tag or CMS SEO title field","method":"Website editor, Shopify SEO fields, or WordPress SEO plugin","steps":["Open your page editor or SEO settings.","Set title to 30–70 characters.","Include brand + product + key benefit.","Save and re-scan to verify."]},"title_long":{"message":"Page title may be truncated in AI citations","suggestion":"Shorten while keeping the most important keywords at the start.","fixWhere":"HTML <title> tag","method":"CMS SEO title field","steps":["Edit SEO title to under 70 characters.","Lead with brand and primary keyword.","Remove filler words at the end."]},"meta_missing":{"message":"Meta description missing or too short","suggestion":"Write 120–160 characters summarizing value and target audience.","fixWhere":"Meta description field in page head","method":"CMS SEO settings or HTML <meta name=\"description\">","steps":["Open SEO/meta settings for this URL.","Write 2 sentences: who it's for + key benefit.","Keep between 120–160 characters.","Publish changes."]},"h1_missing":{"message":"No H1 heading found on the page","suggestion":"Add one clear H1 that states the page's main topic.","fixWhere":"Main content area — top of page body","method":"Page builder, theme editor, or HTML","steps":["Add a single H1 at the top of main content.","Match H1 to primary search/AI query intent.","Do not use multiple H1 tags."]},"content_thin":{"message":"Content is too thin for generative engines","suggestion":"Expand to 300+ words with specs, use cases, and FAQs.","fixWhere":"Main body content below H1","method":"CMS page editor or product description field","steps":["Add 2–3 short paragraphs on use cases.","Add bullet list of specs or features.","Add 3 FAQ questions and answers.","Re-scan after publishing."]},"content_light":{"message":"Content could be richer for AI citations","suggestion":"Add comparison points, FAQs, and differentiation vs alternatives.","fixWhere":"Body content and FAQ section","method":"Page editor or blog section","steps":["Add FAQ block with 3+ questions.","Add bullets for specs or benefits.","Mention who should and should not buy."]},"schema_missing":{"message":"No Schema.org structured data detected","suggestion":"Add JSON-LD for Product, Organization, or Article.","fixWhere":"Page <head> or via SEO plugin","method":"SEO plugin (Shopify, WordPress) or manual JSON-LD script","steps":["Choose schema type: Product, Organization, or Article.","Add JSON-LD in head or plugin.","Validate with Google Rich Results Test.","Re-scan after deployment."]},"og_missing":{"message":"Open Graph tags missing","suggestion":"Add og:title, og:description, og:image.","fixWhere":"Page <head> meta tags","method":"SEO plugin or theme social settings","steps":["Set OG title and description.","Upload a 1200×630 social image.","Save and clear cache if needed."]},"canonical_missing":{"message":"Canonical URL not set","suggestion":"Set canonical link to the preferred URL version.","fixWhere":"HTML <head> — <link rel=\"canonical\">","method":"SEO plugin or theme settings","steps":["Set canonical to the primary URL (https, no duplicates).","Avoid conflicting canonicals on variants."]},"viewport_missing":{"message":"Mobile viewport meta tag missing","suggestion":"Add viewport meta for mobile-friendly signals.","fixWhere":"HTML <head>","method":"Theme template or global head settings","steps":["Add: <meta name=\"viewport\" content=\"width=device-width, initial-scale=1\">","Test mobile layout in browser."]},"hreflang_missing":{"message":"No hreflang tags for international pages","suggestion":"Add hreflang for each locale you target.","fixWhere":"HTML <head> or sitemap hreflang entries","method":"Multilingual SEO plugin or manual link tags","steps":["List all language/region URLs for this page.","Add hreflang link tags for each.","Include x-default if applicable."]},"structure_flat":{"message":"Limited heading structure (H2/H3)","suggestion":"Break content into scannable sections so LLMs can quote blocks.","fixWhere":"Body content headings","method":"Page editor","steps":["Split long text into H2 sections.","Use H3 for sub-points under each H2.","Keep paragraphs under 4 lines."]},"no_faq":{"message":"No question-style FAQ content detected","suggestion":"Add FAQs matching how buyers ask AI assistants.","fixWhere":"FAQ section or accordion on page","method":"FAQ block, accordion, or dedicated FAQ page section","steps":["Add 3 questions buyers ask (Who is this for? How to use? vs alternatives?).","Use natural question phrasing.","Place near bottom of main content."]},"slow_load":{"message":"Page loads slowly — AI crawlers may skip thin signals","suggestion":"Speed up images and scripts so AI tools can read your page reliably.","fixWhere":"Your hosting, theme, and image files","method":"Compress images, remove unused plugins, use a CDN","steps":["Compress large product images (use WebP).","Turn off plugins you don't need.","Ask your developer or host to enable caching.","Re-scan after changes."]},"meta_long":{"message":"Meta description too long","suggestion":"Shorten to 2–3 sentences.","fixWhere":"SEO meta field","method":"CMS SEO settings","steps":["Remove filler words.","Keep who it's for + key benefit.","Save."]},"noindex_blocking":{"message":"Page may be blocked from indexing","suggestion":"Check noindex settings.","fixWhere":"SEO plugin indexability","method":"SEO plugin","steps":["Enable search engine indexing.","Save and re-scan."]