Lighthouse는 Makai Web의 독점 AI SEO 플러그인으로, ChatGPT, Perplexity, Claude와 같은 선도적인 AI 도구에서 웹사이트의 가시성과 검색 가능성을 크게 향상시키도록 설계되었습니다. 웹사이트 콘텐츠를 AI 친화적인 구조화된 데이터로 변환하여 AI 기반 언급을 대폭 증가시킵니다.
Surfgeo는 AI 기반 GEO 인텔리전스 플랫폼으로, AI 생성 검색 응답 내에서 브랜드 가시성을 최적화하도록 설계되었습니다. ChatGPT, Gemini, Perplexity와 같은 AI 검색 도구가 제공하는 답변에 비즈니스가 나타나도록 돕고, 전통적인 SEO를 넘어 AI 대화에서의 관련성에 초점을 맞춰 생성형 AI 시대에 권위를 확립합니다.
제품 개요
Lighthouse 제품 개요
Lighthouse는 Makai Web의 독점 AI SEO 플러그인으로, ChatGPT, Perplexity, Claude와 같은 선도적인 AI 도구에서 웹사이트의 가시성과 검색 가능성을 크게 향상시키도록 설계되었습니다. 웹사이트 콘텐츠를 AI 친화적인 구조화된 데이터로 변환하여 AI 기반 언급을 대폭 증가시킵니다.
Surfgeo 제품 개요
Surfgeo는 AI 기반 GEO 인텔리전스 플랫폼으로, AI 생성 검색 응답 내에서 브랜드 가시성을 최적화하도록 설계되었습니다. ChatGPT, Gemini, Perplexity와 같은 AI 검색 도구가 제공하는 답변에 비즈니스가 나타나도록 돕고, 전통적인 SEO를 넘어 AI 대화에서의 관련성에 초점을 맞춰 생성형 AI 시대에 권위를 확립합니다.
Detailed feature comparison
| Feature | Lighthouse | Surfgeo |
|---|---|---|
| 주요 카테고리 | 구조화된 데이터 | 검색 엔진 최적화 |
| 등록일 | 2025-11-03 | 2025-11-16 |
| 가격 | 유료 | 유료 |
| 공식 사이트 | www.makaiweb.com | surfgeo.com |
| 제품 유형 | 웹사이트 | 웹사이트 |
| Performance data | ||
| 사용자 평점 | 확인되지 않음 | 확인되지 않음 |
| 댓글 | 0 | 0 |
| 월 방문 | 393 | 4.2K |
| 월 성장률 | 75.4% | 확인되지 않음 |
| 즐겨찾기 | 139 | 177 |
| Details | 상세 보기 | 상세 보기 |
Lighthouse vs Surfgeo monthly traffic
Compare Lighthouse and Surfgeo by monthly reach, traffic trend, visit depth, top regions, and acquisition sources.
How to interpret the traffic data
In the Lighthouse vs Surfgeo monthly traffic comparison, Lighthouse currently shows 393 visits and Surfgeo shows 4.2K; Surfgeo has about 10.7 times the visible traffic of Lighthouse, an absolute difference of about 3.8K visits. This reflects visible reach, not feature quality or paid users.
Only Lighthouse has complete third-party traffic details; Surfgeo uses visits recorded inside ToolMage. These scopes cannot estimate market share directly, and on-site views should not be treated as the product’s total website traffic.
Lighthouse monthly traffic:
Latest traffic
Monthly traffic trend
- 2026/2: 467 월 방문
- 2026/3: 0 월 방문
- 2026/4: 224 월 방문
- 2026/5: 393 월 방문
검색 키워드
Surfgeo monthly traffic:
Latest traffic
Usage comparison
Compare the core capabilities of Lighthouse and Surfgeo
Lighthouse Core features
Surfgeo Core features
Use cases
Lighthouse Use cases
Surfgeo Use cases
Best suited roles
Lighthouse Best suited roles
Surfgeo Best suited roles
Lighthouse vs Surfgeo:In-depth comparison and selection guidance
First decide whether the products solve the same kind of need
This in-depth Lighthouse vs Surfgeo comparison uses only the product records, taxonomy, audience, traffic, and community signals available on this page. Lighthouse is primarily listed under “구조화된 데이터”, while Surfgeo is primarily listed under “검색 엔진 최적화”, so the first decision is whether your actual task matches their recorded scope.
