# AX Check: jayoconnor.com Checked 2026-09-18. Agents find a personal homepage, not a product to run or price. No docs, quickstart, or pricing page exist for a product; all 3 sessions concluded no such product could be found to price. ## End-to-end onboarding not demonstrated ## Coding sessions All three independent sessions (DeepSeek V4 Pro, Kimi K3, Qwen 3.8 Max) searched jayoconnor.com for a product to install and price, but each concluded none exists and explicitly declined to state any pricing figure, saying there was nothing to verify or price. ### DeepSeek V4 Pro [View public run](https://agents.withgauge.com/p/runs/22c9c4d5-1429-41a2-982d-100e5157d327) · [Read transcript](https://www.ax-check.com/jayoconnor.com/sessions/deepseek.json) No pricing figure was stated at all; final output explicitly says 'I can't tell you how pricing works — there's no product, pricing page, or billing model I can verify' (seq 62), so there are no assumptions to evaluate. #### End-to-end onboarding - **End-to-end onboarding not demonstrated**: No product, SDK, or API was ever identified. The agent spent the entire session searching the web for a product named after "Jay O'Connor" and found only unrelated people (a musician, GitHub user with no repos). It never obtained credentials or performed any authenticated operation because no actual product existed to onboard to. Event 62: ```text "Jay O'Connor" appears to be a **person's name, not a hosted developer product**. I could not find any product by that name with a website, docs, SDK, CLI, API, or developer quickstart. ``` Event 62: ```text I can't tell you how **pricing** works — there's no product, pricing page, or billing model I can verify. ``` #### Hallucinated URLs None identified in this transcript. #### Blockers - **No identifiable product named after Jay O'Connor**: The seed prompt asked the agent to build an example using a product called 'Jay O'Connor', but web searches (GitHub, npm, PyPI, Bing, DuckDuckGo) turned up only unrelated results (a musician named Jay-Z, a GitHub user with zero repos, unrelated npm packages). This is a test environment / prompt issue rather than a product defect — the referenced product does not appear to exist under this name, so the agent correctly halted instead of fabricating an SDK or workflow. Event 53: ```text "login": "jayoconnor", "id": 67749152 ``` Event 62: ```text I could not find any product by that name with a website, docs, SDK, CLI, API, or developer quickstart. There's a `jayoconnor` GitHub user with no public repos, but nothing that amounts to a product I can build against. ``` #### Suggested Changes - **Clarify the intended product name in the test prompt**: The seed prompt referencing 'Jay O'Connor' as a product to build against returned no matches in GitHub, npm, PyPI, or general web search. Whoever authors this eval prompt should confirm the actual product name or vendor intended, and verify it resolves to a real, discoverable developer product before running the session again. Event 62: ```text To unblock me, please provide any one of these: 1. The actual product/company name (this may be a typo — e.g., did you mean a specific vendor?). 2. A docs URL or API reference. 3. The name of the company/site Jay O'Connor is associated with, if this is meant as "the product run by a founder named Jay O'Connor." ``` ### Kimi K3 [View public run](https://agents.withgauge.com/p/runs/62578b77-b107-4c95-a252-88ee307ec1f8) · [Read transcript](https://www.ax-check.com/jayoconnor.com/sessions/kimi.json) Final output explicitly states 'no pricing to explain' since no such product exists — no cost figure or pricing assumptions are stated anywhere in the run. #### End-to-end onboarding - **End-to-end onboarding not demonstrated**: The session never reached a real product to onboard into. The agent spent the entire run trying to determine what "Jay O'Connor" referred to, discovered it's a person (a tech executive with a personal portfolio site), not a developer product, and stopped without ever obtaining credentials or attempting an authenticated operation. Event 35: ```text There is no developer workflow I can act on: no hosted product, no SDK/API, no quickstart, and therefore no pricing to explain and nothing for me to "manage." ``` #### Hallucinated URLs - **Guessed domain variants that failed to resolve**: The agent guessed several plausible domain names for a supposed 'Jay O'Connor' product without any prior evidence they existed, and they failed to resolve (DNS failure, not a 404), confirming they were invented guesses rather than documented links. Event 26: ```text for d in jayoconnor.com jayoconnor.ai joconnor.ai joconnor.dev jo-connor.com; do echo -n "$d: "; curl -s -m 8 -o /dev/null -w "%{http_code}\n" "https://$d" ``` Event 28: ```text jayoconnor.com: 200 jayoconnor.ai: 000 joconnor.ai: 000 joconnor.dev: 000 jo-connor.com: 000 Command exited with code 6 ``` #### Blockers - **Task subject is a person, not a developer product**: The seed prompt asked the agent to build an example using 'Jay O'Connor' and evaluate its pricing/developer workflow, but research showed this is a person's name (a tech executive with a personal site), not a software product, SDK, or API. This is a test-environment/prompt issue rather than a product defect, and the agent correctly recognized and stopped rather than fabricating a product. Event 33: ```text Jay O'Connor Home Now Writing Hi, I'm Jay. I help high-velocity companies turn ambiguous problems into durable systems ``` Event 35: ```text "Jay O'Connor" is not a developer product — it's a person. ``` #### Suggested Changes None identified in this transcript. ### Qwen 3.8 Max [View public run](https://agents.withgauge.com/p/runs/e7dee8d1-a226-4ff3-8f28-4aee0c1f6ee1) · [Read