{title}

[{"_1":2,"_3":-5,"_4":-5},"loaderData",{"_5":6,"_7":8,"_9":10},"actionData","errors","root",{"_258":259,"_260":261},"routes/_app.x.$handle.$name",{"_105":104,"_38":50,"_114":95,"_33":115,"_13":14,"_116":-5,"_11":117,"_118":119,"_120":121,"_122":123,"_124":125,"_26":-5,"_126":-5,"_127":-5,"_128":31,"_129":130,"_131":64,"_132":-5,"_133":-5,"_134":135},"routes/_app.x.$handle.$name.branch.$branch.version.$version.diff",{"_11":12,"_13":14,"_15":16,"_17":18,"_19":-5},"project",{"_48":49,"_38":50,"_43":51,"_52":-5,"_53":31,"_54":55,"_56":55,"_57":58,"_59":-5,"_19":60,"_61":62,"_63":64,"_65":-5,"_66":-5,"_67":68,"_69":70,"_71":72,"_73":74,"_75":76,"_77":-5,"_78":79,"_80":79,"_81":82,"_83":82,"_84":82,"_85":79,"_86":79,"_87":88,"_89":90,"_91":92,"_93":31},"version",15,"changes",[25],"aiChatInfo",{"_20":21,"_22":-5,"_23":-5,"_24":-5},"userId","aiChatMessageId","ad51428b-0e61-4c0a-8988-6d853c745940","aiChatThreadId","aiChatThreadUserId","aiChatThreadTitle",{"_26":27,"_28":29,"_30":31,"_32":31,"_33":34,"_35":34},"file",{"_36":37,"_38":34,"_39":26,"_40":42,"_43":44,"_45":14,"_46":47,"_30":31},"previous",{"_36":37,"_38":34,"_39":26,"_40":41},"deleted",false,"deletedHere","path","README.md","latestPath","fileId","01a02b72-4343-720e-b974-d4ca608b4c7d","name","fileType","content","# React + Hono Starter\n\nA minimal starter template for building client-side React apps with a Hono\nbackend on Val Town. Click **Remix** to get your own copy.\n\n## Picking a starter\n\n| Starter | When to pick it |\n| --- | --- |\n| [`basic-html-starter`](https://www.val.town/x/templates/basic-html-starter) | Static HTML pages. Sprinkle of vanilla JS. No server-side rendering. |\n| [`hono-jsx-starter`](https://www.val.town/x/templates/hono-jsx-starter) | Dynamic server-rendered HTML with JSX. API routes. No React, no SPA. |\n| **[`react-hono-starter`](https://www.val.town/x/templates/react-hono-starter)** *(you're here)* | Client-side React SPA with a Hono API backend. |\n\n**Want to build UI?** Start writing React components in\n[`frontend/components/`](/frontend/components/). Import them into `App.tsx` and\nyou're good to go. Styling is [Twind](https://twind.style/) — just use Tailwind\nutility classes, zero config.\n\n**Want to add an API?** Add routes in [`index.ts`](/index.ts) (there's a\ncommented-out example). Fetch them from your React components.\n\n## Architecture\n\n```mermaid\ngraph LR\n Browser -->|\"GET /\"| Hono[\"index.ts
(Hono server)\"]\n Hono -->|serves| HTML[\"root.tsx\"]\n HTML -->|loads| Entry[\"index.tsx\"]\n Entry -->|renders| App[\"App.tsx\"]\n App -->|renders| Counter[\"Counter.tsx\"]\n```\n\n## File structure\n\n```\nindex.ts ← Hono backend (serves frontend + API routes)\nfrontend/\n root.tsx ← HTML shell (stamps immutable asset URLs)\n index.tsx ← React entrypoint (mounts )\n favicon.svg ← App icon\n components/\n App.tsx ← Root component (layout + view source link)\n Counter.tsx ← Example component with state\n```\n\n## How it works\n\n1. **`index.ts`** is the HTTP entrypoint — a Hono server that serves the\n frontend and any API routes you add.\n2. **`frontend/root.tsx`** is the HTML shell — it loads Twind and stamps\n immutable asset URLs for the favicon and React entrypoint.\n3. **`frontend/index.tsx`** mounts the React app.\n4. **`frontend/components/App.tsx`** is the root layout — add new components\n alongside it.\n5. **`frontend/components/Counter.tsx`** is an example stateful component —\n replace it with your own!