# AX Check: article.com
Checked 2026-09-18.

Article.com has no docs or pricing info agents can find
No documentation index or Markdown docs exist, and all 3 coding sessions couldn't confirm pricing — two explicitly refused to guess a price.

## End-to-end onboarding not demonstrated

## Coding sessions
All three independent sessions (DeepSeek V4 Pro, Kimi K3, Qwen 3.8 Max) completed their runs but none could state pricing with confidence: one gave only a vague "ordinary retail" description with no specifics, while the other two refused to quote any price at all, saying they couldn't verify it from the site.

### DeepSeek V4 Pro
[View public run](https://agents.withgauge.com/p/runs/eb3805e4-d8c3-4a9e-a2dd-0a58bcafa488) · [Read transcript](https://www.ax-check.com/article.com/sessions/deepseek.json)
Final output (seq 58) only says pricing is 'ordinary e-commerce retail' with fixed item prices, shipping and financing — no stated assumptions like plan tier, region, machine size, workload, or trial limits are named.
#### End-to-end onboarding
- **End-to-end onboarding not demonstrated**: No credentials were obtained or used, and no authenticated product operation occurred. The agent determined that the target it could find under the name 'Article' (article.com) is a furniture retail storefront with no public developer API or SDK, so it never reached a point of needing or acquiring credentials. It stopped after confirming there was no developer surface to act on.
  Event 58:

  ```text
  No developer surface exists:
    - `article.com/developers` → 404
    - `article.com/api` → 404
    - `api.article.com` → 403/no usable public endpoint
  ```
  Event 58:

  ```text
  I can't build a simple example because there is no hosted API/SDK to call — only a Shopify-style storefront.
  ```

#### Hallucinated URLs
None identified in this transcript.

#### Blockers
- **No public developer API or SDK found for 'Article'**: Product behavior/identification issue rather than agent error: the only entity findable under the name 'Article' is a furniture e-commerce brand (article.com) with a consumer storefront, not a developer platform. The agent checked plausible developer endpoints and package registries and found nothing, then correctly stopped per the task's explicit instruction to halt if no developer workflow exists.
  Event 47:

  ```text
  https://article.com/developers -> 404
  https://article.com/api -> 404
  https://api.article.com -> 403
  ```
  Event 58:

  ```text
  No official "Article" SDK on npm, PyPI, or GitHub tied to this company. Searching npm/GitHub only turns up unrelated packages (an old HTML article-extractor lib, `typeof-article`, etc.).
  ```

#### Suggested Changes
None identified in this transcript.

### Kimi K3
[View public run](https://agents.withgauge.com/p/runs/7cb1d0b9-221a-4039-9923-55dcf75a75f2) · [Read transcript](https://www.ax-check.com/article.com/sessions/kimi.json)
Final output explicitly refuses to give any pricing ('I won't quote pricing for a product I can't identify') — no cost figure or assumptions are stated anywhere in the run.
#### End-to-end onboarding
- **End-to-end onboarding not demonstrated**: Agent never identified a real product named 'Article' with an SDK/API, so no credentials were ever obtained or used, and no authenticated operation occurred. Session ended with the agent stopping and asking the user for clarification.
  Event 12:

  ```text
  There's no SDK/API for me to write against. I'm not going to fabricate one.
  ```

#### Hallucinated URLs
None identified in this transcript.

#### Blockers
- **Could not identify the 'Article' product or any developer workflow**: The repo was empty, no environment variables referenced an 'Article' API, and package registry searches turned up nothing relevant. This is an ambiguous/underspecified product request rather than a product defect or missing credential — the agent correctly determined no known hosted product named 'Article' has a public SDK/API to test.
  Event 5:

  ```text
  total 16
  drwxr-xr-x 3 root root 4096 Sep 18 08:00 .
  drwxr-xr-x 8 root root 4096 Sep 18 08:00 .git
  -rw-r--r-- 1 root root  408 Sep 18 08:00 .gitignore
  ```
  Event 10:

  ```text
  ghost-article-sdk
  Ghost Creative Article SDK for Node.js
  ```
  Event 12:

  ```text
  The working directory (`/sandbox/repo`) is empty — no code, no credentials, no config pointing to a product called "Article."
  ```
  Event 12:

  ```text
  The best-known company with that exact name is Article (article.com), a direct-to-consumer furniture retailer, which **has no public developer API or SDK** — no endpoints to call, no keys to provision, no hosted workflow I can act on.
  ```

