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LearnConstructor Alternative
When evaluating Constructor.io vs. Particular Audience as platforms for retail media, onsite search, and personalization, the differences become clear. Constructor.io provides a solid foundation for s...
3, Mar 2025   |   Adonis Hertz
LearnReview: Moloco Commerce Media Personalization
Moloco leverages personalization, but there is a very good reason as to why they do not also power organic site personalization experiences. Whilst it is a strong effort for an ad tech platform, it s...
3, Mar 2025   |   Catherine Aragon
LearnAutomated Personalization
There is still a critical knowledge gap across much of the industry about what constitutes automated personalization.
2, Mar 2025   |   Adonis Hertz
LearnNavigating the Retail Media Technology Maze
Marc Andreessen says, "Balaji has the highest 'good idea output rate' of anyone I know" He built & sold multiple $100M+ companies (Counsyl $375M, Earn. com), was CTO of Coinbase & has a PhD from Stan...
1, Mar 2025   |   Adonis Hertz
LearnOsmos (Onlinesales.ai) vs. Particular Audience: Comparative Analysis – According to ChatGPT
We asked ChatGPT's Deep research, so you don't have to. The response is pasted in it's raw form, intended to be unbiased. Disclaimer: It has not been edited in any way and therefore may contain inacc...
1, Mar 2025   |   Adonis Hertz
LearnTopsort vs. Particular Audience: Comparative Analysis – According to ChatGPT
We asked ChatGPT's Deep research, so you don't have to. The response is pasted in it's raw form, intended to be unbiased. Disclaimer: It has not been edited in any way and therefore may contain inacc...
1, Mar 2025   |   Adonis Hertz
LearnMoloco vs. Particular Audience: Comparative Analysis – According to ChatGPT
We asked ChatGPT's Deep research, so you don't have to. The response is pasted in it's raw form, intended to be unbiased. Disclaimer: It has not been edited in any way and therefore may contain inacc...
1, Mar 2025   |   Adonis Hertz
LearnPentaleap vs. Particular Audience: Comparative Analysis – According to ChatGPT
We asked ChatGPT's Deep research, so you don't have to. The response is pasted in it's raw form, intended to be unbiased. Disclaimer: It has not been edited in any way and therefore may contain inacc...
1, Mar 2025   |   Adonis Hertz
LearnMoney Velocity & Retailer Resilience
Money velocity for retailers is at risk. Consumer spending is slowing. Brand advertising dollars contribute significantly to retailer revenue flow, alongside the impact of bundling and price matching ...
4, Feb 2025   |   Adonis Hertz
LearnRetail Media vs. Trade Marketing: Navigating the New Landscape
Picture a scene from a decade ago: a consumer goods brand manager is haggling with a supermarket chain for better shelf placement and funding a big in-store display – classic trade marketing at work. ...
0, Feb 2025   |   Adonis Hertz
LearnInnovative Applications of Particular Audience APIs
Low-effort, high-impact applications on top of Particular Audience’s APIs, existing clients can rapidly expand applications and derived value at no extra cost. These recommendations focus on quick win...
6, Feb 2025   |   Adonis Hertz
LearnWhy Retail Media is a Rapid Profit Growth Opportunity for Retailers and Brands
As the predicted 'third big wave' of digital advertising, Retail Media is an exciting opportunity for both retailers and brands.
1, Dec 2022   |   James Taylor, Caitlin McCartney, Nick Wubben
LearnThis is What Savvy AI Investors Look For
A wave of funding for generative AI is surging through the venture capital markets, but what makes an AI led company scalable and defensible? 
1, Nov 2022   |   James Taylor & Caitlin McCartney
LearnWorking with Particular Audience - FAQs
We answer your questions about the PA integrations process.
4, Sep 2022   |   Beth Smith
LearnThe Ultimate Guide to AI Product Bundles
An easy way to deliver great customer experience and grow sales, AI product bundles are the ultimate win-win.
2, Aug 2022   |   Patrick DiLoreto and Caitlin McCartney
LearnHow Price Matching Helps Retailers Win in a Downturn
In times of economic downturn, price matching is an effective strategy to build consumer trust and boost conversions.
0, Aug 2022   |   Caitlin McCartney
LearnGoogle Analytics 4: Everything You Need to Know
Google Analytics 4 (GA4) is the most significant change to Google Analytics ever - we breakdown what you need to know.
2, Jun 2022   |   Beth Smith
LearnHow to Get Your Product Bundling Strategy Right 
With inflation rising, DTC companies are betting on bundles to drive sales. 
1, May 2022   |   Caitlin McCartney
Learn3 Ways Retailers Can Optimize their Online Store
Learn about smart pricing and alternate monetization strategies onsite, and how retailers can optimize their online store with AI powered tech.
2, Apr 2022   |   Patrick DiLoreto & Caitlin McCartney
Learn'Consumers Rarely Notice Inflation'
How inflation is going to impact consumers and retailers.
4, Mar 2022   |   James Taylor, Caitlin McCartney and Ateeqa Asif
LearnHow YouTube’s Recommendation System Works
To understand how YouTube’s recommendation system works, we have to look at three issues YouTube has to solve to provide its customers with a best in class recommendation experience.
4, Feb 2021   |   Josh Flynn
LearnAn Introduction to A/B Testing
A/B tests come about through identifying a problem, and then crafting a hypothesis around this problem.
4, Feb 2021   |   Langton McCombe
LearnInnovative Applications of Particular Audience APIs - Retail Media Edition
Low-effort, high-impact applications on top of Particular Audience’s APIs, existing clients can rapidly expand applications and derived value at no extra cost to existing API usage inclusions. These r...
1, Feb 0025   |   Adonis Hertz

Our Products

Retail Media

Automating supplier sponsorship, retailers can use onsite real estate to generate incremental high-margin revenue and give trusted brand partners direct access to high intent consumers.

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Recommendations

Personalize every single product list for each unique customer using basket and comparison behavior, product images and item metadata.

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Price Beat

2x conversions with real time, MAP compliant competitor price beat technology that guarantees you always have the best price.

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Bundles

Automate product bundles using advanced AI. Drive up to 60% increase in Units Per Transaction, performance pricing available.

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