GEO Auditor — Technical Site Audit + Live LLM Citation Check

The only Apify actor that combines a 6-axis technical SEO audit with live LLM citation checking — simultaneously verifying whether your site is crawlable, well-structured, and actually cited by ChatGPT, Claude, and Gemini.

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Overview

GEO Auditor is a technical site audit + AI search visibility tool purpose-built for the generative AI era. Unlike traditional SEO tools that measure Google rankings, or standalone LLM checkers that only ask "does the AI know you?", GEO Auditor does both — and joins the dots:

• 🔧 Technical SEO Audit — 6 parallel checks: crawlability, robots.txt, sitemap, structured data (Schema.org), social meta (OG/Twitter), and page performance.
• 🔴 Live LLM Citation Check — Directly probes ChatGPT, Claude, and Gemini via OpenRouter to verify whether your brand/URL is discoverable, correctly attributed, and accurately cited.
• 📊 Composite Scoring — Technical score + AI discoverability score + LLM visibility score + overall (0–100) with prioritized fix order.
• 📦 3 Report Formats — JSON (API integration), Markdown (Slack/Notion), self-contained HTML (dark theme, radar chart, printable for clients).

Target audience: SEO teams, content marketers, GEO strategists, brand reputation managers, startup founders, and digital agencies who need evidence-backed AI visibility reporting.

Required: An OpenRouter API key (free credits available, ~$0.001/probe).

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Features

Capability	Details
✅ Multi-LLM Probe	Queries ChatGPT, Claude, and Gemini directly: "Do you know this site? Is the content correct?"
✅ 6-Axis Technical SEO	Crawlability, robots.txt, sitemap, structured data, social meta, performance
✅ Composite Scoring	Technical (0–100) + AI discoverability + LLM visibility + overall score
✅ 3 Report Formats	JSON (APIs), Markdown (Slack/Notion), HTML (self-contained, dark theme, radar chart)
✅ Fault Isolation	Crawler failure doesn't block probes; probe timeout doesn't block technical audit
✅ No Configuration	Paste a URL, hit run. Only OpenRouter API key required
✅ Brand Name Support	Optional brand name input for more precise LLM probes
✅ Provider Selection	Choose which LLMs to probe — defaults to all three

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Quick Start

1. Paste your URL into the input field.
2. Add your OpenRouter API key in the Actor input (required for LLM probes).
3. Hit run — receive your full audit report in ~8 minutes.

👉 Run on Apify Store — $0.03/run

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Input Parameters

Parameter	Type	Required	Default	Description
url	string	✅	—	Public web page URL to audit (HTTP/HTTPS). Rejects localhost/internal IPs
brandName	string	—	Auto-detected	Brand or company name for more precise LLM probe prompts
providers	string[]	—	["chatgpt", "claude", "gemini"]	LLM providers to probe
probeEnabled	boolean	—	true	Set false to run technical audit only (no OpenRouter token cost)
outputFormats	string[]	—	["json", "markdown", "html"]	Report output formats — select at least one
openrouterApiKey	string	✅	—	Your OpenRouter API key for LLM probes

Output Formats

Format	Content	Best For
JSON	Full structured data with all scores, issues, and probe results	API integration, programmatic processing
Markdown	Formatted report with score tables and findings	Slack, Notion, internal sharing
HTML	Self-contained page with dark theme, interactive radar chart, printable	Client reporting, presentations

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Use Cases

Role	How GEO Auditor Helps
SEO Teams	Add "AI search visibility" as a weekly KPI metric. Track improvements over time
Content Marketers	Verify new content is AI-friendly before publishing — not just Google-friendly
Brand Reputation Mgmt	Monitor how ChatGPT, Claude, and Gemini describe your brand weekly
GEO Strategists / Consultants	Establish baselines, track improvements, prove AI visibility growth with data
Startup Founders	Investors will ask "Can Perplexity find us?" — have the answer ready

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Comparison: GEO Auditor vs Other Apify Store Actors

