AI Hallucinations
AI invents products, pricing, and policies that don't exist — misleading customers and exposing businesses to liability.
MVP in Development. Launching Soon.
Agentic Sales That
Never Hallucinates.
Ever.
SafeSaleAi is the premier platform for sales in AI. It answers exclusively from your product data, escalates what it doesn't know, and learns from every interaction to drive reliable AI sales.
<!-- Deploy on any website in 30 seconds -->
<script
src="https://safesaleai.com/widget.js"
data-bot-id="YOUR_BOT_ID">
</script>
The Problem
Generic AI chatbots break
✕ Critical Failure
✕ Data Chaos
✕ No Growth
✕ Off-Brand
✕ Dev Overhead
Generic AI chatbots break
business trust.
When exploring sales in AI, hallucinated products and invented prices erode customer confidence. You need a dedicated agentic sales approach.
Unstructured Data
Product info scattered across spreadsheets, PDFs, and systems — making consistent AI responses nearly impossible.
Dead-end Questions
When the bot can't answer, nothing happens. Questions are lost forever and the system never improves.
Lack of Control
Unpredictable responses undermine your voice, confuse customers, and damage your reputation.
Complex Integration
Engineering teams spend weeks deploying and maintaining bots instead of building the core product.
The Solution
The ultimate engine
The ultimate engine
for agentic sales.
SafeSaleAi enforces strict accuracy and continuous learning. Experience the future of AI sales where the system never guesses and always improves.
Grounded Responses Only
Every answer is sourced exclusively from your product catalogue, approved FAQs, and admin-provided knowledge. Nothing is invented.
Zero-Hallucination Policy
If the answer isn't found, no guess is made. A safe fallback fires and a ticket is auto-created for human review.
Human-in-the-Loop Learning
Admins answer flagged tickets via dashboard. Answers are stored, validated, and reused — the system gets smarter every day.
One-Script Deployment
Drop a single script tag on any webpage. No backend changes, no complex setup — live in under a minute.
How It Works
1
User asks a question
Via the embedded chat widget on your site
2
Semantic retrieval fires
pgvector searches product & FAQ knowledge base
3a
High confidence match
LLM generates a grounded, constrained answer
✓ Safe Answer
3b
Low confidence avoids guessing
Fallback response and a ticket is created for the admin
4
Admin reviews & answers
Dashboard surfaces unanswered questions
↺ System Learns
Core Features
Everything you need to deploy
Everything you need to deploy
a trustworthy AI sales agent.
Bot & Account Management
Spin up, configure, and manage multiple bots across products or brands from a single admin dashboard.
Product Catalogue Import
Ingest structured product data via JSON (CSV coming soon). Your catalogue becomes the single source of truth.
FAQ Management
Global and product-level FAQs. Pre-approve answers so the AI always responds with exactly your intent.
Vector-Based Retrieval
Semantic search powered by pgvector understands intent, not just keywords, for high-relevance matches.
Guarded Chat API
Every request passes through strict guardrails before reaching the LLM. Hallucination is structurally impossible.
Ticketing System
Unanswered questions become tickets. Admins resolve them, expanding the knowledge base automatically.
Embeddable Widget
Drop a single <script> tag. Works on any website, framework, or platform.
Multi-LLM Support
Abstracted LLM layer supports OpenAI today, Anthropic, Google, and others on the roadmap.
Architecture
Built for production.
Built for production.
Designed to scale.
Python / FastAPI
PostgreSQL + pgvector
OpenAI API
React Dashboard
JS Embed Widget
Semantic Search
REST API-First
Multi-LLM Layer
Questions & Answers
Frequently Asked Questions
Everything you need to know about SafeSaleAi and how it keeps your AI honest.
SafeSaleAi provides true agentic sales capabilities. It is designed for e-commerce stores wanting reliable AI sales. It answers strictly from your product catalogue and approved FAQs, automatically escalating to a human when it encounters unknown questions.
SafeSaleAi enforces strict accuracy and continuous learning. It grounds every response in verified business data. If the AI doesn't find a confident match, it returns a safe fallback and creates a ticket for human review.
Integration is easy. Add a single script tag to your website. No backend changes or complex configurations are required. The widget works on any platform.
When SafeSaleAi cannot find a confident answer, it provides a safe fallback response and automatically creates a ticket. An admin answers via the dashboard, and the system learns from that response for future queries.
SafeSaleAi is built for e-commerce stores with 10 to 1,000 products, including Shopify, WooCommerce, and custom platforms. Future updates will expand into SaaS and online marketplaces.
SafeSaleAi uses an abstracted LLM layer that currently supports OpenAI. Anthropic and Google models are coming soon. You can switch LLM providers without rewriting your setup.
Who It's For
Built for product-driven
Primary Focus
Coming Next
Future Expansion
Built for product-driven
businesses of every size.
🛒 E-Commerce Stores
- 10–1,000 product catalogues
- Shopify & WooCommerce
- Custom store platforms
- High-volume customer queries
💻 SaaS Companies
- Feature & pricing questions
- Onboarding automation
- Support deflection
- Compliance-safe responses
🏢 Marketplaces & Enterprise
- Multi-vendor platforms
- Compliance-heavy industries
- Large-scale catalogues
- Custom LLM integrations
Early Access
Be the first to deploy
Be the first to deploy
a hallucination-free AI.
SafeSaleAi MVP is in active development. Join the waitlist and get early access, a free onboarding call, and founding member pricing.
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