AI Services in Generative AI (LLM)

Large language models capable of generating natural language, images, code, and moreFeaturing 35 AI services in total.

ユーザーインサイト

User Insight（AIO/LLMO対策）

User Insight is an all-in-one digital marketing tool from User Local Inc. (listed on the TSE Prime Market) that adds AIO/LLMO features on top of an access-analytics foundation. It covers everything from citation checks in ChatGPT and AI Overviews, to improvement recommendations, to post-visit CVR. Its LLMO Dashboard lists your and competitors' citation and coverage rates across ChatGPT, Gemini, Claude, Grok, and Perplexity; instant citation checks confirm whether you're cited for a given prompt; AI-driven traffic analysis measures visits from each AI; AIO monitoring tracks citations in AI Overviews; and an AIO/LLM optimization report diagnoses AI-friendliness from a URL. It even generates llms.txt. Because it is built on analytics, you can see not just the number of citations but the quality of AI-referred visitor behavior; SEO and web-personalization features are also standard. The AIO/LLMO features carry no extra fee (pricing is PV-based, by quote). Used by 1,000+ organizations including Fujitsu and SUBARU.

# LLMO・GEO（生成AI検索最適化）# マーケティング# SEO# 生成AI（LLM）# 業務効率化

スーパーアクト

SUPER ACT

SUPER ACT is an LLMO analytics tool for the AIO era, from Platta Inc. Spanning five generative AIs — ChatGPT, Gemini, Claude, Grok, and Perplexity — it lets you register and track the questions (prompts) users are likely to ask AI, and visualizes your and competitors' mention rate, sentiment, per-AI recommendation rate, and a ranking of cited source URLs as an overall score. It also provides context analysis that breaks down "why AI chooses you," LLMO/AIO action management via a structured checklist, and AI-generated prompts and benchmark setup — end to end. Pricing is the Standard plan at ¥15,000/mo (excl. tax; 10 tracked prompts, 2 brands, a 5-member team), with measurement capacity add-ons at ¥6,800/mo. Adopted by brands such as Marutomo and Nifty Lifestyle, it also offers an AIO diagnostics service.

# LLMO・GEO（生成AI検索最適化）# マーケティング# 生成AI（LLM）# 業務効率化# 生産性向上

ミエルカジオ

ミエルカGEO

Mieruca GEO is a GEO (LLMO/AIO) optimization and diagnostics tool from Faber Company, Inc. (listed on the TSE Standard Market), the maker of the Mieruca SEO tool series. Its core LLM Monitoring shows, for each prompt you specify, whether your brand and competitors are mentioned and whether your site is cited across AI search such as ChatGPT, Gemini, Google AI Mode, and AI Overviews — as an ○/× matrix by AI model. It also covers AI-driven traffic and conversions, competitive exposure gaps, and CSV/Excel export, helping you pinpoint the evaluation gaps in a black-box AI search and improve your content. A GEO/AIO/LLMO consulting service built on the same data is also available. Pricing is ¥49,800/mo for a single site and ¥99,800/mo for multiple sites (excl. tax, plus setup fee, typically an annual contract).

# LLMO・GEO（生成AI検索最適化）# マーケティング# SEO# 生成AI（LLM）# 業務効率化

アテナHQ

AthenaHQ

AthenaHQ is a US-based AEO/GEO (AI search optimization) command center for becoming the brand AI trusts. Across eight AIs — ChatGPT, Perplexity, Gemini, Google AI Overviews, AI Mode, Claude, Copilot, and Grok — it visualizes how your brand is mentioned and cited (Share of Voice, cited sources, mention rate). It detects where AI misunderstands or hallucinates about you, and includes AthenaHQ Content, a recommendation engine that pinpoints on-page/off-page fixes to earn more citations, plus Ask Athena, an agentic copilot that answers questions grounded in your own AEO/GEO data. It integrates with GA4, Google Search Console, and Shopify, and offers enterprise readiness such as SOC 2 Type 2 and SSO. Pricing is credit-based: Essential (free), Starter $295/mo, and custom Enterprise (1 credit = 1 AI response, 17% off annually). Featured on Forbes, WSJ, and Y Combinator.

