Specsight

Product observability for teams shipping fast with AI

AITLAI Tools & LLM Apps·PHProduct Hunt

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Breakout launch

Beat 99% of Product Hunt launches that day

#2 of 853 on Oct 31

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140+73 (+109.0%)

votes · traction gained Oct 25, 14:05 UTC → Oct 31, 15:35 UTC

Still tracked: re-read by each daily run while under ~48h old (window closes ~Nov 2, 07:01 UTC).

comments · buzz +20 in latest interval

listed Oct 31, 07:01 UTC

Traction (votes) over time

2 readings (one per daily ingest run). Dots are recorded values; lines just connect them — nothing in between is measured.

Key statistics

Traction: 140votes
Comments: 20
Rank in AITL this week: #7of 410 PH
Rank overall this week: #35of 7,468 PH
Sector hit rate: 7.1%28/396 · 7D
Traction line: Hit10+ votes
First reading: 67Oct 25, 14:05 UTC
Last reading: 140Oct 31, 15:35 UTC
Readings: 2over 9h

Grades · each graded against other AI Tools & LLM Apps launches from the same source

Momentum

—

Traction gained in the latest daily interval

Listed in the latest interval; no earlier reading to compare

Velocity

17.4 votes/h

Votes per hour since listing (age capped at 48h)

Better than 100% · vs 1279 AI Tools & LLM Apps · Product Hunt launches, last 30 days

Engagement

1.4 per 10 votes

Comments per 10 votes

Better than 64% · vs 73 AI Tools & LLM Apps · Product Hunt launches with 10+ votes

Staying Power

—

Votes at last reading ÷ votes at first reading

Still being tracked; graded once settled (48h)

Launch-day race · #2 of 853 Product Hunt launches on 2026-10-31

#1SKI146 votes
#2Specsight140 votes
#3telemetry.dev117 votes
#4LumaFold: Screen Light105 votes

All launches on 2026-10-31 →

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Discussion

Read the 20 comments on Product Hunt →

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All AI Tools & LLM Apps stocks →

Data as of Oct 31, 2026, 3:03 PM UTC. Sector comes from keyword rules on the title and tagline and can be wrong. How it works