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About sigpik

Why sigpik exists, what its AI product graph measures, and how to use the data responsibly.

Last updated
August 26, 2026
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01What sigpik is02What we track03How to interpret the data04Catalog quality05Editorial independence
01

What sigpik is

sigpik is an AI product discovery and market-intelligence service. It helps researchers, founders, marketers, and product teams compare AI products, follow market momentum, and understand what changed around a product.

02

What we track

The public product graph combines catalog facts with observed market signals such as monthly website traffic, growth, launches, promotion activity, and discovery from AI assistants when those data are available.

03

How to interpret the data

Rankings and market metrics are research signals, not endorsements or guarantees. Traffic and related metrics may be estimated, delayed, or incomplete, so important product and purchasing decisions should be verified with the product provider.

04

Catalog quality

Products enter the catalog through structured discovery and submission workflows. sigpik verifies identity, classification, public availability, and content-safety signals before publishing, then accepts correction reports from product profiles when facts change.

05

Editorial independence

A listing, rank, signal, or badge does not represent an investment recommendation or a paid endorsement. Sponsored or commercial features should be identified separately from the underlying catalog and market data.

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