# LLMO・GEO（生成AI検索最適化）# マーケティング# AIエージェント# 生成AI（LLM）# 業務効率化

オッタリーエーアイ

OtterlyAI

OtterlyAI is a content-intelligence / AI-search monitoring platform from Austria that monitors how your brand shows up on AI search and helps you optimize it. Across ChatGPT, Google AI Overviews, AI Mode, Gemini, Perplexity, Microsoft Copilot, and Claude, it measures whether your brand is mentioned and your site is cited (Brand Coverage, Brand Mentions, Average Brand Position, Share of AI Voice, Sentiment). Because it analyzes real AI search rather than just LLM output, it can track citation links too. It also covers prompt research, content audits (a predictive score for crawlability, AI-readiness, and citation potential), and GEO optimization recommendations, with API, MCP, and Looker Studio integrations. Pricing starts at $29/mo (Lite), with unlimited team members on all plans and a 7-day free trial. Used by 30,000+ marketers and named a Gartner Cool Vendor.

# LLMO・GEO（生成AI検索最適化）# マーケティング# 生成AI（LLM）# 業務効率化# 生産性向上

ピーク エーアイ

Peec AI

Peec AI is a Germany-based "AI search analytics for marketing teams." Across AI search such as ChatGPT, Gemini, Perplexity, Google AI Overviews, AI Mode, and Microsoft Copilot, it measures — once a day per prompt — how often your brand is mentioned (Visibility), where it sits within answers (Position), and how it is described (Sentiment). Beyond brand mentions, it tracks the sources AIs cite at the domain/URL level and suggests concrete actions (G2, LinkedIn, Reddit, digital PR). It supports competitor comparison, segmentation by model/country/tag, and integrations via Looker Studio, REST API, and MCP (Claude and more). All plans include unlimited users. Pricing is Starter $95, Pro $245, Advanced $495, and custom Enterprise (English UI). Used by 3,000+ brands and agencies; 4.9/5 on G2.

# LLMO・GEO（生成AI検索最適化）# マーケティング# 生成AI（LLM）# 業務効率化# データ連携（API連携）

プロファウンド

Profound

Profound is a US-based, full-stack AI marketing platform that measures how a brand is mentioned and recommended across AI search — ChatGPT, Perplexity, Gemini, Google AI Overviews, and more — and drives improvement end to end. Widely regarded as the category leader in AI-search visibility, it offers Answer Engine Insights (Visibility Score, share of voice/rank, citations, brand sentiment, and FactCheck), Prompt Volumes (what millions of people ask AI), Agents (autonomous workers that generate AEO-optimized content and more), and Agent Analytics (how your site is crawled and interpreted by AI). It covers nine engines (varies by plan): ChatGPT, Perplexity, Gemini, Grok, Microsoft Copilot, DeepSeek, Google AI Mode, Claude, and Google AI Overviews. Pricing is Starter $99/mo, Growth $399/mo, and custom Enterprise (English UI).

# LLMO・GEO（生成AI検索最適化）# マーケティング# AIエージェント# 生成AI（LLM）# 業務効率化

リテラ

BringRitera

BringRitera (Ritera) is a Japanese "SEO/LLMO platform" from BringFlower Inc. Built around AI writing, it unifies generative-AI mention tracking (LLMO), search-rank tracking, and image generation in one place. Its core "LLMO Compass" measures daily whether and where your brand (and competitors) are mentioned across ChatGPT, Gemini, Claude, Perplexity, Google AI Overviews, and AI Mode, and visualizes which URLs the AIs cited, the search keywords used, and branded-search trends. It also tracks Google/Yahoo!/Bing rankings and AI Overviews presence/citation at an industry-low ¥0.38+ per keyword, plus high-quality AI writing (switchable ChatGPT/Gemini/Claude) and image generation with 168 templates (Nano Banana 2 and more). Pricing starts from a free plan, with paid plans from ¥2,970/mo (tax included, annual billing). No. 1 in ITreview satisfaction (4.9/5), and the only SEO pick in Nikkei's "55 AI startups to watch."

