E-commerce and retail · Paraguay

AI WhatsApp sales for e-commerce in Paraguay: what to automate

Start with the inquiry that ends in an order: price, variants, stock and payment link, from your real catalog. Special discounts, exchanges and complaints stay with your sales team.

Start now if

  • You sell on WhatsApp and inquiries pile up
  • Catalog and stock live in a system or spreadsheet
  • You already take payment links or transfers

Not yet, if

  • Stock is not up to date anywhere
  • Every sale has a negotiated price

Real process · example timings

From inquiry to paid order

Today

  1. 1Answer price, size or model and stock by searching the system6 min
  2. 2Take the order and shipping details by hand5 min
  3. 3Send the payment link and wait for the receipt+4 h
  4. 4Load the order into the system and notify dispatch4 min

With AI

  1. 1AI answers price, variants and stock from the real catalogauto
  2. 2Takes the order and shipping details and sends the payment linkauto
  3. 3The paid order enters the system and dispatch is notifiedauto
  4. 4Your team handles exchanges, discounts and complex cases3 min
Today≈ 15 min of work + 4 h waiting
With AI≈ 3 min
Illustrative timings, not client measurements.

Ready for a pilot?

Tick what you already have; heavier items stall a pilot more. Nothing is sent.

Readiness to sell on WhatsApp with AI

0 % · 0 of 6 controls that applyFirst missing: volume measured and catalog with stock

Not yet: the basics for selling with real data are missing.

Higher-risk controls weigh more in the score.

What it costs and when it pays back

Hours freed by AI minus what it costs to run. Examples are marked; public prices link to their source.

2,500
15 min
3 min
300
AI model
Floor: the minimum-wage hourly value (MTESS, July 2026). Typical real cost (example): ×2.5, a salary of two minimum wages plus employer contributions and the 13th month. Source
Today625 h/month
Automated125 h/month
Value of hours freed per month500 h × PYG 12,683
PYG 6,341,500
AI model public price2,500 conversations × USD 0.0028 (example: 20,000 input + 1,500 output tokens; gpt-6-luna at USD 0.10 / 0.50 per million) · OpenAI · API pricing
−PYG 39,149
Meta fees (WhatsApp) public price6,500 replies above the 1,000 free (example: 3 per conversation) × USD 0.0113 + 300 notices × USD 0.0113 · Meta · WhatsApp pricing
−PYG 437,563
Platform, monitoring and support exampleTypical monthly range
−PYG 854,171 to −PYG 2,277,788
Net savings per month
PYG 3,586,999 to PYG 5,010,617
Number setup, catalog, stock and payment connection, testing and pilot typical range · exampleOne-off, up front
PYG 19,930,645 to PYG 51,250,230
Months to pay back the investment
4.0 to 14 months

Tokens: the unit AI providers bill for the text the model reads (input) and writes (output). OpenAI puts 100 tokens at about 75 English words.

Range: the lower figure uses low costs, the higher one high costs. Public prices checked on 11 Oct 2026. USD prices converted at PYG 5,694.47 per dollar (reference rate of 9 Oct 2026): BCP

estimated

4-week pilot

A typical plan; real timing depends on your systems.

Pilot · weeks 1 to 4

  1. Week 1Pick and measureOne product line and its baseline of inquiries, orders and times.KPI: Signed baseline
  2. Week 2Catalog and paymentsNumber setup and read access to catalog, stock and payment link.KPI: Catalog connected
  3. Week 3Internal testThe team simulates 200 real inquiries and corrects prices, stock and answers.KPI: Correct answers (example target: 95%)
  4. Week 4Scoped real useThe agent serves that product line with real customers and is measured.KPI: Inquiries ending in an order vs. baseline

Before you start

Frequently asked questions

Do I need the WhatsApp Business API?

To automate at scale, yes. We help with number setup, templates and integration with your systems.

Does it connect to my store or current system?

Yes. We connect to your e-commerce, ERP or inventory system through an API or a custom integration, and validate it in the diagnostic.

How long does a pilot take?

We define it in the diagnostic based on your systems and volume. The goal is a measurable pilot, not a demo.

Does the agent replace my sales team?

No, it boosts it. The agent handles the repetitive work and your team keeps the conversations that need human judgment.