# Audience Intelligence: A-to-F safety grade for vetting contractors before you hire

Homeowner about to hire a contractor for a major renovation 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
- **Homeowner about to hire a contractor for a major renovation**: Homeowners cannot easily judge whether a contractor is licensed, insured, and free of serious complaints, so they hire on gut feel and risk unsafe or unfinished work. Trigger: State licensing boards publish contractor license status and disciplinary actions homeowners rarely check. Budget signal: Pay-per-report fee plus a small-batch pack for homeowners comparing bids.
- **Budget owner who feels the operational cost of the broken workflow.**: Publishing graded judgments about named businesses creates defamation and accuracy exposure requiring sourced, transparent criteria. 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.**: Public-record coverage varies by state, so grades could be incomplete or unfair without clear data-coverage disclosure. Trigger: Pay-per-report fee plus a small-batch pack for homeowners comparing bids. Budget signal: $99-$1,000/year add-on
- **Homeowner about to hire a contractor for a major renovation who still run the workflow in spreadsheets, generic docs, email, or chat threads.**: Homeowners cannot easily judge whether a contractor is licensed, insured, and free of serious complaints, so they hire on gut feel and risk unsafe or unfinished work. 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 Home-improvement contractor vetting 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 Homeowner about to hire a contractor for a major renovation 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
`safety workflow`, `grade validation`, `safety ai`, `grade automation`, `home-improvement`, `contractor-vetting`, `safety-grade`, `public-records`, `Home-improvement contractor vetting`

## Messaging Angles
- A-to-F safety grade for vetting contractors before you hire should be tested as a narrow first-win workflow for Homeowner about to hire a contractor for a major renovation.
- 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
- Publishing graded judgments about named businesses creates defamation and accuracy exposure requiring sourced, transparent criteria.
- Public-record coverage varies by state, so grades could be incomplete or unfair without clear data-coverage disclosure.
- 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.