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Private Beta · Live Pilot Ready

Aspect Sales Agent

Autonomous Conversational Commerce & AI Sales Employee

Publisher: Aspect ByteTarget: F-Commerce & Social RetailersBangla & English
<45s
Avg. Inquiry to Confirmed Order
100%
Deterministic Zero-Hallucination
24/7
Instant Night-Time Closing
Zero
Website or Shopify Setup Needed

Why Aspect Sales Agent?

Over 80% of online retail transactions in emerging social commerce markets originate directly on Facebook Messenger and chat. However, online sellers lose 30% to 50% of potential orders due to response latency, overwhelmed staff, and missed midnight inquiries.

Aspect Sales Agent transforms any business Facebook Page into an autonomous, 24/7 AI employee. It reads customer queries in Bangla, Banglish, and English, analyzes uploaded product photos, calculates exact shipping charges, collects customer address details, and generates ready-to-ship Cash on Delivery (COD) orders directly into your logistics pipeline.

Real Conversation Simulation

From Inbound Chat to Confirmed COD Order in 38 Seconds

Zero Human Moderator Needed
AI
Aspect Sales Agent
Active · Instant Reply (1.8s)
Facebook Messenger
vai black sneaker 42 size hobe? Dhaka delivery charge koto?
11:42 PM

Ji bhai, Assalamu Alaikum! Classic Black Sneaker (Size 42) stock-e available ache.

Price: 1,450 BDT · Inside Dhaka delivery charge: 70 BDT

Order confirm korte apnar name, phone number ebong full address-ti pathan.

11:42 PM · AI (1.8s)
thik ase nen. Rahim Ahmed, 01711223344, House 12, Road 4, Mirpur 10, Dhaka.
11:43 PM
Order #10482 Confirmed!
• Item: Classic Black Sneaker (Size 42) — 1,450 BDT
• Delivery: Inside Dhaka (Steadfast Courier) — 70 BDT
Total Payable: 1,520 BDT (Cash on Delivery)
Parcel registered with Steadfast Courier. Tracking link will be dispatched upon courier pickup.
11:43 PM · Closed in 38s
Customer booked & logged into CRM with zero human interventionSub-2s LLM Latency

Engineered for Social Commerce Excellence

Built from the ground up for high-volume retail merchants selling on Facebook, Instagram, and chat.

Bangla & Banglish NLP Intelligence

Fluently understands colloquial Banglish (Romanized Bengali), pure Bangla script, and English without confusion. Detects nuanced bargaining, sizing questions, and location slang.

Multimodal Photo & Voice Recognition

Uses advanced computer vision to identify exact product variants from customer-uploaded screenshots, and converts voice notes into text for instantaneous comprehension.

100% Deterministic Guardrails

Operates via strict tool calling against verified store inventory and business FAQs. Strictly eliminates hallucinations—prices, stock counts, and discounts are always factual.

Automated COD Checkout & Order Extraction

Autonomously extracts full customer name, phone number, and delivery address. Confirms Cash on Delivery (COD) amounts and books clean, structured orders ready for packing.

Courier Logistics Pipeline Sync

Direct API integration with leading logistics providers (Steadfast, Pathao, RedX, Paperfly). Automatically computes inside/outside Dhaka shipping fees and generates tracking consignments.

Live Copilot & Seamless Human Takeover

Provides a single-pane live inbox with real-time event streaming. Human moderators can pause AI operation, intervene directly in the chat, and resume automated mode in one click.

Technical Architecture & Enterprise Guardrails

Production infrastructure engineered and maintained by Aspect Byte.

Product NameAspect Sales Agent
CategoryAutonomous Conversational Commerce SaaS
Developer & PublisherAspect Byte
Primary PlatformFacebook Messenger & Meta Graph Webhooks
Supported LanguagesBangla, Banglish (Romanized Bengali), English
AI Brain EngineGoogle Gemini 2.0 Multimodal API
Queue & Worker ArchitectureBullMQ + Redis Distributed Background Workers
Database & SecurityMulti-Tenant PostgreSQL via Prisma ORM · AES-256-GCM Tokens
Courier Logistics IntegrationsSteadfast Courier, Pathao, RedX, Paperfly
Release ChannelPrivate Beta / Enterprise Pilot
Private Beta Pilot

Deploy Aspect Sales Agent for Your Facebook Page

We are currently onboarding selected high-volume retailers and brands for zero-cost pilot testing. Experience instant responses, higher conversions, and zero after-hours message backlog.

Apply for Pilot Access