# Clerk.io: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 10 judge labels across 1 category by 7 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/clerk-io

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Ecommerce search and merchandising](https://www.gane.ai/index/gtm/marketing/ecommerce-search-and-merchandising/index.md) | 0% | 14 | 10% | 10 |

## What the models said for it

- "Clerk.io: Best product discovery tool with search, recommendations, merchandising, guided shopping, and audience data connected in one ecommerce platform." (Llama 4 Maverick, Ecommerce search)
- "If you're on Shopify and want AI-powered search with minimal setup effort, Clerk.io is a strong choice" (MiniMax M2.5, Ecommerce search)
- "If you need more automation: Clerk.io's AI agent can reduce ongoing management time" (Kimi K2, Ecommerce search)
- "Best for AI/ML personalization: Clerk.io (great for SMBs)." (GLM 4.7 FlashX, Ecommerce search)

## And against it

- "Even the entry point is higher than Searchanise or Doofinder; better for stores that already have some revenue" (DeepSeek V4 Flash, Ecommerce search)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 1 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 1 | 1 |
| Llama 4 Maverick | 0 | 1 | 0 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 1 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 0 | 2 | 1 | 0 | 3 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 1 | 1 | 0 | 2 |

## Sources returned with these answers

The sites and pages cited by the answers that named Clerk.io, from 29 of the 30 answers that named it (only the models that return a source list).

### Domains cited

- clerk.io: 28 (its own site)
- marketmaze.me: 24
- guideflow.com: 16
- sourceforge.net: 13
- trustradius.com: 13
- algolia.com: 10
- luigisbox.com: 10
- shopify.com: 6
- doofinder.com: 5
- faqprime.com: 5

### Pages cited

- https://marketmaze.me/p/tools-ecommerce-site-search: 24
- https://clerk.io/solutions/b2b-ecommerce/search: 14
- https://trustradius.com/categories/search-and-product-discovery: 13
- https://guideflow.com/blog/best-e-merchandising-software: 11
- https://clerk.io/blog/best-product-discovery-tools-ecommerce-2026: 10
- https://luigisbox.com/blog/b2b-ecommerce-search: 9
- https://sourceforge.net/software/ecommerce-search/for-small-business: 9
- https://guideflow.com/blog/best-ecommerce-search-software: 8

## What it publishes

Every page clerk.io exposes, read 2026-09-29: 3138 addresses. By kind, pages and the last 90 days:

- blog: 704 pages, 93 in the last 90 days, latest 2026-09-25
- case study: 46 pages, 2 in the last 90 days, latest 2026-09-16
- webinar or virtual event: 94 pages, 1 in the last 90 days, latest 2026-10-13
- conference or event: 1 pages, 0 in the last 90 days, latest 2023-06-06
- report or ebook: 22 pages, 0 in the last 90 days, latest undated
- comparison: 100 pages, 4 in the last 90 days, latest 2026-09-17
- template or tool: 7 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 9 pages, 0 in the last 90 days, latest 2025-07-08
- news or press: 2 pages, 0 in the last 90 days, latest 2025-07-08
- Recent: 2026-10-13 webinar or virtual event: Webinar https://www.clerk.io/webinar
- Recent: 2026-09-25 blog: Ai shopping assistants fashion beauty electronics b2b https://www.clerk.io/blog/ai-shopping-assistants-fashion-beauty-electronics-b2b
- Recent: 2026-09-25 blog: Ai shopping assistants inventory pricing product data https://www.clerk.io/blog/ai-shopping-assistants-inventory-pricing-product-data
- Recent: 2026-09-25 blog: Bigcommerce ai shopping assistant implementation guide https://www.clerk.io/blog/bigcommerce-ai-shopping-assistant-implementation-guide
- Recent: 2026-09-25 blog: Ecommerce shopping assistant evaluation framework test prompts https://www.clerk.io/blog/ecommerce-shopping-assistant-evaluation-framework-test-prompts
- Recent: 2026-09-25 blog: Magento ai shopping assistant implementation guide https://www.clerk.io/blog/magento-ai-shopping-assistant-implementation-guide

## Record

- Method: https://www.gane.ai/index/gtm/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/gtm.