snaff.ai

What can snaff.ai do? A Comprehensive Feature OverviewIn the modern digital landscape, traditional Search Engine Optimization (SEO) alone is no longer sufficient. Artificial intelligence, Large Language Models (LLMs), and answer engines like ChatGPT, Claude, Perplexity, and Google Gemini are rapidly transforming how users find information online. This is precisely where snaff.ai comes in. The platform is a specialized workspace for GEO (Generative Engine Optimization). It helps companies, agencies, and developers optimize websites so that AI systems can easily crawl, interpret, trust, and cite them in their answers. 1. The GEO Audit and the Weighted GEO ScoreThe heart of snaff.ai is the free GEO audit, which does not even require registration. After entering a public URL, the platform delivers a weighted score between 0 and 100%, representing the website's "GEO-readiness". The score is divided into three main pillars: Technical Access: Checks whether AI bots like GPTBot, ClaudeBot, PerplexityBot, or Google-Extended can actually reach and process the website. It also analyzes structured data (JSON-LD) and indexability. Content Clarity: Evaluates whether information is specific, readable, and precise enough to be cited by AIs with confidence. This examines metadata, page hierarchies, and readability signals. Trust & Authority: Analyzes signals that make claims easier to trust, including E-E-A-T factors (Experience, Expertise, Authoritativeness, Trustworthiness), authorship signals, freshness, and brand evidence. Every finding is prioritized and provided with clear explanations so teams can take concrete action. 2. Protection Mechanisms and Protected Websites (Cloudflare & Co.)Many website owners secure their infrastructure using bot protection services like Cloudflare, which let real human browsers through while quietly shutting out AI crawlers (like ChatGPT or Claude). snaff.ai makes these blocks visible by testing in real-time how AI crawlers respond to the site. Using a simple Cloudflare rule (Owner Allowlist), website owners can allow the snaff crawler to perform a full GEO analysis despite bot protection. 3. Integration of Classic SEO and Client Reportingsnaff.ai seamlessly combines modern GEO with traditional search engine optimization. Underneath the GEO result, users find an on-page SEO scorecard grouped into clusters such as "Meta & Indexing", "Content & Structure", and "Technical & Social". SEO Data Providers: Search volume, SERP positions, rankings, and backlinks can be retrieved via DataForSEO or the affordable/free Serper.dev integration. GEO-SEO Gap Analysis: A specific feature finds keywords for which a domain ranks well in Google but is ignored or not cited by AI search engines. Google Search Console: Connecting the Search Console allows users to view real search data—clicks, impressions, CTR, and position—right next to the GEO report. Case Study Reports & White-Label Branding: For agencies, the platform offers printable PDF reports branded in the agency's look (with custom logos, company names, and accent colors) as well as case-study charts showing growth since the first scan. 4. Ongoing Monitoring (Monitorboard) & AI Citation TestsA single audit is merely a snapshot. The snaff Monitor turns this into an ongoing program: Monitorboard: Shows portfolio averages across all monitored domains, highlights areas needing attention, and runs automatic re-checks (hourly to monthly) including email alerts when things drift out of AI search. AI Citation Test: The platform simulates real prompts to ChatGPT, Perplexity, Claude, and Gemini to check whether the domain appears as a cited source. Brand Accuracy: Using stored brand fact sheets, snaff checks whether AIs tell the truth about the company and triggers alerts in case of hallucinations or false claims. Competitor Benchmarks: Side-by-side domain comparisons show precisely which checks competitors pass that you don't, turning gaps into a to-do list. Batch Jobs: For large portfolios, agencies, or top lists, hundreds or millions of domains can be audited automatically via CSV, API, or database sources. 5. Practical Fixes & Website Context MCPsnaff.ai goes beyond mere theory by generating ready-to-use files that make it easier for AIs to understand the site: Copy-Ready Fixes: Automatically generates an llms.txt document based on real page structures, Organization JSON-LD, an AI-friendly robots.txt, and a canonical definition sentence. Duplicate Content Finder: Helps strip boilerplate content and cluster exact and near-duplicate pages—providing a clean basis for RAG systems (Retrieval-Augmented Generation). Website Context MCP (Model Context Protocol): snaff creates a standardized, read-only context endpoint for each analyzed website. By embedding a simple meta tag into the website's HTML head, MCP-enabled AI applications can precisely query clean page titles, descriptions, headings, and readable text with