Rapls AI Chatbot – Self-Hosted RAG & MCP Server vs GEO Plugin by Squirrly SEO

Add an AI chatbot that answers visitors from your own content — and admits when it doesn’t know. Rapls AI Chatbot searches your posts, pages, and knowledge base first, then replies in natural language, in the visitor’s own language. With Grounded Answers Only mode, if your content has no answer, the bot says so instead of making something up. You can be live in about five minutes, for free, with no credit card. On first setup a guided “Start for free” panel hands you a free key from OpenRouter or the Google Gemini free tier, tests it, auto-selects a working model, and switches the chatbot on — no AI or API experience needed. Watch the setup, start to finish: No monthly SaaS fee — and no runaway bill. It runs on your own API key with no markup, and built-in Usage Control caps daily usage per visitor, so you can open the bot to the public without worrying about your API spend. A Monthly Cost Guard lets you set a hard budget, and Model Fallback keeps the bot answering on a lightweight model when your main model hits its quota. Conversations and keys stay on your own server. Built for site owners, agencies, and developers who want control over the model, the data, and the cost. Connect OpenAI, Anthropic Claude, Google Gemini, or OpenRouter, or any OpenAI-compatible endpoint such as Alibaba Tongyi Qwen (DashScope) — useful where OpenAI and Gemini are hard to reach — and switch anytime. Why site owners pick Rapls Free to try, fast to launch. Guided onboarding gets you from install to a working chatbot in minutes, with a no-credit-card OpenRouter or Gemini key. Grounded answers, or an honest “I don’t know.” RAG hybrid search grounds replies in your actual posts, pages, and knowledge base — and Grounded Answers Only mode keeps the bot from inventing answers your site doesn’t contain. Your bill can’t run away. Self-hosted and BYOK with no markup, plus per-visitor daily caps (Usage Control) so public traffic can’t drain your API budget. Replies that don’t sound like a robot. An optional AI-smell score reviews the bot’s Japanese replies for machine-sounding wording, so you can tune the tone. (Detection only — replies are never altered.) No lock-in. Switch between OpenAI, Claude, Gemini, and OpenRouter whenever you want. Speaks your visitors’ language. Automatic multi-language replies, so one bot serves an international audience. What it does Bring your own key: OpenAI, Anthropic Claude, Google Gemini, OpenRouter, or any OpenAI-compatible endpoint (Alibaba Qwen/DashScope, DeepSeek, Zhipu), switchable per site. Site learning: indexes your posts and pages so the bot answers from your content. Knowledge base: add Q&A or upload TXT/MD/PDF/DOCX files (large documents are split into parts automatically so they embed reliably), with priority over general answers. RAG hybrid search: combines keyword and semantic retrieval for grounded replies. Grounded Answers Only: an optional mode that makes the bot reply “I couldn’t find that” instead of inventing an answer your content doesn’t support. Web search: lets the bot pull current information when configured. MCP tools: exposes 5 Model Context Protocol tools, so agents such as Claude or ChatGPT can read and act on your site through conversation. Usage dashboard: tracks conversations, messages, and API cost. Usage Control: optional per-visitor daily caps so public traffic can’t run up your API bill. Unanswered Questions: records what the bot could not answer, with one-click “Add to knowledge” and an AI-drafted FAQ page. AI-smell score: an optional read-only score that flags machine-sounding wording in Japanese replies (detection only — replies are never altered). Industry starter templates: one click applies a ready-made system prompt and preset questions for hotels, shops, clinics, professional services, or company sites. Gutenberg block: drop the chatbot into any page or post. Deep-link auto-send: a ?raplsaich_q= URL opens the chatbot and sends the question automatically, so end-of-article “suggested questions” become one-click conversations. Turns visitor questions into content The bot doesn’t just answer — it tells you what your site is missing. Questions it could not answer from your content are recorded on the dashboard, one click turns them into a knowledge entry, and another click drafts an FAQ page from the last 30 days of real visitor questions. Answer gaps become content, content improves the bot, and the same pages work for SEO and AI search (LLMO). Self-hosted and private Conversations and keys stay on your own WordPress install. You are billed by your AI provider directly, so cost is transparent and there is no markup. Visitors can delete their own chat history from the widget (optional), and retention is configurable — GDPR-friendly by design. Free and Pro Free — not a trial. The free version is the full product: chatbot, site learning, knowledge base, RAG hybrid search, Grounded Answers Only, MCP server (5 tools), a usage dashboard (conversations, messages, and cost), and per-visitor daily caps. Run it forever at no cost on a free-tier key. Pro — for sites that run the bot as a business tool: Lead capture automation — collect contacts from conversations, with Google Sheets and Slack sync. Analytics — conversation, cost, and quality metrics at a glance. Usage Control suite — role-based limits, per-user monthly credits with auto-reset, and a usage-control dashboard to grant and track credits, so members and guests each get a fair share of your API budget. Extra MCP tools — product-search and analytics tools for AI agents, on top of the five in Free. Context & embedding controls — reprocess embeddings and shape the context retrieved for each reply. LINE integration (add-on) — connect the chatbot to LINE messaging, the dominant messenger in Japan. Up and running in about 5 minutes (free, no credit card) You do not need an API key or any AI experience to start. On first setup the plugin shows a “Start for free” panel with two no-credit-card paths: an OpenRouter free key or a Google Gemini free-tier key. Pick OpenRouter or Gemini. Click through to get a free key (about a minute) and paste it in. Press Test Connection — the key is validated and saved, a working free model is auto-selected, and the chatbot is switched on. That’s it. Each option states its data-handling trade-off up front (the Gemini free tier may use submitted content to improve Google’s models), so you choose with eyes open. You can switch to your own OpenAI, Claude, or Gemini key at any time. Learn more: Plugin details | Source code (GitHub) See it in action Watch the full setup — from install to first reply — in about 5 minutes, no credit card required: See it answer from your own content, and how that differs from plain ChatGPT: External Services This plugin connects to the following external third-party services. No data is sent to any service until you configure an API key and enable the feature in the plugin settings. Each service requires the site administrator to create an account and obtain API credentials. By using these services, you agree to their respective terms and privacy policies listed below. 1. OpenAI (GPT models): AI Provider Used when you select OpenAI as your AI provider. User messages and optionally site content are sent to generate AI responses. Service URL: https://api.openai.com/ Terms of Use: https://openai.com/terms/ Privacy Policy: https://openai.com/privacy/ 2. Anthropic (Claude models): AI Provider Used when you select Anthropic Claude as your AI provider. User messages and optionally site content are sent to generate AI responses. Service URL: https://api.anthropic.com/ Terms of Use: https://www.anthropic.com/terms Privacy Policy: https://www.anthropic.com/privacy 3. Google (Gemini models): AI Provider Used when you select Google Gemini as your AI provider. User messages and optionally site content are sent to generate AI responses. Service URL: https://generativelanguage.googleapis.com/ Terms of Use: https://policies.google.com/terms Privacy Policy: https://policies.google.com/privacy 4. OpenRouter: AI Provider Used when you select OpenRouter as your AI provider. OpenRouter is a unified API gateway that routes requests to various AI models. Service URL: https://openrouter.ai/api/ Terms of Use: https://openrouter.ai/terms Privacy Policy: https://openrouter.ai/privacy 5. OpenAI-compatible endpoints (e.g. Alibaba Qwen/DashScope, DeepSeek, Zhipu): AI Provider Used only if you select the “OpenAI-compatible” provider and enter a base URL. User messages, and optionally your site content (including indexed content for RAG embeddings), are sent to the endpoint you configure to generate responses or embeddings. Because the endpoint is chosen by you, please review the terms and privacy policy of the specific provider you connect to. For example, Alibaba Cloud Model Studio (DashScope), which powers Tongyi Qwen: Service URL: https://www.alibabacloud.com/help/en/model-studio/ Terms of Use: https://www.alibabacloud.com/help/en/legal/ Privacy Policy: https://www.alibabacloud.com/help/en/legal/latest/alibaba-cloud-privacy-policy/ 6. Google reCAPTCHA v3 (Optional) Used only if you enable reCAPTCHA in the plugin settings for spam protection. The visitor’s IP address and interaction data are sent to Google for verification. Service URL: https://www.google.com/recaptcha/ Terms of Use: https://policies.google.com/terms Privacy Policy: https://policies.google.com/privacy 7. LINE Messaging API (Pro Add-on, Optional) Used only if you enable the LINE integration via the Pro add-on. Connects to the LINE Messaging API for chatbot-to-LINE messaging. Service URL: https://api.line.me/ Terms of Use: https://terms.line.me/ Privacy Policy: https://line.me/en/terms/policy/ Cross-Site Embed The plugin includes an optional embed loader script (embed-loader.js) for embedding the chatbot on external websites via an iframe. This script does not load any external CDN resources or third-party scripts. It creates an iframe pointing back to your own WordPress site, and all data processing occurs on your server. Data Transmitted to External Services User messages: Chat messages entered by visitors (sent to the configured AI provider only) Site content (if Site Learning is enabled): Excerpts from your published posts/pages (sent to the configured AI provider) Knowledge base (if configured): Custom Q&A entries you create (sent to the configured AI provider) IP address (reCAPTCHA only): Sent to Google for spam verification Data Storage Conversation history: Stored locally in your WordPress database (can be disabled) Visitor IP: Stored as SHA-256 hash (not plain text) for rate limiting Retention: Configurable auto-deletion period (default 90 days) User Controls You can disable these features in the plugin settings: * Conversation history saving * Site content crawling/learning * Google reCAPTCHA verification * Web search