},"images_alt_missing":{"message":"Multiple images missing alt text","suggestion":"Add short descriptions to product images.","fixWhere":"Image upload fields","method":"CMS image alt","steps":["Edit each image.","Alt = product + variant.","Save."]},"weak_internal_links":{"message":"Few internal links","suggestion":"Link to related pages in body copy.","fixWhere":"Body editor","method":"Add hyperlinks","steps":["Add 2–3 internal links.","Use natural anchor text.","Save."]},"trust_contact_missing":{"message":"Contact info not prominent","suggestion":"Add email, chat, or contact page.","fixWhere":"Footer or contact section","method":"Theme footer","steps":["Add support email or chat.","Link contact page.","Save."]},"favicon_missing":{"message":"No favicon detected","suggestion":"Upload brand icon in theme.","fixWhere":"Theme site icon","method":"Appearance settings","steps":["Upload square logo.","Save."]},"commerce_signals_weak":{"message":"Weak price/product signals","suggestion":"Show clear price and specs.","fixWhere":"Product page","method":"Product editor","steps":["Ensure price visible.","Add spec list.","Clear buy button."]},"heavy_scripts":{"message":"Many script tags","suggestion":"Remove unused plugins.","fixWhere":"Installed apps","method":"Disable plugins","steps":["List non-essential apps.","Disable and test speed.","Keep essentials only."]},"no_bullet_lists":{"message":"No bullet lists for benefits","suggestion":"Use lists for specs and USPs.","fixWhere":"Product description","method":"Editor lists","steps":["Convert specs to bullets.","One line per item.","Save."]}}},"auth":{"email":"Email","password":"Password","name":"Name","newPassword":"New password","loginTitle":"Welcome back","registerTitle":"Create your account","loginBtn":"Log in","registerBtn":"Create account","noAccount":"Don't have an account?","hasAccount":"Already have an account?","freeReport":"Get 1 free full GEO report on signup","invalidCredentials":"Invalid email or password","sessionFailed":"Sign-in failed. Please refresh and try again","configError":"Auth misconfigured. Check AUTH_SECRET, DATABASE_URL, and AUTH_GOOGLE_ID on Vercel, then redeploy","authFailed":"Sign-in failed. Try again or use Google","oauthAccountNotLinked":"This email is registered another way. Use that sign-in method","googleOr":"Or continue with Google","continueGoogle":"Continue with Google"},"dashboard":{"welcome":"Welcome back","overview":"Overview","recentScans":"Recent scans","credits":"AI credits","plan":"Current plan","quickScan":"Quick scan","noScans":"No scans yet","optimize":"Optimize"},"audit":{"title":"GEO Audit","newScan":"New scan","history":"Scan history","noHistory":"No scans yet. Run your first audit.","subtitle":"Scan a URL to see your score and a step-by-step fix list — where to change, how, and in what order."},"monitor":{"title":"Monitor","addKeyword":"Add keyword","visibility":"AI Visibility","trend":"30-day trend","keyword":"Keyword","score":"Score","empty":"Add keywords to track AI visibility trends","tipTitle":"What keywords should you track?","tipDesc":"Track how buyers ask AI — not your product title. Good keywords combine purchase intent + category, e.g.:","tipExample1":"best hiking backpack under $100","tipExample2":"lightweight travel backpack review","tipExample3":"red midi dress for wedding guest","tipBad":"Avoid long title-style phrases like product names copied verbatim — AI rarely cites them exactly.","typeProduct":"Product","typeComparison":"Comparison","typeIntent":"Purchase intent","typeBrand":"Brand","typeCategory":"Category","quickAdd":"Quick-add examples","trendUp":"Rising","trendDown":"Falling","trendStable":"Stable"},"optimize":{"title":"Optimize","generate":"Generate AI suggestions","export":"Export pack","selectReport":"Select a report to optimize","empty":"Run a full audit first to generate optimizations","suggestions":"AI Suggestions","fieldTitle":"Page title","fieldMeta":"Meta description","fieldH1":"Main heading (H1)","fieldContent":"Content optimization","where":"Where to change","howMethod":"How to change","steps":"Steps","copyHint":"Copy the text below into the matching field in your site admin.","auditSummary":"Linked audit report","viewAudit":"View full audit","issueCount":"Issues to fix","generateNote":"1 AI credit is deducted when generation succeeds. No charge if the network fails or generation errors.","noCredits":"No credits left — upgrade your plan","creditsLeft":"AI credits left","oneClickTitle":"One-click optimize vs advice only","oneClickShopify":"Shopify / independent sites: after store authorization, titles and meta can be applied automatically (coming soon — separate from CiteShop).","oneClickWordpress":"WordPress & self-hosted sites: plugins or API auth can apply changes automatically.","oneClickMarketplace":"Amazon, TikTok Shop, etc.: platforms block external edits — we provide copy-ready suggestions only.","oneClickIndependent":"Your independent site: one-click apply after connection; without auth, copy-paste suggestions as today.","platformDetected":"Detected platform","creditDeducted":"1 credit deducted","connectIntro":"Connect your Shopify or independent site to enable one-click apply when the feature launches (demo authorization