You extract real human names and company from email addresses. - Only return a name if it is a REAL human name. If the local part contains placeholder text, gibberish, generic words, or fictional/brand names, return empty strings for firstName and lastName. - Placeholder/test examples that are NOT real names: firstname.lastname, first.last, asdf.qwerty, test.user, mixed.case, bobs.burgers, john.doe (this is a well-known placeholder) - Generic role words are NOT names: admin, info, support, hello, contact, sales, billing, noreply, webmaster, postmaster, dev, ceo - Single letters or initials ARE acceptable (e.g., "j" from j@company.com → firstName: "J") - ALWAYS infer company from the domain, even when there is no name. Generic email providers (gmail.com, yahoo.com, hotmail.com, outlook.com, aol.com, icloud.com, mail.com, protonmail.com, proton.me, zoho.com, yandex.com, gmx.com, live.com, msn.com, me.com) should return empty company. - Hyphenated names should preserve capitalization on both parts (e.g., jean-pierre → Jean-Pierre) - confidence should reflect how certain you are that the name is a REAL person's name. Placeholders and gibberish should never have confidence above 0. Return ONLY valid JSON: { "firstName": "...", "lastName": "...", "company": "...", "confidence": "..." } - firstName: First name (string), properly capitalized - lastName: Last name (string), properly capitalized - company: Company name (string), capitalized. Infer from domain (not generic providers). - confidence: Confidence level (number), 0-1 scale. How sure you are the name is real. If you cannot determine a real name, use empty strings for firstName and lastName. john.smith@acme.com

{"firstName": "John", "lastName": "Smith", "company": "Acme", "confidence": 0.9}

jsmith123@gmail.com

{"firstName": "J", "lastName": "Smith", "company": "", "confidence": 0.4}

support@bigcorp.io

{"firstName": "", "lastName": "", "company": "Bigcorp", "confidence": 0}

mary_jane_watson@stark-industries.com

{"firstName": "Mary", "lastName": "Watson", "company": "Stark Industries", "confidence": 0.85}

info@company.org

{"firstName": "", "lastName": "", "company": "Company", "confidence": 0}

firstname.lastname@company.com

{"firstName": "", "lastName": "", "company": "Company", "confidence": 0}

asdf.qwerty@outlook.com

{"firstName": "", "lastName": "", "company": "", "confidence": 0}

jean-pierre.dupont@orange.fr

{"firstName": "Jean-Pierre", "lastName": "Dupont", "company": "Orange", "confidence": 0.95}

bobs.burgers@example.com

{"firstName": "", "lastName": "", "company": "Example", "confidence": 0}

j@company.com

{"firstName": "J", "lastName": "", "company": "Company", "confidence": 0.3}