Product analytics with zero instrumentation (using vision models)
Details
- External ID
- 45771448
- Source
- HN
- Company
- —
- Product
- Product analytics with zero instrumentation (using vision models)
- Website domain
- trysignal.ai
- Launched
- Oct. 31, 2025
- Cohort
- —
- Upvotes
- 6
- Upvotes percentile
- 0.3018867924528302
- Tags
- —
- Fetched at
- Sept. 7, 2026, 9:25 p.m.
- Updated at
- Sept. 7, 2026, 9:25 p.m.
Enrichment
- Theme
- revenue optimization and billing analytics
- Vertical
- Horizontal
- Function
- Analytics & BI
- Audience
- B2B
- AI stance
- AI-native
- Project type
- Commercial product
- Normalized one-liner
- product analytics using vision models
- Manually corrected
- False
Could you build this?
No Building zero-instrumentation product analytics using vision models requires continuous screen/session video capture, massive visual telemetry ingestion, and novel video/vision models to reliably parse complex UI states and user intent without manual tagging.
What it would actually take: The architecture requires high-frequency client-side screen recording or DOM state snapshotting streaming into an asynchronous video processing queue. The backend relies on fine-tuned multimodal vision-language models capable of dense temporal object detection and UI component segmentation to reliably infer user clicks, journeys, and conversion funnels. This demands significant machine learning expertise for custom vision architectures, along with massive compute budgets and specialized video streaming infrastructure.
Discussion
3 comments analyzed.
Feature requests: Make clearer where session replays can come from, Add product logos to indicate replay sources
Competitors
Other products that read as similar to this one — 797 launches clear the similarity bar, closest 8 shown.
Attention rank: #534 of 798 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 2 days after the earliest competitor.
- Pug.sh · hn · 2026-07-08 · 15 upvotes · similarity 0.63
- MetricTrail · ph · 2026-09-11 · 1 upvotes · similarity 0.58
- Vision Lab: The Industrial Data Layer for Robotics · yc · 2026-03-23 · 18 upvotes · similarity 0.57
- Dragoneye: Production video detection models in <5 minutes · yc · 2025-11-25 · 11 upvotes · similarity 0.56
- ui.camera · hn · 2026-08-10 · 6 upvotes · similarity 0.56
- Intencion · hn · 2026-06-04 · 9 upvotes · similarity 0.56
- No Logo: Turn any idea into a real, manufactured product · yc · 2026-06-17 · 6 upvotes · similarity 0.55
- Allus AI — Vision Foundation Model for Manufacturing · yc · 2025-11-10 · 282 upvotes · similarity 0.55
Other launches for this product
- No other launches for this product.
Same idea, different domain
Nobody's really built a analytics & bi tool for Legal yet.