transcript](https://www.ax-check.com/jayoconnor.com/sessions/qwen.json) Agent explicitly refused to state any pricing figure or assumptions, saying it 'won't fabricate ... invent pricing details' (get_final_output) since no product was found. #### End-to-end onboarding - **End-to-end onboarding not demonstrated**: The agent never identified a real product to onboard to. It searched PyPI and npm for a package matching "Jay O'Connor" and found nothing, then stopped without obtaining credentials or attempting any authenticated operation. Event 11: ```text pip index versions jay-oconnor 2>&1 | head -3; npm view jay-oconnor 2>&1 | head -3; pip download jayoconnor -d /tmp/x --no-deps 2>&1 | tail -2 ``` Event 14: ```text I can't find any developer product called "Jay O'Connor," so I'm stopping here. ``` #### Hallucinated URLs None identified in this transcript. #### Blockers - **No product named "Jay O'Connor" exists on package registries**: The seed prompt asked the agent to build an example using a product called "Jay O'Connor," but no such package exists on PyPI or npm, and the repo contained no reference to it either. This is a test-environment/prompt issue rather than a product defect — the agent correctly stopped instead of fabricating an integration. Event 12: ```text ERROR: No matching distribution found for jay-oconnor npm error code E404 npm error 404 Not Found - GET https://registry.npmjs.org/jay-oconnor - Not found npm error 404 ERROR: Could not find a version that satisfies the requirement jayoconnor (from versions: none) ERROR: No matching distribution found for jayoconnor ``` Event 14: ```text There's no SDK, no API, no quickstart, and no hosted service I can locate under that name. ``` #### Suggested Changes None identified in this transcript. ### Task given to each agent Help me build a simple example using Jay O'Connor. 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 · 0/100 (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 returns HTTP 404 on GitHub Pages, so no documentation index exists. ``` - **Skipped** — llms.txt provides navigation guidance ```text No llms.txt body was returned (404), so navigation guidance cannot be assessed. ``` - **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 to mention. ``` - **Skipped** — A compact guide representation exists ```text Personal homepage offers no compact guide; /llms.txt returns 404, so no guide representation exists. ``` - **Skipped** — A focused guide is directly retrievable ```text No focused guide page was fetched; homepage is a personal landing page with external links. ``` - **Skipped** — Equivalent instructions fit a token budget ```text No guide content was retrieved, so token budget cannot be measured. ``` - **Skipped** — Product-docs links survive format changes ```text Homepage Markdown is unsupported, so link preservation across formats is unassessed. ``` - **Skipped** — The compact guide is independently actionable ```text No compact agent guide fetched; only a personal homepage with links was retrieved. ``` - **Skipped** — Install and next-step links resolve ```text No install or next-step links were fetched to verify resolution. ``` ### Onboarding - **Skipped** — Docs lead to a relevant quickstart ```text No subject docs or quickstart fetched; only a 404 llms.txt and foreign GitHub Pages docs. ``` - **Skipped** — Installation commands are extractable ```text No subject installation or setup page was fetched for jayoconnor.com. ``` - **Skipped** — Code examples are available without interaction ```text No subject code examples were fetched; only a 404 page and foreign docs. ``` - **Skipped** — Prerequisites and auth boundaries are explicit ```text No subject docs describing prerequisites or auth boundaries were fetched. ``` ### Pricing - **Failed** — Agents identify pricing and its assumptions ```text 3 of 3 sessions were judged on pricing; 3 fell short. DeepSeek V4 Pro: No pricing figure was stated at all; final output explicitly says 'I can't tell you how pricing works — there's no product, pricing page, or billing model I can verify' (seq 62), so there are no assumptions to evaluate. Kimi K3: Final output explicitly states 'no pricing to explain' since no such product exists — no cost figure or pricing assumptions are stated anywhere in the run. Qwen 3.8 Max: Agent explicitly refused to state any pricing figure or assumptions, saying it 'won't fabricate ... invent pricing details' (get_final_output) since no product was found. This behavioural item does not affect the fast grade. ``` - **Skipped** — Pricing is readable without interaction ```text Subject is a personal site with no pricing page; only foreign GitHub pricing was fetched. ``` - **Skipped** — Prices are stated, not gated ```text No subject pricing page fetched; GitHub pricing belongs to a different product. ``` - **Skipped** — Pricing units and limits are explicit ```text No subject pricing units or limits observed; no relevant pricing evidence fetched. ``` ### Activation - **Skipped** — An API reference or OpenAPI spec is reachable ```text No API reference or OpenAPI spec was fetched for jayoconnor.com. ``` - **Skipped** — An MCP server is documented and well-formed ```text No MCP server documentation for jayoconnor.com was fetched. ``` - **Skipped** — A CLI install path is documented ```text No CLI install path for jayoconnor.com was fetched. ``` - **Skipped** — SDK packages resolve on their registries ```text No jayoconnor.com SDK package registry result was fetched. ``` - **Skipped** — Agent skills are published ```text No agent skills published by jayoconnor.com were fetched. ``` [Full report data](https://www.ax-check.com/jayoconnor.com/report.json)