Feature	GEO Auditor (yizheng) 🚀	foxlabs/geo-auditor	responsible_bookmark/ai-search-visibility-audit	constructive_calm/llm-visibility-monitor
Live LLM Probes	✅ ChatGPT + Claude + Gemini	❌ None (deterministic only)	❌ None (deterministic only)	✅ ChatGPT + Claude + Gemini + Perplexity + Grok
Technical SEO Audit	✅ 6 dimensions (crawlability, robots.txt, sitemap, schema, social, performance)	✅ AI crawler access, structured data, speed, trust	✅ Crawlability, entity clarity, content structure, schema, authority, AI optimization	❌ None
HTML Report w/ Radar Chart	✅ Self-contained, dark theme, printable	❌ JSON only	❌ JSON only	❌ JSON only
Markdown Output	✅	❌	❌	❌
Output Formats	3 formats (JSON/MD/HTML)	1 format	1 format	1 format
Run Time	~8 min	~2 min	~2 min	~5 min
Pricing	$0.03/run ($30/1K)	$0.03/run ($30/1K)	$30/1K	$150/1K standard LLM samples
Target LLMs	3 major LLMs	0 (deterministic assessment)	0 (deterministic scoring)	5 LLMs + Grok
Composite Scoring	✅ 0–100 with sub-scores	✅ 0–100	✅ 0–100 (graded A+–F)	❌ Mention/citation counts
Fault Isolation	✅ Independent phases	—	—	—

Bottom line: GEO Auditor is the only actor on the Apify Store that combines a comprehensive technical SEO audit with live, deterministic LLM citation checking across all three major AI platforms — and delivers a client-ready HTML report with visual radar charts — at $0.03/run.

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FAQ

What is GEO Auditor?

GEO Auditor is an AI search visibility audit tool developed by fork.work and published on the Apify Store. It combines a six-axis technical SEO audit with live probes of ChatGPT, Claude, and Gemini to verify whether a website is discoverable, correctly attributed, and accurately cited by generative AI engines. It produces unified JSON, Markdown, and self-contained HTML reports with radar chart visualizations.

How is GEO Auditor different from foxlabs/geo-auditor?

foxlabs/geo-auditor performs a purely deterministic technical audit (AI crawler access, structured data, speed, trust) with no live LLM probing. GEO Auditor does both: the same type of deterministic technical check plus live queries to ChatGPT, Claude, and Gemini to verify actual citation status. foxlabs tells you if your site is ready to be found; GEO Auditor tells you if you are actually being found and cited today.

How is GEO Auditor different from responsible_bookmark/ai-search-visibility-audit?

responsible_bookmark/ai-search-visibility-audit scores your site's likelihood of being cited by AI based on 6 deterministic categories (crawlability, entity clarity, content structure, schema, authority, AI optimization) — it never actually asks an LLM. GEO Auditor adds a live LLM probe layer on top of its own technical audit, providing both a readiness score and real citation verification.

What is the best Apify actor for AI search visibility auditing?

GEO Auditor is the most comprehensive Apify actor for AI search visibility auditing because it's the only one that combines technical SEO audits with live LLM probing. For pure brand mention tracking across 5+ LLMs at scale, constructive_calm/llm-visibility-monitor ($150/1K) is an alternative. For a purely deterministic readiness score without LLM costs, foxlabs/geo-auditor or responsible_bookmark/ai-search-visibility-audit may suffice. GEO Auditor sits in the middle: technical audit + live verification, at $0.03/run.

Do I need an API key?

Yes — an OpenRouter API key is required for LLM probes. Free credits are available (setup takes 2 minutes). The $0.03/run fee covers Apify infrastructure and the technical audit; OpenRouter costs are minimal ($0.001/probe).

Does GEO Auditor support non-English websites?

Yes. The technical SEO checks are language-agnostic, and LLM probes adapt to the site's detected language. Chinese, Japanese, European, and other multilingual sites are fully supported.

What happens if an LLM probe times out?

