The Signal Drop Arcade

Can People Tell a Consultant From a Chatbot?

Live crowd benchmark · updated 2026-07-21 · 303 calls

Half real corporate filings, half a bot. Players call the author — this is the crowd's running verdict.

67%
crowd accuracy · 303 decisive calls

Playing Consultant or Chatbot, professionals correctly identified the author of a strategy statement 67% of the time.

Source: The Signal Drop crowd data (2026), Altiv.AI — 303 anonymous calls collected at signaldrop.altiv.ai/consultant-or-chatbot/. As of 2026-07-21.

Three statements, unsealed

Ten are in play. These three are public — the chatbot that fooled the most players, the human quote most called a bot, and the crowd’s easiest call. The rest stay sealed.

Vision statementn=46
Most convincing chatbot statement — 52% of players called it human
“Our roadmap reflects a simple conviction: agentic workflows, thoughtfully orchestrated, become the operating system for customer value.”
CHATBOT wrote it48% called it right
Launch noten=26
Most mistaken human statement — 38% of players called it a chatbot
“We believe that greater focus is crucial if we're to make the most of the extraordinary opportunities ahead.”
HUMAN wrote it62% called it right
Investor lettern=29
The crowd’s easiest call — 90% got it right
“On the most basic level, [Company] sells happiness.”
HUMAN wrote it90% called it right
Sealed7 statements
The other 7 stay sealed.
Publishing every answer would spoil the game — and the game is where these numbers come from. Make your own calls first, then compare.
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Where these numbers come from

Human statements are verbatim from published corporate artifacts — S-1 filings, shareholder letters, launch notes — sourced inside the game. Chatbot statements were written by Claude, one prompt each, labeled honestly.

Calls are anonymous — no accounts, one call per device per statement — and a split only shows at 10 or more decisive calls. Numbers update as more people play.

Cite as: The Signal Drop crowd data (2026), Altiv.AI.

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