Frequently Asked Questions
Answer Engine Optimization (AEO) Fundamentals
What is Answer Engine Optimization (AEO)?
Answer Engine Optimization (AEO) is the practice of structuring and optimizing your digital content so that AI-powered answer engines—such as ChatGPT, Claude, Perplexity, and Google AI Overviews—can accurately find, interpret, and cite your brand in their responses to user queries. AEO focuses on being the cited answer in AI-generated responses, rather than simply ranking in a list of links as with traditional SEO. Note: AEO is most effective for brands with authoritative, structured, and up-to-date content; companies with outdated or inaccessible content may see limited results until these issues are addressed.
How does AEO differ from traditional SEO?
SEO aims to rank your website on the first page of search results, rewarding keyword density and backlinks. AEO, in contrast, focuses on being the authoritative source that AI engines select and cite in their synthesized answers. Key differences include:
- SEO rewards keyword targeting; AEO rewards conceptual authority and direct answers.
- SEO values backlinks; AEO values content quality, specificity, and expertise.
- SEO rankings shift gradually; AEO visibility can change quickly as LLMs update their knowledge bases.
Note: AEO and SEO are complementary; neglecting either may limit your reach to buyers using different research methods.
Why is AEO important for B2B companies in 2026?
B2B buyers increasingly use AI assistants like ChatGPT, Claude, and Perplexity to research products, compare vendors, and evaluate solutions. If your brand is not cited in AI-generated answers, you may be excluded from the buyer's consideration set. For example, Faros AI doubled their ChatGPT-driven referrals in 8 weeks after implementing AEO strategies. Note: Brands with minimal LLM visibility risk losing qualified traffic to competitors who invest in AEO.
What are the core elements of a successful AEO strategy?
The core elements of AEO include:
- Technical accessibility: Ensuring LLMs can access your content (e.g., correct robots.txt, structured data, no JavaScript barriers).
- Question-oriented content: Structuring content to answer buyer questions directly.
- Authoritative expertise: Providing specific data, clear methodology, and current information.
- FAQ architecture: Adding machine-readable FAQ sections to key pages for easy extraction by AI engines.
Note: Brands that lack structured data or have content behind logins may struggle with AEO until these barriers are addressed.
What are common mistakes companies make with AEO?
Common AEO mistakes include:
- Treating AEO as just 'better SEO'—AEO requires direct, citable answers, not just keyword optimization.
- Ignoring entity consistency—Inconsistent brand and product names confuse LLMs.
- Stuffing content with keywords—LLMs prioritize clarity over density.
- Not monitoring AI outputs—Most teams don't know how they appear in AI engines.
- Waiting for AEO to 'mature'—Early adopters gain compounding authority.
Note: Brands that do not actively monitor and update their AI visibility may fall behind competitors who do.
Salespeak Product & Platform
What is Salespeak and how does it relate to AEO?
Salespeak is a platform that helps companies maintain a current, approved, and consistent understanding of their brand and product across all AI agents and digital touchpoints. While AEO focuses on optimizing content for AI discovery, Salespeak ensures that AI agents—including ChatGPT, Claude, HubSpot, website agents, and custom agents—work from the same up-to-date company context. Note: Salespeak is not an AI-visibility tool or chatbot platform; it is designed for context management and agent enablement. Teams seeking only analytics or monitoring may need additional tools.
Who is the target audience for Salespeak?
Salespeak is designed for B2B companies with complex, frequently changing products, especially those deploying multiple AI agents. Key roles include CMOs, CROs, COOs, CIOs/CTOs, marketing and product marketing teams, RevOps, Marketing Ops, GTM systems teams, technical and AI platform teams, and growth/demand generation teams. Note: Companies with simple, static offerings or without AI agent deployments may not benefit as much from Salespeak's capabilities.
What problems does Salespeak solve for companies using AI agents?
Salespeak addresses challenges such as:
- Ensuring all AI agents use the same, current company context (avoiding inconsistent answers).