today).","connectUrlLabel":"Website URL","connectSite":"Authorize & connect","reconnectSite":"Reconnect","connected":"Connected","connectDemoNote":"Demo: clicking connect only records authorization — your site is not modified. Production will use Shopify API.","connectedHint":"Connected! One-click apply is coming soon — copy AI suggestions into your admin for now.","oneClickBadgeOk":"Can authorize","oneClickBadgeAdvice":"Advice only (marketplace)","connectStepsTitle":"How to authorize (demo, 3 steps)","connectStep1":"Confirm the URL above matches your site (filled from audit)","connectStep2":"Click the blue “Connect site” button","connectStep3":"When you see green “Connected”, demo authorization succeeded (no changes to your site)","openIssuesTitle":"Open issues","markDoneHint":"After you apply the fix manually, click “Mark as done” to remove it from the list.","markDone":"Mark as done","allIssuesDone":"All issues are marked complete!","schemaOutdated":"Server needs a restart: press Ctrl+C in the terminal, then run npm run dev again.","manualTitle":"Fix your site manually (copy & paste)","manualDesc":"Visora does not change your site for you. We write the copy — you paste it into your site admin. No technical skills needed.","manualStep1":"Click “Generate AI optimization plan” below","manualStep2":"Copy the title, description, and other suggested text","manualStep3":"Log into your site admin (Shopify, WordPress, etc.), find the matching field, paste, and save","copyReady":"Ready to copy & paste","generatePreview":"Generate plan (preview)","confirmUse":"Confirm & use (1 credit)","confirmed":"Confirmed — credit deducted","previewNote":"Preview first. Confirm only when you're happy with the plan."},"billing":{"title":"Plans & Billing","monthly":"Monthly","annual":"Annual","current":"Current plan","subscribe":"Subscribe","demoNote":"Demo mode — subscriptions activate instantly without payment","stripeNote":"Secure checkout powered by Stripe","checkoutSuccess":"Payment successful — your plan is updated","checkoutCancel":"Checkout was cancelled","history":"Subscription history","noHistory":"No subscription changes yet","custom":"Custom","perMonth":"/mo","perYear":"/yr","yourPlan":"Your plan","renew":"Renew & stack","upgrade":"Upgrade","switchInterval":"Switch to this billing","downgradeBlocked":"Downgrade not available","creditPacksTitle":"AI credit packs","creditPacksDesc":"Add-on credits never expire. Membership credits are used first; packs are consumed when membership credits run out.","creditsUnit":"AI credits","buyPack":"Buy pack","creditPackSuccess":"Credit pack added! Add-on balance: {count}","creditsSummary":"Membership: {member} · Packs: {addon} · Total: {total}","expires":"Valid until {date}","successRenew":"Renewed — time and credits stacked!","successUpgrade":"Upgraded successfully!","successInterval":"Billing interval updated!","successSubscribe":"Subscribed successfully!","accountSync":"Account is syncing — please refresh in a moment or sign out and sign in again.","loadError":"Could not load billing details. Please try again.","plans":{"starter":{"name":"Starter","tagline":"Launch your AI visibility","features":["15 URL audits / month","10 keyword monitors","30 AI optimization credits","2 sites · 30-day history","Export optimization pack"]},"growth":{"name":"Growth","tagline":"Scale across markets","features":["50 URL audits / month","40 keyword monitors","120 AI credits · Gemini engine","5 sites · 90-day history","Competitor gap analysis"]},"pro":{"name":"Pro","tagline":"Full GEO command center","features":["200 URL audits / month","120 keyword monitors","500 AI credits","15 sites · 1-year history","API access · priority queue"]},"enterprise":{"name":"Enterprise","tagline":"Managed GEO partnership","features":["Unlimited audits & keywords","Dedicated account manager","Custom SLA & white-label reports","Site connectors & managed optimization"]}}},"settings":{"title":"Settings","profile":"Profile","language":"Language","password":"Change password","save":"Save changes","saved":"Saved successfully","purchaseHistory":"Purchase & plan history","email":"Email","displayName":"Display name","noHistory":"No purchases yet","goBilling":"View plans & buy credits","changeAvatar":"Change avatar","avatarHint":"JPG, PNG or WebP · max 512KB","intervalMonthly":"monthly","intervalAnnual":"annual","historySubscribe":"{plan} · {interval}","historyRenew":"Renew {plan} · {interval}","historyUpgrade":"Upgrade to {plan} · {interval}","historyInterval":"Switch {plan} to {interval}","historyCreditPack":"Credit pack +{credits}","avatarTooLarge":"Image must be 512KB or smaller. Please compress and try again.","avatarInvalidType":"Please upload a JPG, PNG, or WebP image.","avatarSuccess":"Avatar updated successfully!","avatarFailed":"Upload failed. Please try again.","schemaRestart":"Restart the dev server: Ctrl+C, then npm run dev"},"admin":{"title":"Admin","users":"Users","stats":"Platform stats","forbidden":"Admin access required","totalUsers":"Total users","reports":"Reports","paid":"Paid users","inbox":"Contact inbox","feedbackTitle":"User feedback","feedbackCount":"Feedback","inboxEmpty":"No messages yet","emailTest":"Test Brevo email","emailTesting":"Sending test email…","emailTestOk":"Test email sent ({provider}). Check inbox and spam.","emailTestFail":"Send failed: {error}"},"blog":{"title":"บล็อก GEO & AI visibility","subtitle":"Insight เรื่อง generative search การอ้างอิง และการเติบโตข trans-border","readMore":"อ่านต่อ","back":"กลับไปบล็อก","moreComing":"บทความเพิ่มเร็วๆ นี้","contactUs":"ติดต่อ"},"news":{"title":"ข่าวอุตสาหกรรม","subtitle":"GEO การค้นหา AI และการดำเนินงาน cross-border","badge":"ข่าว","readMore":"อ่านต่อ","back":"กลับไปข่าว"},"faq":{"title":"คำถามที่พบบ่อย","subtitle":"GEO Visora และการสมัครสมาชิก — คำตอบทั่วไป","items":[{"q":"What is the difference between SEO and GEO?","a":"SEO optimizes for search result rankings. GEO optimizes for being cited and recommended inside AI-generated answers (ChatGPT, Perplexity, Google AI)."