Lead Generation Dashboard

[{"_1":2,"_3":-5,"_4":-5},"loaderData",{"_5":6,"_7":8,"_9":10},"actionData","errors","root",{"_186":187,"_188":189},"routes/_app.x.$handle.$name",{"_103":102,"_38":51,"_112":93,"_33":113,"_13":14,"_114":-5,"_11":115,"_116":117,"_118":119,"_120":121,"_122":123,"_26":-5,"_124":-5,"_125":-5,"_126":31,"_127":128,"_129":65,"_130":-5,"_131":-5,"_132":133},"routes/_app.x.$handle.$name.branch.$branch.version.$version.diff",{"_11":12,"_13":14,"_15":16,"_17":18,"_19":-5},"project",{"_49":50,"_38":51,"_44":52,"_53":-5,"_54":31,"_55":56,"_57":56,"_58":59,"_60":-5,"_19":61,"_62":63,"_64":65,"_66":-5,"_67":-5,"_68":69,"_70":71,"_72":-5,"_73":-5,"_74":-5,"_75":-5,"_76":77,"_78":77,"_79":80,"_81":80,"_82":80,"_83":77,"_84":77,"_85":86,"_87":88,"_89":90,"_91":31},"version",11,"changes",[25],"aiChatInfo",{"_20":21,"_22":-5,"_23":-5,"_24":-5},"userId","aiChatMessageId","94dab1ad-56d3-4cd8-879f-bb69959dd468","aiChatThreadId","aiChatThreadUserId","aiChatThreadTitle",{"_26":27,"_28":29,"_30":31,"_32":31,"_33":34,"_35":34},"file",{"_36":37,"_38":34,"_39":40,"_41":43,"_44":45,"_46":14,"_47":48,"_30":31},"previous",{"_36":37,"_38":34,"_39":40,"_41":42},"deleted",false,"deletedHere","path","search.ts","latestPath","fileId","2cdf1df2-78be-11f1-96ce-1607ee4eb77e","name","fileType","script","content","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: ${domain}`);\n\n const [searchSnippets, readerContent] = await Promise.all([\n jinaSearch(primaryQuery).catch(() => \"\"),\n jinaRead(`https://${domain}`).catch(() => \"\"),\n ]);\n\n // Cap each source to stay under Groq's 6000 TPM limit\n const searchCapped = searchSnippets.substring(0, 3500);\n const readerCapped = readerContent.substring(0, 2000);\n const combinedSnippets = [searchCapped, readerCapped]\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 are a data extraction assistant that identifies the TOP executive of a company from search snippets.\\n` +\n `EXECUTIVE HIERARCHY (highest to lowest priority):\\n` +\n ` 1. CEO (Chief Executive Officer)\\n` +\n ` 2. Founder / Co-Founder\\n` +\n ` 3. President\\n` +\n ` 4. Owner / Proprietor\\n` +\n ` 5. Managing Director / Executive Director\\n` +\n ` 6. Chairman\\n` +\n ` 7. Medical Director / Clinical Director\\n` +\n ` 8. Partner (founding or managing)\\n` +\n ` 9. Director (non-chairman)\\n\\n` +\n `PROCESS:\\n` +\n `Step 1: Scan ALL snippets and list EVERY person who holds a leadership/founding role AT THIS SPECIFIC COMPANY.\\n` +\n `Step 2: Rank them by the hierarchy above. The highest-ranking person is the answer for ceo_name.\\n` +\n `Step 3: If a person has multiple titles, use their highest one for ranking (e.g., \"Founder and CEO\" ranks as CEO).\\n\\n` +\n `CRITICAL RULES:\\n` +\n `- The title MUST be held AT THIS company. Do NOT pick someone because they have general experience like \"founded, run, and sold numerous companies\" — that describes their past, not their role at THIS company.\\n` +\n `- If someone is listed as CFO, CTO, COO, or another C-level role that is NOT CEO, they are NOT the top executive unless they ALSO hold CEO/President/Founder title at this company.\\n` +\n `- Accept contextual clues for THIS company specifically: \"founded [company name]\", \"established [company name]\", \"[person] started [company]\", \"[company] was founded by [person]\", \"[company] is owned by [person]\".\\n` +\n `- Do NOT pick someone who is only listed as a doctor, nurse, provider, therapist, or staff member WITHOUT any leadership/founding role at this company.\\n` +\n `- SMALL BUSINESSES / SOLE PROPRIETORSHIPS: If the website appears to be a small business, personal brand, or solo practice (e.g., coaching, consulting, wellness, fitness), and one person's name dominates the site as the primary figurehead, that person is likely the owner/founder. Look for patterns like: the site describes their services, their story, their approach — if one person is clearly the face of the business, treat them as the founder/owner.