# LLMO・GEO（生成AI検索最適化）# マーケティング# テキスト生成# 生成AI（LLM）# 業務効率化

アカルミ

AKARUMI

AKARUMI is a Japanese GEO/LLMO analytics platform from ipe Inc. that visualizes how a brand is perceived (its "AI perception") across LLMs and AI search such as ChatGPT, Gemini, Claude, Perplexity, and Google AI Overviews. It measures daily how often the brand is mentioned (visibility), where it ranks in answers (positioning), which pages are cited (source analysis), and how much AI crawlers reference the site. It also supports competitor comparison, AI Overviews exposure, an archive of answer text, and a sentiment score, turning black-box AI search into a management metric. Pricing comes in three plans — Light, Standard, Expert (amounts by inquiry) — with a full-feature free trial. Operated by ipe, with 500+ SEO/LLMO consulting engagements.

# LLMO・GEO（生成AI検索最適化）# マーケティング# 生成AI（LLM）# 業務効率化# 生産性向上

ドルフィンエックス エーアイオー

DolphinX AIO

DolphinX AIO is a Japanese AI-search optimization (GEO/LLMO/AIO) platform that measures and analyzes daily how often a brand is mentioned and cited in generative-AI answers across ChatGPT, Gemini, Claude, Perplexity, Google AI Overviews, AI Mode, and Copilot. Beyond exposure rate and share of recommendation versus competitors, it analyzes the full AI answer, the reasoning process, cited sources (auto-classified into 16 categories), and how the brand is described. It adds on-demand measurement (10 consecutive runs to gauge exposure probability), GA4-based visualization of AI-driven traffic and conversions, and an AI consultant chat that proposes and even generates improvement actions — end to end. Pricing runs from the ¥30,000/mo (excl. tax) Light plan through Pro (¥50,000) and Business (¥100,000), with a 14-day free trial. Operated by Media Reach, Inc. (Osaka).

# LLMO・GEO（生成AI検索最適化）# マーケティング# 生成AI（LLM）# 業務効率化# 生産性向上

ジェンビュー

Genview

Genview is a GEO (generative AI search optimization) platform built to help your brand be understood correctly and chosen by generative AI such as ChatGPT and Gemini. Whether your name comes up in answers to questions like "What's a good ~ ?" affects every stage of the buying journey, from awareness and consideration to purchase and word of mouth. Genview makes visible the gap between the ideal brand image you want to convey and what generative AI actually says, working end-to-end from measurement and diagnosis through to improvement proposals across three perspectives: brand perception, mentions and citations for important queries, and your whole website (structured data, llms.txt, and more). It goes beyond mere measurement to present concrete actions for improvement. Genview is operated by FID, Inc. (Shinjuku, Tokyo), which has provided CRM and marketing support for more than 15 years, and was officially released on August 1, 2026, with 30 companies participating as early adopters in its beta.

# LLMO・GEO（生成AI検索最適化）# マーケティング# 検索エンジン・RAG# 生成AI（LLM）# 業務効率化# 生産性向上

エルエルエムオーインサイト

LLMOinsight

LLMOinsight is an AI search optimization (LLMO/GEO) platform from Letier, Inc. It continuously measures how your brand fares in answers from ChatGPT, Gemini, Claude, Perplexity, and Google AI Overview — exposure, recommendation position, citation sources, and the gap with competitors — and breaks the result into an AI score out of 100 (recommendation strength 40 points; recommendation consistency, citation quality, and recognition accuracy 20 points each). What sets it apart is fitting everything onto one screen: improvement proposals that line up current state, cause, competitor comparison, and next action for each score, plus target-answer design, initiative logging, content generation from your own primary sources, measurement of AI-driven traffic and conversions, and ChatGPT ad management. Four tiers — free Free, Standard at ¥9,800/mo, Business at ¥29,800/mo (both excl. tax), and Enterprise — with no minimum contract term. Managed operations and an LLMO initial-design package are also offered.

# LLMO・GEO（生成AI検索最適化）# マーケティング# SEO# 生成AI（LLM）# 業務効率化# 日本語対応

サカナ フグ

Sakana Fugu

A multi-agent platform from Japan's Sakana AI that dynamically orchestrates several specialist LLMs behind a single API, behaving as if it were one model. Pricing runs on two tracks — $20/$100/$200 monthly plans and token billing, with Fugu Ultra at $5 input / $30 output per 1M tokens (rising to $10/$45 above a 272K context). There is no free tier, and orchestration tokens count toward the bill.

