Every moving company owner knows the estimate problem. Either your reps price too low and you lose margin, or they price too high and you lose the job. The variation between your best rep and your worst rep on any given quote can be enormous.
AI pricing engines solve this — not by replacing human judgment, but by giving every rep access to the same level of analytical depth your best estimator has developed over years.
What Manual Quoting Actually Costs You
Before explaining how AI pricing works, let’s be specific about the failure modes of manual quoting:
Inconsistency across reps. Your top rep might price a 3BR long-distance move accurately 90% of the time. A newer rep might be accurate 60% of the time. The 30% gap is pure risk — either to your margin or to your close rate.
Edge cases that get missed. Piano? Pool table? Third-floor walk-up? Tight parking? Each of these changes the job complexity. Manual reps forget to ask, or forget to factor them in. AI reads the notes and flags them automatically.
Underestimating crew time. The most common margin-killer in moving is sending a 2-person crew to a job that needed 3. The AI model trained on your historical job data knows what similar jobs actually took, not what a new rep thinks they’ll take.
Upsells left on the table. Packing services, specialty item handling, storage — these are often not mentioned because the rep is focused on closing the base job. An AI system surfaces them as prompts at quote time.
How MoveRight’s AI Pricing Engine Works
The AI Pricing Engine in MoveRight’s Business plan does four things when a rep opens a new estimate:
1. Reads the job notes
The rep describes the job in natural language: “3 bedroom house, 2 flights up, piano, Grandma’s antique dresser, moving 40 miles.” The AI parses this into structured job attributes.
2. Recommends crew and truck configuration
Based on the job attributes and your historical data, the engine suggests: 3 crew, 26-foot truck, 6-hour estimated duration. The rep can override, but they start with a data-backed recommendation instead of a guess.
3. Generates an itemized move itinerary
The AI produces a written itinerary: “Load items from two-flight walk-up (approx. 2h). Wrap piano with specialty blankets (30min). Transit 40 miles (50min). Unload to single-story destination (1.5h).” This becomes part of the estimate the customer receives.
4. Calculates charges and flags upsells
Every applicable charge — base rate, flight stairs surcharge, specialty item fees, fuel — is calculated automatically. If the job has packing needs, a storage recommendation, or seasonal pricing that applies, the rep sees a prompt to present it.
The Training Effect
The secondary benefit of AI pricing is on your team. When a new rep generates a quote using the AI engine and sees the reasoning — “Flight stairs surcharge applied because customer noted 2-flight walk-up” — they learn why, not just what.
Over time, your newer reps internalize the patterns. Their manual judgment improves because the AI has been a better trainer than any written guide.
The Math on Margin
If your company does 500 jobs per year at an average revenue of $1,200 per job, a 5% improvement in quoting accuracy translates to $30,000 in margin protection or recovered revenue.
That’s before the upsell surfacing, which MoveRight operators typically see adding 8–12% to average job revenue once their reps are consistently presenting the prompts.
The AI Pricing Engine is included in the Business plan at $299/month. On these numbers, it pays for itself in the first month on the margin improvement alone.
Is This Replacing My Estimators?
No. The AI doesn’t talk to customers. It doesn’t assess walk-through photos. It doesn’t handle objections or close the sale. Your estimators still do all of that.
What it does is eliminate the math and pattern-matching — the parts of the job that create inconsistency. Your estimators spend their cognitive energy on the human elements: building trust, handling concerns, and closing.
That’s a better use of their time. And it produces better outcomes for your customers and your margins.