Become the Brand AI Recommends. GEO Plugin by Squirrly SEO helps your WordPress site become easier for AI answer engines to understand, trust, cite, and recommend across ChatGPT, Perplexity, Claude, Gemini, and Google AI Overviews. The GEO Plugin by Squirrly SEO optimizes your WordPress site for the three layers of modern search at once: classic SEO so you rank on Google, AEO (Answer Engine Optimization) so AI engines pull your content as the direct answer, and GEO (Generative Engine Optimization) so ChatGPT, Perplexity, Gemini, Claude and Google AI Overviews cite your pages by name. One plugin to get you found by both search engines and AI. Why GEO and AEO matter now Search is splitting in two. People still type into Google, but more and more they just ask an AI. Google AI Overviews now appear on a large share of results and reduce clicks to the classic blue links, while ChatGPT, Perplexity and Gemini answer hundreds of millions of questions every week, usually by quoting a few trusted sources. Traditional SEO gets your page indexed. AEO and GEO get your page chosen as the answer and cited. The GEO Plugin by Squirrly SEO does all three, so you do not have to choose. AEO and GEO features GEO/AEO Audit – scores how ready each page is to be cited by AI: a direct-answer block near the top, question-style headings, lists and tables, content depth, freshness, and FAQ / HowTo / Article schema. AI crawler control – decide how GPTBot, ClaudeBot, PerplexityBot, Google-Extended and other AI bots can access your content, straight from your robots rules. llms.txt and llms-full.txt – generate, upload and serve the emerging llms.txt standard so generative engines understand your best content. LLM Indexing – push new and updated URLs to the IndexNow API and the Google Indexing API so search and AI engines discover them fast. Answer-ready Schema / structured data – FAQ, HowTo, Article, Q&A, Organization and more: the machine-readable formats AI engines lift word for word. Inner Links and Link Opportunities – build topical authority by linking the right pages for the right keywords. SEO features Focus Pages – see exactly why a page is not ranking and what to fix, page by page. AI Keyword Research – find keywords you can actually rank for, with real competition and search-intent analysis. Live Assistant – real-time, on-page optimization guidance as you write in Gutenberg, Elementor, Divi and other builders. SEO Goals – a guided, prioritized plan of what to do next. Technical SEO on autopilot – XML sitemaps, canonical links, meta robots, Open Graph and Twitter / X cards, redirects and favicons. Audits and tracking – SERP and rank tracking, traffic, authority and backlink audits, plus competitor analysis. Built for how AI reads the web AEO and GEO reward content that is easy for a machine to extract: a clear answer up front, headings phrased as the questions people ask, lists and tables instead of walls of text, accurate schema, and a fresh last-updated date. Squirrly checks every one of these for you and tells you exactly what to fix, so the same work that helps you rank on Google also helps you get quoted by AI. Getting started in 3 steps Install and activate the plugin, then connect your free Squirrly account to unlock the cloud tools (audits, keyword research, rank tracking). Add your important pages to the GEO/AEO Audit. Squirrly scores each page for SEO and answer-readiness and gives you a prioritized “fix these first” list. Turn on the AEO/GEO essentials: generate your llms.txt, allow the AI crawlers you want, and switch on LLM Indexing so new and updated URLs are pushed to search and AI engines automatically. Works with your stack Gutenberg, Elementor, Divi, WooCommerce, WordPress Multisite, WPML, and PHP 7.0 to 8.x. Migrate safely Import your existing SEO data from Rank Math, Yoast, All in One SEO, SEO Framework, SEO Press, SEO Pressor, Add Meta Tags, Greg’s High Performance SEO, HeadSpace2, Platinum SEO Pack, SEO Title Tags and SEO Ultimate. Trusted worldwide Built by Squirrly Limited (United Kingdom) since 2012, used in 150+ countries, and a multiple-time award-winning SEO tool. Powered by Squirrly’s own AI from AISQ.com: Ranking Vision AI, Keyword Research AI and Ask AI. BENEFITS / CUSTOMER SUCCESS / ALL FEATURES / LIVE DEMO What’s Next If you like our WordPress SEO plugin, then consider checking out our other projects: Squirrly Social – One Year of Social Media Posts in a Flash. Starbox PRO – Your Authors Will Shine Like Stars. Squirrly SPY – Your Competitor’s SEO Growth. In Your Hands.. Education Cloud PLUS – It’s like Netflix for Marketing Education. RankJumps – Managed SEO. Done-for-you by Experts from Squirrly. Learning Solutions by Squirrly – Teach Online. Starting Tomorrow. Hide My WP Ghost – WordPress Security Layer and Security Enhancements. WordPress Developers Page – Innovations and Partnerships. Plugins – Other Plugins created by Squirrly. Credits Florin Muresan – CEO at Squirrly Calin Vingan – CTO at Squirrly Sorel Nagy – Developer Andreea Leau – VP Marketing Cristina Leau – Squirrly mascot designer Alexandra Nicola – COO at Squirrly Teodora Vingan – SEO Analyser Irina Pogor – Content Writer Ana Darstaru – Chief of Customer Service Lucian Nertan – VP of Agency Rares Papita – CHO Investors Ibrahim Evsan, serial entrepreneur, one of the best known bloggers in Germany Philipp Kandal, co-Founder and CTO of Skobbler (recently acquired for $24M by Telenav) Many Thanks. License Squirrly is Free to use. The version from the WP directory will install the Free Version. You’ll be able to use this seo software once you install the plugin and use your email to connect to Squirrly.co For higher content marketing and SEO needs, you can check our Official Site and see what the PRO Plan offers.