# 生成AI（LLM）# AIエージェント# コード生成# 開発・研究支援# 業務効率化

マナス

Manus

A general-purpose autonomous AI agent that, from just a goal, plans, executes, and verifies on its own in the cloud and delivers research, documents, websites, apps, and more as finished 'deliverables.' It completes tasks in a sandbox (including its own browser control and code execution), and supports Wide Research, scheduled tasks, and 40+ external-app integrations (MCP).

# AIエージェント# 生成AI（LLM）# 自動化・省力化# 業務効率化

グロック

Grok

A conversational AI assistant from xAI (led by Elon Musk). Its hallmark is answering with real-time, up-to-the-minute information via its integration with X (formerly Twitter). Beyond writing and coding, it offers web search, image and video generation ('Grok Imagine'), a voice mode, vision, and autonomous agent features. Supports Japanese.

# 生成AI（LLM）# AIチャットボット# テキスト生成# 画像生成# AIエージェント# 日本語対応

パープレキシティ

Perplexity

An AI-powered answer engine that searches the latest information across the web from a single question and answers with sources (citations). Switch among high-performance models like GPT, Claude, and Gemini, and use Deep Research for deeper investigation, the "Comet" AI browser, and agents that autonomously run tasks. Fully supports Japanese.

# 検索・レコメンド# 検索エンジン・RAG# AIエージェント# 要約・翻訳# 生成AI（LLM）# 日本語対応

ジェミニ

Gemini

Gemini is an AI assistant provided by Google. Built on the latest Gemini models (the 3.x family), it runs question answering and writing plus Deep Research, Gemini Live (voice), Canvas, and image/video generation in a single app. It integrates deeply with Google services such as Gmail, Google Docs, Search, Google Flow for video generation, and Gemini Notebook for research support. Pricing is free, plus Google AI Plus ¥725 / Pro ¥2,900 / Ultra ¥14,500– (monthly).

# 生成AI（LLM）# AIチャットボット# 要約・翻訳# テキスト生成# AIエージェント# 日本語対応

チャット ジーピーティー

ChatGPT

ChatGPT is an AI assistant provided by OpenAI, the conversational service at the center of the generative AI boom. Built on the latest GPT-6 Astra and GPT-5.6 family, it runs question answering and writing plus Deep Research, image generation, data analysis, voice conversation, and a coding agent (Codex) in a single app. It is expanding into features that hand off tasks, such as projects, scheduled tasks, custom GPTs, and workspace agents. Pricing is free / Go ¥1,400 / Plus ¥3,000 / Pro ¥16,800– (individual, monthly), with Business and Enterprise for organizations.

# 生成AI（LLM）# AIチャットボット# 要約・翻訳# テキスト生成# AIエージェント# 日本語対応

クロード

Claude

Claude is an AI assistant provided by Anthropic. It emphasizes long-context understanding and safety and reliability, with strengths in writing, summarizing, analysis, and coding. You can use the latest Claude models (Opus/Sonnet/Haiku) as suited to the task, and it includes Artifacts for generating and editing on the spot, Projects for gathering documents, Claude Code for developers, and MCP for connecting to external tools. Pricing is Free $0 / Pro $20 (annual $200) / Max $100 (5x) and $200 (20x), with Team and Enterprise also offered.

# 生成AI（LLM）# AIチャットボット# 要約・翻訳# テキスト生成# AIエージェント# 日本語対応

エーアイサーチマップ

AIsearchmap

AIsearchmap is a monitoring tool for AI search optimisation (GEO/LLMO) from CINC Inc., a company listed on the Tokyo Stock Exchange Growth Market. It periodically collects answers from ChatGPT, Gemini, Perplexity, Google AI Mode and Google AI Overviews, then ranks how often your brand and your competitors are mentioned (Share of Voice) and which sites are used as citation sources. Two things set it apart: the answer list shows every response in full and can be filtered by whether your own brand appeared, and the prompt generator writes the measurement prompts from nothing more than your company name and domain. Pricing runs from a free plan that still includes every feature (ChatGPT only, 25 prompts, 20 competitors) to an enterprise plan covering all five models, quoted individually from ¥50,000 per month with invoicing. Companies only.

