"AI-Powered" Property Price Prediction Tool (Demonstrator)
"AI-Powered" Price Prediction
Enter property features and click "Predict Price (Demo)" on the previous tab.
CRITICAL DISCLAIMERS & NOTES:
- ILLUSTRATIVE DEMO ONLY: This tool uses a highly simplified, rule-based mock algorithm, NOT real Artificial Intelligence or machine learning.
- NOT FOR REAL-WORLD USE: The generated prediction is purely illustrative and should NEVER be used for making actual financial decisions, property transactions, or any real-world property valuation or pricing.
- OVERSIMPLIFIED LOGIC: Real estate price prediction is extremely complex, involving many factors not considered here (e.g., specific micro-location features, recent comparable sales data, detailed interior/exterior features, school districts, economic indicators, interest rates).
- NO GUARANTEE OF ACCURACY: The mock logic is arbitrary and designed for demonstration. There is no guarantee that its output reflects any true market value or future price.
- CONSULT PROFESSIONALS: ALWAYS consult with qualified real estate agents, appraisers, and financial advisors for accurate property valuations, market analysis, and investment advice.
$${lowerBound.toLocaleString(undefined, {minimumFractionDigits:0, maximumFractionDigits:0})} - $${upperBound.toLocaleString(undefined, {minimumFractionDigits:0, maximumFractionDigits:0})}
(Central Estimate: $${predictedValue.toLocaleString(undefined, {minimumFractionDigits:0, maximumFractionDigits:0})})
`; notesContainerEl.style.display = 'block'; downloadPdfBtn.style.display = 'block'; } // --- PDF Download --- downloadPdfBtn?.addEventListener('click', function () { const { jsPDF } = window.jspdf; const pdfOutputArea = document.getElementById('aipPdfOutputArea'); if (!pdfOutputArea || predictionResultsEl.innerHTML.includes("Please enter property features")) { alert('Please predict the price first before downloading PDF.'); return; } document.getElementById('aipNotesContainer').style.display = 'block'; document.getElementById('aipInputSummaryForPdf').style.display = 'block'; document.getElementById('aipPredictionFactorBreakdown').style.display = 'block'; html2canvas(pdfOutputArea, { scale: 1.5, useCORS: true, backgroundColor: '#ffffff', windowWidth: pdfOutputArea.scrollWidth }) .then(canvas => { const imgData = canvas.toDataURL('image/jpeg', 0.9); const pdf = new jsPDF({ orientation: 'portrait', unit: 'pt', format: 'a4' }); const pdfWidth = pdf.internal.pageSize.getWidth(); const pdfHeight = pdf.internal.pageSize.getHeight(); const margin = 30; let contentWidth = pdfWidth - 2 * margin; const canvasWidth = canvas.width; const canvasHeight = canvas.height; const ratio = canvasWidth / canvasHeight; let imgWidth = contentWidth; let imgHeight = imgWidth / ratio; if (imgHeight > pdfHeight - 2 * margin) { imgHeight = pdfHeight - 2 * margin; imgWidth = imgHeight * ratio; if (imgWidth > contentWidth) { imgWidth = contentWidth; imgHeight = imgWidth / ratio; } } const x = (pdfWidth - imgWidth) / 2; pdf.addImage(imgData, 'JPEG', x, margin, imgWidth, imgHeight, undefined, 'MEDIUM'); pdf.save('AI_Property_Prediction_Demo.pdf'); }) .catch(err => { console.error("Error generating PDF:", err); alert("Error generating PDF. See console for details."); }); }); function escapeHtml(unsafe) { if (typeof unsafe !== 'string') return unsafe === undefined || unsafe === null ? '' : String(unsafe); return unsafe.replace(/&/g, "&").replace(//g, ">").replace(/"/g, """).replace(/'/g, "'"); } switchTab('propertyInputTab'); });