\\n` +\n `- If two people share the same rank (e.g., two Co-Founders), pick the one listed first or most prominently.\\n` +\n `- If NO person in the snippets has any leadership/founding role at this company, set ceo_name to \"Unknown\".\\n` +\n `- Use ONLY the provided snippets — no outside knowledge.\\n` +\n `- Include a \"reasoning\" field explaining who you found and why you picked them.\\n\\n` +\n `Return ONLY JSON: {\"company_name\": \"...\", \"ceo_name\": \"...\", \"confidence\": \"high|medium|low\", \"reasoning\": \"...\"}`,\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 ? JSON.parse(jsonMatch[0]) : {};\n }\n\n return {\n domain,\n company_name: parsed.company_name || \"Unknown\",\n ceo_name: parsed.ceo_name || \"Unknown\",\n confidence: parsed.confidence || \"low\",\n status: \"Completed\",\n };\n } catch (err: unknown) {\n const msg = err instanceof Error ? err.message : \"Processing failed\";\n console.error(`[LeadGen] Error for ${domain}: ${msg}`);\n return {\n domain,\n company_name: \"Unknown\",\n ceo_name: \"Unknown\",\n confidence: \"low\",\n status: `Error: ${msg}`,\n };\n }\n}\n","import Groq from \"npm:groq-sdk\";\n\n/**\n * Extracts a clean domain name from a messy input line.\n */\nfunction extractDomain(line: string): string {\n const trimmed = line.trim();\n if (!trimmed) return \"\";\n\n // 1) Try email-based extraction (most reliable)\n const emailMatch = trimmed.match(\n /[a-zA-Z0-9._%+-]+@([a-zA-Z0-9.-]+\\.[a-zA-Z]{2,})/,\n );\n if (emailMatch) return emailMatch[1].toLowerCase();\n\n // 2) Try bare domain match anywhere in the line\n const domainMatch = trimmed.match(\n /\\b([a-zA-Z0-9][a-zA-Z0-9-]*\\.[a-zA-Z]{2,}(?:\\.[a-zA-Z]{2,})?)\\b/,\n );\n if (domainMatch) return domainMatch[1].toLowerCase();\n\n return \"\";\n}\n\n/**\n * Calls Jina AI Search API with a given query and returns collected text snippets.\n */\nasync function jinaSearch(query: string): Promise {\n const res = await fetch(\n `https://s.jina.ai/${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: ${domain}`);\n\n const [searchSnippets, readerContent] = await Promise.all([\n jinaSearch(primaryQuery).catch(() => \"\"),\n jinaRead(`https://${domain}`).catch(() => \"\"),\n ]);\n\n // Cap each source to stay under Groq's 6000 TPM limit\n const searchCapped = searchSnippets.substring(0, 3500);\n const readerCapped = readerContent.substring(0, 2000);\n const combinedSnippets = [searchCapped, readerCapped]\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 — follow this exactly:\\n` +\n `- Is anyone listed as CEO? → Pick them. DONE.\\n` +\n `- No CEO? Is anyone listed as Founder or Co-Founder? → Pick them. DONE.\\n` +\n `- No Founder? Is anyone listed as President? → Pick them. DONE.\\n` +\n `- No President? Is anyone an Owner or Proprietor? → Pick them. DONE.\\n` +\n `- Continue down the ranking until you find someone with a title.\\n` +\n `- ONLY if NOBODY has ANY title from the list, return \"Unknown\".\\n\\n` +\n `IMPORTANT: President, Owner, Founder, and Managing Director are ALL top executives. If the highest title you find is President, that person IS the answer — do not return Unknown just because no CEO exists.\\n\\n` +\n `KEY RULES:\\n` +\n `- The title must be AT THIS company. \"CFO who previously founded other companies\" does NOT count as founder of this company.\\n` +\n `- CFO, CTO, COO, VP are NOT in the ranking — skip them unless the person ALSO holds a ranked title.\\n` +\n `- Accept \"founded by\", \"established by\", \"owned by\", \"started by\", \"led by\" as Founder/Owner.