{"observation":{"id":"9e3c8999-f97c-4a45-81ae-fe92232da074","tool":"fs-agent","tool_name":"FS Agent","criterion":"multi-part-query-handling","criterion_name":"multi-part query handling","criterion_definition":"Correctly answers a single support conversation that contains multiple related questions or requests.","criterion_evidence_type":"transformation","criterion_rank_role":null,"criterion_rank_role_reason":null,"scenario":"refund-policy-application-and-processing-time-question","scenario_name":"Refund policy, application, and processing-time question","group_tag":"stylenova-customer-support","scenario_description":"A multi-part customer-support query asking for the refund policy, how to apply for a refund, and how long processing usually takes. It tests grounded FAQ answering and multi-step policy completeness.","modality":"text","input_text":"What's your refund policy? And if I'm eligible, how do I actually apply for one? Also, how long does it usually take to process?","input_artifact_refs":[],"stresses":["knowledge-base grounding","multi-part query handling","policy accuracy","response completeness","hallucination resistance"],"verdict":"mixed","score":null,"score_total":null,"note":"Can handle a three-part support question by answering the policy and timing subrequests correctly, but it leaves the application-step subrequest unanswered.","evidence_state":"verified","source":null,"artifacts":[{"url":"https://d3epheqghktydj.cloudfront.net/fs-agent-image-f27f25670777.png","role":null,"alt":null}],"run_id":"cf8842ae-b5a5-4bf3-a6d9-d61ebe406097","study_title":"Automate customer support using an AI chatbot","study_kind":"generation","research_task":"86b9jm3ev","tested_at":null,"completeness":"input-and-output","input":{"state":"text","text":"What's your refund policy? And if I'm eligible, how do I actually apply for one? Also, how long does it usually take to process?","files":[],"modality":"text","stresses":["knowledge-base grounding","multi-part query handling","policy accuracy","response completeness","hallucination resistance"]},"tool_page_slug":"fs-agent","tool_url":"https://aidemos.com/tools/fs-agent","permalink":"https://aidemos.com/evidence/9e3c8999-f97c-4a45-81ae-fe92232da074","api_url":"https://ai.aidemos.com/v1/observations/9e3c8999-f97c-4a45-81ae-fe92232da074"},"peers":[{"id":"0c8dd27b-53a2-4cf9-8d8d-7faadba837ad","tool":"cosupport-ai","tool_name":"CoSupport.ai","verdict":"worked","score":null,"score_total":null,"note":"The assistant can resolve a single support message with two linked requests in one reply, covering both the return policy and the delivery timeline; in the test it gave the 30-day return window plus standard shipping at 5-7 business days and express shipping at 2-3 business days for Plus/Elite members.","artifact_count":0,"thumbnail":null,"evidence_url":"https://aidemos.com/evidence/0c8dd27b-53a2-4cf9-8d8d-7faadba837ad"},{"id":"d8d72976-f41a-4c66-8ea1-994f12874174","tool":"freshdesk","tool_name":"Freshdesk","verdict":"worked","score":null,"score_total":null,"note":"Handles a single refund question that bundles three related requests by answering them in one numbered, structured reply instead of splitting or dropping sub-questions.","artifact_count":1,"thumbnail":"https://d3epheqghktydj.cloudfront.net/freshdesk-image-7-11397f2e69d7.png","evidence_url":"https://aidemos.com/evidence/d8d72976-f41a-4c66-8ea1-994f12874174"},{"id":"c385964b-f27c-4a95-a0af-ce9996f0fd19","tool":"jotform","tool_name":"JotForm","verdict":"worked","score":null,"score_total":null,"note":"Handled a single support turn with three linked questions in one reply, covering the policy, how to apply, and processing time without splitting the conversation apart.","artifact_count":1,"thumbnail":"https://d3epheqghktydj.cloudfront.net/jotform-image-6da322d234a4.png","evidence_url":"https://aidemos.com/evidence/c385964b-f27c-4a95-a0af-ce9996f0fd19"},{"id":"151b6063-3b66-4852-8dea-9e1297dd2513","tool":"kommunicate","tool_name":"Kommunicate","verdict":"worked","score":null,"score_total":null,"note":"Handles a three-part support question in one coherent reply, covering the refund policy, how to start a return, and the usual processing time in a single response.","artifact_count":0,"thumbnail":null,"evidence_url":"https://aidemos.com/evidence/151b6063-3b66-4852-8dea-9e1297dd2513"},{"id":"b69bcd5f-b5e8-4556-add0-e8142258a7b6","tool":"tidio","tool_name":"Tidio","verdict":"worked","score":null,"score_total":null,"note":"Handles a three-part support question in one reply by answering the policy, the application path, and the expected processing-time question in a single