\n\n## Next steps\n\n- Add API routes in `index.ts`\n- Add new components in `frontend/components/`\n- Add a SQLite database — see the\n [React Hono Example](https://www.val.town/x/stevekrouse/reactHonoExample) for\n a full-stack example with database, queries, and shared types\n\nTemplate updates and upgrade paths for existing remixes: [CHANGELOG.md](/CHANGELOG.md)\n","# IS-REAL AI Sales OS — Market Hunter\n\nA production market-intelligence worker that continuously scans public web sources for\n**genuine furniture-buying opportunities in Nigeria** (Lagos, Ogun, Ibadan, Abuja), qualifies\nthem with Gemini, scores purchase intent, and stores them as actionable sales leads — with a\nlive dashboard and WhatsApp outreach links.\n\n**No fabricated buyers, contacts, prices, evidence, or opportunities. Ever.**\nAll contact details and values come only from public evidence surfaced by the hunter; anything\nnot publicly stated is stored as empty.\n\n## Live URL\n\nDashboard + API: **https://is-real-sales-os.val.run/**\n\n## What it does\n\n```mermaid\ngraph LR\n DDG[DuckDuckGo public search
classifieds / forums / tenders] -->|public hits| HUN\n HUN[Market Hunter
lib/hunter.ts] -->|evidence batches| GEM[Gemini
lib/gemini.ts]\n GEM -->|qualified + scored| SQL[(SQLite leads + hunts)]\n SQL --> WEB[Hono dashboard + API
index.ts]\n SQL --> WA[WhatsApp wa.me links
0916 072 6032]\n CRON[cron: 0 */4 * * *] --> HUN\n POST[POST /api/hunt] --> HUN\n```\n\n1. **Discover** — runs targeted searches of public web sources for buyer signals across\n product categories (sofas, wardrobes, beds, kitchen cabinets, office/hotel/salon/construction\n furniture). Surfaces only genuinely public pages.\n2. **Qualify & score** — batches evidence to Gemini, which returns strict JSON: opportunity\n requirement, location, optional contact fields (only when public), 0–100 intent score,\n optional opportunity value, confidence, and reject reasons.\n3. **Store** — qualified leads (intent ≥ 50) are written to the val's SQLite DB with a\n SHA-256 deduplication key; re-surfaced duplicates are counted and skipped, not re-stored.\n Hunt history is recorded too.\n4. **Act** — each lead carries a `wa.me` outreach link to IS-REAL's business WhatsApp\n 0916 072 6032, prefilled with an evidence-driven message referencing the prospect's\n requirement and IS-REAL's site.\n\n## Files\n\n| File | Type | Role |\n| --- | --- | --- |\n| `market-hunter.ts` | interval | Scheduled worker, runs on cron, logs structured results |\n| `lib/hunter.ts` | script | Orchestrator: discovery → Gemini → storage, SQLite schema, query helpers |\n| `lib/sources.ts` | script | Public-source discovery + parsing |\n| `lib/gemini.ts` | script | Gemini qualification/scoring (reads `GEMINI_API_KEY`) |\n| `index.ts` | http | Hono dashboard + API (manual hunt, leads, hunts, stats) |\n\n## Configuration (environment variables)\n\n- **`GEMINI_API_KEY`** (required) — Google AI Studio key used to qualify/score leads.\n Read securely at runtime via `Deno.env.get(\"GEMINI_API_KEY\")` — never hardcoded.\n- `MARKET_SOURCES` (optional) — comma-separated direct public URLs to hunt instead of search.\n- `MIN_INTENT_SCORE` (optional, default `50`) — minimum intent score to store a lead.\n- `QUERY_LIMIT` (optional, default `60`) — max search queries per hunt.