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Products/Communication/Insight
Insight

Insight

A career community platform enabling professionals to share experiences, discuss challenges, and plan their career trajectory

Communication·Launched Apr 2026·Signal Score 26.1·0 upvotes·insightapp.work
Upvote0Visit Website
LivenessActiveRankScore 26.1Last commitSO tag heatPress sentiment 7dHiringCohort 2026+28.4 WoW

What it is

A career community platform enabling professionals to share experiences, discuss challenges, and plan their career trajectory. Users can engage in honest, anonymous conversations with peers to gain diverse perspectives and learn from real-world career insights.

Signal score

vs category avg: +-38.9
26.1+28.4 WoW
255075100MarAprMaytodayavg 6526.1

Funding history

1 round
Total raised
$12.5B
Latest valuation
Stage
unknown
Private
Jan 2025
investors undisclosed
$12.5B
source
Data from SEC EDGAR Form D filings and press coverage. Round labels for SEC filings are inferred from filing sequence and amount.

Moat

Updated May 2026
Data moat
strong

The content highlights Insight's focus on proprietary data and deep understanding of customer needs as key advantages in the AI landscape, suggesting a strong competitive moat.

4 sources
  • Owning the data and access to specific, messy, and unstandardized data remains one of the strongest moats in AI. source
  • Earned data access creates a moat that widens with every customer onboarded. source
  • Access to real-time vehicle data that few can replicate provides a significant competitive edge. source
  • Customer data, user feedback, and network effects improve output performance over time, creating a compounding advantage. source
Confidence 70% · classified by firecrawl-extract

Press mentions

0 lifetime · 0 shown

No press mentions found.

Discussion 0 comments

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Vitalslive · 05:54 UTC
Signal
26.1+28.4
Rank in cat
Upvotes
Press 30d

Founders

Not yet researched. Weekly founder enrichment runs Sundays.

Liveness probedaily 04:30 UTC
unknown
insightapp.work · last 16:48 UTC
30-day probe history
30d agotoday
GitHub activitydaily 04:15 UTC

No GitHub data available

Stack Overflow tag heatweekly Sun
Category tags · 30d / lifetime ratio
large-language-model
0.59%
openai-api
0.035%
langchain
0.14%
huggingface
0.057%
Category heat (avg)
Press sentiment · 7d rollinghourly
+0.72
Strongly positive
7 mentions in window
7d agotoday0
growthagenticproductvs competitors
Cohort survival · Class of 2026weekly

Products in the 2026 cohort. Cohort survival data is not yet computed for individual products.

100%50%0%Y0Y2Y4median
Median Lifespan
4.2y
Cohort Rank