Recommendation SystemVerified
Reviewed and published by trentmaziarz, September 2, 2026. Discovered and drafted by our automated research pipeline.
Catchlight tested a new AI model called Lead Routing, released in invitation-only beta in September 2024, that matches incoming prospects to the specific advisor or team within a firm whose existing client base most closely resembles that prospect.
Details
The Lead Routing model analyzes a seed set of existing clients for each advisor or team and identifies look-alike prospects within a firm's lead pipeline, then recommends which advisor is the best fit for each incoming lead. The model is described by Catchlight as aimed at enterprise wealth management firms and is designed to improve conversion rates by ensuring prospects are handled by advisors who specialize in similar client profiles. As of the most recent available source (September 2024), the feature was in invitation-only beta with a public waitlist.
Products affected
Catchlight
Sources & Evidence
News Article
Cite this record
Trace Foundation. (2026). Catchlight: Catchlight tested a new AI model called Lead Routing, released in invitation-only beta in September 2024, that matches incoming prospects to the specific advisor or team within a firm whose existing client base most closely resembles that prospect (data as of 2026-09-02) [Data set record]. AI Trace. https://www.aitrace.org/r/practice/c91650bf-b37b-4fa6-9c67-daf5bd4bbf1f. Accessed October 25, 2026.
- Stable link
- https://www.aitrace.org/r/practice/c91650bf-b37b-4fa6-9c67-daf5bd4bbf1f
- Data as of
- September 2, 2026
- Last verified
- Not recorded
Other practices by Catchlight
Data AnalysisCatchlight offers wealth management firms an AI-driven segmentation and funnel analysis capability that groups prospects by shared characteristics and identifies which lead sources are producing the best results.Creative GenCatchlight offers financial advisors an AI-powered feature that automatically drafts personalized outreach emails for individual prospects, drawing on each prospect's data-enriched profile.RecommendationCatchlight offers financial advisors and wealth management firms an AI-powered lead qualification platform that scores prospects by their likelihood of converting to paying clients and surfaces data-enriched profiles to guide outreach decisions.
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