Nicheloom

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booking-truth

Tests any AI appointment-setting agent on the calendar's end state, not its transcript: fault injection, pass^k, false-success rate. Ships a guarded Cal.com / Google Calendar / HubSpot booking agent.

Details

External ID
1390468150
Source
GITHUB
Company
—
Product
booking-truth
Website domain
boiko.ai
Launched
Sept. 27, 2026
Cohort
—
Upvotes
12
Upvotes percentile
0.3866256725595696
Tags
agent-evaluation, ai-agents, appointment-scheduling, calcom, fastapi, fault-injection, google-calendar, hubspot, idempotency, llm-evaluation, n8n, reliability, sales-automation, timezones, tool-calling
Fetched at
Sept. 29, 2026, 1:02 a.m.
Updated at
Sept. 29, 2026, 1:02 a.m.

Enrichment

Theme
ai agents for calls and meetings
Vertical
Horizontal
Function
Observability & eval
Audience
Developer
AI stance
AI-native
Project type
Commercial product
Normalized one-liner
eval and testing suite for appointment-setting agents
Manually corrected
False

Could you build this?

Yes This is an agent evaluation harness and test suite that injects failures and verifies calendar state via standard APIs (Google Calendar, Cal.com, HubSpot).

Competitors

Other products that read as similar to this one — 34 launches clear the similarity bar, closest 8 shown.

Attention rank: #21 of 35 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).

Launched 222 days after the earliest competitor.

Other launches for this product

Same idea, different domain

Nobody's really built a observability & eval tool for Media & entertainment yet.