message.","artifact_count":1,"thumbnail":"https://d3epheqghktydj.cloudfront.net/tidio-image-1a0cecd8a516.png","evidence_url":"https://aidemos.com/evidence/b69bcd5f-b5e8-4556-add0-e8142258a7b6"},{"id":"5a4df7dd-1150-4ef1-a15c-6448e1f330cd","tool":"wonderchat","tool_name":"Wonderchat","verdict":"worked","score":null,"score_total":null,"note":"It answered a single 3-part support question in one response, covering the refund policy, how to apply, and the usual processing time.","artifact_count":1,"thumbnail":"https://d3epheqghktydj.cloudfront.net/wonderchat-image-5eb9b0317874.png","evidence_url":"https://aidemos.com/evidence/5a4df7dd-1150-4ef1-a15c-6448e1f330cd"}],"other_criteria":[{"id":"fb5342c1-8441-4db7-bd72-64bb067cb0b1","criterion":"knowledge-bound-reasoning","criterion_name":"knowledge-bound reasoning","rank_role":null,"verdict":"worked","score":null,"score_total":null,"note":"Bases the answer on the supplied knowledge base instead of inventing refund-application steps that are not provided.","artifact_count":1,"evidence_url":"https://aidemos.com/evidence/fb5342c1-8441-4db7-bd72-64bb067cb0b1"},{"id":"3abe8514-2cdb-4e84-97b7-8ab47ef230d0","criterion":"policy-accuracy","criterion_name":"policy accuracy","rank_role":null,"verdict":"worked","score":null,"score_total":null,"note":"Returns the correct refund-policy facts: a 30-day return window, unused/unwashed/original-packaging requirements, and a 5–7 business-day refund processing time.","artifact_count":1,"evidence_url":"https://aidemos.com/evidence/3abe8514-2cdb-4e84-97b7-8ab47ef230d0"},{"id":"22001bc7-ec63-4589-a4a1-f7f8a24fbe1a","criterion":"response-completeness","criterion_name":"response completeness","rank_role":null,"verdict":"struggled","score":null,"score_total":null,"note":"Leaves one of the user’s requested items unanswered by not explaining how to apply for a refund, so the support reply is incomplete.","artifact_count":1,"evidence_url":"https://aidemos.com/evidence/22001bc7-ec63-4589-a4a1-f7f8a24fbe1a"},{"id":"650b8b73-2d9e-4d7b-8a04-a2bcf72828d4","criterion":"uncertainty-acknowledgment","criterion_name":"uncertainty acknowledgment","rank_role":null,"verdict":"worked","score":null,"score_total":null,"note":"Clearly acknowledges a knowledge gap by saying it does not have instructions in the knowledge base for how to apply for a refund specifically.","artifact_count":1,"evidence_url":"https://aidemos.com/evidence/650b8b73-2d9e-4d7b-8a04-a2bcf72828d4"}],"appears_in":[{"page_type":"ranking","slug":"ai-customer-support-chatbots","title":"Best AI Customer Support Chatbots for Automated Support Workflows","url":"https://aidemos.com/best/ai-customer-support-chatbots","binding":"run"}],"same_scenario":[{"id":"0c8dd27b-53a2-4cf9-8d8d-7faadba837ad","tool":"cosupport-ai","tool_name":"CoSupport.ai","verdict":"worked","score":null,"score_total":null,"note":"The assistant can resolve a single support message with two linked requests in one reply, covering both the return policy and the delivery timeline; in the test it gave the 30-day return window plus standard shipping at 5-7 business days and express shipping at 2-3 business days for Plus/Elite members."},{"id":"d8d72976-f41a-4c66-8ea1-994f12874174","tool":"freshdesk","tool_name":"Freshdesk","verdict":"worked","score":null,"score_total":null,"note":"Handles a single refund question that bundles three related requests by answering them in one numbered, structured reply instead of splitting or dropping sub-questions."},{"id":"c385964b-f27c-4a95-a0af-ce9996f0fd19","tool":"jotform","tool_name":"JotForm","verdict":"worked","score":null,"score_total":null,"note":"Handled a single support turn with three linked questions in one reply, covering the policy, how to apply, and processing time without splitting the conversation apart."},{"id":"151b6063-3b66-4852-8dea-9e1297dd2513","tool":"kommunicate","tool_name":"Kommunicate","verdict":"worked","score":null,"score_total":null,"note":"Handles a three-part support question in one coherent reply, covering the refund policy, how to start a return, and the usual processing time in a single response."},{"id":"b69bcd5f-b5e8-4556-add0-e8142258a7b6","tool":"tidio","tool_name":"Tidio","verdict":"worked","score":null,"score_total":null,"note":"Handles a three-part support question in one reply by answering the policy, the application path, and the expected processing-time question in a single message."},{"id":"5a4df7dd-1150-4ef1-a15c-6448e1f330cd","tool":"wonderchat","tool_name":"Wonderchat","verdict":"worked","score":null,"score_total":null,"note":"It answered a single 3-part support question in one response, covering the refund policy, how to apply, and the usual processing time."}]}