a single source, nothing corroborates it

Measure the new audience before reusing the old plan

Build the content calendar from search volumes in this buyer's own vocabulary, framed as purchase decisions rather than instructions. Do not carry a channel strategy across from a previous audience without rechecking the numbers: the group that reads as AI-native in one market can sit at the national average in the next.

The method

1. 01

   Build the content calendar from the search volumes in the buyer's own vocabulary, and frame the pieces as purchase decisions rather than instructions.

2. 02

   Do not carry an AI-visibility strategy over from one audience to the next without checking the numbers for the new one.

What it returned

• 8,700

  SparkToro's calendar for this audience came off terms like electrical panel upgrades at 8,700 a month, automatic transfer switch at 5,400 and arc flash PPE at 2,500, framed as bid-and-spec content rather than how-to-wire content.

• 96.2

  SparkToro had argued elsewhere that showing up in AI answers was a primary channel for software developers, but this audience used Google at 96.2 percent, right at the national average, used ChatGPT slightly below average at 34.2 against 35.8 percent, and used X at 47.3 percent, about 22 percent under average.

Sources

• When Your Audience Isn't Who You Think They Are - SparkToroSparkToro · sparktoro.com · What we’d actually do with this · 2026-06-25