)

  • AI/generative search specialist discussed as a possible future lighter engagement — not an active hire; flag for follow-up email

PR Note

  • Jennifer asked about traditional PR/media pitching for a separate client project — agent correctly noted this is outside MarketerHire's scope; flag for team follow-up email in case there's a referral pathway

Classified Requirements

TierCategoryLabelValueSource
HARD Channel Meta Ads (Facebook/Instagram) Must have proven, hands-on experience running paid campaigns in Meta Ads Manager independently Jennifer: 'yes, we work directly in meta ads' | Brief Must-Have: 'Proven, hands-on experience running paid social campaigns on Meta Ads Manager… independently, not just in a support role'
HARD Channel Google Ads Must have proven, hands-on experience running paid campaigns in Google Ads independently Jennifer: 'we work directly in Google Ads' | Brief Must-Have: 'Proven, hands-on experience running paid social campaigns on… Google Ads… independently, not just in a support role'
HARD Channel TikTok Ads Must have proven, hands-on experience running paid campaigns in TikTok Ads independently Jennifer: 'we work directly in TikTok ads' | Brief Must-Have: 'Proven, hands-on experience running paid social campaigns on… TikTok Ads — independently, not just in a support role'
PREFERRED Channel Programmatic Advertising Experience with programmatic ad platforms (e.g., Propellant) is a nice-to-have; Jennifer can handle this independently if needed Jennifer: 'The propellant is kind of a secondary thing because that is something I could do on my own. But that would certainly be a nice to have.' | Internal Notes: 'Programmatic (Propellant) is a nice-to-have, not a hard requirement'
HARD Skill Multi-client Campaign Management Must be comfortable independently managing 20+ campaigns per month across multiple client accounts simultaneously in an agency environment Agent summary confirmed by Jennifer: 'managing 20 plus campaigns across Meta, Google, TikTok' | Brief Must-Have: 'Comfortable managing multiple client accounts simultaneously in an agency environment'
HARD Skill Audience Segmentation Must be able to build, segment, and structure audiences across paid platforms without guidance Jennifer: 'somebody who's creating really great ads and knows how to segment the audiences and organize them and report on them' | Brief: 'Own audience segmentation, campaign structure, and ongoing optimizations across client accounts'
HARD Skill Client Reporting Must be able to produce clear, client-ready monthly performance reports for two clients independently, including a major high-priority account Jennifer: 'somebody who… could… report on them, that would all look like success for me' | Brief Must-Have: 'Strong reporting chops: can translate campaign data into clear, client-ready insights' | Internal Notes: 'Monthly reporting for 2 clients; one is a major/high-priority account'
HARD Seniority Senior / Self-Sufficient Operator Must operate without training overhead; must bring their own playbook and hit the ground running — junior or training-dependent candidates are disqualifying Jennifer: 'my biggest hurdle has been having to train people over and over and they just may not get it. So somebody who already knows how to do this and has proof of working really well in this space' | Brief Must-Have: 'Senior enough to operate without training overhead — you bring the playbook, not just the willingness to learn one'
IMPORTANT Industry Agency / Multi-Client Background Should have prior experience working in or with a digital marketing agency managing multiple client accounts concurrently Brief Must-Have: 'Comfortable managing multiple client accounts simultaneously in an agency environment' | Context: Jennifer runs a multi-client digital marketing agency and needs someone who understands that dynamic
IMPORTANT Skill Social Ad Creative Direction Should be able to contribute to social ad creative strategy and content production that performs across paid platforms Jennifer: 'somebody who's really savvy with ads, someone who could create really smart content' | Brief: 'Contribute to social ad creative direction and content that performs across platforms'
IMPORTANT Skill AI & Generative Search Awareness Should be actively aware of how AI and generative search trends affect content strategy and paid social visibility — not required to be a specialist, but must be plugged into this space Jennifer: 'I would also love for the person that we're looking for… to at least be very aware of what's happening in that space because it does impact even social content creation' | Brief: 'Stay current on AI and generative search trends as they relate to content strategy and visibility'
IMPORTANT Tool Sprout Social Should be proficient in Sprout Social for campaign measurement and client reporting Jennifer: 'we also use Sprout Social for measurement' | Brief Helpful Context: 'Tools/channels: … Sprout Social (reporting/measurement)'