},{"q":"How many free reports do I get?","a":"After registration you receive one full GEO report with complete fix instructions. Additional full audits require a subscription."},{"q":"Can Visora automatically edit my website?","a":"We provide step-by-step fix guides and AI-generated copy you can export. Direct auto-editing requires a site connector (Shopify app, WordPress plugin) — coming in a future release."},{"q":"Why did my score change on the same URL?","a":"If page content changed, score updates. Visora also reuses the same score within 24h when content is identical — contact us if you see inconsistent results."},{"q":"Which AI engines do you monitor?","a":"Audits focus on page readiness for all major LLM crawlers. Keyword monitor simulates visibility trends; full multi-engine prompt tracking expands on Pro plans."}]},"feedback":{"title":"User Feedback","subtitle":"Tell us what to improve. We read every message.","message":"Your message","name":"Name","email":"Email","submit":"Send feedback","success":"Thank you! We received your feedback."},"contact":{"title":"Contact Us","subtitle":"Chat with our team or send a message.","name":"Name","email":"Email","message":"Message","send":"Send message","success":"Message sent. We'll reply within 1 business day.","chatTitle":"Live support","chatDesc":"Weekdays 9:00–18:00 (GMT+8). Leave a message anytime."},"legal":{"privacyTitle":"Privacy Policy","termsTitle":"Terms of Service","lastUpdated":"Last updated"},"footer":{"product":"Product","company":"Company","legal":"Legal","privacy":"Privacy Policy","terms":"Terms of Service","rights":"All rights reserved."},"common":{"loading":"Loading…","error":"Something went wrong","success":"Success","cancel":"Cancel","save":"Save","delete":"Delete","view":"View","back":"กลับ"},"devNote":{"title":"About the bottom-right N button","desc":"If you see a gray circle with \"N\" in the corner, that is the Next.js development tools — not part of Visora. It only appears in local development and will not show on production."}},"now":"$undefined","timeZone":"UTC","children":"$L14"}] </article></body></html>

4:["$","$L13",null,{"formats":"$undefined","locale":"th","messages":{"meta":{"title":"Visora — Be the answer AI gives","description":"GEO visibility platform for global merchants. Audit, monitor, and optimize for ChatGPT, Perplexity, and Google AI."},"nav":{"dashboard":"แดชบอร์ด","audit":"ตรวจสอบ GEO","monitor":"ติดตาม","optimize":"ปรับแต่ง","billing":"แผน","settings":"บัญชี","admin":"Admin","login":"เข้าสู่ระบบ","register":"ลงทะเบียน","logout":"Log out","pricing":"ราคา","blog":"Blog","news":"ข่าว","faq":"FAQ","contact":"ติดต่อ","feedback":"Feedback","home":"Home","back":"กลับ"},"hero":{"badge":"Generative Engine Optimization","title":"เป็นคำตอบที่ AI เลือก","subtitle":"Visora helps cross-border merchants get cited in ChatGPT, Perplexity, and Google AI — not just found in search.","urlPlaceholder":"Enter your website URL…","scan":"สร้างรายงาน","scanning":"Analyzing…","trusted":"Built for merchants going global"},"landing":{"whatIsGeo":"What is GEO?","whatIsGeoDesc":"Generative Engine Optimization (GEO) is how you earn citations and recommendations inside AI answers — ChatGPT, Perplexity, Google AI Overviews — not just rankings on a search results page.","whyVisora":"Why Visora","advantage1Title":"Actionable, not abstract","advantage1Desc":"Every issue shows where to fix, how to fix, and step-by-step instructions — no SEO expertise required.","advantage2Title":"Built for cross-border","advantage2Desc":"Multi-language audits, hreflang checks, and monitoring designed for merchants selling globally.","advantage3Title":"Monitor + improve","advantage3Desc":"Track keywords over time, export optimization packs, and scale with subscription tiers.","modulesTitle":"Platform modules","ctaTitle":"Start with a free GEO report","ctaDesc":"Paste your URL. See your score in seconds. Register for one full report with complete fix instructions."},"features":{"title":"Everything you need for AI visibility","audit":"GEO Audit","auditDesc":"Score pages for AI citation readiness with location-specific fix guides.","monitor":"Keyword Monitor","monitorDesc":"Track visibility trends for keywords your buyers use in AI search.","optimize":"AI Optimize","optimizeDesc":"AI-generated titles, meta, and content — export and apply manually."