# LLMO・GEO（生成AI検索最適化）# SEO# マーケティング# 生成AI（LLM）# 業務効率化# 日本語対応

ヴァンナエーアイ

Vanna AI

An open-source (MIT) Text-to-SQL framework that generates accurate SQL from natural-language questions. Train it on your database's DDL, docs, and example SQL, and it generates runnable SQL via agentic retrieval. Now "Vanna 2.0 (The SQL Agent)" with user-aware row-level control and a web chat UI; the OSS core is free while managed Vanna Cloud is paid. Works with major DBs (Postgres, Snowflake, BigQuery) and LLMs (OpenAI, Anthropic).

# 検索エンジン・RAG# コード生成# AIエージェント# 生成AI（LLM）

アジェンタ

Agenta

An open-source (MIT) workspace for building and running AI agents. Build agents by chatting, connect them to your apps, and run them in the background with approval flows, tracing, and version history. Positioned as "the open-source workspace for your agents," it supports 1,000+ integrations (MCP/Composio) and is model-agnostic. Self-hosting is free, with a cloud version available.

# AIモデル構築・管理# AIエージェント# API・SDK# 生成AI（LLM）

クウェン

Qwen

A family of large language models from China's Alibaba (Qwen / Tongyi Qianwen) and its conversational AI, Qwen Chat (Qwen Studio). The current flagship is Qwen3.8-Max. Multimodal across text, image, and video, it offers chat, image and video generation, web search, and code generation for free. Many models are open source; Japanese is supported.

# 生成AI（LLM）# AIチャットボット# テキスト生成# 画像生成# コード生成# 日本語対応

ミストラル

Mistral

The conversational AI assistant 'Vibe' (formerly Le Chat) from France's Mistral AI. Beyond writing, summarizing, translating, and coding, one environment offers web search, image generation, PDF/document analysis, Deep Research, voice input, memory, and a coding agent. Mistral AI develops open-weight and commercial LLMs. Supports Japanese input/output.

# 生成AI（LLM）# AIチャットボット# テキスト生成# 要約・翻訳# AIエージェント# 日本語対応

グーグル エーアイ スタジオ

Google AI Studio

Google AI Studio is Google's developer platform to try the Gemini models in the browser, build and deploy AI apps, and get a Gemini API key. It's organized around Build (app generation), Chat, Stream, and Generate Media (image/video/audio), and offers the Gemini 3 family, Nano Banana image, Veo video, and more. AI Studio itself is free; the API is usage-based with a free tier. Note: on the free tier input is used to improve products; on the paid tier it is not.

# 生成AI（LLM）# AIモデル構築・管理# API・SDK# AIエージェント

ディープシーク

DeepSeek

DeepSeek is an open large language model (LLM) family, together with the AI chat and API services built on it, developed by DeepSeek (Hangzhou, China). You can try the latest flagship models, DeepSeek-V4 (V4-Flash / V4-Pro), for free in chat, while the developer API offers a 1M-token long context, Thinking mode, Agent capabilities, and OpenAI / Anthropic compatibility, all at a low price. DeepSeek also publishes purpose-built models such as the reasoning-focused R1 and its code and vision models.

# 検索エンジン・RAG# 生成AI（LLM）

ステーブルディフュージョン

Stable Diffusion

A family of open-weight image-generation AI models developed by Stability AI. The current flagship is Stable Diffusion 3.5 (Large / Large Turbo / Medium). You can download the weights for free and run them locally (GPU required), and it is also usable via the official API, DreamStudio, ComfyUI, and more. Under the Community License, commercial use is free for under $1M in annual revenue (prompts are mainly in English).

# 画像生成# 生成AI（LLM）# アイデア支援／創造ツール# 日本語対応

リプリット

Replit

A development platform to build apps and websites with AI in the browser and deploy them, all in one place. Describe what you want and the AI agent Replit Agent (currently Agent 4) handles requirements, code generation, and publishing. Auth, DB, and hosting are built in; 50+ languages and real-time collaboration. Starter free, Core from $20/mo.

# コード生成# 生成AI（LLM）# AIエージェント

アドビファイアフライ

Adobe Firefly

Adobe Firefly is Adobe's all-in-one generative-AI creative studio for planning, generating, editing, and finishing images, video, and audio in one place. Beyond Adobe's own Firefly models (Image Model 5 and more), you can use 30+ models from Google, OpenAI, Flux, Kling, and others in one app. Adobe's own models are commercially safe with C2PA credentials and enterprise IP indemnification. Pricing: Free (daily free generations) / Firefly Standard from ¥1,580/mo (incl. tax), with Photoshop and more integration.

