Cubbo Engage campaigns are designed to continue as conversations when a customer replies. A brand can send a relevant WhatsApp message to a segment, then have the agent answer questions and help the customer move towards a purchase in the same thread. That changes what a campaign team needs to prepare before pressing send.
The creative is only the opening. Product information, purchase destinations, service answers and the route to a person all become part of the campaign experience.
Engage is a conversational AI product for D2C ecommerce, with a stated focus on Mexico and Brazil. It can be used independently of Cubbo Fulfillment. For agencies serving brands in those markets, its campaign model is worth understanding as a connected customer journey rather than simply another distribution channel.
Plan the reply before the outbound message
A campaign announcing a new collection can prompt several different responses. One customer asks about sizing. Another wants to know when an order would arrive. A third mentions a problem with an earlier purchase.
Those replies do not belong in the same canned response. They involve different information and, sometimes, different people.
Cubbo describes Engage as answering with catalogue and conversation context, while allowing a team member to take control when needed. A campaign plan should therefore include likely questions and the information required to answer them.
This work often reveals gaps before launch. If the creative promises a benefit that the product page cannot explain, the agent will face the same uncertainty as a human salesperson. Resolve the gap in the campaign and catalogue rather than trying to hide it with more persuasive wording.
Choose a segment with a clear reason to hear from you
Engage's product description includes configurable AI tags and customer segments. These can support more relevant follow-up than treating the entire customer base as one audience.
A useful segment has a commercial reason and a customer reason. The brand may want repeat purchases, while the customer may be ready to replenish a product they previously bought. Those interests should meet in the message.
Avoid inferring more than the available information supports. Interest in a product category does not establish that someone wants every promotion in that category. An unresolved complaint should influence whether a sales message is appropriate.
Segmentation is a relevance decision before it is a software setting. The campaign owner should be able to explain the audience in an ordinary sentence that a support colleague would recognise.
Map the campaign beyond the first click
A compact planning table helps keep creative, storefront and support teams working towards the same customer outcome.
| Campaign moment | What the customer needs | What the team prepares |
|---|---|---|
| Initial message | A relevant reason to pay attention | Audience and a clear, current offer |
| Product question | Accurate detail without searching elsewhere | Catalogue descriptions and approved explanations |
| Buying decision | A usable way to complete the purchase | Correct product or checkout destination |
| Service concern | Help with the existing problem | A route to the support owner |
| Later follow-up | Continuity rather than a repeated introduction | Context and appropriate workflow conditions |
The table describes an agency planning process. The precise configuration available in Engage should be checked for the merchant's connected platform.
Keep the brand voice consistent with the storefront
Cubbo says the agent's tone, product information, FAQs and policies can be configured for the brand. That does not mean every response should sound like a slogan.
A useful voice guide distinguishes the tone of a launch message from the tone of a complaint response. A playful apparel brand can remain recognisable while speaking plainly about a delayed delivery.
Give examples of the level of detail customers need. A short product answer may be enough for a simple colour question, while a sizing concern may require a more careful explanation. Consistency is about being recognisably helpful, not forcing every answer into the same sentence length.
The storefront should reinforce the same promise. Our website design work considers the handoff between acquisition messages and destination pages because a confident campaign can still lose trust at a confusing product page.
Treat campaigns and service as connected responsibilities
Marketing may initiate the conversation, but not every reply remains a marketing question. A customer can use the opportunity to ask about a previous order or explain a problem.
Agree how these cases reach the team before the campaign goes out. Decide who watches the handover queue, what information they need and how the customer will know the issue is being handled.
Do not describe the campaign as fully automated if staff routinely finish important work in an unrelated inbox without a defined process. The actual operating model matters more than the label.
A hypothetical beauty launch provides a simple example. The promotional message introduces a new kit. A returning customer asks whether an earlier order has shipped. The useful next step is to address the order enquiry using available information or a person, rather than repeating the launch pitch.
Understand the attribution view
Engage describes sales attribution across campaigns, recovered carts and inbound conversations, with deduplication between those channels. That can help a brand see how recorded purchases relate to its conversational activity.
The agency should still agree what question the report is answering. Recorded campaign-attributed revenue is not automatically the same as incremental revenue created by the campaign.
For example, a customer may have been planning to reorder before receiving a message. Attribution can associate the eventual purchase with the conversational path. Establishing whether the message caused an additional purchase requires a separate evaluation design.
Keeping the terms clear helps avoid inflated reporting. Present the product's channel attribution as channel attribution. Use order records and a consistent reporting period when discussing the campaign with the merchant.
Decide what to review after launch
Read a sample of replies alongside the performance totals. Which product questions appeared most often? Did customers ask for information already present on the landing page? Did staff need to intervene because a policy was unclear?
Those observations can improve the next campaign even when they do not immediately change revenue. A recurring question about bundle contents might justify a better product image or description. Repeated confusion about an offer might indicate that the original message was too compressed.
Review both successful purchases and unfinished conversations. Looking only at the buyers hides the friction experienced by everyone else.
The agency's contribution is to connect those findings to changes in creative, product information and service handling. Broader digital services are most useful when the campaign and the operational experience are treated as parts of the same business relationship.
Keep the handover maintainable
A campaign should not depend on the agency remembering every exception from a meeting. Leave the merchant a concise record of the audience, offer, active dates, common questions and ownership of follow-up.
Include what changes when the offer ends. Product availability and promotional terms can change faster than a customer conversation concludes. The merchant needs to know which information to update and which active follow-ups require review.
Avoid promising capabilities across every store platform based on one successful setup. Engage lists Shopify, VTEX, WooCommerce and Tiendanube, but the exact catalogue, order and tracking scope depends on the integration.
A repeatable handover lets the brand run the next campaign with fewer surprises. Our agency blog explores related questions about joining content, websites and the systems that support them.
Build the first campaign around a simple offer
Choose an offer with clear product information and a straightforward destination. The aim is to learn how customers respond and how the conversation behaves, not to test every possible workflow at once.
Prepare a few likely questions and at least one difficult reply before the demonstration. Ask to see a purchase question, a request outside the agent's scope and a person taking over.
That sequence makes the value of conversational follow-up tangible. It also helps the brand decide whether the current information and staffing process are ready for the expected response volume.
Frequently asked questions
What makes an Engage campaign conversational?
Cubbo describes the agent continuing in the same thread when a customer replies to outreach. The campaign can therefore lead into questions, product advice and purchase assistance rather than ending at delivery of the message.
Can an agency assume all replies are sales opportunities?
No. Customers may raise support concerns or ask about earlier orders. Plan how those requests will be handled before launching the campaign.
Does attribution prove incremental revenue?
No. Attribution records how a sale is associated with a channel under the product's rules. Measuring additional sales caused by a campaign is a separate analytical question.
What should a brand prepare for its first campaign?
Prepare a defined audience, a current offer, accurate product information, working purchase destinations and an owner for cases needing a person. Then test a realistic reply sequence in the product demonstration.