},"report":{"score":"GEO Score","unlock":"Register for your free full report","upgrade":"Upgrade to unlock unlimited audits","unlockFull":"Register to see full fix instructions for every issue.","issues":"Issues found","categoryTitle":"คะแนนแต่ละหมวด","suggestions":"How to fix","actionPlan":"Optimization action plan","actionPlanDesc":"Each item tells you exactly where to change, what method to use, and step-by-step instructions.","where":"Where to change","howMethod":"How / which tool","steps":"Step-by-step","wordCount":"Words on page","executiveTitle":"Resumen ejecutivo GEO","executiveDesc":"Evaluación de estructura, contenido, señales técnicas y preparación para citas en IA.","insightsTitle":"การวิเคราะห์หลายมิติ","signalsTitle":"Matriz de señales","platformType":"Site type","levelExcellent":"Excelente","levelGood":"Bueno","levelFair":"Regular","levelPoor":"Mejorar","insightItems":{"overall":{"title":"Overall GEO readiness","desc":"Whether the page has the fundamentals generative engines need to cite and recommend you."},"content_depth":{"title":"Content depth & quotability","desc":"Richness and structure of body content for AI extraction."},"citation":{"title":"AI citation signal strength","desc":"Schema, Q&A patterns, and headings that help direct citation."},"trust":{"title":"Brand & trust signals","desc":"Contact info, social meta, and site completeness for AI trust."},"technical":{"title":"Technical GEO foundation","desc":"Canonical, mobile, and indexability fundamentals."},"international":{"title":"International readiness","desc":"Cross-border signals so AI maps the right locale."},"commerce":{"title":"Commerce conversion signals","desc":"Price, purchase path, and product structured data."}},"signalLabels":{"titleLength":"Title length","metaLength":"Meta length","wordCount":"Word count","headingCount":"Headings","imageCount":"Images","imagesMissingAlt":"Images missing alt","internalLinks":"Internal links","externalLinks":"External links","questionCount":"Questions","listItemCount":"List items","scriptTags":"Script tags","lang":"Page language","platform":"Platform"},"teaserLocked":"Register or upgrade to see full fix location and steps.","aiOptimizeCta":"Want AI-written copy?","aiOptimizeDesc":"Generate optimized title, meta, and FAQ suggestions on the Optimize page.","goOptimize":"Go to Optimize","openIssues":"Open","doneIssues":"Done","markDone":"Mark as done","severity":{"high":"High","medium":"Medium","low":"Low"},"categories":{"content":"Content Depth","seo":"SEO & Meta","structure":"Structure","technical":"Technical","brand":"Brand Signals","ai_readiness":"AI Readiness"},"issueCodes":{"title_short":{"message":"Page title is too short for AI discovery","suggestion":"Expand the title with brand, product type, and primary buyer intent.","fixWhere":"HTML tag or CMS SEO title field","method":"Website editor, Shopify SEO fields, or WordPress SEO plugin","steps":["Open your page editor or SEO settings.","Set title to 30–70 characters.","Include brand + product + key benefit.","Save and re-scan to verify."]},"title_long":{"message":"Page title may be truncated in AI citations","suggestion":"Shorten while keeping the most important keywords at the start.","fixWhere":"HTML <title> tag","method":"CMS SEO title field","steps":["Edit SEO title to under 70 characters.","Lead with brand and primary keyword.","Remove filler words at the end."]},"meta_missing":{"message":"Meta description missing or too short","suggestion":"Write 120–160 characters summarizing value and target audience.","fixWhere":"Meta description field in page head","method":"CMS SEO settings or HTML <meta name=\"description\">","steps":["Open SEO/meta settings for this URL.","Write 2 sentences: who it's for + key benefit.","Keep between 120–160 characters.","Publish changes."]},"h1_missing":{"message":"No H1 heading found on the page","suggestion":"Add one clear H1 that states the page's main topic.","fixWhere":"Main content area — top of page body","method":"Page builder, theme editor, or HTML","steps":["Add a single H1 at the top of main content.","Match H1 to primary search/AI query intent.","Do not use multiple H1 tags."]},"content_thin":{"message":"Content is too thin for generative engines","suggestion":"Expand to 300+ words with specs, use cases, and FAQs.","fixWhere":"Main body content below H1","method":"CMS page editor or product description field","steps":["Add 2–3 short paragraphs on use cases.","Add bullet list of specs or features.","Add 3 FAQ questions and answers.","Re-scan after publishing."]},"content_light":{"message":"Content could be richer for AI citations","suggestion":"Add comparison points, FAQs, and differentiation vs alternatives.","fixWhere":"Body content and FAQ section","method":"Page editor or blog section","steps":["Add FAQ block with 3+ questions.","Add bullets for specs or benefits.","Mention who should and should not buy."]},"schema_missing":{"message":"No Schema.org structured data detected","suggestion":"Add JSON-LD for Product, Organization, or Article.","fixWhere":"Page <head> or via SEO plugin","method":"SEO plugin (Shopify, WordPress) or manual JSON-LD script","steps":["Choose schema type: Product, Organization, or Article.","Add JSON-LD in head or plugin.","Validate with Google Rich Results Test.","Re-scan after deployment."]},"og_missing":{"message":"Open Graph tags missing","suggestion":"Add og:title, og:description, og:image.","fixWhere":"Page <head> meta tags","method":"SEO plugin or theme social settings","steps":["Set OG title and description.","Upload a 1200×630 social image.","Save and clear cache if needed."]