\n\n👉 Add GEMINI_API_KEY here: https://www.val.town/x/isrealmodernfurniture/is-real-ai-sales-os/environment-variables?key=GEMINI_API_KEY\n\n## HTTP API\n\n- `GET /` — live dashboard (real leads + hunt history)\n- `POST /api/hunt` — run a market hunt now (manual trigger)\n- `GET /api/leads?status=&location=&q=&order=` — list leads\n- `GET /api/leads/:id` — single lead\n- `POST /api/leads/:id/status` — set lead status (form `status=new|contacted|quoted|closed|rejected`)\n- `GET /api/hunts` — hunt history\n- `GET /api/stats` — counts by status/location + latest hunt\n- `GET /api/config` — config status\n\n## Schedule\n\nThe worker runs automatically on a cron (every 4 hours, UTC). It can also be triggered from\nthe dashboard / `POST /api/hunt`, or run manually.\n\n## Verified behaviors\n\n- Gemini API key read via `Deno.env.get()` (secure). ✓\n- Real public-source discovery + Gemini qualification + scoring. ✓\n- SHA-256 deduplication; duplicates counted, not stored twice. ✓\n- Leads + hunt history persisted in project-scoped SQLite. ✓\n- Dashboard renders saved leads and latest hunt from the DB. ✓\n- WhatsApp outreach deep links use IS-REAL business line `09160726032` (`2349160726032`)\n and reference https://is-real-modern-furniture-gr29qv.v2.appdeploy.ai/ ✓\n- Strict no-fabrication rules enforced in the Gemini prompt and storage layer. ✓\n","createdAt",["D",1787618025544],"branchVersion","branchId","ac292285-e807-44ad-b932-d224d7a2bc0b","id","062aa035-2622-42e9-b197-d325a6afd62b","is-real-ai-sales-os",["D",1787435303615],"deletedAt","legacyEnvVars","privacy","public","httpPrivacy","description","IS-REAL AI client acquisition and sales automation OS","imageUrl","7f4d7826-53c8-4b3e-9b4f-1e07fc1853e4","pinnedFileId","01a02b72-4343-720e-b974-db3653f8238f","pinPreview",true,"pinMigrated","screenshotVersion","likeCount",0,"orgId","01a02b69-5d30-761f-af3c-cfbcd92a2566","tursoName","062aa035262242e9b197d325a6afd62b","tursoHostname","062aa035262242e9b197d325a6afd62b-val-town.aws-us-east-2.turso.io","tursoMeasuredAt",["D",1789521640046],"pinned","userPerm","r","valPerm","blobPerm","rw","emailPerm","sqlitePerm","projectPerm","telemetryPerm","user",{"_105":104,"_113":109},"org",{"_105":104,"_106":107,"_108":109,"_19":60,"_110":111,"_112":31},"branch",{"_13":94,"_38":95,"_48":47,"_96":49,"_97":-5,"_98":-5,"_99":-5,"_100":-5,"_101":-5,"_102":50,"_103":104},"isOwned",112,"main","projectId","forkedBranchId","forkedBranchVersion","forkedProjectPrivacy","forkedProjectId","forkedProjectOrgId","projectName","userHandle","isrealmodernfurniture","handle","displayName","IS-REAL Modern furniture","avatar","https://lh3.googleusercontent.com/a/ACg8ocLoG7wn933Ub4ABjB-fo6OOcMHznhw2GQGgVPJAJXagSLjgyeo7=s96-c","tier","free","canRestrictVals","profileImageUrl","branchName","","adoptOrgId",{"_48":49,"_38":50,"_43":253,"_52":-5,"_53":31,"_54":55,"_56":55,"_57":58,"_59":-5,"_19":60,"_61":62,"_63":64,"_65":-5,"_66":-5,"_67":68,"_69":70,"_71":72,"_73":74,"_75":254,"_77":-5,"_78":79,"_80":79,"_81":82,"_83":82,"_84":82,"_85":79,"_86":79,"_87":255,"_89":256,"_91":257,"_93":31},"tree",[194,196,200,201,202,203],"files",[194,195,196,197,198,199,200,201,202,203],"counts",{"_183":68,"_184":149,"_185":68,"_186":187,"_188":189},"contents",[136,137,138,139,140,141],"upstreamProject","upstreamBranch","emptyEnvVars","flags",[],"hasHttpFiles","grants","orgs","customDomains",{},{"_48":178,"_38":179,"_36":180,"_145":-5,"_46":47,"_45":149,"_147":64,"_43":181,"_13":68,"_39":176,"_40":-5,"_30":31,"_152":-5,"_33":182},{"_48":171,"_38":172,"_