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AI Beauty Discovery Connect · New Activation

Own Makeup Discovery in the Generative AI Era

Not just presence — control.

Beauty decisions increasingly begin upstream — in AI conversations, before consumers ever reach your site or store. Revieve's Makeup Advisor for ChatGPT gives brands and retailers a branded, white-labeled makeup experience inside ChatGPT — so your voice, your products, and your artistry shape the journey from the very first question.

Part of the AI Makeup ecosystem

  • Brand-controlled makeup experience inside ChatGPT

  • 0×

    Infrastructure changes required

  • Multi

    Discovery touchpoints unified in one platform

The Shift

The Discovery Ecosystem Is Expanding

ChatGPT and Generative AI platforms are becoming a new product discovery layer — conversational, intent-driven, and increasingly action-oriented. Consumers explore looks, evaluate products, and form preferences through AI-driven conversations — before they ever reach your site or store.

This is not a future signal. It is an active expansion of the discovery ecosystem that now precedes your entire owned and retail strategy.

The new first touchpoint

The discovery conversation now happens upstream of your owned strategy — generative AI is where consumers increasingly form preferences first.

Discovery Channel

Traditional Search

Keywords and queries capturing active demand and known needs.

Emerging · 2026

Generative AI Discovery Platforms

Consumers explore looks, evaluate products, and form preferences through AI-driven conversations — before they ever reach your site or store.

Discovery Channel

Social Discovery

Content, creators, and communities driving inspiration and consideration.

Core Experience

Owned & Retail Ecosystems

Engagement, personalization, and conversion across digital and physical touchpoints.

The Problem

When someone else's AI speaks for your brand, you lose the conversation

Makeup discovery in ChatGPT starts vague — a mood, an occasion, an outfit. And the more open-ended the question, the more the AI decides: which looks to suggest, which shades to pick, which brands to name. Without deliberate participation, those decisions are being made about your category — without you, and before your site, your store, or your media ever get a chance.

“When intent is open-ended, whoever interprets it owns the answer.”

Someone else's AI replaces your brand voice

Generic AI responses flatten what makes your brand distinct. Your artistry, your expertise, your positioning — reduced to interchangeable suggestions.

Someone else's AI controls your recommendations

Without a structured presence, AI platforms may surface competitor products alongside yours — or recommend shades and looks with no understanding of your assortment.

Someone else's AI shapes the look

From 'I need inspiration' to a finished shopping list, every creative decision in between — the look, the shades, the brands — belongs to whoever's AI is answering. Passive brands surrender the moment inspiration becomes a purchase.

Solution & How It Works

Makeup Advisor for ChatGPT

Meet makeup intent where it now begins — upstream. A fully white-labeled experience built on Revieve's beauty intelligence platform, deploying your artistry at the source of discovery. Makeup Advisor for ChatGPT puts your brand in control of the interpretation — your artistry decides what 'date night' looks like, not a generic model.

  1. 01

    Consumer asks a makeup question in ChatGPT

    A mood, a feeling, an occasion, an outfit, a look they saved — or just 'I need inspiration.' Makeup discovery rarely starts with a product name, and the advisor meets consumers wherever intent begins.

  2. 02

    Revieve interprets intent & applies your brand logic

    Vague, visual, or precise — the Revieve App SDK reads what the consumer is really looking for and applies your brand's configurations, tone, and rules.

  3. 03

    Personalized looks & product recommendations

    The advisor translates that intent into your looks — seasonal collections, campaign looks, brand-created artistry — and the products and shades that achieve them, from your catalog, with the reasoning explained.

  4. 04

    Commerce connection & insight capture

    Discovery flows into your commerce stack. Insights from this channel feed back into your broader omnichannel strategy.

Makeup Advisor for ChatGPT · Powered by Revieve · Aligned with OpenAI Apps SDK

From first intent to loyal relationship — all within ChatGPT

Three interconnected capabilities that move consumers from inspiration to consideration to conversion, entirely within your brand's intelligence layer.

Understand

Meet Them at the Moment of Inspiration

Capture intent at its origin — before it's been shaped by anyone else's suggestions.