},"canonical_missing":{"message":"Canonical URL not set","suggestion":"Set canonical link to the preferred URL version.","fixWhere":"HTML <head> — <link rel=\"canonical\">","method":"SEO plugin or theme settings","steps":["Set canonical to the primary URL (https, no duplicates).","Avoid conflicting canonicals on variants."]},"viewport_missing":{"message":"Mobile viewport meta tag missing","suggestion":"Add viewport meta for mobile-friendly signals.","fixWhere":"HTML <head>","method":"Theme template or global head settings","steps":["Add: <meta name=\"viewport\" content=\"width=device-width, initial-scale=1\">","Test mobile layout in browser."]},"hreflang_missing":{"message":"No hreflang tags for international pages","suggestion":"Add hreflang for each locale you target.","fixWhere":"HTML <head> or sitemap hreflang entries","method":"Multilingual SEO plugin or manual link tags","steps":["List all language/region URLs for this page.","Add hreflang link tags for each.","Include x-default if applicable."]},"structure_flat":{"message":"Limited heading structure (H2/H3)","suggestion":"Break content into scannable sections so LLMs can quote blocks.","fixWhere":"Body content headings","method":"Page editor","steps":["Split long text into H2 sections.","Use H3 for sub-points under each H2.","Keep paragraphs under 4 lines."]},"no_faq":{"message":"No question-style FAQ content detected","suggestion":"Add FAQs matching how buyers ask AI assistants.","fixWhere":"FAQ section or accordion on page","method":"FAQ block, accordion, or dedicated FAQ page section","steps":["Add 3 questions buyers ask (Who is this for? How to use? vs alternatives?).","Use natural question phrasing.","Place near bottom of main content."]},"slow_load":{"message":"Page loads slowly — AI crawlers may skip thin signals","suggestion":"Speed up images and scripts so AI tools can read your page reliably.","fixWhere":"Your hosting, theme, and image files","method":"Compress images, remove unused plugins, use a CDN","steps":["Compress large product images (use WebP).","Turn off plugins you don't need.","Ask your developer or host to enable caching.","Re-scan after changes."]},"meta_long":{"message":"Meta description too long","suggestion":"Shorten to 2–3 sentences.","fixWhere":"SEO meta field","method":"CMS SEO settings","steps":["Remove filler words.","Keep who it's for + key benefit.","Save."]},"noindex_blocking":{"message":"Page may be blocked from indexing","suggestion":"Check noindex settings.","fixWhere":"SEO plugin indexability","method":"SEO plugin","steps":["Enable search engine indexing.","Save and re-scan."]},"images_alt_missing":{"message":"Multiple images missing alt text","suggestion":"Add short descriptions to product images.","fixWhere":"Image upload fields","method":"CMS image alt","steps":["Edit each image.","Alt = product + variant.","Save."]},"weak_internal_links":{"message":"Few internal links","suggestion":"Link to related pages in body copy.","fixWhere":"Body editor","method":"Add hyperlinks","steps":["Add 2–3 internal links.","Use natural anchor text.","Save."]},"trust_contact_missing":{"message":"Contact info not prominent","suggestion":"Add email, chat, or contact page.","fixWhere":"Footer or contact section","method":"Theme footer","steps":["Add support email or chat.","Link contact page.","Save."]},"favicon_missing":{"message":"No favicon detected","suggestion":"Upload brand icon in theme.","fixWhere":"Theme site icon","method":"Appearance settings","steps":["Upload square logo.","Save."]},"commerce_signals_weak":{"message":"Weak price/product signals","suggestion":"Show clear price and specs.","fixWhere":"Product page","method":"Product editor","steps":["Ensure price visible.","Add spec list.","Clear buy button."]},"heavy_scripts":{"message":"Many script tags","suggestion":"Remove unused plugins.","fixWhere":"Installed apps","method":"Disable plugins","steps":["List non-essential apps.","Disable and test speed.","Keep essentials only."]},"no_bullet_lists":{"message":"No bullet lists for benefits","suggestion":"Use lists for specs and USPs.","fixWhere":"Product description","method":"Editor lists","steps":["Convert specs to bullets.","One line per item.","Save."]}}},"auth":{"email":"Email","password":"Password","name":"Name","newPassword":"New password","loginTitle":"Welcome back","registerTitle":"Create your account","loginBtn":"Log in","registerBtn":"Create account","noAccount":"Don't have an account?","hasAccount":"Already have an account?","freeReport":"Get 1 free full GEO report on signup","invalidCredentials":"Invalid email or password","sessionFailed":"Sign-in failed. Please refresh and try again","configError":"Auth misconfigured. Check AUTH_SECRET, DATABASE_URL, and AUTH_GOOGLE_ID on Vercel, then redeploy","authFailed":"Sign-in failed. Try again or use Google","oauthAccountNotLinked":"This email is registered another way. Use that sign-in method","googleOr":"Or continue with Google","continueGoogle":"Continue with Google"},"dashboard":{"welcome":"Welcome back","overview":"Overview","recentScans":"Recent scans","credits":"AI credits","plan":"Current plan","quickScan":"Quick scan","noScans":"No scans yet","optimize":"Optimize"},"audit":{"title":"GEO Audit","newScan":"New scan","history":"Scan history","noHistory":"No scans yet. Run your first audit.","subtitle":"Scan a URL to see your score and a step-by-step fix list — where to change, how, and in what order."