# 画像生成# デザイン生成# 生成AI（LLM）# 日本語対応

フレームパック

FramePack

A next-frame-prediction video-generation AI (open source, Apache-2.0) from lllyasviel (Lvmin Zhang), the author of ControlNet. Because it compresses input frames to a constant length, compute stays the same regardless of video length, and even 6GB of VRAM can generate minute-class long videos locally. Based on HunyuanVideo (13B), it supports the RTX 30/40/50 series and frame-by-frame sequential preview.

# 動画生成# 生成AI（LLM）# 品質向上・クリエイティブ支援

カラクリ

KARAKURI

KARAKURI is a family of customer-support-focused AI products from Japan's KARAKURI Inc. Centered on GeN, a patented AI agent that identifies question intent by asking clarifying questions, it covers an AI chatbot, operator assistance, FAQ, and in-house LLMs on one platform. GeN pricing starts at JPY 500,000 initial plus JPY 400,000/month; other products are quoted individually. A Japan-made service specialized in Japanese.

# AIチャットボット# AIエージェント# 生成AI（LLM）# 業務効率化# 自動化・省力化# 日本語対応

キミ

Kimi

Kimi is an AI chat and agent service from Beijing-based Moonshot AI. Its open-weights flagship model Kimi K3 handles a 1M-token context with image and video input, and can take on slide creation, Deep Research, and coding. Chat is free, paid plans start at $19/month, and the API is priced in USD. The UI is mainly English/Chinese, but Japanese input and output work.

# 生成AI（LLM）# AIチャットボット# テキスト生成# コード生成# AIエージェント# API・SDK

マイクロソフトコパイロット

Microsoft Copilot

An AI assistant from Microsoft, free to use on the web, Windows, and mobile apps, with chat, web-grounded answers, image generation, and voice conversation. The paid consumer plan is Microsoft 365 Premium (JPY 3,200/month, tax included); for business there is Microsoft 365 Copilot integrated into Word, Excel, and Teams (from JPY 4,497/user/month, tax excluded). Full Japanese support.

# 生成AI（LLM）# AIチャットボット# AIエージェント# テキスト生成# 業務効率化# 日本語対応

パークシャチャットエージェント

PKSHA ChatAgent

PKSHA ChatAgent (formerly PKSHA Chatbot / BEDORE Conversation) is an enterprise AI chatbot from PKSHA Technology, listed on the TSE Prime Market. Combining generative AI with proprietary algorithms, it answers inquiries automatically and autonomously analyzes unresolved cases and proposes improvements. Used by major companies such as NTT Docomo and Bank of Kyoto, it is officially reported as No.1 in chatbot sales share in Japan. Pricing is not disclosed (contact required).

# AIチャットボット# 生成AI（LLM）# 業務効率化# 自動化・省力化# 日本語対応

グロックボット

Grok Bot

Grok Bot is an always-on AI teammate released in early beta by SpaceXAI (formerly xAI) on August 11, 2026. Each Bot gets a computer of its own in the cloud, signs in to the tools you already use — Gmail, Salesforce, Zendesk and more — and works inside them just like a person would until the job is finished. You message a Bot the way you would message a colleague, and if you let it watch you do a workflow once, it saves the steps as a routine and runs them on its own from then on. You can run several Bots in parallel and let them hand work between themselves. Available on macOS, Windows, and iOS. There is no standalone plan: it comes bundled with the Cursor, SuperGrok, and Cursor Teams subscriptions, starting at Cursor Pro ($20/month) and SuperGrok ($30/month), with weekly usage included and overage billed on token cost.