\\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 ? JSON.parse(jsonMatch[0]) : {};\n }\n\n return {\n domain,\n company_name: parsed.company_name || \"Unknown\",\n ceo_name: parsed.ceo_name || \"Unknown\",\n confidence: parsed.confidence || \"low\",\n status: \"Completed\",\n };\n } catch (err: unknown) {\n const msg = err instanceof Error ? err.message : \"Processing failed\";\n console.error(`[LeadGen] Error for ${domain}: ${msg}`);\n return {\n domain,\n company_name: \"Unknown\",\n ceo_name: \"Unknown\",\n confidence: \"low\",\n status: `Error: ${msg}`,\n };\n }\n}\n","createdAt",["D",1783290651507],"branchVersion","branchId","8d40dc7e-3544-479e-96a8-7e4039121256","id","746a9a02-5a72-457d-83cd-8ff4f873e3a4","lead-gen-dashboard",["D",1783289216785],"deletedAt","legacyEnvVars","privacy","public","httpPrivacy","description","Live-searching lead generation dashboard with Jina AI + Groq","imageUrl","867689d7-0b6b-413a-9ddc-f4f1171c070f","pinnedFileId","2ef67aa4-78be-11f1-8509-1607ee4eb77e","pinPreview",true,"pinMigrated","screenshotVersion","likeCount",0,"orgId","019f344d-3edf-72f3-956c-0b77cc82cec4","tursoName","tursoHostname","tursoMeasuredAt","pinned","userPerm","r","valPerm","blobPerm","rw","emailPerm","sqlitePerm","projectPerm","telemetryPerm","user",{"_103":102,"_111":107},"org",{"_103":102,"_104":105,"_106":107,"_19":61,"_108":109,"_110":31},"branch",{"_13":92,"_38":93,"_49":48,"_94":50,"_95":-5,"_96":-5,"_97":-5,"_98":-5,"_99":-5,"_100":51,"_101":102},"isOwned",16,"main","projectId","forkedBranchId","forkedBranchVersion","forkedProjectPrivacy","forkedProjectId","forkedProjectOrgId","projectName","userHandle","oraclejnr1","handle","displayName","Oracle Jnr","avatar","https://lh3.googleusercontent.com/a/ACg8ocKO6TE5vPVm0NbFfCTmT57Igsry1Ipu0FkakvOTaf-Lev3wHg=s96-c","tier","free","canRestrictVals","profileImageUrl","branchName","","adoptOrgId",{"_49":50,"_38":51,"_44":182,"_53":-5,"_54":31,"_55":56,"_57":56,"_58":59,"_60":-5,"_19":61,"_62":63,"_64":65,"_66":-5,"_67":-5,"_68":69,"_70":71,"_72":-5,"_73":-5,"_74":-5,"_75":-5,"_76":77,"_78":77,"_79":80,"_81":80,"_82":80,"_83":77,"_84":77,"_85":183,"_87":184,"_89":185,"_91":31},"tree",[169,170,171],"files",[169,170,171],"counts",{"_158":69,"_159":154,"_160":69,"_161":162,"_163":164},"contents",[134,135,136],"upstreamProject","upstreamBranch","emptyEnvVars","flags",[],"hasHttpFiles","grants","orgs","customDomains",{},{"_49":151,"_38":152,"_36":153,"_138":-5,"_47":48,"_46":154,"_139":65,"_44":155,"_13":69,"_39":26,"_41":156,"_30":31,"_142":-5,"_33":157},{"_49":144,"_38":145,"_36":63,"_138":-5,"_47":48,"_46":146,"_139":65,"_44":147,"_13":69,"_39":148,"_41":149,"_30":31,"_142":-5,"_33":150},{"_49":137,"_38":34,"_36":37,"_138":-5,"_47":48,"_46":14,"_139":31,"_44":140,"_13":141,"_39":40,"_41":43,"_30":31,"_142":-5,"_33":143},"87d6d74a-5d73-4a2a-909a-784f5736ff9b","parentId","latest",["D",1783290651507],8,"label",[34],"cfbc959c-c319-4249-b489-24996d4ac799","main.ts",3,["D",1783289365210],"http","import { readFile } from \"https://esm.town/v/std/utils/index.ts\";\nimport { processLead } from \"./search.ts\";\n\nexport default async function(req: Request): Promise {\n // ── API: POST to process a single lead line ──\n if (req.method === \"POST\") {\n try {\n const body = await req.json();\n const result = await processLead(body.line || \"\");\n return Response.json(result);\n } catch (err: unknown) {\n const msg = err instanceof Error ? err.message : \"Server error\";\n return Response.json({ error: msg }, { status: 500 });\n }\n }\n\n // ── Serve the dashboard HTML ──\n const html = await readFile(\"index.html\");\n return new Response(html, {\n headers: { \"Content-Type\": \"text/html; charset=utf-8\" },\n });\n}\n",[145],"cb567877-c43a-416d-bc7c-14bbe18fdb54","index.html","265e020e-78be-11f1-8d3c-1607ee4eb77e",1,["D",1783289350784],"\n\n\n \n \n Lead Generation Dashboard\n \n\n\n

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

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\n \n \n \n \n

\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.

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Diff · v11