Discovery
A creator may introduce the brand. Social may build familiarity.
Paid ads capture attention. Social builds an audience. KOLs create trust. Agentic Commerce enters when a shopper asks AI to help decide — and makes your business usable in that decision.
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The useful question is what moment each channel reaches, what the merchant pays for and how the result can be measured.
Models vary by platform and campaign. This table shows the typical role each channel plays in a merchant growth mix.
| What changes | Paid ads | Social media | KOL / creator | Agentic Commerce |
|---|---|---|---|---|
| Customer moment | Browsing or searching | Consuming content | Following a trusted voice | Expressing a need to AI |
| Main job | Buy targeted attention | Grow owned reach and engagement | Transfer creator trust to an offer | Make the offer understandable and recommendable |
| Demand starts with | Audience targeting or a query | Content and community | Creator–audience fit | A shopper's stated intent and constraints |
| Merchant investment | Media budget, creative and optimization | Content, community and distribution | Creator fee, product or commission | Agent-ready commerce context; performance pricing planned |
| Useful life | Usually follows campaign spend | Compounds with consistent publishing | Often campaign-led, sometimes evergreen | An always-on layer over the existing store |
| Common measurement | Impressions, clicks, CPA and ROAS | Reach, engagement and assisted conversion | Views, codes, links and attributed sales | AI discovery and available order attribution |
| Best fit | Scaling known demand | Building brand and audience over time | Launching through a credible voice | Reaching shoppers whose evaluation begins inside AI |
Channel terms and attribution practices differ by platform, contract and merchant setup.
An AI conversation often starts with the customer's need: budget, use case, timing, fit and other constraints. DeepLumen gives the merchant a usable presence inside that decision path.
The shopper provides intent and constraints directly.
Product context, imagery, policies, price, inventory and delivery help determine fit.
A clear, current and verifiable offer is easier for an agent to use with confidence.
The existing merchant store and checkout remain in place, with available attribution following the journey.
A creator may introduce the brand. Social may build familiarity. Paid media may bring the shopper back. Agentic Commerce helps the offer survive AI-led evaluation when the customer is ready to choose.
A creator may introduce the brand. Social may build familiarity.
Paid media may bring the shopper back.
Help your offer survive AI-led evaluation when the customer is ready to choose.
The customer completes the purchase in your existing store and checkout.
Start with Agentic Page for Shopify, or talk to us about your commerce setup.