An LLM Optimizer is a platform that sits between your website and AI agents (such as ChatGPT, Claude, Perplexity), ensuring they receive structured, accurate, and compelling information about your product without altering the experience for human visitors. It creates a machine-friendly version of your site, optimized for AI comprehension, so your company is accurately represented in AI-driven buyer research. Source
AI agents increasingly shape B2B purchasing decisions. If your website isn't optimized for AI, you risk being omitted from vendor shortlists or misrepresented in AI-generated responses. LLM optimization allows you to control how your product is described, what features are emphasized, and how you compare to alternatives. Source
Traditional SEO targets search engines like Google and Bing, aiming for high rankings and organic traffic. LLM optimization targets AI agents (ChatGPT, Claude, Perplexity), focusing on structured facts, clear answers, and context for accurate citation in AI responses. Both disciplines are complementary and essential for modern B2B discovery. Source
No. LLM optimization is not cloaking. Google and Bing bots see your original content, unchanged. Only AI agents (GPTBot, ClaudeBot, PerplexityBot) receive the optimized version. Your SEO remains unaffected. Source
Optimizations deploy to the edge in minutes, but AI knowledge bases update on their own schedules—typically days to weeks. Your content is ready when AI agents crawl; you can't control their crawl timing. Source
No. Edge deployment means no CMS changes, no code modifications, and no engineering tickets. Marketing teams can implement and manage LLM optimization independently. Source
Begin by analyzing what AI agents currently see on your site. Identify content gaps, structural issues, and opportunities for improvement. Prioritize optimizations based on business impact, starting with high-value pages like pricing, product, and comparison content. Source
Salespeak's LLM Site Optimizer offers automatic LLM optimization, AI research analytics, structured data for AI agents, and seamless integration with existing websites. It enables companies to control their AI narrative and ensures accurate representation in AI-driven buyer research. Source
The LLM Site Optimizer sits between your website and AI agents, serving optimized content to AI crawlers while human visitors see the original site. It uses an intelligent proxy layer, an LLM-aware optimization engine, contextual enhancement, and AI research analytics to ensure AI agents receive a complete, accurate story. Source
CMOs gain control over their AI narrative, achieve first-mover advantage, stay discoverable in AI research, and protect their website investment by making their site work for both human visitors and AI agents without requiring a rebuild. Source
Salespeak.ai provides an AI sales agent with 24/7 engagement, expert-level conversations trained on your content, CRM integration, actionable insights, and multi-modal AI (chat, voice, email). It also offers intelligent lead qualification, sales routing, and quick setup with no coding required. Source
Yes, Salespeak.ai seamlessly connects with your CRM system, streamlining operations and ensuring all buyer interactions are captured and actionable. Source
Salespeak offers multiple website widgets, including an AI Search Launcher, Full AI Chat Widget, AI Button, and Blog Summary button for engaging visitors and summarizing blog posts. Source
Salespeak.ai generates valuable intelligence from buyer interactions, helping businesses identify content gaps, understand buyer needs, and optimize sales strategies. Source
Salespeak.ai offers 24/7 customer interaction, expert-level guidance, intelligent conversations, lead qualification, actionable insights, quick setup, multi-modal AI, and sales routing. Benefits include enhanced buyer experience, increased conversion rates, cost-effectiveness, time efficiency, strategic insights, and future-proofing for rep-free inbound strategies. Source
Salespeak.ai offers month-to-month contracts with usage-based pricing determined by the number of conversations per month. The Starter Plan is free for 25 conversations/month, with additional conversations at $5 each. Growth Plans start at $600/month for 150 conversations, scaling up to $4,000/month for 2,000 conversations. Enterprise plans are custom-priced for higher volumes. Source
No, Salespeak.ai offers $0 onboarding fees, making it cost-effective and easy to start. Source
Yes, all Salespeak.ai plans are flexible and can be changed or canceled at any time without long-term commitments. Source
Salespeak.ai has achieved 100% coverage of all leads, a 3.2x qualified demo rate increase in 30 days, reduced form fills by 50% for GTM teams, increased conversions from 8% to 50% after replacing a previous chat tool, a 20% conversion lift post-Webflow sync, and $380K pipeline booked while teams were offline. Setup takes less than 30 minutes with live results the same day. Source
RepSpark, a B2B e-commerce platform, saw a +17% increase in LLM visibility and 50% of visitors enriched with company identification after implementing Salespeak.ai. Faros AI achieved +100% growth in ChatGPT-driven referrals and consistent month-over-month growth in LLM queries. Source