36":173,"_145":-5,"_46":47,"_45":174,"_147":64,"_43":175,"_13":68,"_39":176,"_40":-5,"_30":31,"_152":-5,"_33":177},{"_48":165,"_38":166,"_36":167,"_145":-5,"_46":47,"_45":149,"_147":64,"_43":168,"_13":68,"_39":26,"_40":169,"_30":31,"_152":-5,"_33":170},{"_48":162,"_38":34,"_36":37,"_145":-5,"_46":47,"_45":14,"_147":64,"_43":163,"_13":149,"_39":26,"_40":42,"_30":31,"_152":-5,"_33":164},{"_48":154,"_38":155,"_36":62,"_145":-5,"_46":47,"_45":156,"_147":31,"_43":157,"_13":149,"_39":158,"_40":159,"_30":31,"_152":160,"_33":161},{"_48":142,"_38":143,"_36":144,"_145":-5,"_46":47,"_45":146,"_147":31,"_43":148,"_13":149,"_39":150,"_40":151,"_30":31,"_152":-5,"_33":153},"8390c3b5-2799-43b0-8370-0eb3d812b47f","market-hunter.ts","68d53af0-9e73-11f1-9179-1607ee4eb77e","parentId",8,"latest",["D",1787616751409],1,"interval","// market-hunter.ts\n// Scheduled Market Hunt worker (fileType: interval). Runs automatically on the\n// cron schedule. Each execution discovers public furniture-buying evidence in\n// Nigeria, qualifies it with Gemini, stores qualified leads, and logs a clear\n// result. Invoking this file directly (e.g. via run_file) triggers one hunt.\n\nimport { runHunt } from \"./lib/hunter.ts\";\n\nexport default async function (interval: Interval) {\n console.log(\n `[market-hunter] scheduled run started. lastRunAt=${interval.lastRunAt ? interval.lastRunAt.toISOString() : \"(first run)\"}`,\n );\n\n const result = await runHunt({ source: \"cron\" });\n\n // Clear, structured result for the schedule trigger and for logs/observability.\n console.log(\n JSON.stringify({\n market_hunter: \"IS-REAL AI Sales OS\",\n run: result.status,\n ok: result.ok,\n huntId: result.huntId,\n triggeredBy: result.triggeredBy,\n startedAt: result.startedAt,\n finishedAt: result.finishedAt,\n queriesRun: result.queriesRun,\n hitsSeen: result.hitsSeen,\n qualifiedCandidates: result.candidates,\n newLeads: result.newLeads,\n duplicatesDeduped: result.duplicates,\n rejected: result.rejected,\n geminiConfigured: Boolean(Deno.env.get(\"GEMINI_API_KEY\")),\n error: result.error ?? null,\n }),\n );\n\n return result;\n}\n","label",[143],"13222669-3da6-4b4b-abdf-d99faa375f9a","index.ts",9,["D",1787618000005],"http","/** @jsxImportSource hono/jsx */\n// index.ts\n// IS-REAL AI Sales OS — Market Hunter HTTP dashboard + API.\n// Serves a live ops dashboard (real SQLite data) and REST endpoints, including a\n// manual \"Run Hunt Now\" trigger. Server-rendered with hono/jsx (no client SPA).\n\nimport { Hono } from \"npm:hono\";\nimport { parseVal } from \"https://esm.town/v/std/utils/index.ts\";\nimport {\n BUSINESS_WHATSAPP,\n businessWhatsApp,\n getLead,\n listHunts,\n listLeads,\n runHunt,\n setLeadStatus,\n stats,\n WEBSITE,\n} from \"./lib/hunter.ts\";\nimport type { LeadRow } from \"./lib/hunter.ts\";\n\nconst app = new Hono();\n\nconst VALID_STATUSES = [\"new\", \"contacted\", \"quoted\", \"closed\", \"rejected\"] as const;\n\nconst fmt = (n: number | null, cur = \"NGN\") =>\n n == null ? \"—\" : `${cur} ${Number(n).toLocaleString(\"en-NG\")}`;\n\nfunction Badge({ children, tone }: { children: unknown; tone?: string }) {\n const color =\n tone === \"error\"\n ? \"#e74c3c\"\n : tone === \"ok\"\n ? \"#27ae60\"\n : tone === \"warn\"\n ? \"#e67e22\"\n : \"#3498db\";\n return (\n \n {children}\n \n );\n}\n\nfunction Layout({ title, children }: { title: string; children: unknown }) {\n return (\n \n \n \n \n {title}\n

Diff · v15