Layering Intent Signals with Behavioral Intelligence to Qualify Sales-Ready B2B Leads: The AISHA Methodology

This technical note describes AISHA (Intent, Behavioural Intelligence, Resonance Layer), the methodology Kliqwise uses to produce sales-ready B2B leads. Account-level intent signals narrow the target universe. Contact-level behavioral signals (the recency, frequency and depth of content engagement) rank the people within it. Human qualification against fit and BANT criteria confirms each lead before it reaches sales. The note defines the signal types, describes the layered scoring logic conceptually, sets out the qualification flow and the delivery and replacement concepts, and discusses limitations, compliance alignment and applications. It documents a method and reports no performance results.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-10-31
DOI
https://doi.org/10.5281/zenodo.23825890
Primary Topic
Digital Marketing and Social Media
Type
article
Field-Weighted Citation Impact
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article

Layering Intent Signals with Behavioral Intelligence to Qualify Sales-Ready B2B Leads: The AISHA Methodology

Ethan Brooks
Zenodo (CERN European Organization for Nuclear Research)
Digital Marketing and Social Media
article

Layering Intent Signals with Behavioral Intelligence to Qualify Sales-Ready B2B Leads: The AISHA Methodology

Ethan Brooks
article en

Abstract

This technical note describes AISHA (Intent, Behavioural Intelligence, Resonance Layer), the methodology Kliqwise uses to produce sales-ready B2B leads. Account-level intent signals narrow the target universe. Contact-level behavioral signals (the recency, frequency and depth of content engagement) rank the people within it. Human qualification against fit and BANT criteria confirms each lead before it reaches sales. The note defines the signal types, describes the layered scoring logic conceptually, sets out the qualification flow and the delivery and replacement concepts, and discusses limitations, compliance alignment and applications. It documents a method and reports no performance results.

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 5%
Digital Marketing and Social Media
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