Angler AI
The Customer Foundation Model

Train the platform AI on your objectives.

Angler turns your raw data into a smart signal predicting the value of every customer, so that platform AI trains on your goals, not its own.

Trusted by category-defining consumer brands
Backed by
What we fix

We solve the problems that
unlock profitable growth.

Your private Customer Foundation Model optimizes for the objectives that address your challenges, creating a better signal to deliver better outcomes.

Flat to declining return on ad spend

Target the movable middle and incremental buyers

New customers getting more expensive to acquire

Cut wasted impressions on customers you already have

Struggling to acquire high-value new customers

Optimize for LTV against CAC

Digital marketing not driving revenue in physical stores

Drive incremental in-store purchases

Watch

See Angler in 90 seconds

The asymmetry

Today, the platform AI trains itself on your budget.

Platform AI now makes over 80% of ad-auction decisions, and it is only as good as the signal you send it. Feed it raw conversions and auto-bidding will find you whoever converts fastest, with no way of knowing whether they are worth having.

The platform

Optimizes toward the most obvious conversion and toward its own revenue, using frontier AI on your spend.

Meta Advantage+ · GEM
Google Performance Max · AI Max
TikTok Smart+
AppLovin AXON
The Trade Desk Kokai
You, today

You steer with budget, creative, and a raw event feed that doesn't convey customer value and other predicted outcomes.

Media budget
Raw conversion events
A quarterly plan
Creative and offers
No view of future value

We are done leaving that to chance. Angler translates raw event data into predictive signal that teaches platform AI to find the highest-quality customers, not just the ones at the bottom of the funnel. That turns into real return for your brand, not vanity metrics.

How it works

Know what a customer is worth, before you bid.

Angler identifies every first-party signal you own, predicts what each customer will be worth, and sends that prediction to the ad platforms so their AI bids to it.

01

Identify: every data point you own

Orders, events, CRM and catalog, resolved to one customer against Angler's identity graph, cross-session and cross-device across 4.7B data points. Sources include web and app events, orders and revenue, CRM and loyalty profiles, email and SMS engagement, and product catalog margin data.

02

Predict: outcomes, not clicks

Your model predicts what each customer will do and what they will be worth: conversion likelihood, conversion timing, repurchase likelihood, predicted future value, contribution margin, churn risk and product preference.

03

Activate: train the platform AI

Predicted value goes in as one signal, per customer, per event, through the conversion and personalization APIs of Meta Advantage+, Google Performance Max, TikTok Smart+, Pinterest Performance+, Reddit Ads and Snapchat Ads. Each platform's AI trains on your objective and auto-bids for it, and observed outcomes retrain your model so the loop compounds.

Proof on your own spend
54–84%

lower cost to acquire a new customer.

Across 600+ tests run and validated on live spend: 30 brands, 5 verticals, most of it inside the first four weeks.

16×+return on Angler spend
600+A/B tests run
4 wksto first measurable result

58% lower CPR · 48% better D28 return

“The auction only optimizes on what it can see quickly. Angler turns a downstream goal like retention into a signal it can use immediately. That's why a single-brand pilot became an enterprise partnership.”

Margaret Ochoa

SVP Media & Measurement, Match Group

+76% sales on 23% less Meta spend

“Meaningful growth in paid media is difficult for established brands with high incremental CACs. Partnering with Angler allowed for a unicorn outcome, driving a higher volume of new customers at lower CACs.”

Stephen Favrot

VP Performance Marketing, Tonal

New customers -9.5% to +15.8%

“Angler has been a game changer for us. Our strategy and marketing have never been better integrated. Within weeks with Angler we accelerated growth even while we slashed discounting.”

September Rinnier Votta

Co-founder, Tuckernuck

4x omnichannel ROAS · 50%+ lower CAC

“Angler reshaped our approach to signal strategy. A 4x lift in omnichannel ROAS, a 50%+ reduction in CAC, and customers with significantly higher long-term value.”

Aaron Rose

President & Chief Commercial Officer, At Home

Privacy

Your data stays yours.

Our pre-trained base model has learned how shopping behaves. Your private, bespoke model gets a head start and learns your customers; no other brand ever sees them.

No cold start

Your model starts from weights learned by other trained instances. Weights, never records. No customer data, no identifiers, no customer-level embeddings.

Fine-tuned only for you

Your instance learns from your customers and no one else's. It gets sharper every time you spend, and if you ever leave, the model and everything it has learned go with you.

Independent of the platforms

Angler sits between you and the ad platforms, so the party running the auction is never the party holding your customer data. SOC 2 certified.

Unlock growth with Angler.

See the Customer Foundation Model on your own data, and prove the lift in a risk-free pilot.

Angler AI

Better Signal. Better Outcomes.

SOC 2 certified
Meta Business Partner
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