},"monitor":{"title":"Monitor","addKeyword":"Add keyword","visibility":"AI Visibility","trend":"30-day trend","keyword":"Keyword","score":"Score","empty":"Add keywords to track AI visibility trends","tipTitle":"What keywords should you track?","tipDesc":"Track how buyers ask AI — not your product title. Good keywords combine purchase intent + category, e.g.:","tipExample1":"best hiking backpack under $100","tipExample2":"lightweight travel backpack review","tipExample3":"red midi dress for wedding guest","tipBad":"Avoid long title-style phrases like product names copied verbatim — AI rarely cites them exactly.","typeProduct":"Product","typeComparison":"Comparison","typeIntent":"Purchase intent","typeBrand":"Brand","typeCategory":"Category","quickAdd":"Quick-add examples","trendUp":"Rising","trendDown":"Falling","trendStable":"Stable"},"optimize":{"title":"Optimize","generate":"Generate AI suggestions","export":"Export pack","selectReport":"Select a report to optimize","empty":"Run a full audit first to generate optimizations","suggestions":"AI Suggestions","fieldTitle":"Page title","fieldMeta":"Meta description","fieldH1":"Main heading (H1)","fieldContent":"Content optimization","where":"Where to change","howMethod":"How to change","steps":"Steps","copyHint":"Copy the text below into the matching field in your site admin.","auditSummary":"Linked audit report","viewAudit":"View full audit","issueCount":"Issues to fix","generateNote":"1 AI credit is deducted when generation succeeds. No charge if the network fails or generation errors.","noCredits":"No credits left — upgrade your plan","creditsLeft":"AI credits left","oneClickTitle":"One-click optimize vs advice only","oneClickShopify":"Shopify / independent sites: after store authorization, titles and meta can be applied automatically (coming soon — separate from CiteShop).","oneClickWordpress":"WordPress & self-hosted sites: plugins or API auth can apply changes automatically.","oneClickMarketplace":"Amazon, TikTok Shop, etc.: platforms block external edits — we provide copy-ready suggestions only.","oneClickIndependent":"Your independent site: one-click apply after connection; without auth, copy-paste suggestions as today.","platformDetected":"Detected platform","creditDeducted":"1 credit deducted","connectIntro":"Connect your Shopify or independent site to enable one-click apply when the feature launches (demo authorization today).","connectUrlLabel":"Website URL","connectSite":"Authorize & connect","reconnectSite":"Reconnect","connected":"Connected","connectDemoNote":"Demo: clicking connect only records authorization — your site is not modified. Production will use Shopify API.","connectedHint":"Connected! One-click apply is coming soon — copy AI suggestions into your admin for now.","oneClickBadgeOk":"Can authorize","oneClickBadgeAdvice":"Advice only (marketplace)","connectStepsTitle":"How to authorize (demo, 3 steps)","connectStep1":"Confirm the URL above matches your site (filled from audit)","connectStep2":"Click the blue “Connect site” button","connectStep3":"When you see green “Connected”, demo authorization succeeded (no changes to your site)","openIssuesTitle":"Open issues","markDoneHint":"After you apply the fix manually, click “Mark as done” to remove it from the list.","markDone":"Mark as done","allIssuesDone":"All issues are marked complete!","schemaOutdated":"Server needs a restart: press Ctrl+C in the terminal, then run npm run dev again.","manualTitle":"Fix your site manually (copy & paste)","manualDesc":"Visora does not change your site for you. We write the copy — you paste it into your site admin. No technical skills needed.","manualStep1":"Click “Generate AI optimization plan” below","manualStep2":"Copy the title, description, and other suggested text","manualStep3":"Log into your site admin (Shopify, WordPress, etc.), find the matching field, paste, and save","copyReady":"Ready to copy & paste","generatePreview":"Generate plan (preview)","confirmUse":"Confirm & use (1 credit)","confirmed":"Confirmed — credit deducted","previewNote":"Preview first. Confirm only when you're happy with the plan."},"billing":{"title":"Plans & Billing","monthly":"Monthly","annual":"Annual","current":"Current plan","subscribe":"Subscribe","demoNote":"Demo mode — subscriptions activate instantly without payment","stripeNote":"Secure checkout powered by Stripe","checkoutSuccess":"Payment successful — your plan is updated","checkoutCancel":"Checkout was cancelled","history":"Subscription history","noHistory":"No subscription changes yet","custom":"Custom","perMonth":"/mo","perYear":"/yr","yourPlan":"Your plan","renew":"Renew & stack","upgrade":"Upgrade","switchInterval":"Switch to this billing","downgradeBlocked":"Downgrade not available","creditPacksTitle":"AI credit packs","creditPacksDesc":"Add-on credits never expire. Membership credits are used first; packs are consumed when membership credits run out.","creditsUnit":"AI credits","buyPack":"Buy pack","creditPackSuccess":"Credit pack added! Add-on balance: {count}","creditsSummary":"Membership: {member} · Packs: {addon} · Total: {total}","expires":"Valid until {date}","successRenew":"Renewed — time and credits stacked!","successUpgrade":"Upgraded successfully!","successInterval":"Billing