IMPORTANT Tool PA11Y Should be familiar with PA11Y for content scheduling as part of the existing tool stack Jennifer: 'we're using PA11Y for content scheduling' | Brief Helpful Context: 'Tools/channels: … PA11Y (content scheduling)'
PREFERRED Tool Propellant (Programmatic DSP) Familiarity with Propellant or equivalent programmatic advertising platforms is a nice-to-have Jennifer: 'we work with propellant for our Programmatic ads… The propellant is kind of a secondary thing because that is something I could do on my own. But that would certainly be a nice to have.' | Internal Notes: 'Nice-to-have: Propellant (programmatic)'
HARD Budget Monthly Retainer Cap $5,000/month hard cap (retainer); tentatively accepted floor after negotiation from Jennifer's initial 'under $5,000' ask — contingent on candidate quality Jennifer: 'I would like to be under 5,000' | Agent: 'Could you stretch to 5,000 a month? That's really the practical floor' | Jennifer: 'I'm open to considering that depending on the candidate.' | Structured Budget Decision: hard_cap=$5,000/month, flags=budget_negotiated_take_final,tentative_acceptance_of_floor
HARD Other Minimum Availability — Part-Time (~15–20 hrs/week) Must be available at least half-time (15–20 hours per week); limited-availability freelance arrangements are not sufficient Jennifer: 'I'm looking for somebody who could be at least half time' | Agent summary confirmed: '15 to 20 hours a week' | Internal Notes: 'Scope & Workload: 15–20 hours/week'
PREFERRED Other Openness to Tool Innovation Candidate who proactively brings new tools or workflow improvements to the table is a value-add Jennifer: 'I'm open to learning if they're using tools that I haven't even considered yet to manage all of this' | Brief Helpful Context: 'openness to tools the marketer brings'
Raw requirements JSON
[
  {
    "id": "req-001",
    "category": "Channel",
    "tier": "HARD",
    "label": "Meta Ads (Facebook/Instagram)",
    "value": "Must have proven, hands-on experience running paid campaigns in Meta Ads Manager independently",
    "source": "Jennifer: 'yes, we work directly in meta ads' | Brief Must-Have: 'Proven, hands-on experience running paid social campaigns on Meta Ads Manager… independently, not just in a support role'"
  },
  {
    "id": "req-002",
    "category": "Channel",
    "tier": "HARD",
    "label": "Google Ads",
    "value": "Must have proven, hands-on experience running paid campaigns in Google Ads independently",
    "source": "Jennifer: 'we work directly in Google Ads' | Brief Must-Have: 'Proven, hands-on experience running paid social campaigns on… Google Ads… independently, not just in a support role'"
  },
  {
    "id": "req-003",
    "category": "Channel",
    "tier": "HARD",
    "label": "TikTok Ads",
    "value": "Must have proven, hands-on experience running paid campaigns in TikTok Ads independently",
    "source": "Jennifer: 'we work directly in TikTok ads' | Brief Must-Have: 'Proven, hands-on experience running paid social campaigns on… TikTok Ads — independently, not just in a support role'"
  },
  {
    "id": "req-004",
    "category": "Channel",
    "tier": "PREFERRED",
    "label": "Programmatic Advertising",
    "value": "Experience with programmatic ad platforms (e.g., Propellant) is a nice-to-have; Jennifer can handle this independently if needed",
    "source": "Jennifer: 'The propellant is kind of a secondary thing because that is something I could do on my own. But that would certainly be a nice to have.' | Internal Notes: 'Programmatic (Propellant) is a nice-to-have, not a hard requirement'"
  },
  {
    "id": "req-005",
    "category": "Skill",
    "tier": "HARD",
    "label": "Multi-client Campaign Management",
    "value": "Must be comfortable independently managing 20+ campaigns per month across multiple client accounts simultaneously in an agency environment",
    "source": "Agent summary confirmed by Jennifer: 'managing 20 plus campaigns across Meta, Google, TikTok' | Brief Must-Have: 'Comfortable managing multiple client accounts simultaneously in an agency environment'"
  },
  {
    "id": "req-006",
    "category": "Skill",
    "tier": "HARD",
    "label": "Audience Segmentation",
    "value": "Must be able to build, segment, and structure audiences across paid platforms without guidance",
    "source": "Jennifer: 'somebody who's creating really great ads and knows how to segment the audiences and organize them and report on them' | Brief: 'Own audience segmentation, campaign structure, and ongoing optimizations across client accounts'"
  },
  {
    "id": "req-007",
    "category": "Skill",
    "tier": "HARD",
    "label": "Client Reporting",
    "value": "Must be able to produce clear, client-ready monthly performance reports for two clients independently, including a major high-priority account",
    "source": "Jennifer: 'somebody who… could… report on them, that would all look like success for me' | Brief Must-Have: 'Strong reporting chops: can translate campaign data into clear, client-ready insights' | Internal Notes: 'Monthly reporting for 2 clients; one is a major/high-priority account'"