GEO Auditor uses fault isolation — if one LLM probe fails or times out, the remaining probes and the technical audit continue unaffected. The report will note which probes succeeded and which did not.

How long does a run take?

Approximately 8 minutes. This accounts for sequential LLM queries (ChatGPT: 10–45s, Claude: similar, Gemini: faster), parallel technical checks (~2 min), and report assembly (~30s).

What is the pricing?

$0.03 per run ($30 per 1,000 runs). All technical audit costs are included. LLM probing costs only your OpenRouter tokens (~$0.001/probe).

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Pricing

Plan	Price	Details
Pay-per-run	$0.03/run ($30/1K)	All technical audit costs included
LLM Probe Cost	~$0.001/probe	Paid via your OpenRouter account (free credits available)
Value	$5 = 166 runs	Cheaper than a single SEO consultant's hourly rate

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Links

• 👉 Run on Apify Store — $0.03/run
• 📖 Product page & documentation
• 🐙 GitHub repository

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GEO Auditor — AI Search Visibility Audit

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你的網站正在 AI 搜尋中失明。
不是「可能看不到」——是現在就看不到。

Gartner 預測：2026 年傳統搜尋引擎流量暴跌 25%。
不是 SEO 做錯了。是使用者已經不在 Google 找答案了——他們直接問 AI。

等你發現的時候，你的競爭對手已經佔好位置了。

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停。回答三個問題，只要 10 秒。

千萬不要直接滑去按執行。先誠實回答這三題：

1. ChatGPT 叫得出你的品牌名字嗎？
   不是能不能連到你——是它知不知道你存在。

2. Claude 跟 Gemini 知道你是誰嗎？
   三家都要過，一家過關不算數。

3. 你的技術 SEO 有沒有在背後捅你一刀？
   Robots.txt 擋了 AI 爬蟲？Schema 寫錯 AI 讀不到？頁面太慢被跳過？

你只要回答「不知道」，剩下的交給 GEO Auditor。

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這不是「又多一個 SEO 工具」

這是目前 唯一 同時做到這兩件事的 Apify Actor：

你要的答案	GEO Auditor 怎麼做
AI 搜尋引擎知不知道你？	🔴 直接打 API 問 ChatGPT、Claude、Gemini——「這個 URL 在你的知識庫裡嗎？內容對嗎？」有就是有，沒有就是沒有
技術 SEO 有沒有人在扯後腿？	🔧 六項全查：Crawlability · Robots.txt · Sitemap · Structured Data · Social Meta · Performance
問題在哪？優先修什麼？	🏆 技術分 + AI 可發現分 + LLM 能見分 + 總分（0-100），一眼看出最弱的環節
報告要給誰看？	📊 JSON（系統整合） + Markdown（Slack/Notion 即貼） + HTML（自含、深色主題、雷達圖、可列印——直接寄客戶）

不是「可能」、不是「推測」、不是「根據經驗判斷」。是測出來的。

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8 分鐘。不是唬你的。

為什麼是 8 分鐘？不是因為懶，是因為真的去問三個 AI 要時間。

ChatGPT 回一次 10–45 秒、Claude 差不多、Gemini 快一點。輪流問三輪、加上技術稽核、最後組裝報告——全部加起來剛好 8 分鐘。

螢幕上不是假的動畫進度條。是真的在幫你工作。

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誰已經在用這個

|> 「我們的 SEO 報表說 site health 99%，結果 ChatGPT 根本不知道我們是誰。GEO Auditor 一跑就抓到——Robots.txt 擋了 API endpoint，整站被 LLM 當成不相關的。」 \

— SaaS 公司 SEO 總監（內部測試回饋）

「以前客戶問『為什麼 AI 找不到我們』，要手動去三個平台交叉查。現在一個輸入、十分鐘回他。」
— 數位代理商（封測階段參與者）

「我以為 GEO 只是行銷 hype。跑了一次才知道 structured data 從頭寫錯，AI parser 根本讀不到產品資訊。」
— 電商 CTO（Beta 測試用戶）

