# Audience Intelligence: AI scope-of-work reviewer for agency selection

SMB or mid-market company comparing marketing agency proposals is the first audience because the report already names a repeated pain, reachable channels, and a validation test that can be run before software is complete.

## Segments
- **SMB or mid-market company comparing marketing agency proposals**: Companies picking an agency compare proposals they can't evaluate: vague deliverables, unbenchmarked pricing, and scope language written to permit under-delivery - and they discover the gaps quarters into the retainer. Trigger: Agency-client disputes overwhelmingly trace to scope ambiguity present in the original SOW. Budget signal: Per-review pricing with a subscription for companies running ongoing agency relationships.
- **Budget owner who feels the operational cost of the broken workflow.**: Episodic usage - companies pick agencies rarely, so the durable buyer may be procurement consultants. Trigger: AI-assisted product work and managed infrastructure reduce the first-version cost. Budget signal: $49-$499/month
- **Hands-on operator willing to pilot a narrow tool before a full rollout.**: Benchmark data quality determines credibility and takes time to accumulate. Trigger: Per-review pricing with a subscription for companies running ongoing agency relationships. Budget signal: $99-$1,000/year add-on
- **SMB or mid-market company comparing marketing agency proposals who still run the workflow in spreadsheets, generic docs, email, or chat threads.**: Companies picking an agency compare proposals they can't evaluate: vague deliverables, unbenchmarked pricing, and scope language written to permit under-delivery - and they discover the gaps quarters into the retainer. Trigger: The wedge is specific enough to test without claiming the whole market. Budget signal: Custom

## Channels
- **Reddit / forums**: Look for complaints, workarounds, and repeated questions. First move: Post a problem teardown for Marketing procurement tools and ask how people solve it today.
- **Launch communities**: Launch traction shows whether the promise is legible. First move: Ship a narrow demo and watch which promise gets clicks.
- **Review and alternative pages**: Pricing and alternatives expose buyer objections. First move: Write an alternatives page that owns one narrow use case.
- **Community pain posts**: Use communities and forums where SMB or mid-market company comparing marketing agency proposals already describe the painful workflow. First move: Problem teardown, interview ask, and short demo clip
- **Direct outreach**: Direct conversations are the fastest way to verify budget ownership and switching cost. First move: Concierge pilot offer with a manually prepared sample

## Intent Keywords
`scope workflow`, `work validation`, `scope ai`, `work automation`, `b2b-saas`, `procurement`, `Marketing procurement tools`

## Messaging Angles
- AI scope-of-work reviewer for agency selection should be tested as a narrow first-win workflow for one buyer: SMB or mid-market company comparing marketing agency proposals.
- Replace a narrow workflow that reaches value without configuration-heavy onboarding. with a focused first-win workflow.
- Promise proof around problem resonance: 5+ calls or 10+ detailed replies..
- De-risk adoption with concierge review or paid template.

## Objections
- Episodic usage - companies pick agencies rarely, so the durable buyer may be procurement consultants.
- Benchmark data quality determines credibility and takes time to accumulate.
- Needs real buyer access, not only desk research.
- Needs proof of budget or repeated urgency.
- Needs a crisp wedge before broad product work starts.
- A broad AI assistant can flatten differentiation unless the wedge is painfully specific.