  },
  {
    "id": "req-008",
    "category": "Seniority",
    "tier": "HARD",
    "label": "Senior / Self-Sufficient Operator",
    "value": "Must operate without training overhead; must bring their own playbook and hit the ground running — junior or training-dependent candidates are disqualifying",
    "source": "Jennifer: 'my biggest hurdle has been having to train people over and over and they just may not get it. So somebody who already knows how to do this and has proof of working really well in this space' | Brief Must-Have: 'Senior enough to operate without training overhead — you bring the playbook, not just the willingness to learn one'"
  },
  {
    "id": "req-009",
    "category": "Industry",
    "tier": "IMPORTANT",
    "label": "Agency / Multi-Client Background",
    "value": "Should have prior experience working in or with a digital marketing agency managing multiple client accounts concurrently",
    "source": "Brief Must-Have: 'Comfortable managing multiple client accounts simultaneously in an agency environment' | Context: Jennifer runs a multi-client digital marketing agency and needs someone who understands that dynamic"
  },
  {
    "id": "req-010",
    "category": "Skill",
    "tier": "IMPORTANT",
    "label": "Social Ad Creative Direction",
    "value": "Should be able to contribute to social ad creative strategy and content production that performs across paid platforms",
    "source": "Jennifer: 'somebody who's really savvy with ads, someone who could create really smart content' | Brief: 'Contribute to social ad creative direction and content that performs across platforms'"
  },
  {
    "id": "req-011",
    "category": "Skill",
    "tier": "IMPORTANT",
    "label": "AI & Generative Search Awareness",
    "value": "Should be actively aware of how AI and generative search trends affect content strategy and paid social visibility — not required to be a specialist, but must be plugged into this space",
    "source": "Jennifer: 'I would also love for the person that we're looking for… to at least be very aware of what's happening in that space because it does impact even social content creation' | Brief: 'Stay current on AI and generative search trends as they relate to content strategy and visibility'"
  },
  {
    "id": "req-012",
    "category": "Tool",
    "tier": "IMPORTANT",
    "label": "Sprout Social",
    "value": "Should be proficient in Sprout Social for campaign measurement and client reporting",
    "source": "Jennifer: 'we also use Sprout Social for measurement' | Brief Helpful Context: 'Tools/channels: … Sprout Social (reporting/measurement)'"
  },
  {
    "id": "req-013",
    "category": "Tool",
    "tier": "IMPORTANT",
    "label": "PA11Y",
    "value": "Should be familiar with PA11Y for content scheduling as part of the existing tool stack",
    "source": "Jennifer: 'we're using PA11Y for content scheduling' | Brief Helpful Context: 'Tools/channels: … PA11Y (content scheduling)'"
  },
  {
    "id": "req-014",
    "category": "Tool",
    "tier": "PREFERRED",
    "label": "Propellant (Programmatic DSP)",
    "value": "Familiarity with Propellant or equivalent programmatic advertising platforms is a nice-to-have",
    "source": "Jennifer: 'we work with propellant for our Programmatic ads… The propellant is kind of a secondary thing because that is something I could do on my own. But that would certainly be a nice to have.' | Internal Notes: 'Nice-to-have: Propellant (programmatic)'"
  },
  {
    "id": "req-015",
    "category": "Budget",
    "tier": "HARD",
    "label": "Monthly Retainer Cap",
    "value": "$5,000/month hard cap (retainer); tentatively accepted floor after negotiation from Jennifer's initial 'under $5,000' ask — contingent on candidate quality",
    "source": "Jennifer: 'I would like to be under 5,000' | Agent: 'Could you stretch to 5,000 a month? That's really the practical floor' | Jennifer: 'I'm open to considering that depending on the candidate.' | Structured Budget Decision: hard_cap=$5,000/month, flags=budget_negotiated_take_final,tentative_acceptance_of_floor"
  },
  {
    "id": "req-016",
    "category": "Other",
    "tier": "HARD",
    "label": "Minimum Availability — Part-Time (~15–20 hrs/week)",
    "value": "Must be available at least half-time (15–20 hours per week); limited-availability freelance arrangements are not sufficient",
    "source": "Jennifer: 'I'm looking for somebody who could be at least half time' | Agent summary confirmed: '15 to 20 hours a week' | Internal Notes: 'Scope & Workload: 15–20 hours/week'"
  },
  {
    "id": "req-017",
    "category": "Other",
    "tier": "PREFERRED",
    "label": "Openness to Tool Innovation",
    "value": "Candidate who proactively brings new tools or workflow improvements to the table is a value-add",
    "source": "Jennifer: 'I'm open to learning if they're using tools that I haven't even considered yet to manage all of this' | Brief Helpful Context: 'openness to tools the marketer brings'"
  }
]

