When should I NOT use this workflow?

Intermediate

AI-Powered Price Quoting

Generate accurate price quotes in minutes instead of hours by using AI to analyze job details and pull from your pricing database.

Setup difficulty: intermediate

Home Services Insurance Agencies Agencies Manufacturing

Sales Automation

The Problem

Quoting is a bottleneck for every service business. A contractor spends 45-90 minutes per estimate. An insurance agent manually prices policies across multiple carriers. An agency scopes projects in lengthy internal meetings. Meanwhile, the prospect is getting quotes from 3-5 competitors — and the first professional quote they receive has a 50% higher close rate. AI-powered quoting compresses hours of work into minutes.

Best For

Home service contractorsInsurance agenciesManufacturing companiesMarketing agencies

Workflow Steps

Build your pricing knowledge base

Document your pricing structure: base rates, material costs, labor rates, common add-ons, square footage multipliers, and any pricing rules (minimums, zone surcharges, complexity tiers). This becomes the AI's reference.

Create a structured intake form

Build a quote request form that collects the variables your pricing depends on: job type, size/scope, location, timeline, special requirements. Use conditional fields so the form adapts to the service requested.

AI generates the estimate

When a form is submitted, pass the details to OpenAI along with your pricing knowledge base. Prompt: 'Based on these job details and our pricing guide, generate a line-item estimate with total. Flag any items that need a site visit to confirm.'

Format and review

Auto-generate a branded PDF quote from the AI output. Route to the estimator or sales team for a quick review — they adjust any line items the AI flagged as uncertain, then approve.

Deliver the quote

Send the branded quote via email within hours of the request, not days. Include a clear CTA: 'Approve this quote' button, valid-until date, and easy way to ask questions. Follow up automatically if not responded to in 48 hours.

Copy-Paste Templates

Use these templates as-is or customize for your business.

AI Quote Generation Prompt

You are a pricing assistant for [Business Name], a [business type]. Using our pricing guide below, generate a detailed line-item estimate for this job.

Pricing Guide:
[paste pricing structure]

Job Details:
- Type: [job type]
- Size/Scope: [details]
- Location: [area/zone]
- Timeline: [urgency]
- Special requirements: [details]

Output a table with: Line Item, Quantity, Unit Price, Subtotal. Add a total. Flag any items that require a site visit to confirm pricing.

Quote Delivery Email

Hi [Client Name],

Thanks for requesting a quote from [Business Name]. We've put together a detailed estimate for your [project type]:

Estimated Total: $[Amount]
Valid Until: [Date]

Full quote attached. To approve, click here: [Approval Link]

Questions? Reply to this email or call [Phone].

Best,
[Your Name]

Quote Follow-Up (48 hours)

Hi [Client Name], just following up on the quote we sent for your [project type]. Did you have any questions about the estimate? We're happy to walk through the details or adjust the scope. The quote is valid until [Date].

When NOT to Use This

Don't use AI quoting for highly custom or unique projects where pricing truly requires expert judgment and a site visit. The AI works best for standardized or semi-standardized services where 80% of pricing is rule-based.