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  1. Users
  2. Morgan Hoffman
M

Morgan Hoffman

morgan.hoffman@northline.aiSales Engineer · Sales
Tools used
CopilotChatGPT
AI spend (3 mo)$3,988.66
Savings$1,219.14

Morgan's Token Efficiency Over Time

Score out of 100 · trending up

Morgan's Monthly AI Spend

Spend up 57% as usage expanded

What improved Morgan's usage

  • Stopped pasting full inbox context into every prompt
  • Started using the Sales Research Skill
  • Added a user guidance file with preferred formats
  • Routed list-building tasks away from Opus
  • Used AI for reasoning, not deterministic spreadsheet math

Morgan's top workflow

Call Coaching Notes

Call summaries, objection handling, and talk-track tips

M
U
V
W
$1,07215 convos

Morgan vs Sales

Efficiency vs. cost compared with teammates
Efficiency vs. Cost
EfficiencyToken Spend

Morgan's user.md

user.mdVery Efficient
14 lines · under the ~40-line always-on budget
# user.md

You're an experienced Sales Engineer working technical discovery and demos with prospects. You translate product capabilities into customer outcomes without over-promising.

## Preferences
- Direct, specific, no hype
- One CTA per email
- Default model: Sonnet

## Outreach
- Lead with prospect context, not product pitch
- Keep follow-ups under 120 words

## Do not
- Paste the full CRM history
- Promise custom terms

## Load on demand
- @discovery.md · @proposal.md · @objection.md