Form Data

companyName
Jennifer Chidester (Agency)
websiteUrl
<UNKNOWN>
marketerTypes
Paid Social Media Marketer
industry
Digital Marketing Agency
companySize
<UNKNOWN>
freeformRequest
Senior/peer-level paid social specialist to own ad strategy and execution across Meta, Google, and TikTok, manage 20+ campaigns per month, and handle monthly reporting for two clients (including a major account). 15–20 hours/week. Programmatic (Propellant) is a nice-to-have. Candidate should also be aware of AI/generative search trends and how they impact content creation and performance. Agency owner has 20 years of experience and needs someone who can hit the ground running with minimal training.
Raw formData JSON
{
  "companyName": "Jennifer Chidester (Agency)",
  "websiteUrl": "<UNKNOWN>",
  "marketerTypes": [
    "Paid Social Media Marketer"
  ],
  "industry": "Digital Marketing Agency",
  "companySize": "<UNKNOWN>",
  "freeformRequest": "Senior/peer-level paid social specialist to own ad strategy and execution across Meta, Google, and TikTok, manage 20+ campaigns per month, and handle monthly reporting for two clients (including a major account). 15–20 hours/week. Programmatic (Propellant) is a nice-to-have. Candidate should also be aware of AI/generative search trends and how they impact content creation and performance. Agency owner has 20 years of experience and needs someone who can hit the ground running with minimal training."
}

Escalation

Action: Advisory GO — route to TA/AM for budget confirmation before candidate outreach

Edit/question: Before pushing to marketplace: confirm with Jennifer whether $5,000/month remains her ceiling or whether she'd move to $6,000–$8,000 for the right senior candidate, per her stated openness to 'considering moving upward if the right person emerges.'

The brief is accurate, well-scoped, and ready to match. The only actionable flag is the $5,000/month hard cap, which is below market rate for this scope and was accepted conditionally. A human reviewer should confirm Jennifer's budget ceiling with her directly before presenting the role to candidates, and should open the door to upward movement if a strong candidate emerges. No brief edits required.

Checks

Transcript Fidelity Unknown

No details.

Role Alignment Unknown

No details.

Budget Realism Unknown

No details.

Niche Requirements Unknown

No details.

Single Marketer Feasibility Unknown

No details.

