+ ȰiRt^RIt^RIt^RIt^RIt^RIHt^RIHt]!R4t]R, R, t Rt ]R, t .ROt R t R tR tR tRR lt]R8Xdg]!] P)R44t]'d>]R,t]!R]P0 24]!]4t]'d]!R] 24R#R#]!R4R#R#)zi PHT Enrichment Pipeline Finds contacts at target companies and verifies emails Created: March 11, 2026 N)Path)datetimez*/Users/max/.openclaw/workspace/postharvest automationdata(fda8536970076bc3228c5b5fa6e19fdc407c43c9z .apollo-keyca RpRVR\R^ /p\P!W^ R7pVP4VP 4pVPR4'Ed5VR,PR.4p.pVEFpVPRR 4P 4o \ ;QJd#V 3R l\4F 'gK R M R M!V 3R l\44'gKnVPR VPRR 4 RVPRR 4 2P4RVPRR 4RVPRR 4RVPR/4PR4R8HRVPR^4RR/4EK V#.# \dp\RT RT 24.uRp?#Rp?ii;i)z1 Search for contacts at a domain using Hunter.io z&https://api.hunter.io/v2/domain-searchdomainapi_keylimitparamstimeoutremailspositionc3,<"TF qS9xK R#5iN).0rolers& E/Users/max/.openclaw/workspace/postharvest/automation/2_enrichment.py )search_contacts_hunter..9sALDx'LsTFname first_name last_nametitleemailvalueverified verificationresult deliverable confidencesourcehunteru ⚠ Hunter error for : N) HUNTER_KEYrequestsgetraise_for_statusjsonlowerany TARGET_ROLESappendstrip Exceptionprint) rurlr responserrcontactsrers & @rsearch_contacts_hunterr8"s 3C&:F <<B?!!#}} 88F  &\%%h3FH 99Z4::<3ALA333ALAAAOO599\2#>"?q;XZA[@\ ] c c e:r!:7B!7"EIInb$A$E$Eh$OS`$`$eii a&@ ( % O  (1#67 s8AF!A$FF,B(FF F?"F:4F?:F?cRpRVR\/p\P!W^ R7pVP4VP 4pVPR4'd=VR,PR4pVR,PR^4pRVR 8HRVRV/#RR R^RR /# \ d$p\ R T R T 24RR R^RR/uRp?#Rp?ii;i)z) Verify an email address using Hunter.io z'https://api.hunter.io/v2/email-verifierrr r rr"scorevalidr#Funknownu ⚠ Verification error for r'errorN)r(r)r*r+r,r2r3)rr4r r5rr"r:r7s& rverify_email_hunterr>Ks 4C:F ?<<B?!!#}} 88F  &\%%h/FL$$Wa0E=0&  Hi@@ ? .ugRs;<Hg>>?s$B B!B!! C,C C CcjVP4p\\4Fwr#W19gK Vu# R#)zD Rank contact priority based on title Lower score = higher priority i)r- enumerater/)r title_lowerirs& rrank_contact_by_titlerCjs0 ++-K\*  H+ c \RV 24\RV 24\V4pV'g\R4.#\R\V4 R24VPRR7VR,p.pVEF!pVR ,'d>VP V4\R VR , R VR , RVR, R24KP\ VR,4p\ P!R4VR,'dgVR,^F8dYRVR &VR,VR&VP V4\R VR , R VR , RVR, RVR, R2 4K\RVR , R VR , RVR, RVR, R2 4EK$ V'g\RV 24V#\R\V4 R24V#)zU Find and verify contacts for a company Returns top 3 contacts with verified emails u 📧 Enriching: z Domain: u ⚠ No contacts foundz Found z potential contactsc:\VR,4VR,)3#)rr$)rC)xs&r enrich_company..s!6qz!BQ|_DT UrD)key:NNr u ✓ rz (rz) - rz [verified]g?r;r:Tverification_scorez [verified: z%]u ✗ z [failed: r"]u ⚠ No verified contacts for u ✅ z verified contacts)r3r8lensortr0r>timesleep) company_namerr6 top_contactsverified_contactscontactr!s&& renrich_companyrVws  |n -. Kx !&f-H  (*  Ic(m_$7 89 MMUMVB")D&* #0.s4]P\1~5F5FP\sz Saved: u ⚠ No contacts enriched) rRrr[r\rrrr r$rLr%r])r3opencsv DictReaderlistrNr@rVr*rnow isoformatextendrPrQstrftimeDATA_DIR DictWriter writeheader writerowssetstr) discovery_file output_file companiesfreader all_contactsrBcompanyr6rU timestamprawriters && rrun_enrichmentr|s@ &( J~& '(I ncG 4 4"L  5 $S^$4 56L 1-  A3aI'q)*! N # H    G&-n&=GN # ' 1GH !(Y!;GI $+KK b$AGL !'/||~'?'?'AGO $   H% 1 '., LLN++O< #5i[!EE  +sB A AQJJ^^A=F      \ * B *, #C $5#678 ,S4]P\4]1]-^,_`a ;-(); *+e 5 4 4FB As"I'3=I;' I8 ; J __main__zdiscovered_*.csvzUsing latest discovery: u 📁 Output: z3No discovery files found. Run 1_discovery.py first.)zquality managerzoperations managerzproduction managerztechnical managerzfacility managerzgeneral managerr)__doc__rfr,r)rPpathlibrr WORKSPACErmr(APOLLO_KEY_FILEr/r8r>rCrVr|__name__sortedglobdiscovery_fileslatestr3rr"rrDrrs   = > | #f ,8 m+ 'R?> 1f?B zX]]+=>?O $ ( 67'  OF8, -  CDrD