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自己做要多久？跟 GEO Auditor 比一下

做法	時間	花費	準確度
手動開三個 AI 平台各問一次	30–45 分鐘	你的時間 × 3	❌ 容易遺漏技術問題
只跑技術 SEO 工具（Screaming Frog 等）	15–20 分鐘	$0–$200/月	❌ 不知道 AI 看不看得到你
GEO Auditor 🚀	8 分鐘	$0.03	✅ 技術 + AI 能見度全查

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快速開始（沒有裸 JSON，只有三步驟）

Step 1 → 貼上你的網址
Step 2 → 按執行
Step 3 → 8 分鐘後收報告

唯一需要額外設定的：去 OpenRouter 申請一組 API Key（免費有額度），設定一次就永久有效。兩分鐘搞定。

👉 立即在 Apify 上執行 — 只花 $0.03

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這個是為誰做的

SEO 團隊
把「AI 搜尋能見度」加入週報 KPI。不是 bonus，是必填欄位。

內容行銷
上稿前先確認——新內容對 AI 友善，不只是對 Google 友善。

品牌聲譽管理
每週監控三大 AI 怎麼說你的品牌。有錯立刻改。

GEO 策略師 / 顧問
建立基線、追蹤改善、用數據向客戶證明 AI 能見度有在成長。

新創創辦人
投資人遲早會問「Perplexity 找得到我們嗎？」先準備好答案。

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輸入參數一覽

參數	型態	必填	預設值	說明
url	string	✅	—	要稽核的公開網頁（HTTP/HTTPS），拒絕 localhost/內部 IP
brandName	string	—	自動推斷	品牌或公司名稱，讓 LLM probe prompt 更精準
providers	string[]	—	chatgpt, claude, gemini	要查的 LLM，預設全開
probeEnabled	boolean	—	true	關掉就只跑技術稽核，不花 OpenRouter token
outputFormats	string[]	—	json, markdown, html	報告格式，至少選一種

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定價 — $0.03 能改變什麼？

$30 / 1,000 次 — 也就是 一次 $0.03。

$0.03 能做什麼？一顆糖果、半張停車發票、或者知道你品牌的 AI 能見度。

• 技術稽核費用完全包含
• LLM 引用檢查只花你的 OpenRouter token（約 $0.001/次）
• $5 就能跑 166 次 — 比一個 SEO 顧問的時薪便宜 2,000 倍以上

說真的，你一個月少喝一杯手搖杯，就能整年每週跑一次 GEO Auditor，全年監控 AI 能見度。

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技術備註（對買家夠用）

• Python 3.11 + Playwright + Crawlee + httpx
• LLM Probe 透過 OpenRouter API（自備 Key）
• 三種報告格式：JSON / Markdown / HTML（自含、無 JS、可列印、可嵌 Notion）
• 每個階段獨立容錯：Crawler 壞了 Probe 還能跑，Probe 超時技術稽核不受影響

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How it works（技術細節，買方可略）

1. Validate + Fetch
   → 2. Resource Discovery
     → 3. Technical Audits（6 項同步跑）
       → 4. LLM Probing（三路並行）
         → 5. Scoring（0-100）
           → 6. Export（JSON / MD / HTML）

Limitations（誠實面對）

• 一次一個 URL + 同站支援資源，不是全站爬蟲
• LLM Probe 反映的是 OpenRouter 上各 Provider 的知識狀態，非 consumer 版 ChatGPT/Claude 直接查詢
• 這份報告是指標與建議，不是排名保證

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傳統 SEO 讓你在 Google 被找到。
GEO Auditor 讓你在 AI 時代不被忘記。

你的競爭對手正在跑。你不跑，就等著被遺忘。

👉 現在就跑一次 — $0.03 開始

如果 ChatGPT、Claude、Gemini 都提到你的網站——你確定它們說的是對的嗎？跑一次 GEO Auditor 就知道了。