# AI Chatbots Are Recommending Fake Retail Websites, Study Finds

> **Platform:** [SPIDITS AI](https://spidits.com/) — Real-Time AI News & Market Intelligence  
> **Published:** 2026-11-12T18:35:54.000Z  
> **Category:** PRODUCT_LAUNCH  
> **Impact Score:** 170/100  
> **Primary Source:** [The Verge AI](https://www.theverge.com/ai-artificial-intelligence/1032020/gemini-chatgpt-perplexity-shopping-test-risky-fake-websites-citations)  
> **Canonical Citation:** [https://spidits.com/timeline/ai-chatbots-are-recommending-fake-retail-websites-study-finds](https://spidits.com/timeline/ai-chatbots-are-recommending-fake-retail-websites-study-finds)

## Executive Summary
Shoppers using AI chatbots to research products or find places to buy items could be directed to imposters and other risky websites, a new study found.

## Why It Matters (Strategic Analysis)
Generative AI engines rely on probabilistic text generation and web retrieval that frequently fail to verify the authenticity, ownership, or security posture of cited domains, exposing consumers to phishing and brand impersonation. This vulnerability demonstrates that current LLM architectures lack robust real-time authority validation filters for commercial links, directly threatening enterprise brand equity and consumer safety.

## Key Entities & Companies
- **OpenAI**
- **Google DeepMind**
- **Perplexity**

## Referenced Coverage & Sources
- **[The Verge AI](https://www.theverge.com/ai-artificial-intelligence/1032020/gemini-chatgpt-perplexity-shopping-test-risky-fake-websites-citations)**: AI chatbots are recommending fake retail websites, study finds — _Shoppers using AI chatbots to research products or find places to buy items could be directed to imposters and other risky websites, a new study found. The study conducted by IP protection firm Podqi and shared exclusively with The Verge prompted ChatGPT, Gemini, and Perplexity with a handful of..._

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