Use cases / Marketing & SEO

Blog / Service Page Drafts from Real Jobs

In short: No content for 'AI for HVAC lead gen'-type and service+city searches; agency content is generic. This workflow uses Search Console + job notes (anonymized) + LLM draft + human edit to fix it, and it is rated medium to set up.

Trades
All Trades
Category
Marketing & SEO
Difficulty
Medium
ROI lever
Organic leads
Tools
Search Console + job notes (anonymized) + LLM draft + human edit

Workflow

  1. Pick service+city with demand and real jobs.
  2. AI outlines from anonymized job stories + FAQs.
  3. Human adds license, photos, proof.
  4. Add FAQ/HowTo schema, internal links.

Starter prompt

You are a content writer for [Company], a [trade] company. Inputs: target service and city, anonymized notes from 3 real jobs, and common customer questions. Write an outline and first draft for a service page: what the problem looks like, how we fix it, what to expect, and an FAQ of 5 real questions. Use details from the job notes, not generic filler. Leave placeholders for license number, photos, reviews, and pricing for a human to add. Never invent prices, availability, stats, or outcomes; if you don't know, say so and hand off to a human.

What to measure

Example: Target 1 useful page/week; judge by indexed pages and calls after 90 days, not day-1 traffic.

Safety note: any customer-facing AI should hand gas smells, sparking, smoke, or active flooding to a human or emergency services right away. Last updated 2026-10-20. How we pick and check use cases.

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