INPUTS. OUTPUTS. LIMITS.
Fixed cases, first outputs and individual acceptance checks. Access attempts stay visible without becoming quality scores.
8 distinct feature cases executed across 4 of 42 listed tools: 2 passed, 6 failed, 0 partial. Another 8 tools have access observations without submitted product-task outputs.
86 fixed cases are defined; 78 remain unexecuted. Public utilities and the signed-in Pomelli campaign feature have separate scopes. Real-SKU comparisons and connected store actions remain pending. Each case is counted once using its latest actual output; reused uAgentKit records do not create new executions.
Read the testing method · Editorial responsibility · Download all fixed plans
2026-10-04 · 2 initial submissions · Codex browser automation · Public utility
Two initial public-utility submissions with a synthetic desk-mat fact sheet. No catalog workspace, ecommerce agent workflow, bulk generation or store publishing was tested.
Both first outputs missed the fixed requirements: the normal case changed material wording and omitted bullets; the boundary case omitted evidence-gap and no-publication explanations.
2026-10-05 · 2 initial submissions · Codex browser automation · Public utility · Existing uAgentKit result reused
First free two-step patentability screens for a synthetic removable sensor bottle and an explicitly absent novel feature.
0/2 complete frozen cases passed; each passes 5/6 listed conditions. The 59/100 primary screen lacks native original-document links; the 0/100 boundary does not explicitly acknowledge the supplied missing feature before assessing it.
2026-10-05 · 2 initial submissions · Codex browser automation · Signed-in UI
Synthetic ecommerce campaign in the existing signed-in Pomelli workspace. Existing RoboSkin business profile is retained; this measures explicit product-brief handling under that configuration, not brand onboarding or a native marketplace integration.
The first images retained unrelated brand imagery; the boundary brief kept unsupported claims visibly unverified.
2026-10-05 · 2 initial submissions · Codex browser automation · Public utility
Two known-item native search checks. These additional utility cases do not execute or replace the prepared broad prior-art screening cases, and do not evaluate an AI agent or legal clearance.
Known-number lookup passed its three conditions and exposes the original publication. The exact number-plus-date query failed both cutoff conditions: it used a known-number redirect and still opened the 2003 document. This observation does not establish that all Google Patents date filters fail, or provide prior-art or infringement clearance.
| Tool | Actual feature outputs | Latest access observation | Account workflow |
|---|---|---|---|
| Pikpop · From our team | None recorded | blocked | Not executed |
| Helium Agent | None recorded | No access observation recorded | Not executed |
| Kalodata | None recorded | No access observation recorded | Not executed |
| Gorgias AI Agent | None recorded | No access observation recorded | Not executed |
| Shopify Sidekick | None recorded | No access observation recorded | Not executed |
| Creatify Agent | None recorded | No access observation recorded | Not executed |
| FastMoss MCP | None recorded | No access observation recorded | Not executed |
| Jungle Scout MCP | None recorded | No access observation recorded | Not executed |
| Tidio Lyro | None recorded | approval pending | Not executed |
| Triple Whale Moby | None recorded | No access observation recorded | Not executed |
| Rebuy | None recorded | No access observation recorded | Not executed |
| Klaviyo AI | None recorded | No access observation recorded | Not executed |
| Topview | None recorded | No access observation recorded | Not executed |
| Quartile | None recorded | No access observation recorded | Not executed |
| AdCreative.ai | None recorded | No access observation recorded | Not executed |
| Predis.ai | None recorded | non interactive demo | Not executed |
| Photoroom | None recorded | No access observation recorded | Not executed |
| Flair.ai | None recorded | No access observation recorded | Not executed |
| Botika | None recorded | No access observation recorded | Not executed |
| ZonGuru Helix | None recorded | No access observation recorded | Not executed |
| SellerApp | None recorded | prerequisite missing | Not executed |
| Perpetua | None recorded | No access observation recorded | Not executed |
| SmartScout | None recorded | No access observation recorded | Not executed |
| Nosto | None recorded | No access observation recorded | Not executed |
| Arcads | None recorded | No access observation recorded | Not executed |
| HeyGen | None recorded | blocked | Not executed |
| invideo | None recorded | No access observation recorded | Not executed |
| Runway | None recorded | No access observation recorded | Not executed |
| Claid.ai | None recorded | No access observation recorded | Not executed |
| Pebblely | None recorded | No access observation recorded | Not executed |
| Pixelcut | None recorded | approval pending | Not executed |
| Motion | None recorded | No access observation recorded | Not executed |
| Madgicx | None recorded | No access observation recorded | Not executed |
| Birch | None recorded | No access observation recorded | Not executed |
| Describely | None recorded | No access observation recorded | Not executed |
| Hypotenuse AI | Recorded; see exact feature scope | No access observation recorded | Not executed |
| LitCommerce | None recorded | No access observation recorded | Not executed |
| Google Pomelli | Recorded; see exact feature scope | No access observation recorded | Campaign feature recorded; real-SKU comparison pending |
| Lovart | None recorded | prerequisite missing | Not executed |
| Kling AI | None recorded | prerequisite missing | Not executed |
| Google Patents | Recorded; see exact feature scope | blocked | Not executed |
| Patsnap Patentability Grader | Recorded; see exact feature scope | No access observation recorded | Not executed |