Manus builds a florist’s quote and preview workflow
Noelle Fleur reports using Manus to build a bouquet designer with priced flower choices, generated previews and quote handoff to WhatsApp or Stripe checkout.
Suggested prompt
Suggested prompt written by Agents In Use, not the source author. Replace bracketed inputs and review tool permissions first.
Build a bouquet designer from [real catalogue and prices]. Apply per-stem and bundle rules and seasonal availability. Show a running estimate, generate a labelled preview and hand choices to [staff channel]. Review pricing and checkout before launch.
Reach people exploring AI agents
See placements →What happened
Noelle Fleur reports using Manus to build a bouquet designer with priced flower choices, generated previews and quote handoff to WhatsApp or Stripe checkout.
Reported by Manus customer story featuring Noelle of Noelle FleurHow the agent did it
- Supply the real catalogue, SKU prices and flower constraints to Manus.
- Build a guided choice flow for flowers, palette, size and packaging.
- Update the displayed estimate from selected products.
Where a person stepped in
The founder defines product pricing, availability and visual expectations. Physical fulfilment remains with the florist, and the preview can differ from the delivered bouquet.
Noelle Fleur's founder used Manus to build a customer-facing bouquet designer through natural-language instructions. The shop previously spent substantial effort clarifying flower choices, colours and budgets, while customers lacked a shared picture of the proposed arrangement. The vendor's customer story describes a deployed workflow that links those decisions to a visible quote and preview.
Customers choose main flowers, fillers, foliage, palette, bouquet size and packaging, then add special instructions. The system uses a curated catalogue and real SKU prices, showing an updated estimate as choices change. It generates a bouquet preview and sends the selected options plus image link to the florist through WhatsApp, or carries the estimate to Stripe checkout.
The founder supplied product constraints: seasonal flowers may need substitution, sunflowers have a fixed colour, and some products are priced per bundle rather than per stem. The preview includes a disclaimer that the handmade final arrangement can differ. These details make the workflow more useful than a generic image generator. The article reports less communication and improved conversion but supplies no measured before-and-after figures. Manus is demonstrated as the agent that built the system, not as an autonomous florist fulfilling orders. The concrete result is a structured sales handoff with product-grounded pricing and an explicit preview limitation.
Prompt
Suggested prompt (written by Agents In Use, not the author's)
Source: Blog · Manus customer story featuring Noelle of Noelle Fleur
Frequently asked questions
What grounds the price estimate?
The founder supplies real SKU prices, including the distinction between per-stem and multi-stalk products.
Why can the delivered bouquet differ?
Flowers vary naturally and seasonal products may need substitutions; the designer displays a final-product disclaimer.
Are higher conversions quantified?
No measured before-and-after conversion figures are provided. The source reports a working designer and qualitative business benefits.
More details
Remaining steps
- Generate a preview with a final-product variation disclaimer.
- Pass the choices and image to WhatsApp or the estimated price to Stripe.
About this account
Manus builds the connected selection, pricing, preview and checkout handoff; the published story does not claim the agent independently fulfils orders.
Firsthand account by Manus customer story featuring Noelle of Noelle Fleur; original publication date verified against Customer story Monday November 24; 2025 blog index date. Outcomes are the author’s reports, not independently reproduced. Suggested prompt written by Agents In Use; not the author’s original prompt.
Credit: Manus customer story featuring Noelle of Noelle Fleur
Source published 24 Nov 2025
Source checked 14 Oct 2026
Tools and topics
Manus · SKU catalogue · AI image preview · WhatsApp · Stripe
Bouquet quoting · Visual sales handoff · Seasonal inventory
Editorial completeness: 100/100. Measures documented fields, not agent performance or verified outcomes.