Two launches on the same day this week tell brand teams where discovery is heading. On November 10, Reddit started testing Reddit Reviews, AI-built product pages assembled from what people say in its communities. The same day, OpenAI opened Businesses in ChatGPT, a beta Business Hub where companies can claim their listing, see how often ChatGPT mentions them and, for some, publish an AI agent that answers questions for them.
Both point the same way. When a buyer researches a brand, more and more of what they read is an AI summary of conversations, and the brand doesn't write those conversations. Here is what launched and what I would do about it if I were running social for a brand with real budget.
What Reddit Reviews actually is
Reddit Reviews takes comments about a product from across the platform and turns them into a single overview page. Each page shows an AI summary, a breakdown of positive, mixed and negative conversations, common likes and dislikes, and the products people tend to compare it with. Readers can filter the comments by topic and jump into the original threads to ask follow-up questions.
According to reporting from Social Media Today and The Next Web:
- The test covers roughly 10,000 frequently discussed products and is rolling out to US users on iOS, Android and the web over the coming weeks.
- Reddit says the pages draw only on organic community conversation. Brands can't pay to be featured, and Reddit says it takes no cut of purchases made through the buy button.
- Brands and retailers can supply images, prices and purchase links, but they don't control the summary.
In practice, years of Reddit threads about your product (praise, complaints, comparisons with competitors) can now become a tidy, searchable verdict.
What Businesses in ChatGPT offers
OpenAI's Business Hub lets owners and authorised representatives claim their business's profile in ChatGPT, correct the information shown and view aggregate insights over a 28-day window: mentions, clicks to the website and the recurring "discovery topics" in conversations where the business comes up. OpenAI says it doesn't share individual conversations, and metrics only appear once they pass minimum thresholds.
Eligible US ecommerce and online service companies can also publish a Business Agent, a branded assistant that answers shoppers' questions using information the business provides. ChatGPT labels those conversations so people know they are talking to the seller's agent. Reports from VentureBeat and Search Engine Roundtable say it is free during the beta, verification runs through phone, domain, email or Shopify, and OpenAI is separately testing ads that send people to these agents.
Why this is a social media problem, not just an SEO one
It's tempting to file both launches under "search" and pass them to the website team. I'd push back on that. What feeds these summaries is social conversation: community threads, comment sections, creator reviews, the posts people share when something goes right or wrong. If your brand's social strategy is only about what you publish, you're managing the smallest part of what an AI will say about you.
A few implications I'd flag to any marketing leader:
- Community sentiment is now packaged as a verdict. One recurring complaint that nobody answered for two years can become a headline "dislike".
- Comparisons are visible. Reddit Reviews shows which products people compare you with, which is free competitive intelligence and a positioning risk at the same time.
- Your owned facts need to be accurate everywhere. Assistants pull from what they can find. Out-of-date bios, old pricing pages and abandoned profiles create wrong answers.
What I'd do in the next 30 days
1. Run a conversation audit, not just a channel audit
Search Reddit for your brand, your top products and your category. Note the recurring praise, the recurring complaints and the competitors people name. Do the same in ChatGPT: ask what it recommends in your category and how it describes you. This belongs in any social media audit now.
2. Claim what you can
If you're eligible, claim your Business in ChatGPT listing and make sure the details are right. Assign an owner, the same way someone owns your Google Business Profile. Don't publish an agent until legal, customer care and social agree on what it can and can't say.
3. Close the loop on recurring complaints
The fix for a bad summary is rarely a reply-guy campaign. It's fixing the product or policy issue, then saying so in the places where people raised it. Social and customer care should share one list of the top five recurring issues and review it every month.
4. Invest in real community and creator voices
AI summaries reward volume and consistency of genuine conversation. A steady creator program and authentic participation in the communities where your buyers talk will do more than any one campaign. Don't plant fake reviews or astroturf threads. Communities spot it, and it's the fastest way to make a summary worse.
5. Add AI visibility to your reporting
Mentions and clicks from ChatGPT, plus a monthly check of your Reddit Reviews page if you have one, belong next to reach and engagement in your executive KPIs. Treat them as directional: OpenAI itself notes that recorded clicks don't confirm visits or conversions.
The bigger picture
Both features are early tests and will change. The direction is clear, though: buyers are getting their first impression of brands from AI summaries of social conversation. The brands that come out well will be the ones whose communities have good things to say, and who keep up with what's being said about them.
Sources: Social Media Today, "Reddit Tests AI-Compiled Product Reviews" (Nov 10, 2026); The Next Web, "Reddit Reviews uses AI to summarise what users say about 10,000 products"; OpenAI, "Introducing Businesses in ChatGPT"; VentureBeat, "OpenAI lets you claim your business in ChatGPT and set up a custom agentic AI customer sales rep"; Search Engine Roundtable, "Businesses in ChatGPT Business Hub Live With Click Data" (Nov 10, 2026).
Want a second opinion on your social?
I offer a free social audit for brands: send me your handles, I review what you're doing, and we talk through what to keep, cut and try next. Request your free social audit →
