Statistics
State of AI Agents for Amazon Sellers
As of Oct 30, 2026 (newest case added). Built from the 208 cases in this directory and updated every time a case is added.
At a glance
| Measure | Value |
|---|---|
| Sourced cases | 208 |
| AI agents and tools named in the cases | 52 |
| Seller jobs | 9 |
| Cases with a number reported by the source | 67 (32%) |
| Prompts published by the source | 45 (22%) |
| Newest case added | Oct 30, 2026 |
Most-used AI agents and tools
Cases that use each tool, out of 208. One case can use several tools, so shares add up to more than 100%.
| Rank | Tool | Cases | Share of cases |
|---|---|---|---|
| 1 | Claude | 66 | 32% |
| 2 | ChatGPT | 34 | 16% |
| 3 | Gemini | 29 | 14% |
| 4 | Grok Bot | 28 | 13% |
| 5 | Claude Code | 27 | 13% |
| 6 | n8n | 24 | 12% |
| 7 | Helium 10 | 13 | 6% |
| 8 | OpenAI API | 7 | 3% |
| 9 | Bright Data | 6 | 3% |
| 10 | Amazon Seller Assistant | 5 | 2% |
| 11 | Codex | 4 | 2% |
| = | Playwright | 4 | 2% |
| 13 | Seller Labs MCP | 3 | 1% |
| 14 | Amazon Ads MCP Server | 2 | 1% |
| = | Amazon's built-in Gen AI tools | 2 | 1% |
| = | Jungle Scout | 2 | 1% |
| = | DataDoe | 2 | 1% |
| = | Sellerboard | 2 | 1% |
| = | Grok | 2 | 1% |
| = | Canva | 2 | 1% |
| = | Adobe Photoshop | 2 | 1% |
| = | Midjourney | 2 | 1% |
| = | Marketplace Ad Pros | 2 | 1% |
Cases by seller job
A case can cover more than one job. Top tools per job, with their share of that job’s cases.
| Seller job | Cases | Share of cases | Most-used tools | Answer page |
|---|---|---|---|---|
| PPC & Ads | 63 | 30% | Claude 29 (46%), Claude Code 10 (16%), Helium 10 8 (13%), Grok Bot 8 (13%) | Which AI agent? |
| Listings & SEO | 63 | 30% | Claude 21 (33%), ChatGPT 13 (21%), Grok Bot 11 (17%), Gemini 11 (17%) | Which AI agent? |
| Product Research | 63 | 30% | Claude 21 (33%), n8n 13 (21%), Helium 10 11 (17%) | Which AI agent? |
| Inventory & Ops | 55 | 26% | Claude 16 (29%), Claude Code 13 (24%), Grok Bot 9 (16%) | Which AI agent? |
| Images & Video | 44 | 21% | Gemini 22 (50%), ChatGPT 12 (27%), Claude 8 (18%) | Which AI agent? |
| Reviews | 24 | 12% | Claude 9 (38%), Claude Code 3 (12%), Gemini 3 (12%), n8n 3 (12%), ChatGPT 3 (12%) | Which AI agent? |
| Reimbursements | 19 | 9% | Claude 7 (37%), ChatGPT 3 (16%), Grok Bot 3 (16%) | Which AI agent? |
| A+ Content | 16 | 8% | Claude 7 (44%), ChatGPT 7 (44%), Gemini 2 (12%), Grok Bot 2 (12%) | Which AI agent? |
| Support & Account Health | 16 | 8% | ChatGPT 6 (38%), Grok Bot 4 (25%), Claude 2 (12%), Amazon Seller Assistant 2 (12%) | Which AI agent? |
Amazon-built vs third-party tools
Amazon-built tools here: Amazon Seller Assistant (5), Amazon Ads MCP Server (2), Amazon's built-in Gen AI tools (2) and Amazon Ads Agent (1). Everything else (chat assistants, agent and automation platforms, seller software) counts as third-party.
| Cases that | Cases | Share of cases |
|---|---|---|
| Use at least one Amazon-built AI tool | 10 | 5% |
| Use third-party tools only | 197 | 95% |
| No tool named by the source | 1 | <1% |
Who reports the results
Each case says whose claim it is. None of these results were independently verified by this site.
| Claim type | Cases | Share of cases | What it means |
|---|---|---|---|
| Self-reported | 109 | 52% | Self-reported by the source, not independently verified. |
| Template | 28 | 13% | A published workflow template, not a reported result. |
| Vendor claim | 22 | 11% | From the tool's vendor, not independently tested. |
| Agency-reported | 20 | 10% | Reported by an agency about its own client work, not independently verified. |
| Vendor-affiliated | 17 | 8% | From a vendor-affiliated source (see Worth knowing), not independently verified. |
| Amazon's figure | 5 | 2% | From Amazon itself, not independently tested. |
| Forum answer | 4 | 2% | From an Amazon forum moderator's answer, not an official policy page. |
| Seller-reported, via a reporter | 2 | 1% | The seller's own figures as told to a reporter, not independently verified. |
| Amazon's figure, via a reporter | 1 | <1% | Amazon's own figures as told to a reporter, not independently tested. |
Where the cases come from
| Source type | Cases | Share of cases |
|---|---|---|
| X post | 74 | 36% |
| Blog post | 48 | 23% |
| Workflow template | 28 | 13% |
| Podcast episode | 19 | 9% |
| Vendor docs | 12 | 6% |
| Reddit thread | 9 | 4% |
| YouTube video | 6 | 3% |
| Amazon announcement | 5 | 2% |
| Seller Forums answer | 4 | 2% |
| News article | 3 | 1% |
When the sources were published
By the date on the source page, from Feb 28, 2023 to Oct 30, 2026.
| Year | Cases | Share of cases |
|---|---|---|
| 2023 | 3 | 1% |
| 2024 | 9 | 4% |
| 2025 | 27 | 13% |
| 2026 | 145 | 70% |
| Not dated on the source page | 24 | 12% |
Methodology
- These are public, sourced cases this site collected from X posts, Reddit threads, blogs, podcasts, videos, vendor docs, workflow templates and Amazon’s own pages. Every case links to its source. See how we source cases.
- The counts reflect what we found, not market share or how many sellers use each tool.
- One case can use several tools and cover several seller jobs, so columns can add up to more than the total.
- Related product names are grouped under one tool (for example, Nano Banana and NotebookLM count as Gemini), the same way as the tool pages.
- The raw data is open: use-cases.json.
How to cite this page: AI Agents for Sellers, “State of AI Agents for Amazon Sellers”, as of Oct 30, 2026, https://aiagentsforsellers.com/state-of-ai-agents/
The counts and tables on this page are CC BY 4.0: reuse them with credit and a link to this page. Quotes, prompts marked “source”, and linked material belong to their original authors.