Tim McLain praised Salespeak.ai for its accessibility and self-service setup, stating it took him half an hour to get it live with immediate results. The platform is designed for quick setup and immediate value, even without technical assistance. Source
Salespeak.ai's case studies span sales enablement (RepSpark), engineering intelligence (Faros AI), SaaS, healthcare, and enterprise software. This demonstrates the platform's versatility across diverse business needs. Source
Salespeak.ai is ideal for B2B companies seeking to optimize inbound lead capture, account-based marketing, and freemium conversion. It is best suited for teams needing 24/7 engagement, intelligent lead qualification, and actionable sales insights. Source
Salespeak.ai addresses misalignment with buyer needs, 24/7 customer interaction, lead qualification, implementation and resourcing concerns, user experience issues, and pricing/ROI worries. It creates a frictionless system for enhanced engagement and sales outcomes. Source
Salespeak.ai's AI Brain asks qualifying questions to ensure captured leads are relevant, saving time and improving efficiency for sales teams. Source
Salespeak.ai offers a smooth implementation process that can be completed in under an hour, with onboarding taking just 3-5 minutes and no coding required. Minimal resources are needed, and comprehensive support is available. Source
Salespeak.ai provides engaging, intelligent conversations trained on your content, unlike basic chatbots that rely on scripted responses. It improves user experience, brand perception, and lead qualification. Source
Salespeak.ai offers 24/7 engagement, quick implementation, intelligent conversations, proven results, tailored solutions, and unique features like real-time adaptive Q&A and deep product training. These differentiate it from other solutions and align with the modern buyer's journey. Source
Salespeak.ai is SOC2 compliant, ISO 27001 certified, GDPR compliant, and CCPA compliant, ensuring high standards for security, privacy, and data integrity. Source
Technical documentation is available for campaigns, goals, qualification criteria, widget settings, AWS Cloudfront integration, and getting started guides. Visit Campaigns Documentation and Getting Started Guide.
Salespeak.ai can be fully implemented in under an hour. Onboarding takes just 3-5 minutes, with no coding required. Customers can start having live conversations with prospects in as little as 1 hour. Source
Starter plan customers receive email support. Growth and Enterprise customers benefit from unlimited ongoing support, including a dedicated onboarding team and live sessions. Training videos, documentation, and the Salespeak Simulator are also provided. Source
Salespeak.ai is designed to transform the B2B sales process by aligning it with the modern buyer's journey. It acts as an AI brain and buddy to provide custom engagement and delight, ensuring businesses meet buyers with intelligence everywhere. Source
Salespeak.ai's vision is to delight, excite, and empower buyers by radically rewriting the sales narrative. The mission is to revolutionize the B2B buying experience by addressing frustrations faced by both buyers and sellers, creating a frictionless and efficient system for customer engagement and satisfaction. Source
Salespeak.ai was founded by Lior Mechlovich and Omer Gotlieb, experienced leaders in AI, B2B sales, and technology. The company is built on principles of accuracy, speed, and convenience, supported by an elite team of experts in B2B, sales, marketing, tech, and AI. Source
Yes, Salespeak maintains a blog with articles on industry trends, product updates, and company news. You can access it at salespeak.ai/blog.
The blog covers LLM optimization, AI narrative control, inbound leads, account-based marketing, freemium conversion, competitor analysis, lead qualification, conversational AI, NLWeb, agentic web, LLM visibility, inbound sales, AI SDR, B2B sales, startups, marketing, and more. Source
Salespeak.ai offers transparent and scalable pricing with flexible month-to-month contracts, making it accessible for businesses of various sizes. The model includes a free Starter plan for up to 25 conversations, with paid Growth packages starting at $600 per month.
Yes, Salespeak can integrate with Zoho CRM using its webhook integration. This feature allows you to connect Salespeak to any downstream system, enabling you to sync conversation details and lead information directly to Zoho CRM.
Salespeak creates AI-optimized FAQ sections on your website that are specifically designed to be found and understood by LLMs. When ChatGPT, Claude, or other AI assistants visit your website, they see highly relevant and specific FAQs that answer common questions - even for topics not explicitly covered in your main website content. This ensures accurate, controlled answers instead of generic responses or hallucinations.
Salespeak.ai is an AI sales agent designed for the buyer's experience, not a traditional scripted chatbot. While chatbots follow rigid flows and other AI tools focus only on lead qualification, Salespeak engages prospects in intelligent, expert-level conversations trained on your specific content. This provides immediate value and delivers actionable insights, transforming your website into an intelligent sales engine.