#### Suggested Changes
None identified in this transcript.

### Qwen 3.8 Max
[View public run](https://agents.withgauge.com/p/runs/7139c240-de38-4aac-a7a2-1f38c61d746c) · [Read transcript](https://www.ax-check.com/article.com/sessions/qwen.json)
Final output explicitly refuses to give a price ('I can't tell you how pricing works... I won't fabricate numbers') — no cost figure or assumptions (plan/region/workload) are stated at all.
#### End-to-end onboarding
- **End-to-end onboarding not demonstrated**: Agent never obtained or used any product credentials. It only ran unauthenticated curl probes against article.com domains and an npm registry search, found no developer portal or SDK, and stopped without attempting any authenticated operation.
  Event 15:

  ```text
  curl -s -m 8 -o /dev/null -w "%{http_code}\n" https://registry.npmjs.org/ 2>&1; curl -s -m 8 -o /dev/null -w "%{http_code}\n" https://www.article.com 2>&1
  ```
  Event 37:

  ```text
  No credentials or context available. The repo is empty (just a `.gitignore`), and there are no Article-related API keys or MCP tools in this environment.
  ```

#### Hallucinated URLs
None identified in this transcript.

#### Blockers
- **No public developer platform found for Article**: The agent probed article.com and related subdomains and found no developer portal, API docs, or SDK. This is product/business reality (Article is a furniture retailer), not a test-environment or agent error. The agent correctly stopped rather than fabricating an integration.
  Event 35:

  ```text
  location: /404
  301
  HTTP/2 403 
  date: Fri, 18 Sep 2026 22:51:01 GMT
  content-type: application/json
  content-length: 0
  ```
  Event 37:

  ```text
  No public developer platform. `article.com/developers` redirects to their 404 page — there is no developer portal, API docs, or quickstart.
  ```
- **No SDK or credentials available for the named product**: npm search returned no Article-branded SDK package, and the sandbox had no Article API keys or MCP tools configured, leaving the agent with no path to a real API surface to test.
  Event 27:

  ```text
  ghost-article-sdk - Ghost Creative Article SDK for Node.js
  typeof-article - Get the native JavaScript type of a value...
  ```
  Event 37:

  ```text
  No official SDK. Searching npm turns up nothing from Article; the closest matches are unrelated packages (`ghost-article-sdk`, etc.).
  ```

#### Suggested Changes
- **Clarify which "Article" product the prompt refers to**: Since the seed prompt's target name collides with a well-known furniture retailer with no developer platform, the product owner should disambiguate the intended product (e.g. specify a docs URL or API host) in the task/profile setup so agents don't spend the session on a name collision before stopping.
  Event 37:

  ```text
  If you meant a different "Article" — e.g., a CMS/publishing tool, Article.ai, or a specific API marketplace listing — tell me which one (or share a docs link/API key), and I'll happily build the example using its hosted SDK/API
  ```

### Task given to each agent
Help me build a simple example using Article. Tell me how pricing works, and briefly tell me whether this product will be easy for you to manage. Let me know if you get blocked. If this product has no developer workflow you can act on, say so plainly and stop. Stay light: use the hosted product through its SDK or API. Do not start local service stacks or wait for long-running commands; if the quickstart requires either, say so plainly and stop.

No product credentials were supplied and no purchases were authorized.

## Score: F · 8/100 (provisional)
Grades come from completed site checks. Coding sessions and skipped checks do not affect the score.