The structured fields currently show these decision-relevant differences: Primary category (Lighthouse: 구조화된 데이터; Surfgeo: 검색 엔진 최적화); Monthly visits (Lighthouse: 393; Surfgeo: 4.2K); Favorites (Lighthouse: 139; Surfgeo: 177); Website (Lighthouse: www.makaiweb.com; Surfgeo: surfgeo.com); Added (Lighthouse: 2025-11-03; Surfgeo: 2025-11-16). These facts are more useful for selection than brand visibility alone.
What market visibility and monthly traffic mean
In the Lighthouse vs Surfgeo monthly traffic comparison, Lighthouse currently shows 393 visits and Surfgeo shows 4.2K; Surfgeo has about 10.7 times the visible traffic of Lighthouse, an absolute difference of about 3.8K visits. This reflects visible reach, not feature quality or paid users.
Only Lighthouse has complete third-party traffic details; Surfgeo uses visits recorded inside ToolMage. These scopes cannot estimate market share directly, and on-site views should not be treated as the product’s total website traffic.
The current traffic scope is not sufficient for a reliable product ranking. Treat monthly visits as a market-interest signal, then decide using taxonomy, use cases, pricing, and a like-for-like trial rather than reading exposure as product capability.
Product positioning, use cases, and roles
Lighthouse and Surfgeo currently overlap in shared tags: AI 언급, AI SEO 및 디지털 마케팅; shared roles: 사업주, 콘텐츠 전략가, 마케팅 매니저 및 SEO 전문가. This can place both on the same shortlist, but it does not prove equal implementation, depth, or cost.
Lighthouse's unique categories/tags are 구조화된 데이터, 검색 마케팅, AI 최적화, AI 검색 용이성, 답변 엔진 최적화, 콘텐츠 가시성, JSON-LD 및 프롬프트 최적화; Surfgeo's are 검색 엔진 최적화, 브랜드 모니터링, 생성 엔진 최적화, AI 콘텐츠 전략, AI 지능, AI 검색, 브랜드 가시성 및 ChatGPT. These unique fields are the strongest differentiators: validate the product whose recorded scope matches the task instead of following traffic alone.
What ratings, comments, and favorites can tell you
Lighthouse has no verified rating, 0 comments, 139 favorites, and 138 likes;Surfgeo has no verified rating, 0 comments, 177 favorites, and 146 likes。
Neither product has enough rating or comment samples for a credible reputation ranking.
Selection guidance by actual need
When to evaluate Lighthouse first
Put Lighthouse on the priority trial list when the task aligns with “구조화된 데이터” and especially 구조화된 데이터, 검색 마케팅, AI 최적화, AI 검색 용이성, 답변 엔진 최적화 및 콘텐츠 가시성, or the users include 웹마스터. This follows recorded positioning and does not imply unlisted capabilities are absent.
Lighthouse also currently records: pricing is paid, product type is website, 393 verified monthly visits, no verified user rating. Verify any hard requirement around price, platform, or reach before trial, and do not let sparse review data substitute for testing.
When to evaluate Surfgeo first
Put Surfgeo on the priority trial list when the task aligns with “검색 엔진 최적화” and especially 검색 엔진 최적화, 브랜드 모니터링, 생성 엔진 최적화, AI 콘텐츠 전략, AI 지능 및 AI 검색, or the users include 브랜드 매니저, 디지털 마케팅 전문가, 이커머스 매니저 및 그로스 해커. This follows recorded positioning and does not imply unlisted capabilities are absent.
Surfgeo also currently records: pricing is paid, product type is website, 4.2K on-site monthly views, no verified user rating. Verify any hard requirement around price, platform, or reach before trial, and do not let sparse review data substitute for testing.
How to validate the recommendation before deciding
The available data describes positioning, public visibility, and community signals, but it cannot prove output quality, speed, integration effort, privacy, or long-term cost in your workflow. Before deciding, run the same representative tasks in Lighthouse and Surfgeo, then record completion time, accuracy, manual corrections, and the real paid threshold. A like-for-like trial turns this comparison into a defensible adoption decision.
비교 FAQ
How should I choose between Lighthouse and Surfgeo?
Where does this comparison data come from?
What do unknown fields mean?
Related AI tools




Justblank
Justblank는 ChatGPT, Claude, Perplexity, Gemini와 같은 주요 AI 검색 엔진에서 브랜드의 가시성과 성능을 향상시키기 위해 설계된 답변 엔진 최적화(AEO) 플랫폼입니다. 실시간 분석을 제공하고, 콘텐츠 격차를 식별하며, AI 최적화 콘텐츠를 생성하는 도구를 제공합니다.
Ai Performance














