Visora
Sign up
News

AI Search & Commerce News

Timely industry and technology developments across ChatGPT, Perplexity, Google AI, Shopify, and cross-border commerce—framed for GEO operators.

30 briefings

GoogleAI Overviews

Google AI Overviews lean harder on live product prices ahead of back-to-school

Merchant hubs report AI Overviews surfacing live price and stock comparisons more often, pushing stores to keep structured data synchronized with reality.

Read briefing
AI AgentsShopping

Retailers begin AI-agent holiday preparation earlier as assistant shopping ramps up

Major cross-border retailers are front-loading structured data work for the 2026 holiday season as assistant-based shopping continues to grow.

Read briefing
ChatGPTShopping

ChatGPT Search expands real-time price comparison to 7 new markets — cross-border merchants gain citation opportunities

OpenAI rolled out structured price comparison overlays in ChatGPT Search across 7 additional country markets, expanding citation-based discovery for international merchants.

Read briefing
BenchmarkCitations

New benchmark compares ChatGPT, Perplexity, and Google AI Overviews citation behavior — structured data dominates shopping queries

A multi-engine citation benchmark covering 1,200 product pages reveals that structured data completeness predicts citation frequency across all engines, with shipping schema emerging as the top differentiator.

Read briefing
SchemaGoogle

Schema.org releases new FAQPage recommendations for AI-driven search — what merchants need to change

Schema.org published updated FAQPage usage guidelines that explicitly address how LLMs and AI agents consume structured FAQ content. The changes affect anchor linking, answer visibility, and question granularity — three areas where 73% of current implementations fall short.

Read briefing
GoogleAI Overviews

Google AI Overviews expands shopping citations with merchant product panels — what cross-border stores need to know

Google is rolling out product-level citation panels inside AI Overviews for shopping queries, showing prices, ratings, and merchant names alongside AI-generated answers. Here is what this means for visibility strategies.

Read briefing
PerplexityGEO

Perplexity launches 'Source Insights' panel — merchants can now see how AI cites their products

Perplexity's new merchant dashboard shows which product pages are cited, by which queries, and which schema fields drove inclusion. The move signals a shift toward transparency in AI-driven shopping discovery.

Read briefing
ChatGPTShopping

ChatGPT rolls out 'Shop with AI' — cross-border stores face citation readiness test

OpenAI's new shopping layer prompts users to compare products across merchants, with citations drawn entirely from structured data. Stores without complete JSON-LD are invisible on day one.

Read briefing
OpenAIMarket

ChatGPT Search usage surges 40% QoQ in product-discovery queries

Third-party traffic panels show conversational search eating non-brand Google queries — merchants report citation traffic before SEO rank changes.

Read briefing
IndustryAI

AI shopping assistants push brands toward answer-ready pages

Major AI platforms are adding shopping flows. Merchants who structure product facts early win citations.

Read briefing

Want playbooks instead of headlines? Visit the GEO Knowledge Hub