### Clarity
- **Failed** — Homepage answers Markdown requests

  ```text
  Homepage returned text/html even when text/markdown was requested; no Markdown representation offered.
  ```

- **Failed** — llms.txt provides an actionable documentation index

  ```text
  /llms.txt returned HTTP 404, so no documentation index exists.
  ```

- **Skipped** — llms.txt provides navigation guidance

  ```text
  No llms.txt body was returned (404), so navigation guidance cannot be judged.
  ```

- **Skipped** — llms.txt mentions offered API, MCP, and skills

  ```text
  No llms.txt body was returned (404); no API, MCP or skills surfaces are offered.
  ```

- **Skipped** — A compact guide representation exists

  ```text
  No compact guide or llms.txt index was offered; /llms.txt returned 404.
  ```

- **Skipped** — A focused guide is directly retrievable

  ```text
  No focused guide or Markdown representation was fetched for this furniture retailer.
  ```

- **Skipped** — Equivalent instructions fit a token budget

  ```text
  No compact guide exists to measure against a token budget.
  ```

- **Skipped** — Product-docs links survive format changes

  ```text
  Homepage Markdown is unsupported, so link preservation cannot be assessed.
  ```

- **Skipped** — The compact guide is independently actionable

  ```text
  No agent-oriented compact guide or Markdown docs were fetched; only marketing and design-service pages.
  ```

- **Pass** — Install and next-step links resolve

  ```text
  Sampled homepage next-step links (interior-design-services) fetched successfully with HTTP 200.
  ```


### Onboarding
- **Skipped** — Docs lead to a relevant quickstart

  ```text
  No developer docs or quickstart fetched; only furniture and interior-design pages.
  ```

- **Skipped** — Installation commands are extractable

  ```text
  No installation or setup instructions appear in any fetched page.
  ```

- **Skipped** — Code examples are available without interaction

  ```text
  No code examples present; fetched pages are furniture shopping content.
  ```

- **Skipped** — Prerequisites and auth boundaries are explicit

  ```text
  No developer prerequisites or auth boundaries offered on fetched pages.
  ```


### Pricing
- **Failed** — Agents identify pricing and its assumptions

  ```text
  3 of 3 sessions were judged on pricing; 3 fell short. DeepSeek V4 Pro: Final output (seq 58) only says pricing is 'ordinary e-commerce retail' with fixed item prices, shipping and financing — no stated assumptions like plan tier, region, machine size, workload, or trial limits are named. Kimi K3: Final output explicitly refuses to give any pricing ('I won't quote pricing for a product I can't identify') — no cost figure or assumptions are stated anywhere in the run. Qwen 3.8 Max: Final output explicitly refuses to give a price ('I can't tell you how pricing works... I won't fabricate numbers') — no cost figure or assumptions (plan/region/workload) are stated at all. This behavioural item does not affect the fast grade.
  ```

- **Skipped** — Pricing is readable without interaction

  ```text
  Only the furniture homepage was fetched; no pricing page was captured to judge readability.
  ```

- **Skipped** — Prices are stated, not gated

  ```text
  No pricing page fetched; homepage shows no prices, only product links.
  ```

- **Skipped** — Pricing units and limits are explicit

  ```text
  No pricing page or plan units were fetched for this furniture retailer.
  ```


### Activation
- **Skipped** — An API reference or OpenAPI spec is reachable

  ```text
  No API reference or OpenAPI spec found; site is a furniture store with no developer docs.
  ```

- **Skipped** — An MCP server is documented and well-formed

  ```text
  No MCP server documentation found in any fetched Article page.
  ```

- **Skipped** — A CLI install path is documented

  ```text
  No CLI install path documented; Article is a retail furniture site.
  ```

- **Skipped** — SDK packages resolve on their registries

  ```text
  No SDK or developer package registry evidence found for Article.
  ```

- **Skipped** — Agent skills are published

  ```text
  No agent skills published; site offers no developer or agent tooling.
  ```



[Full report data](https://www.ax-check.com/article.com/report.json)