Lead Generation Dashboard

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Input Leads — Paste messy email/domain lines (one per line)

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\n \n Idle — paste leads and click Start Search\n

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Results 0

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Domain	Identified Company	Extracted CEO	Status
No results yet. Paste leads above and click Start Search.

\n\n \n\n\n","deleted",false,"label",[19],{"_33":34,"_13":19,"_35":36,"_37":-5,"_38":39,"_40":41,"_42":43,"_44":77,"_17":46,"_47":24,"_48":49,"_50":51,"_52":-5,"_65":78,"_18":79},{"_33":68,"_13":69,"_35":70,"_37":-5,"_38":39,"_40":71,"_42":43,"_44":72,"_17":46,"_47":73,"_48":74,"_50":51,"_52":-5,"_65":75,"_18":76},{"_33":57,"_13":58,"_35":59,"_37":-5,"_38":39,"_40":60,"_42":43,"_44":61,"_17":62,"_47":63,"_48":64,"_50":51,"_52":-5,"_65":66,"_18":67},"d486d81c-4941-41a9-a9c1-c5b0fcd4e90d","search.ts","2cdf1df2-78be-11f1-96ce-1607ee4eb77e",16,["D",1783290831107],13,"script","import Groq from \"npm:groq-sdk\";\n\n/**\n * Extracts a clean domain name from a messy input line.\n */\nfunction extractDomain(line: string): string {\n const trimmed = line.trim();\n if (!trimmed) return \"\";\n\n // 1) Try email-based extraction (most reliable)\n const emailMatch = trimmed.match(\n /[a-zA-Z0-9._%+-]+@([a-zA-Z0-9.-]+\\.[a-zA-Z]{2,})/,\n );\n if (emailMatch) return emailMatch[1].toLowerCase();\n\n // 2) Try bare domain match anywhere in the line\n const domainMatch = trimmed.match(\n /\\b([a-zA-Z0-9][a-zA-Z0-9-]*\\.[a-zA-Z]{2,}(?:\\.[a-zA-Z]{2,})?)\\b/,\n );\n if (domainMatch) return domainMatch[1].toLowerCase();\n\n return \"\";\n}\n\n/**\n * Calls Jina AI Search API with a given query and returns collected text snippets.\n */\nasync function jinaSearch(query: string): Promise {\n const res = await fetch(\n `https://s.jina.ai/${encodeURIComponent(query)}`,\n {\n headers: {\n \"Authorization\": `Bearer ${process.env.JINA_API_KEY}`,\n \"Accept\": \"application/json\",\n },\n },\n );\n\n if (!res.ok) {\n throw new Error(`Jina API returned ${res.status}`);\n }\n\n const data = await res.json();\n return (data.data || [])\n .map((d: { content?: string; text?: string }) => d.content || d.text || \"\")\n .join(\"\\n\\n\");\n}\n\n/**\n * Reads a URL's content via Jina Reader API.\n */\nasync function jinaRead(url: string): Promise {\n const res = await fetch(\n `https://r.jina.ai/${url}`,\n {\n headers: {\n \"Authorization\": `Bearer ${process.env.JINA_API_KEY}`,\n \"Accept\": \"application/json\",\n },\n },\n );\n\n if (!res.ok) return \"\";\n\n const data = await res.json();\n return data?.data?.content || data?.data?.text || \"\";\n}\n\n/**\n * Processes a single lead line through Jina AI search → Groq extraction.\n */\nexport async function processLead(line: string) {\n const domain = extractDomain(line);\n\n if (!domain) {\n return {\n domain: line.trim().substring(0, 60),\n company_name: \"Unknown\",\n ceo_name: \"Unknown\",\n confidence: \"low\",\n status: \"Error: No domain found\",\n };\n }\n\n try {\n // ── Step 1: Jina AI Live Search + Reader (parallel, capped for token limits) ──\n const primaryQuery = `${domain} top executives CEO founder`;\n\n console.log(`[LeadGen] Processing domain: ${domain}`);\n\n const [searchSnippets, leadershipSnippets, homepageContent, aboutContent] = await Promise.all([\n jinaSearch(primaryQuery).catch(() => \"\"),\n jinaSearch(`${domain} founder OR owner OR \"medical director\" OR CEO OR president OR director`).catch(() => \"\"),\n jinaRead(`https://${domain}`).catch(() => \"\"),\n jinaRead(`https://${domain}/about`).catch(() => \"\"),\n ]);\n\n // Cap each source to stay under Groq's 6000 TPM limit\n const searchCapped = searchSnippets.substring(0, 2000);\n const leadershipCapped = leadershipSnippets.substring(0, 1500);\n const homepageCapped = homepageContent.substring(0, 1000);\n const aboutCapped = aboutContent.substring(0, 1000);\n const combinedSnippets = [searchCapped, leadershipCapped, homepageCapped, aboutCapped]\n .filter((s) => s.trim())\n .join(\"\\n\\n---\\n\\n\");\n\n console.log(`[LeadGen] Snippet length: ${combinedSnippets.length}`);\n\n if (!combinedSnippets.trim()) {\n return {\n domain,\n company_name: \"Unknown\",\n ceo_name: \"Unknown\",\n confidence: \"low\",\n status: \"No search results found\",\n };\n }\n\n // ── Step 2: Groq AI Extraction ──\n const groq = new Groq({ apiKey: process.env.GROQ_API_KEY });\n\n const completion = await groq.chat.completions.create({\n model: \"llama-3.1-8b-instant\",\n messages: [\n {\n role: \"system\",\n content:\n `You identify the TOP executive of a company from search snippets.\\n\\n` +\n `TITLE RANKING (pick the highest available):\\n` +\n `1. CEO > 2. Founder/Co-Founder > 3. President > 4. Owner > 5. Managing/Executive Director > 6. Chairman > 7. Medical/Clinical Director > 8. Partner > 9. Director\\n\\n` +\n `FALLBACK CHAIN — you MUST check EVERY rank before returning Unknown:\\n` +\n `- Check for CEO. Found one? Pick them. DONE.\\n` +\n `- Check for Founder/Co-Founder. Found one? Pick them. DONE.\\n` +\n `- Check for President. Found one? Pick them. DONE.\\n` +\n `- Check for Owner/Proprietor. Found one? Pick them. DONE.\\n` +\n `- Check for Managing/Executive Director. Found one? Pick them. DONE.\\n` +\n `- Check for Chairman. Found one? Pick them. DONE.\\n` +\n `- Check for Medical Director / Clinical Director. Found one? Pick them. DONE. NOTE: For medical/dental/veterinary practices, Medical Director is often the TOP leader — do not skip this!\\n` +\n `- Check for Partner. Found one? Pick them. DONE.\\n` +\n `- Check for Director. Found one? Pick them. DONE.\\n` +\n `- ONLY after checking ALL 9 ranks and finding NOBODY, return \"Unknown\".\\n\\n` +\n `IMPORTANT: For medical practices, clinics, and healthcare companies, \"Medical Director\" or \"Clinical Director\" IS the top executive. Never return Unknown for a medical practice if a Medical Director is named.\\n\\n` +\n `KEY RULES:\\n` +\n `- The title must be AT THIS company (the company on domain \"${domain}\").\\n` +\n `- ANTI-PATTERN EXAMPLE: \"Joshua Dennis is CFO and has founded, run, and sold numerous companies\" → Joshua is CFO (not ranked) and \"founded numerous companies\" refers to OTHER companies, NOT this one. Do NOT pick him as founder. If Zachary Dennis is listed as President of this company, pick Zachary.\\n` +\n `- CFO, CTO, COO, VP are NOT in the ranking — skip them unless the person ALSO holds a ranked title at this company.\\n` +\n `- Accept \"founded by\", \"established by\", \"owned by\", \"started by\", \"led by\" as Founder/Owner — but ONLY when it refers to THIS company.\\n` +\n `- Do NOT pick doctors/staff unless they also have a ranked leadership title.\\n` +\n `- SMALL BUSINESS / SOLO PRACTICE: If one person's name dominates the website as the sole figurehead (their services, their story, their brand), treat that person as the owner/founder even without a formal title.\\n` +\n `- Use ONLY the provided snippets — no outside knowledge.\\n\\n` +\n `Return ONLY JSON: {\"company_name\": \"...\", \"ceo_name\": \"...\", \"confidence\": \"high|medium|low\", \"reasoning\": \"brief explanation\"}`,\n },\n {\n role: \"user\",\n content:\n `Snippets for \"${domain}\":\\n${combinedSnippets}\\n\\n` +\n `List ALL executives you can find, then pick the TOP one by hierarchy (CEO > Founder > President > Owner > Director > ...). ` +\n `Return ONLY JSON with company_name, ceo_name, confidence, and reasoning.`,\n },\n ],\n temperature: 0,\n max_tokens: 500,\n response_format: { type: \"json_object\" },\n });\n\n const content = completion.choices[0]?.message?.content || \"{}\";\n console.log(`[LeadGen] Groq response: ${content}`);\n\n let parsed: { company_name?: string; ceo_name?: string; confidence?: string };\n try {\n parsed = JSON.parse(content);\n } catch {\n const jsonMatch = content.match(/\\{[\\s\\S]*\\}/);\n parsed = jsonMatch ? 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