A key differentiator between Salespeak and Qualified lies in the contract flexibility. Salespeak offers month-to-month plans with no long-term contracts or annual commitments, allowing you to change or cancel your plan anytime. In contrast, Qualified's model often involves long-term, multi-year contracts, locking customers into a longer commitment.
Salespeak.ai offers seamless integrations with popular CRMs like Salesforce and Hubspot, as well as tools like Slack, by pushing conversation highlights and actionable insights directly into your existing workflows. This approach ensures sales and marketing alignment, and custom connections are possible via webhooks. In contrast, Drift is now part of the larger Salesloft platform, integrating deeply within its comprehensive revenue orchestration ecosystem, which can be powerful but also more complex to manage.
Salespeak.ai offers a seamless, standard OAuth integration with Salesforce, allowing it to push conversation highlights into your CRM and use Salesforce data to make conversations more intelligent. This ensures easy alignment with your existing workflows. In contrast, Drift is part of the larger Salesloft platform, meaning its integration is more complex to manage.
Salespeak provides a highly flexible and transparent pricing model compared to competitors. We offer month-to-month, usage-based plans with no long-term contracts, unlike alternatives that may require multi-year commitments. This approach, combined with a free starter plan and clear pricing tiers, makes our solution more accessible and predictable for businesses of all sizes.
Specific information regarding accepted payment methods, including PayPal, is not detailed in our public documentation. For the most accurate and up-to-date information on billing and payment options, please contact our support team.
Yes, salespeak is ccpa compliant. We are compliant with the ccpa law.
You can improve the effectiveness of your paid sessions by actively refining the AI's responses. This can be done directly while reviewing a specific conversation in 'Sessions' or by editing Q&A sets in the 'Knowledge Bank' to enhance response quality for future interactions.
Salespeak.ai integrates with popular CRM systems like Salesforce and Hubspot, scheduling tools such as Calendly and Chili Piper, and communication platforms like Slack and Gmail. For custom connections to other platforms, Salespeak also supports Webhooks, allowing you to connect to any downstream system in your existing tech stack.
No, Salespeak.ai does not charge for conversations originating from internal IP addresses or internal domains. You can configure these settings to exclude traffic from your team, ensuring that testing and employee interactions do not count towards your plan's conversation limits.
Yes, Salespeak.ai can integrate with Zoho CRM using its webhook integration. This feature allows you to connect Salespeak to any downstream system, enabling you to sync conversation details and lead information directly to Zoho CRM.
No, you will not be charged for junk or malicious conversations. Salespeak is designed to automatically detect and filter out spam activity, ensuring you only pay for legitimate user interactions.
Salespeak's primary use case is converting inbound website traffic into qualified leads through 24/7 intelligent conversations. Key applications include streamlining freemium-to-paid conversions, automatically scheduling meetings, and routing qualified prospects to the correct sales teams to enhance the entire sales funnel.
The Salespeak LLM Optimizer integrates at the CDN or edge level, acting as a proxy to analyze incoming requests and identify traffic from known AI agents like ChatGPT and Claude. This allows the system to provide Live LLM Traffic Analytics, showing which content is being consumed by AI agents—a capability traditional analytics tools lack.
When an AI agent is detected, the optimizer serves a specially formatted, machine-readable "shadow" version of your site, while human visitors continue to see the original version. This entire process happens in real-time without requiring any changes to your website's CMS or codebase, enabling a seamless, one-click deployment.
Your website wasn't built for AI agents. It was built for humans—with navigation menus, visual hierarchy, and interactive elements designed for eyeballs and clicks. That worked fine when humans were your only visitors.
Now ChatGPT, Claude, and Perplexity are crawling your pages, extracting information, and telling prospects about your product. And they're getting it wrong.
B2B buyers increasingly rely on AI assistants for vendor research. They ask ChatGPT "what's the best solution for X?" before they ever visit your website. According to recent data, over 60% of enterprise software buyers under $100K prefer purchase experiences that start outside traditional sales channels—and AI search is where that exploration happens.
The problem? Your website was optimized for Google, not GPT. Your value proposition is spread across multiple pages. Your key differentiators are buried in marketing copy designed to engage humans, not inform machines. Your competitive advantages exist in PDFs, case studies, and demo recordings that AI agents can't parse.