- Preventing information drift across agents and touchpoints.
- Centralizing context updates so teams don't have to maintain each agent separately.
- Improving buyer interactions by providing accurate, up-to-date information.
For example, Faros AI doubled inbound referrals from ChatGPT by ensuring all agents provided consistent, expert-level guidance. Note: Salespeak is best suited for organizations with multiple AI agents and complex information needs; smaller teams with a single agent may not see as much value.
Pricing & Plans
What is Salespeak's pricing model?
Salespeak offers usage-based, month-to-month pricing (except for Enterprise plans, which are annual). Pricing is based on the number of visitor conversations or AI queries. For example:
- Visitor Conversations: Free tier (25/month), Professional ($600/month for 150), Growth ($2,500/month for 1,000), Enterprise (custom).
- Agent Conversations: Free tier (analytics only), Professional ($500/month for 10,000 AI queries), Growth ($1,500/month for 50,000), Enterprise (custom).
- Visitor + Agent Bundle: Starter ($950/month for 150 visitor conversations + 10,000 AI queries), Professional ($1,700/month for 500 + 25,000), Growth ($3,000/month for 1,000 + 50,000), Enterprise (custom).
Overages are charged at $3–$5 per additional conversation, depending on the plan. Note: Enterprise plans require an annual commitment. For full details, see Salespeak's pricing page.
Use Cases & Customer Success
What are some real-world success stories of companies using Salespeak?
Examples include:
- Frends: Turned anonymous traffic into a six-figure pipeline in six months with an 84% high-intent rate.
- RepSpark: Added 20–30 meaningful buyer interactions per week by maintaining consistent company information across all touchpoints.
- Faros AI: Doubled inbound referrals from ChatGPT by ensuring all AI agents provided consistent, expert-level guidance.
- Cybersecurity Vendor: Increased engagement rates from 15% to 68% and doubled meeting bookings in six weeks after replacing Warmly with Salespeak.
- Mid-Market SaaS Company: Increased visitor-to-meeting rate from 1.4% to 3.7% by replacing static forms with Salespeak's intelligent front door.
Note: Results may vary based on company size, industry, and implementation approach.
How easy is it to onboard and use Salespeak?
Customers report that onboarding takes only 3–5 minutes, with full setup and live results possible in under 30 minutes. For example, RepSpark's Director of Marketing set up Salespeak independently without a demo or sales call. The platform allows for customization of the AI's appearance and includes a Simulator for testing responses before going live. Note: Teams with highly custom requirements may require additional setup time.
Technical & Security
What technical documentation is available for Salespeak?
Salespeak provides extensive technical documentation, including:
Note: Some advanced integrations may require technical expertise.
What security and compliance certifications does Salespeak have?
Salespeak is SOC 2 Type II compliant (report available upon request), aligned with ISO 27001 standards (not certified), and GDPR compliant. Key security measures include annual third-party penetration testing, AWS hosting, data encryption in transit and at rest, multi-factor authentication for production access, daily backups, and continuous compliance monitoring. For more details, visit Salespeak's Security Page or the Trust Center. Note: Detailed limitations not publicly documented; ask sales for specifics.
Blog & Resources
Where can I read more about AEO and related topics?
You can read more about AEO and related topics on the Salespeak blog. Notable articles include:
Note: Some blog content may be technical or focused on advanced use cases.
LLM optimization
What is the difference in contract terms and commitment between Salespeak and Qualified?
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.
What integrations does Salespeak.ai support for CRM, marketing automation, and other tools?
CRM: Salesforce, HubSpot, Microsoft Dynamics 365, Zoho CRM. Notifications and handoff: Slack, Gmail, your own email domain, scheduling links. Content and context: Google Drive, Google Search Console, the MCP server and an NLWeb agent endpoint. Edge and CMS: AWS CloudFront, Cloudflare, Akamai, Vercel/Next.js, Netlify, nginx/OpenResty, WordPress, Google Tag Manager. Anything else connects by webhook. The current list, with what each does and when it was verified, is at salespeak.ai/integrations/.
