OpenClaw Lead Response Agent for Blue Collar Businesses
Todd Anderson built an AI lead response agent for a moving company projected to add $700K in revenue by end of Q3
The Strategy
Todd Anderson built an OpenClaw agent called Hermes for a moving company that handles inbound lead response in under 45 seconds. The business takes in roughly 15,000 leads per year. The problem was the same as most blue collar businesses — leads came in and sat there while staff were busy. Hermes reads each incoming lead, scores it based on intent and propensity to buy, then begins asking qualifying discovery questions via blue iMessage texts. The agent is not trying to close the deal — it holds the lead warm and gathers context until a CSR can call. Todd built the MVP in a single weekend using a framework document that specifies how to handle every situation.
How It Works
Lead submits a contact form on the website — form data ports into a Zapier table.
Zapier notifies Hermes (the OpenClaw agent) via Slack with full lead context.
Hermes scores the lead based on intent signals and propensity to buy using a framework prompt.
Agent sends a personalized blue iMessage response within 45 seconds via an old iPhone.
Hermes asks qualifying discovery questions: how long has the issue been going on, when do you want someone out, are you the decision maker, rental vs owned.
Agent continues nurturing the conversation and juggling the lead until a CSR is available to call.
CSR receives a scored, warm lead with full discovery context — no cold calling required.
Results
MVP built in a single weekend. Business takes in 15,000 leads per year. A modest 5% increase in conversions adds $700,000 to the bottom line — over 10x ROI on the build cost. Todd noted it took about a dozen batches of simulations to iron out edge cases.
Our Take
This is one of the clearest ROI cases in the directory. Todd is explicit about the math — 15,000 leads per year, 5% conversion lift, $700K added revenue. The weekend MVP build time is remarkable and speaks to how accessible OpenClaw has become for agency operators. The framework document approach is smart — it is the brain of the agent and handles edge cases without needing to retrain. The blue iMessage trust factor keeps showing up across every lead response case study we have seen, which tells you something. Blue collar businesses are a massive underserved market for this type of build.
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