Raw QC JSON

{
  "schema_version": "BriefQcV1",
  "verdict": "GO",
  "checks": {
    "transcript_fidelity": {
      "result": "PASS",
      "notes": "All brief claims are directly supported by transcript evidence. Scope (15–20 hrs/week, 20+ campaigns, 2-client reporting), tools (Meta, Google, TikTok, Propellant, Sprout Social, PA11Y), timeline (ASAP, ~2 business days to match), and budget negotiation sequence are accurately reflected. No facts appear fabricated or embellished."
    },
    "role_alignment": {
      "result": "PASS",
      "notes": "Brief correctly frames the role as a senior paid social specialist with independent execution ownership. AI/generative search is appropriately scoped as awareness-level nice-to-have rather than a hard requirement. Programmatic (Propellant) correctly listed as nice-to-have per Jennifer's own de-prioritization. Secondary AI specialist engagement and PR inquiry are correctly deferred to internal notes only."
    },
    "budget_realism": {
      "result": "FLAG",
      "notes": "Hard cap of $5,000/month sits below the agent-presented market rate of $8,000–$10,000/month for this scope. Jennifer's acceptance was explicitly conditional ('depending on the candidate'). Internal notes correctly flag this with budget_negotiated_take_final and tentative_acceptance_of_floor, and call for human review before presenting to candidates. Risk is acknowledged and contained; matching can proceed but TA/AM must validate budget with Jennifer before candidate outreach."
    },
    "niche_requirements": {
      "result": "PASS",
      "notes": "Must-haves (Meta, Google Ads, TikTok Ads, multi-client agency experience, independent reporting) are clearly enumerated and sourced from transcript. Nice-to-haves (Propellant, AI/generative search fluency) are correctly tiered and will not artificially narrow the candidate pool."
    },
    "single_marketer_feasibility": {
      "result": "PASS",
      "notes": "15–20 hrs/week across 20+ campaigns and 2 monthly reports is a well-defined, coherent scope for one experienced paid social marketer. No conflicting specialties are bundled into this role. The AI/generative search ask is scoped as awareness, not a separate discipline hire, keeping the role focused."
    }
  },
  "escalation": {
    "action": "Advisory GO — route to TA/AM for budget confirmation before candidate outreach",
    "rationale": "The brief is accurate, well-scoped, and ready to match. The only actionable flag is the $5,000/month hard cap, which is below market rate for this scope and was accepted conditionally. A human reviewer should confirm Jennifer's budget ceiling with her directly before presenting the role to candidates, and should open the door to upward movement if a strong candidate emerges. No brief edits required.",
    "edit_or_question": "Before pushing to marketplace: confirm with Jennifer whether $5,000/month remains her ceiling or whether she'd move to $6,000–$8,000 for the right senior candidate, per her stated openness to 'considering moving upward if the right person emerges.'"
  }
}

Search Plan

raw search-plan.json

RolesPaid Social Media Marketer Paid Social Specialist Paid Social Ads Manager Performance Marketing Manager Digital Advertising Specialist Social Media Advertising Expert
SkillsMeta Ads Manager Google Ads TikTok Ads Audience Segmentation Campaign Management Multi-Client Management Client Reporting Social Ad Creative Campaign Optimization Paid Social Strategy AI Awareness Generative Search
ToolsMeta Ads Manager Google Ads TikTok Ads Sprout Social PA11Y Propellant
IndustriesDigital Marketing Agency Performance Marketing Advertising Agency Social Media Marketing
CompaniesDigital Marketing Agencies Social Media Advertising Firms Performance Marketing Agencies Multi-client Ad Management Shops
ChannelsMeta Ads Facebook Ads Instagram Ads Google Ads TikTok Ads Programmatic Advertising
Content Keywordspaid social campaigns audience segmentation performance reporting multi-platform advertising campaign optimization client-ready insights social ad creative 30k-40k monthly spend agency environment hands-on execution Meta Ads Manager Google Ads TikTok Ads Sprout Social PA11Y Propellant Campaign Management Multi-Client Management Client Reporting Paid Social Strategy AI Awareness Generative Search Meta Ads Facebook Ads Instagram Ads Programmatic Advertising Digital Marketing Agency Performance Marketing Advertising Agency Social Media Marketing

Rationale

This search plan targets senior paid social specialists with proven hands-on experience managing multi-platform campaigns independently. Priority is on direct platform expertise (Meta/Google/TikTok), strong reporting capabilities, multi-client agency background, and self-sufficient operators who can manage 20+ campaigns/month without training overhead. Tool familiarity (Sprout Social, PA11Y) and emerging awareness (AI/generative search) are secondary signals. Candidate must demonstrate senior-level execution ability and comfort with 15–20 hour/week part-time commitment in a growth-constrained agency managing $30–40K monthly ad spend.