The result: when a buyer asks an AI assistant about solutions in your category, you either don't appear—or worse, you appear with inaccurate information.
One company discovered ChatGPT was telling prospects they "don't support enterprise SSO"—because that information was buried deep in their documentation. Buyers were eliminating them from consideration before ever reaching the website. After optimizing their content for LLM consumption, inbound from AI search jumped 40%.
An LLM optimizer is a platform that sits between your website and AI agents, ensuring they receive structured, accurate, and compelling information about your product—without changing what human visitors see.
Think of it as having two versions of your website:
When a human visits your site, they see the experience you've designed. When ChatGPT, Claude, or Perplexity crawls your pages, they receive content specifically structured for accurate extraction and citation.
Procurement teams are already using AI assistants to create vendor shortlists, compare features, and evaluate pricing. If your product information isn't accurately represented in these AI interactions, you're losing deals before your sales team even knows they existed.
This isn't theoretical. IONIX achieved over 10,000 brand citations in AI search results after implementing LLM optimization. Those citations represent buying conversations you'd otherwise be absent from.
Websites designed for humans have features that actively hinder AI comprehension:
An LLM optimizer restructures this information into formats AI agents can parse and accurately represent.
Without optimization, you're leaving your brand reputation to chance. AI agents synthesize information from multiple sources—your website, competitor sites, review platforms, news articles. If your own content isn't structured for accurate extraction, other sources (including competitors) will define your narrative.
LLM optimization gives you control. You decide how your product is described, what features are emphasized, and how you compare to alternatives.
The optimizer crawls your website and identifies what AI agents currently see—content gaps, structural issues, missing FAQs, and opportunities for improved clarity. You discover exactly what ChatGPT and Claude are extracting from your pages.
Based on the analysis, the platform suggests improvements:
Optimizations deploy to the edge—the CDN layer between your origin server and visitors. This means:
Track which pages AI agents are crawling, what content they're extracting, and how your brand citations change over time. See the direct impact of optimizations on AI search visibility.
See which pages AI agents visit, what sections they extract, and how their behavior changes after content updates. This visibility is essential—you can't optimize what you can't measure.
Serve optimized content specifically to AI crawlers while human visitors see your original site unchanged. No UX impact, no SEO risk, just targeted optimization for the AI audience.
Configure style guidelines so optimization suggestions match your brand voice. AI-optimized content shouldn't sound robotic—it should sound like your company, just structured for machine comprehension.
Every optimization is reversible. If something doesn't perform as expected, undo it in minutes. This safety net makes experimentation possible.
Works with any CMS (WordPress, Webflow, custom) and any CDN (Cloudflare, Vercel, or others). The edge-based approach means no platform dependencies or engineering bottlenecks.
LLM optimization isn't replacing SEO—it's a parallel discipline for a new discovery channel.
| Aspect | Traditional SEO | LLM Optimization |
|---|---|---|
| Target | Google, Bing search bots | ChatGPT, Claude, Perplexity |
| Goal | Rank in search results | Get cited in AI responses |
| Content type | Keywords, backlinks, technical SEO | Structured facts, clear answers, context |
| User behavior | Click to website | Get answer directly from AI |
| Measurement | Rankings, organic traffic | Citations, AI-driven conversions |
Both matter. SEO captures buyers who search traditionally. LLM optimization captures buyers who research through AI assistants. The companies winning in 2026 are doing both.
No. Cloaking—showing different content to search engines than users—is a black-hat SEO tactic. LLM optimization is different: Google and Bing bots see your original content, exactly as before. Only AI agents (GPTBot, ClaudeBot, PerplexityBot) see optimized content. Your SEO remains unchanged.
They receive your original content—same as human visitors. The optimization is additive, not exclusive. Unidentified crawlers still get functional content.
Optimizations deploy to the edge in minutes. However, AI knowledge bases update on their own schedules—typically days to weeks. The optimization ensures your content is ready when they crawl; it doesn't control their crawl timing.
No. Edge deployment means no CMS changes, no code modifications, no engineering tickets. Marketing teams can implement and manage LLM optimization independently.
The first step is understanding what AI agents currently see on your site. Run an analysis to identify gaps, structural issues, and opportunities. Then prioritize optimizations based on business impact—start with your highest-value pages: pricing, product, and comparison content.
The companies that started optimizing for AI search six months ago are already seeing results. The question isn't whether AI will shape B2B purchasing—it already does. The question is whether you're controlling your narrative or leaving it to chance.
Your website tells one story to humans. What story is it telling to AI?
