オープンソースSaaS代替・セルフホスト＆商用OSS (COSS) ベンチマーク

70 プロジェクト

AI検索可視性（GEO/AEO）商用競合製品 →市場トレンド →LP＆デザインスタイル →

オープンソースプロジェクト · GitHubスター数
プロジェクト	概要	ライセンス＆技術	Stars	月間訪問	商用状況
geoSurgeCOSSgeosurge-ai/geoSurge-releasesShape AI to reflect your brand	Shape AI to reflect your brand	—	GitHub	<5K	—
AEO CopilotMCPsofianbettayeb/aeo-copilot-mcpAI search data to maximize brand visibility	AI search data to maximize brand visibility	MIT	GitHub	<5K	$9/月
Website AuditorMCPSpikeyCoder/website-auditor-mcpDoes ChatGPT recommend your business?	Does ChatGPT recommend your business?	Elastic-2.0	GitHub	<5K	$49/月
SitefireMCPpulse-energy-eu/slopshapeThe marketing suite for the agentic web	The marketing suite for the agentic web	—	GitHub	<5K	$249/月
naiaMCParielvdl/naia-mcp-serverA nova era do orgânico.	A nova era do orgânico.	non-standard	GitHub	<5K	$180/月
LocanCOSSvaitko/locan-toolsBe the business AI names for the exact services you sell.	Be the business AI names for the exact services you sell.	AGPL	GitHub	<5K	$49/月
Agenticfeed.aiCOSSbluestratus/agenticfeedMake your products or services readable by AI agents	Make your products or services readable by AI agents	—	GitHub	<5K	$79/月
Depra AIMCPifham001/IndicGEOMake AI answers your next sales channel	Make AI answers your next sales channel	—	GitHub	<5K	$24/月
MagUpmagnetx-ai/MagUp-Geo-ReportBe the brand AI recommends on	Be the brand AI recommends on	—	GitHub	<5K	—
GUZUMCPArashnilu/guzu-mcpTrack Your Brand's Visibility in AI Search	Track Your Brand's Visibility in AI Search	—	GitHub	<5K	$79/月
RankplusplusCOSSPraneetbrar/rankplusplusBoost your visibility in AI answers with Rank++	Boost your visibility in AI answers with Rank++	—	GitHub	<5K	$49/月
Apareça no ChatGPTCOSSDanielOuteiro/Apareca-no-ChatGPTEnquanto você lê isto, alguém está roubando seus clientes pelo ChatGPT.	Enquanto você lê isto, alguém está roubando seus clientes pelo ChatGPT.	—	GitHub	<5K	$99/月
LinkSwarmMCPHeyw00d/linkswarmThe AI visibility network for the LLM era.	The AI visibility network for the LLM era.	—	GitHub	<5K	$10/月
KOS Protocolniseus-systems/kos-protocolThe knowledge layer machines trust	The knowledge layer machines trust	—	GitHub	<5K	—
AfterLaunchCOSSafterlaunch/mcpThe organic growth engine for AI search and SEO	The organic growth engine for AI search and SEO	MIT	GitHub	<5K	$149/月
MadorvladIDH/readable-by-aiFatti nominare quando chiedono a ChatGPT	Fatti nominare quando chiedono a ChatGPT	—	GitHub	<5K	—
brandiozCOSSLinkDude2209/brandiozGoogle ranks you. But does ChatGPT cite you?	Google ranks you. But does ChatGPT cite you?	—	GitHub	<5K	—
Ai-domain-dataai-domain-data/cloudflare-worker-ai-domaiPublish authoritative, self-hosted identity data for any domain. Open standard for AI systems, search engines, and automated agents.	Publish authoritative, self-hosted identity data for any domain. Open standard for AI systems, search engines, and automated agents.	—	GitHub	<5K	—
AidenCOSSdonghaoli317/goaiden.aiYour AI marketing team forapartment communities	Your AI marketing team forapartment communities	—	GitHub	<5K	$199/月
IndexedAIMCPguidodr27/claude-skill-indexedaiIs your website invisible to AI?	Is your website invisible to AI?	—	GitHub	<5K	$10/月
NxtLureCOSSnathaniel848/nxtlureYou rank #1 on Google.ChatGPT has never heard of you.	You rank #1 on Google.ChatGPT has never heard of you.	—	GitHub	<5K	$90/月
GeondexMCPGeondex/skillsAsk AI engines about your product. Right now.	Ask AI engines about your product. Right now.	—	GitHub	<5K	$49/月
AigeoRadarCOSSaagedik/aigeoradar-aipmCan ChatGPT, Claude, Gemini, and Perplexity understand your website?	Can ChatGPT, Claude, Gemini, and Perplexity understand your website?	—	GitHub	<5K	$10/月
Grounded AEOMCPgspam100/groundedaeoMake it cite you.	Make it cite you.	—	GitHub	<5K	$8/月
NamebeamCOSSmrcrtr1979-droid/namebeam-visibility-indexDoes AI name your business?	Does AI name your business?		GitHub	<5K	$49/月
Optifeed RadarMCPoptifeed/optifeed-radarKNOW IF AI RECOMMENDS YOUR PRODUCTS.	KNOW IF AI RECOMMENDS YOUR PRODUCTS.	—	GitHub	<5K	—
Lettertraceletterstory/lettertraceLettertrace measures how often Claude, ChatGPT, and Gemini mention your company.	Lettertrace measures how often Claude, ChatGPT, and Gemini mention your company.	—	GitHub	<5K	—
AIO.GEO ProtocolCOSSDigitalCurrensy/aio-geo-protocolAudit AI search structure. Dry run fixes. Receipts.	Audit AI search structure. Dry run fixes. Receipts.	MIT	GitHub	<5K	$49/月
OpenCiteXedgeforgelab/OpenCiteXSee if answer engines actually cite you.	See if answer engines actually cite you.	—	GitHub	<5K	—
IdeataCOSSDallowin/ideataMake ChatGPT recommendyour brand — not your competitor	Make ChatGPT recommendyour brand — not your competitor	—	GitHub	<5K	$29/月

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