Raw search plan JSON
{
  "schema_version": "SearchPlanV1",
  "roles": [
    "Paid Social Media Marketer",
    "Paid Social Specialist",
    "Paid Social Ads Manager",
    "Performance Marketing Manager",
    "Digital Advertising Specialist",
    "Social Media Advertising Expert"
  ],
  "skills": [
    "Meta Ads Manager",
    "Google Ads",
    "TikTok Ads",
    "Audience Segmentation",
    "Campaign Management",
    "Multi-Client Management",
    "Client Reporting",
    "Social Ad Creative",
    "Campaign Optimization",
    "Paid Social Strategy",
    "AI Awareness",
    "Generative Search"
  ],
  "tools": [
    "Meta Ads Manager",
    "Google Ads",
    "TikTok Ads",
    "Sprout Social",
    "PA11Y",
    "Propellant"
  ],
  "industries": [
    "Digital Marketing Agency",
    "Performance Marketing",
    "Advertising Agency",
    "Social Media Marketing"
  ],
  "companies": [
    "Digital Marketing Agencies",
    "Social Media Advertising Firms",
    "Performance Marketing Agencies",
    "Multi-client Ad Management Shops"
  ],
  "channels": [
    "Meta Ads",
    "Facebook Ads",
    "Instagram Ads",
    "Google Ads",
    "TikTok Ads",
    "Programmatic Advertising"
  ],
  "content_keywords": [
    "paid social campaigns",
    "audience segmentation",
    "performance reporting",
    "multi-platform advertising",
    "campaign optimization",
    "client-ready insights",
    "social ad creative",
    "30k-40k monthly spend",
    "agency environment",
    "hands-on execution",
    "Meta Ads Manager",
    "Google Ads",
    "TikTok Ads",
    "Sprout Social",
    "PA11Y",
    "Propellant",
    "Campaign Management",
    "Multi-Client Management",
    "Client Reporting",
    "Paid Social Strategy",
    "AI Awareness",
    "Generative Search",
    "Meta Ads",
    "Facebook Ads",
    "Instagram Ads",
    "Programmatic Advertising",
    "Digital Marketing Agency",
    "Performance Marketing",
    "Advertising Agency",
    "Social Media Marketing"
  ],
  "rationale": "This search plan targets senior paid social specialists with proven hands-on experience managing multi-platform campaigns independently. Priority is on direct platform expertise (Meta/Google/TikTok), strong reporting capabilities, multi-client agency background, and self-sufficient operators who can manage 20+ campaigns/month without training overhead. Tool familiarity (Sprout Social, PA11Y) and emerging awareness (AI/generative search) are secondary signals. Candidate must demonstrate senior-level execution ability and comfort with 15–20 hour/week part-time commitment in a growth-constrained agency managing $30–40K monthly ad spend."
}

Semantic Query 0

raw semantic-query.json

ENOENT: no such file or directory, open '/var/lib/aimatch/artifacts/44250090-ee00-4a85-bf3e-9a6286c85b8c/api-v2/roles/paid-social-media-marketer/semantic-query.json'

Structured Lane 0

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Content Lane 0

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Companies Lane 0

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Channels Lane 0

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Semantic Capability Lane 0

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Semantic Work Experience Lane 0

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Semantic Company Bridge Lane 0

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No candidates in this lane.

Semantic Merge Debug 0

raw semantic-merged-debug.json

ENOENT: no such file or directory, open '/var/lib/aimatch/artifacts/44250090-ee00-4a85-bf3e-9a6286c85b8c/api-v2/roles/paid-social-media-marketer/semantic-merged-debug.json'

Merged Pool 0

raw merged-ranked.json

merged-ranked.json not found

Candidate Hard Screens 0

raw candidate-hard-screens.json

ENOENT: no such file or directory, open '/var/lib/aimatch/artifacts/44250090-ee00-4a85-bf3e-9a6286c85b8c/api-v2/roles/paid-social-media-marketer/candidate-hard-screens.json'

Candidate Recall Signals 0

raw candidate-recall-signals.json

ENOENT: no such file or directory, open '/var/lib/aimatch/artifacts/44250090-ee00-4a85-bf3e-9a6286c85b8c/api-v2/roles/paid-social-media-marketer/candidate-recall-signals.json'

Candidate Evaluations 0

raw candidate-evaluations.json

candidate-evaluations.json not found

Candidate Scoring Rubric 0

raw candidate-scoring-rubric.json

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Finalist Rerank 0

raw candidate-finalist-rerank.json

ENOENT: no such file or directory, open '/var/lib/aimatch/artifacts/44250090-ee00-4a85-bf3e-9a6286c85b8c/api-v2/roles/paid-social-media-marketer/candidate-finalist-rerank.json'

Selected Candidates 0

raw selected-candidates.json

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Candidate Evaluation Cache 0

raw candidate-evaluation-cache.json

ENOENT: no such file or directory, open '/var/lib/aimatch/artifacts/44250090-ee00-4a85-bf3e-9a6286c85b8c/api-v2/roles/paid-social-media-marketer/candidate-evaluation-cache.json'

Candidate Evaluation Errors 0

raw candidate-evaluation-errors.json

ENOENT: no such file or directory, open '/var/lib/aimatch/artifacts/44250090-ee00-4a85-bf3e-9a6286c85b8c/api-v2/roles/paid-social-media-marketer/candidate-evaluation-errors.json'