  • Mood & occasion interpretation — 'fresh,' 'bold,' 'date night,' 'something for this dress' — understood as readily as a product question.
  • Inspiration & outfit analysis — a saved look, a photo, an outfit — translated into the shades and products that achieve it.
  • Your looks, surfaced in conversation — seasonal colors, campaign collections and brand-created looks become the answers consumers discover.

Engage

Speak in Your Brand Voice

Your brand voice at the first touchpoint, not the last.

  • Brand-controlled messaging — your expertise and positioning in every interaction.
  • Personalized look & product recommendations — drawn exclusively from your assortment, with full inclusion and exclusion control.
  • A branded micro-environment — free from competitive noise and unbranded AI responses.

Convert

Connect to Commerce

Pull upstream discovery down into your commerce, loyalty and CRM — so the journey that starts in ChatGPT ends in your ecosystem.

  • Commerce connection — recommendations link directly to your product pages and checkout flows.
  • Loyalty integration — bridges the ChatGPT conversation into your existing loyalty and CRM programs.
  • Channel insights — what you learn here informs your owned channels.

AI Beauty Discovery Connect

One platform. Every discovery touchpoint.

Makeup Advisor for ChatGPT is the Generative AI activation within Revieve's broader AI Beauty Discovery Connect — a unified framework that ensures brands and retailers are present, controlled, and converting across every layer where discovery now happens.

  1. 01Live

    Owned Digital Channels

    Brand website, app, and in-store digital.

  2. 02Live

    Retail Media Ecosystems

    Retail partners, e-commerce, and media.

  3. 03Live

    Social Discovery Platforms

    Social commerce and social search layers.

  4. 04New

    Generative AI Platforms

    ChatGPT · Makeup Advisor & Skin Advisor · Additional platforms coming.

This extends your strategy upstream — it does not replace it. Owned, retail and social channels remain the core. AI Beauty Discovery Connect adds a fourth layer: the discovery conversation that happens upstream of everything else.

“We are witnessing the emergence of a new discovery infrastructure. Brands and retailers cannot afford to be passive participants in this shift. With AI Beauty Discovery Connect, we are giving them the tools to actively shape their presence, protect their voice, and build enduring relationships within this new marketplace layer.”
Sampo Parkkinen · CEO, Revieve

FAQ

Questions from leadership teams

Precise answers to the strategic and operational questions we hear most from beauty brand and retail executives.

  • Why does presence inside ChatGPT matter for a makeup brand?

    Because makeup discovery is moving upstream. Consumers form look and shade preferences in AI conversations before they reach your site, store or media. Being absent doesn't keep you neutral — it hands the first impression to a generic model. A branded advisor makes the upstream conversation yours.

  • Can brands control exactly which products and looks are recommended?

    Yes. Product and look inclusion and exclusion are fully under brand or retailer control. Recommendations come only from your assortment.

  • How does this connect to our existing commerce infrastructure?

    Makeup discovery in ChatGPT flows straight into your commerce stack — recommendations link to your product pages, shades add to cart through your checkout flows, and the interaction connects to your loyalty and CRM programs.

  • Does this require significant technical integration?

    No. If you run Revieve's makeup experiences, this is an activation, not a new build — the same platform, catalog and brand configuration, extended into ChatGPT through OpenAI's Apps SDK.

  • Which platforms beyond ChatGPT are planned?

    ChatGPT is the first venue. Makeup Advisor is built on Revieve's AI Beauty Discovery Connect framework, designed to carry your makeup experience into new AI discovery platforms as they open to brands — one catalog, one brand voice, every venue.

  • Can it understand vague or inspiration-led requests?

    Yes — intent isn't a dropdown. Consumers can start from a concern, a mood, an occasion, an uploaded inspiration image, or a look from a campaign — and the advisor translates it into the products and shades that achieve it, with the reasoning explained.

  • Whose product knowledge is it using?

    Yours. The advisor works from your enriched catalog and approved product information — your shades, your claims, your expertise — always in your tone of voice and within approved guidance.
Also available: AI Skin Advisor for ChatGPT
Questions about Makeup Advisor? Read the FAQs

Beauty is Personal
Unleash the Power to Be Unique

Own the conversation where makeup decisions now begin — upstream, in your voice, connected to your commerce.