Harness Institute

#1 Workshop Brands | 97% Citation Rate | 183 Prompts, One MCP

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B2B AI TRAINING / DEVELOPER EDUCATION / CASE STUDY

What changed

Harness Institute runs Cursor Workshop, Claude Workshop, and Codex Workshop from one Reaudit MCP session in Cursor. All three rank #1 of 51 training competitors on buyer prompts, with 96–99% owned-domain citation rates. 183 tracked prompts, 1,005 query runs, zero paid ads. Operated by Vasilis Tsolis.

#1Workshop Rank
96–99%Citation Rate
183Tracked Prompts
1,005Query Runs
51Competitors / Brand
$0Paid Ad Spend

Read the work behind the outcome

Follow the research, content and distribution decisions in the individual project articles.

PART 01From Unmeasured to #1: How Harness Institute Tracks AI Recommendations for Workshop Brands

Before June 2026 there was no number for whether ChatGPT, Perplexity, or Google AI recommended a private Cursor, Claude Code, or Codex workshop. Four brands, one MCP session in Cursor, 183 tracked prompts.

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PART 02#1 on Buyer Prompts, 97% Citation Rate: Cursor, Claude, and Codex Workshop Results

Last 30 days on live commercial prompt sets, all three workshop brands rank #1 of 51 training competitors. When models mention them, they cite our own domains, not vendor docs or YouTube.

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