{"observation":{"id":"66c7dd56-67e8-49af-a01f-45c8c8045a4b","tool":"clay","tool_name":"Clay","criterion":"ease-of-use","criterion_name":"Ease of Use","criterion_definition":"Whether a creator with no design or technical background can complete the workflow without external help.","criterion_evidence_type":"capability","criterion_rank_role":"context","criterion_rank_role_reason":"Ease of use affects adoption, but a harder workflow does not mean the tool is worse at the outreach task itself. (3 of 3 judges)","scenario":"aditya-nichite-prospect-lookup","scenario_name":"Aditya Nichite prospect lookup","group_tag":"prospect-search","scenario_description":"Direct people/prospect search for Aditya Nichite to test known-prospect retrieval and compare how well tools return validated contact records.","modality":"text","input_text":"Aditya Nichite","input_artifact_refs":[],"stresses":[],"verdict":"failed","score":null,"score_total":null,"note":"Clay's Chrome extension does not work on LinkedIn profile pages, so users cannot research a prospect in place; on the tested profile it returned a warning that the extension is not available on LinkedIn.","evidence_state":"verified","source":"first-party","artifacts":[{"url":"https://d3epheqghktydj.cloudfront.net/clay-linkedin-profile-clay-extension-warning.png","role":null,"alt":"LinkedIn profile with Clay extension unavailable warning."}],"run_id":"9e5960d0-1a72-4f29-9e1e-c7fc96120e61","study_title":"AI Outreach","study_kind":"backfill","research_task":"86ba3udqq","tested_at":"2026-06-15T11:49:09.158000+00:00","completeness":"input-and-output","input":{"state":"text","text":"Aditya Nichite","files":[],"modality":"text","stresses":[]},"tool_page_slug":"clay","tool_url":"https://aidemos.com/tools/clay","permalink":"https://aidemos.com/evidence/66c7dd56-67e8-49af-a01f-45c8c8045a4b","api_url":"https://ai.aidemos.com/v1/observations/66c7dd56-67e8-49af-a01f-45c8c8045a4b"},"peers":[{"id":"021dd042-2f05-4960-8f84-d53627a415c8","tool":"hunter","tool_name":"Hunter","verdict":"failed","score":null,"score_total":null,"note":"The LinkedIn extension does not complete contact discovery in place; it replaces the profile view with a prompt to use Email Finder, adding an extra workflow step instead of returning a contact inline.","artifact_count":1,"thumbnail":"https://d3epheqghktydj.cloudfront.net/hunter-hunter-linkedin-unavailable-popup.png","evidence_url":"https://aidemos.com/evidence/021dd042-2f05-4960-8f84-d53627a415c8"}],"other_criteria":[{"id":"ea74fe2b-30b8-450f-945d-ab1405a7d146","criterion":"people-search","criterion_name":"People Search","rank_role":"decisive","verdict":"worked","score":null,"score_total":null,"note":"The people search can return 1 matching prospect record with name, company, job title, location, and LinkedIn URL, which is enough to validate a known contact.","artifact_count":1,"evidence_url":"https://aidemos.com/evidence/ea74fe2b-30b8-450f-945d-ab1405a7d146"},{"id":"2199aa20-f144-4268-9fb6-9e7038afacf4","criterion":"people-search","criterion_name":"People Search","rank_role":"decisive","verdict":"struggled","score":null,"score_total":null,"note":"People search does not expose email or phone directly in the result table; contact data requires a separate enrichment step before outreach.","artifact_count":1,"evidence_url":"https://aidemos.com/evidence/2199aa20-f144-4268-9fb6-9e7038afacf4"}],"appears_in":[{"page_type":"ranking","slug":"cold-email-tools","title":"Best AI Tools for Outreach Prospecting and Personalized Cold Email","url":"https://aidemos.com/best/cold-email-tools","binding":"run"}],"same_scenario":[{"id":"021dd042-2f05-4960-8f84-d53627a415c8","tool":"hunter","tool_name":"Hunter","verdict":"failed","score":null,"score_total":null,"note":"The LinkedIn extension does not complete contact discovery in place; it replaces the profile view with a prompt to use Email Finder, adding an extra workflow step instead of returning a contact inline."}]}