The short answer: ChatGPT recommends jewelry brands it can read about in many places at once: product pages it can access, press coverage, forum threads and reviews. If an independent brand exists mainly on its own Instagram and one Etsy shop, it gives the assistant little to cite.
The stakes have risen fast. Traffic from generative AI tools to US retail sites rose 393% year over year in the first quarter of 2026, according to Adobe Digital Insights. Those visitors also buy. In March 2026 they converted 42% better than shoppers from other sources, TechCrunch reported, a reversal from a year earlier, when AI traffic converted 38% worse.
OpenAI says “hundreds of millions of people use ChatGPT to find, understand, and compare products,” in the November 2025 launch post for its shopping research feature.
Why doesn’t ChatGPT mention my jewelry brand?
OpenAI has published more about its product picks than many brands realize. Its help page on shopping lists the inputs: “structured metadata from first-party and third-party providers (e.g., price, product description),” reviews, availability, and what the model already knew before it searched.
Two lines on that page matter for independent makers. First, results “are selected independently by ChatGPT and are not ads.” A brand cannot buy its way into the answer. Second, when several merchants sell the same item, they are ranked on “availability, price, quality, and whether they are the maker or primary seller of that item.” Being the maker counts in a brand’s favor.
The shopping research tool, OpenAI says, reads “publicly available retail sites,” reads product pages directly and avoids “low-quality or spammy sites.” That puts the brand’s own site back at the center. If the assistant cannot read a product page, the page effectively does not exist to it.
Many sites fail at that first step. Adobe scored how readable retail pages are to AI systems. Product pages averaged 66%, the lowest of any page type, against 80% for FAQ pages. About a third of product-page content was not accessible to AI.
Improving your website is like a video game: you need to clear a level before the next one matters.
Shaheen’s first level, in her National Jeweler column this month, is whether AI crawlers can reach the site at all. Security settings and plugins, she notes, can block them without the owner knowing.
Where does ChatGPT get its jewelry recommendations?
Mostly from other people’s websites. Semrush analyzed 230,000 prompts across ChatGPT, Google AI Mode and Perplexity between July and October 2025. Reddit and Wikipedia were ChatGPT’s two most-cited domains throughout. Their share fell sharply in mid-September: Wikipedia went from about 55% of responses to 20%, while Forbes citations doubled.
“I believe the main reason for the drop is an attempt to avoid over-citing on certain websites, to be less biased,” Sergei Rogulin, Semrush’s head of organic and AI visibility, told the company’s blog. The sources shift from month to month, so no single channel is enough.
Which assistant is asked also matters. Online retailer Rings.com tracks 36 jewelry brands across ChatGPT, Gemini, Perplexity and Claude each month. In August 2026, Brilliant Earth and Blue Nile led. OpenAI’s model named Rare Carat zero times in 600 responses, while Claude named it 241 times. Rings.com sells jewelry itself, so its study is best read as a signal rather than a neutral benchmark.
Marketplaces are a third route in. In September 2025 OpenAI launched Instant Checkout with Etsy and Shopify. Only Etsy sellers enrolled in Etsy’s Offsite Ads program qualify, and they pay a fee on those sales, Modern Retail reported. Shopify merchants are included through the Shopify Catalog, which OpenAI says requires “no additional work” from them.
ChatGPT recommends brands that wouldn’t be found higher up in the traditional Etsy search.
Others worry about accuracy. “I make some jewelry using vintage components. AI consistently calls it vintage jewelry,” Fran Hurst, a jewelry seller in Florida, told Modern Retail. An assistant can only describe a brand as accurately as the web describes it.
What our Discovery Studies show
All four independent brands in Found & Form’s Discovery Studies scored 2 out of 5 for search. Each is well known in some other channel. The studies score six channels from 1 to 5; they did not test AI answers directly. They do show which sources exist for an assistant to read.
| Brand | Search | Creators | Editorial | Community | Owned | Commerce | Found Score |
|---|---|---|---|---|---|---|---|
| IDYL | 2 | 5 | 4 | 3 | 3 | 3 | 20/30 |
| Castro Smith | 2 | 2 | 5 | 1 | 3 | 5 | 18/30 |
| Malka | 2 | 1 | 2 | 3 | 4 | 4 | 16/30 |
| Nana Bijou | 2 | 1 | 2 | 3 | 3 | 5 | 16/30 |
The pattern is brands being found by name, not by need. About 57% of Nana Bijou’s organic search traffic comes from people already typing its name, and about 74% of Malka’s Israeli visits start that way. A shopper asking an assistant for “handmade gold earrings under $300” is not typing a name.
Nana Bijou shows how far a marketplace reputation can sit from the brand’s own site. Its ranking keywords fell 63% in twelve months.
Castro Smith sits at the other end. It scores 5 for editorial, with museum acquisitions and Dover Street Market, yet its site draws about 740 US search visits a month. One of its referring domains is an AI-generated encyclopedia, an early sign of assistants writing their own descriptions of brands.
What independent jewelry brands can do
The evidence points to four areas, in roughly the order Shaheen describes.
- 1
Let the assistants in. Check that the site’s robots.txt and security tools do not block crawlers such as OpenAI’s GPTBot and OAI-SearchBot. OpenAI’s help page also explains how merchants can apply to send a direct product feed.
- 2
Write product pages that answer questions. Include the metal, karat, stone, dimensions, price, lead time and care. Adobe found FAQ and returns pages were the most readable to AI, and product pages the least. “Facts beat adjectives,” Shaheen writes.
- 3
Be the named maker. OpenAI ranks merchants partly on “whether they are the maker or primary seller.” The brand name, the maker’s story and an About page should match across the website, Etsy, Instagram and press.
- 4
Get written about by others. Press coverage, gift guides, Reddit threads and reviews are where assistants look beyond the brand’s own site. Semrush’s data shows the mix of cited sites changes month to month. Several independent sources are safer than one.
Large operations tend to generate a lot of generic content, or ‘fluff.’ In contrast, you possess specific, firsthand knowledge that these operations lack.
FAQ
Can I pay to appear in ChatGPT’s product recommendations?
No. OpenAI says product results “are selected independently by ChatGPT and are not ads, nor influenced by any OpenAI partnerships.”
Does my jewelry need to be on Etsy or Shopify to show up?
No, but both help. Shopify merchants are included through the Shopify Catalog automatically. Etsy listings qualify for Instant Checkout if the seller is in Etsy’s Offsite Ads program. Other merchants can apply to OpenAI for a direct product feed.
Do I need to rank on Google first?
Not necessarily. AI tools break a question into many narrower searches, so a page that answers a specific question can be found without a top-10 Google ranking.
Why does ChatGPT describe my jewelry wrong?
It repeats what it reads. If product pages, marketplace listings and press describe a piece differently, the assistant may pick the wrong description. Consistent facts across every listing reduce the risk.
Does it matter which AI assistant a customer uses?
Yes. Rings.com’s August 2026 tracking found the same jewelry brand named 241 times in 600 answers by Claude and zero times by OpenAI’s model.