# AIエージェント# 生成AI（LLM）# 業務効率化# 自動化・省力化# セールス

Recommended Articles on Generative AI (LLM)

LLMO/GEO Tools Compared: 12 Best Picks for 2026 (Domestic & Overseas) — by Supported AI, Features, and Pricing

A thorough comparison of LLMO/GEO optimization tools that help your brand get cited and recommended in AI search (ChatGPT, Gemini, and more), split into 8 Japanese tools (Genview, DolphinX AIO, AKARUMI, Mieruca GEO, SUPER ACT, User Insight, BringRitera, LLMOinsight) and 4 overseas tools (Profound, Peec AI, OtterlyAI, AthenaHQ), by supported AI, feature type, pricing (monthly / annual), and free tiers. Includes a 14-tool comparison table (adding the GEO-ready production tools Writesonic and Readdy), a three-line verdict, picks by goal, six axes for choosing, price ranges, free options, and an FAQ on LLMO vs. GEO and the metrics for measuring results — based on official listings as of August 2026.

What GPT-6 Astra Is [September 2026]: Which ChatGPT Plans Include It, API Pricing, and How to Split Work with GPT-5.6

GPT-6 Astra, announced by OpenAI on 3 September 2026 (US time), is a flagship tuned for computer use and long, multi-step work, true to the pitch that it "can do anything a person can do on a computer." It scores 72.6% on OSWorld 2.0, and time per task drops 47% from GPT-5.6 Sol's roughly 75 minutes to roughly 40. This article checks what changed against the benchmarks, then lays out where each ChatGPT plan can use it (Pro at ¥16,800 / ¥30,000, Business and Enterprise get "GPT-6 Pro" in Chat; Plus at ¥3,000 gets it through ChatGPT Work and Codex; Free and Go do not), the caps such as 50 or 200 messages a week, API pricing ($10 input / $50 output, 2.5x Sol) and how to split work with Sol, Terra and Luna, and the behaviour changes on switching (more clarifying questions, more sensitivity to skill files), based on OpenAI's announcement, Help Center and model page.

What Is Cloudflare OS? A Deep Dive into the Open-Source AI Agent Workspace (Architecture, Gatekeepers, Self-Hosting, Pricing)

Cloudflare open-sourced Cloudflare OS, an AI agent workspace, on August 5, 2026. This article covers its zero-permission Gatekeeper security, model selection and cost control via AI Gateway, Gadgets (small personal apps), how to deploy it into your own Cloudflare account, and pricing — based on the official blog and GitHub.

How to Use Sakana AI Fugu: From API Key to Claude Code | Pricing, Free Tier, and Performance

A guide to Sakana AI's multi-agent platform Fugu: issuing an API key at console.sakana.ai, calling the OpenAI-compatible API, and wiring it into Codex and Claude Code. Covers choosing between Fugu, Fugu Ultra, and Fugu Cyber, pricing and whether a free tier exists, and benchmark performance.

What Jev Is [September 2026]: The AI That Generates No Text — How System One Models Work, Pricing and Use Cases

On 15 September 2026, TypeSafe AI came out of two years of stealth with $40M in funding and shipped Jev — and it spread past social media into developer communities, with Qiita running an official campaign from 16 September to 2 October. What caught on was not the benchmarks but the positioning: an AI that does not generate text. Jev does not chat; it picks from options you defined and returns the answer with a probability attached. This article covers what the three question types (Choice, Score, Noul) actually return, the speculative fan-out that makes stacking questions free in latency, the pricing model of $0.042 per million input tokens with output free, the path from waitlist to Python SDK, HTTP API and the Claude Code skill, how to gate on confidence and route the uncertain cases to a person, and where it pays off — support triage, LLM guardrails, RAG re-ranking. It also covers what TypeSafe publishes about its own weak spots: lower accuracy on CJK scripts, unreliable counting, and weak date comparison.

What Grok Bot Is [September 2026]: The AI Teammate That Came Down to $20 a Month — Pricing, What It Does, How to Start

Grok Bot launched on 11 August 2026, and the reason it suddenly got loud in September is not that the product changed — it is that the door came down from $200–300 upper tiers to Cursor Pro at $20 a month. This article walks through what Grok Bot actually does, following the official screens: it signs in to Salesforce, pulls 52 accounts, queues 36 drafts and holds them at "0 sent" waiting for approval, then saves the approved exchange as a routine. It covers the three routes in and eight plans, how Grok Bot differs from Manus, Devin and Genspark AI at the same $20 mark (what each one operates, and whether you hand over your accounts), and the three things to settle before handing anything over — which account it signs in with, how far it may act unattended, and the one shared cloud computer per user — all as published in September 2026.