a single source, nothing corroborates it

Describe the audience in its own words

Check how these people name their own job before writing a line of copy, because the label the industry uses is usually a rung above the buyer. Read the growth rate and the tenure spread honestly too, and drop the fast-rising language when your own numbers will not support it.

The method

1. 01

   Check how the audience actually describes its own job before writing a word of copy, because the mental picture is usually a rung below the buyer.

2. 02

   Read the tenure spread to work out which career stage you are talking to, then match the skills you name to that stage.

3. 03

   Filter affinity data before you quote it, because a platform the audience barely uses will hand you a follow graph made of institutional accounts.

4. 04

   Drop the fast-growing language when your own growth number will not support it.

What it returned

• 44.85

  In this audience 44.85 percent called themselves project superintendent against 0.12 percent calling themselves master electrician, with 83.8 percent on the construction side, so SparkToro's advice is to write in the language of submittals, bid packages, change orders and schedule risk.

• 47

  Roughly 47 percent of this audience had over 21 years in the field and about 80 percent had 11 or more, with only 4 percent inside their first five; their leading skills were contract and construction management, preconstruction, value engineering, estimating and change orders rather than wiring.

• 22

  SparkToro found the X account list for this audience filled with energy and climate institutions, which they attribute to X under-indexing by 22 percent, and flag unrelated foreign news sites plus one phantom region at 0.02 percent as normal noise.

• 1.3

  SparkToro measured this niche at 1.3 percent year-on-year growth and described it as mature and durable rather than a rocket ship.

Sources

• When Your Audience Isn't Who You Think They Are - SparkToroSparkToro · sparktoro.com · Insight #1: These aren’t the electricians you’re picturing. They’re the ones running the jobs. · 2026-06-25