{"observation":{"id":"d93d7dba-c052-4af6-9133-9d7d716ca186","tool":"hunter","tool_name":"Hunter","criterion":"ability-to-locate-email","criterion_name":"Ability to locate email","criterion_definition":"Whether the tool can find and return an email address for the intended prospect when one is available.","criterion_evidence_type":"transformation","criterion_rank_role":"decisive","criterion_rank_role_reason":"Outbound outreach depends on finding a real email for the intended prospect; if the tool cannot do that, it fails a core part of the job. (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":"worked","score":null,"score_total":null,"note":"A direct name-and-domain lookup can return a usable person email address; the search produced ajay.vekhande@futuresmart.ai for Ajay Vekhande.","evidence_state":"verified","source":"first-party","artifacts":[{"url":"https://d3epheqghktydj.cloudfront.net/hunter-hunter-futuresmart-email-results.jpg","role":"output","alt":"Hunter company email results for futuresmart.ai"}],"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":"hunter","tool_url":"https://aidemos.com/tools/hunter","permalink":"https://aidemos.com/evidence/d93d7dba-c052-4af6-9133-9d7d716ca186","api_url":"https://ai.aidemos.com/v1/observations/d93d7dba-c052-4af6-9133-9d7d716ca186"},"peers":[{"id":"49ba2ae7-2c59-4799-bafc-24b6fdcbb47f","tool":"apollo","tool_name":"Apollo","verdict":"worked","score":null,"score_total":null,"note":"Apollo returned a usable work email, tytus@tidio.net, for the intended prospect through the LinkedIn/browser extension workflow.","artifact_count":1,"thumbnail":"https://d3epheqghktydj.cloudfront.net/apollo-linkedin-plus-apollo-contact-panel-tytus-golas.png","evidence_url":"https://aidemos.com/evidence/49ba2ae7-2c59-4799-bafc-24b6fdcbb47f"}],"other_criteria":[{"id":"021dd042-2f05-4960-8f84-d53627a415c8","criterion":"ease-of-use","criterion_name":"Ease of Use","rank_role":"context","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,"evidence_url":"https://aidemos.com/evidence/021dd042-2f05-4960-8f84-d53627a415c8"},{"id":"19d2fd29-93ee-4d81-af1b-c2f86265a0c2","criterion":"job-information","criterion_name":"Job information","rank_role":"context","verdict":"worked","score":null,"score_total":null,"note":"The result includes the person’s role, Software Tester, so users can validate the contact before outreach.","artifact_count":1,"evidence_url":"https://aidemos.com/evidence/19d2fd29-93ee-4d81-af1b-c2f86265a0c2"},{"id":"9862c631-7bbc-497f-aeff-2ce360bac2a7","criterion":"people-search","criterion_name":"People Search","rank_role":"decisive","verdict":"failed","score":null,"score_total":null,"note":"Hunter can fail to validate a known prospect entirely when its data is thin; for this lookup it returned no email address and explicitly said it did not have enough data for tidio.com.","artifact_count":1,"evidence_url":"https://aidemos.com/evidence/9862c631-7bbc-497f-aeff-2ce360bac2a7"},{"id":"f78e429b-d34d-4579-a527-e18befdc5833","criterion":"people-search","criterion_name":"People Search","rank_role":"decisive","verdict":"worked","score":null,"score_total":null,"note":"Hunter can resolve a known-prospect query into a contact record with validation context: one people search returned a contact record with additional details and confidence signals.","artifact_count":1,"evidence_url":"https://aidemos.com/evidence/f78e429b-d34d-4579-a527-e18befdc5833"}],"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":"49ba2ae7-2c59-4799-bafc-24b6fdcbb47f","tool":"apollo","tool_name":"Apollo","verdict":"worked","score":null,"score_total":null,"note":"Apollo returned a usable work email, tytus@tidio.net, for the intended prospect through the LinkedIn/browser extension workflow."}]}