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Particular Audience
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Products

Retail MediaIncremental and high margin revenue, without effort for retailers.
Premium exposure to in-market customers for brands.
SearchAdaptive Transformer Search that leverages Large Language Models (LLMs)
and vector embedding technology to understand meaning and intent behind user
queries.
BundlesAutomate Product Bundles using advanced AI. Drive up to a 60% increase in
Units per Transaction, performance pricing available.
Price Beat2x conversions with real time competitor price beat technology that
guarantees you always have the best price.
RecommendationsAdapt every product list for every customer.
MerchandisingScalable control that balances business goals with flawless
customer experience.
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Retail Media, Search & Discovery


AI FOR ECOMMERCE

60% +

UPT UPLIFT

102% +

Conversion increase

15% +

AOV UPLIFT

21% +

Margin increase

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INTRODUCING ADAPTIVE TRANSFORMER SEARCH

Unleash the power of LLMs and cutting-edge AI for product search on your app or
website — from specific item retrieval to conversational queries.

No more irrelevant ranking

No more abundance of zero search results

No more endless synonym lists, rules and redirects

Read the Whitepaper

RETAIL MEDIA


MONETIZE YOUR DIGITAL SHELF

PA Retail Media helps retailers generate incremental high-margin revenue via
sponsor products within AI-powered product discovery.

Customers are recommended relevant sponsored products that suit their shopping
journey.

For brands, Retail Media is a cost-effective investment that links ad spend
directly to digital sales, ensuring the greatest ROAS.

Learn more



Future proof AI


PRIVATE. COOKIELESS. RELEVANT.

PA uses 100% anonymous item data led AI and Machine Learning to help customers
find what they want faster on ecommerce sites.

Our future proof technology doesn't use cookies or personal data, meaning
shoppers enjoy privacy first, relevant experiences on our client's sites.

Learn more

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AI powered contextual commerce

EXCEPTIONAL ECOMMERCE STARTS HERE

Get Started

Price Beat

Bundles

Retail Media

AI powered conversions


LEVERAGE AI TO DRIVE SALES

Our serviced AI software increases revenue for online retailers.

We connect the right customer to the right product at the right time with 100%
anonymous personalization.

Products include automated product bundling, vector search, recommendations, and
smart pricing technology.

Learn more




THE AI LAYER FOR YOUR COMMERCE PLATFORM

Retailers need ways to better understand their customers without PII, and for
this reason, they’re looking to their richest source of first party data: their
products. 

Particular Audience uses AI and machine learning to shortcut product discovery
on ecommerce sites with 100% anonymous item data led personalization. 

Recommendations



Best in class recommendation technology powered by behavioral collaborative
filtering, attribute affinity led natural language processing and computer
vision to recognize visual similarity.

Bundles



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

Price Beat



Prevent customers leaving your website to price check at competing businesses.

Retail Media



We empower retailers to monetize selected slots on their websites via sponsored
products, leveraging our market leading recommendations stack to ensure each ad
is relevant to the consumer.

Search



Particular Audience onsite search applies computer vision vectors, natural
language processing and see-similar item filtering for a market dominating
search and discovery experience.



Success Stories

“The team over at Particular Audience is amazing!

They are proactive, do all the heavy lifting, and collaborate closely with your
team to make sure you meet launch deadlines.

PA keeps revenue and margins in mind when providing smart solutions to your
e-commerce needs.”

– Jose Quiroz

Digital Marketing Strategist, Shoe Palace




JOIN THE PARTY WITH A SINGLE LINE OF CODE


AI RECOMMENDATIONS

Personalize and customize every product list onsite with scalable, data-driven
technology.

Learn more



ADAPTIVE TRANSFORMER SEARCH

Unleash the power of LLMs and cutting-edge AI for product search on your app or
website — from specific item retrieval to conversational queries.

Learn more



RELEVANT RETAIL MEDIA

Sponsored products seamlessly built into personalized search and discovery
onsite drives 4x trade revenue.

Learn more


AI powered contextual commerce

EXCEPTIONAL ECOMMERCE STARTS HERE.

Get Started

Particular Audience
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