interval updated!","successSubscribe":"Subscribed successfully!","accountSync":"Account is syncing — please refresh in a moment or sign out and sign in again.","loadError":"Could not load billing details. Please try again.","plans":{"starter":{"name":"Starter","tagline":"Launch your AI visibility","features":["15 URL audits / month","10 keyword monitors","30 AI optimization credits","2 sites · 30-day history","Export optimization pack"]},"growth":{"name":"Growth","tagline":"Scale across markets","features":["50 URL audits / month","40 keyword monitors","120 AI credits · Gemini engine","5 sites · 90-day history","Competitor gap analysis"]},"pro":{"name":"Pro","tagline":"Full GEO command center","features":["200 URL audits / month","120 keyword monitors","500 AI credits","15 sites · 1-year history","API access · priority queue"]},"enterprise":{"name":"Enterprise","tagline":"Managed GEO partnership","features":["Unlimited audits & keywords","Dedicated account manager","Custom SLA & white-label reports","Site connectors & managed optimization"]}}},"settings":{"title":"Settings","profile":"Profile","language":"Language","password":"Change password","save":"Save changes","saved":"Saved successfully","purchaseHistory":"Purchase & plan history","email":"Email","displayName":"Display name","noHistory":"No purchases yet","goBilling":"View plans & buy credits","changeAvatar":"Change avatar","avatarHint":"JPG, PNG or WebP · max 512KB","intervalMonthly":"monthly","intervalAnnual":"annual","historySubscribe":"{plan} · {interval}","historyRenew":"Renew {plan} · {interval}","historyUpgrade":"Upgrade to {plan} · {interval}","historyInterval":"Switch {plan} to {interval}","historyCreditPack":"Credit pack +{credits}","avatarTooLarge":"Image must be 512KB or smaller. Please compress and try again.","avatarInvalidType":"Please upload a JPG, PNG, or WebP image.","avatarSuccess":"Avatar updated successfully!","avatarFailed":"Upload failed. Please try again.","schemaRestart":"Restart the dev server: Ctrl+C, then npm run dev"},"admin":{"title":"Admin","users":"Users","stats":"Platform stats","forbidden":"Admin access required","totalUsers":"Total users","reports":"Reports","paid":"Paid users","inbox":"Contact inbox","feedbackTitle":"User feedback","feedbackCount":"Feedback","inboxEmpty":"No messages yet","emailTest":"Test Brevo email","emailTesting":"Sending test email…","emailTestOk":"Test email sent ({provider}). Check inbox and spam.","emailTestFail":"Send failed: {error}"},"blog":{"title":"บล็อก GEO & AI visibility","subtitle":"Insight เรื่อง generative search การอ้างอิง และการเติบโตข trans-border","readMore":"อ่านต่อ","back":"กลับไปบล็อก","moreComing":"บทความเพิ่มเร็วๆ นี้","contactUs":"ติดต่อ"},"news":{"title":"ข่าวอุตสาหกรรม","subtitle":"GEO การค้นหา AI และการดำเนินงาน cross-border","badge":"ข่าว","readMore":"อ่านต่อ","back":"กลับไปข่าว"},"faq":{"title":"คำถามที่พบบ่อย","subtitle":"GEO Visora และการสมัครสมาชิก — คำตอบทั่วไป","items":[{"q":"What is the difference between SEO and GEO?","a":"SEO optimizes for search result rankings. GEO optimizes for being cited and recommended inside AI-generated answers (ChatGPT, Perplexity, Google AI)."},{"q":"How many free reports do I get?","a":"After registration you receive one full GEO report with complete fix instructions. Additional full audits require a subscription."},{"q":"Can Visora automatically edit my website?","a":"We provide step-by-step fix guides and AI-generated copy you can export. Direct auto-editing requires a site connector (Shopify app, WordPress plugin) — coming in a future release."},{"q":"Why did my score change on the same URL?","a":"If page content changed, score updates. Visora also reuses the same score within 24h when content is identical — contact us if you see inconsistent results."},{"q":"Which AI engines do you monitor?","a":"Audits focus on page readiness for all major LLM crawlers. Keyword monitor simulates visibility trends; full multi-engine prompt tracking expands on Pro plans."}]},"feedback":{"title":"User Feedback","subtitle":"Tell us what to improve. We read every message.","message":"Your message","name":"Name","email":"Email","submit":"Send feedback","success":"Thank you! We received your feedback."},"contact":{"title":"Contact Us","subtitle":"Chat with our team or send a message.","name":"Name","email":"Email","message":"Message","send":"Send message","success":"Message sent. We'll reply within 1 business day.","chatTitle":"Live support","chatDesc":"Weekdays 9:00–18:00 (GMT+8). Leave a message anytime."},"legal":{"privacyTitle":"Privacy Policy","termsTitle":"Terms of Service","lastUpdated":"Last updated"},"footer":{"product":"Product","company":"Company","legal":"Legal","privacy":"Privacy Policy","terms":"Terms of Service","rights":"All rights reserved."},"common":{"loading":"Loading…","error":"Something went wrong","success":"Success","cancel":"Cancel","save":"Save","delete":"Delete","view":"View","back":"กลับ"},"devNote":{"title":"About the bottom-right N button","desc":"If you see a gray circle with \"N\" in the corner, that is the Next.js development tools — not part of Visora. It only appears in local development and will not show on production."}},"now":"$undefined","timeZone":"UTC","children":"$L14"}] </article></body></html>

งานวิจัย Princeton เสนอ metric attribution generative