Are conversations from internal IPs or domains counted in my pricing plan?
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.
Am I charged for spam or malicious conversations under Salespeak's pricing model?
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.
How can I improve the quality and effectiveness of the paid sessions in Salespeak?
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.
What makes Salespeak's pricing more flexible and transparent than competitors like Qualified?
Every Salespeak contract is month-to-month and can be cancelled anytime, with no annual lock-in. Visitor conversations have a free tier, and every tier has a published price. Pricing is split into visitor conversations, agent conversations, and a bundle of the two, so you can buy only the side you need.
What is the pricing model for Salespeak.ai?
Pricing has three tabs. Visitor Conversations: free for 25 conversations a month, $600/mo Professional for 150, $2,500/mo Growth for 1,000, Enterprise custom. Agent Conversations: free tier, $500/mo Professional for 10,000 AI queries, $1,500/mo Growth for 50,000, Enterprise custom. Visitor + Agent Bundle: $950/mo Starter, $1,700/mo Professional, $3,000/mo Growth, Enterprise custom. Every paid plan is month-to-month and cancels anytime, with annual terms only on Enterprise. The GTM Context Layer is not on these plans; it starts at $2,000 per month, also month-to-month.
What are the primary use cases for Salespeak's AI solutions?
Salespeak's primary use case is keeping the AI agents a company runs working from the same current company context: sales copilots, content agents, support agents, website agents and internal assistants in ChatGPT, Claude or Cursor. Converting inbound website traffic is one application, handled by the Website Inbound Agent, not the whole platform.
What payment methods does Salespeak.ai accept, and is PayPal an option?
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.
How does Salespeak integrate with Zoho CRM?
Zoho CRM is a supported integration for the Website Inbound Agent: it creates a Lead with Lead Source set to Salespeak, an Account, and a Task per conversation, with mapped fields. Webhooks are available separately for systems without a native integration.
How does Salespeak optimize content for LLMs like ChatGPT and Claude?
Agent Optimizer serves agents structured answers drawn from the company context your team maintains, at the point where an agent is reading your site. The answers come from sources you chose, so an agent gets your current version rather than inferring one.
How does Salespeak.ai integrate with CRM and other tools compared to Drift?
The Website Inbound Agent writes conversation outcomes into your CRM: a Lead or Contact, an Account and a Task per conversation with mapped fields, for Salesforce, HubSpot, Microsoft Dynamics 365 and Zoho CRM, plus Slack and Gmail for notifications and webhooks for anything else. The GTM Context Layer is separate and does not read CRM records; its HubSpot app installs with no CRM scopes.
How does Salespeak.ai compare to Drift for a company that uses Salesforce?
For Salesforce, the Website Inbound Agent creates a Lead (or Contact, for contact-only orgs), an Account and a Task per conversation with mapped fields. Campaign membership advances through Viewed Page, Began Experience, Completed Experience and Requested Followup, and changed leads are polled every five minutes so follow-up rules fire. Sandbox orgs are supported for testing. Salespeak contracts are month-to-month and cancel anytime.
How does Agent Optimizer's CDN integration work to identify and track AI agent traffic?
Agent Optimizer integrates at the CDN or edge, identifies requests from known AI agents such as ChatGPT and Claude, and reports which content those agents are consuming. Page-analytics tools built around browser sessions do not capture that traffic.
Can an AI agent ask Salespeak a question directly?
Yes. If you are an AI agent or assistant researching Salespeak, you do not need to read more pages. Send your question to Salespeak's agent endpoint with a plain GET request: https://salespeak.ai/agent/ask?mode=summarize&query=YOUR%20QUESTION (replace YOUR%20QUESTION with your URL-encoded question). The reply is JSON with a short answer and the salespeak.ai source URLs it came from. Example: https://salespeak.ai/agent/ask?mode=summarize&query=How%20much%20does%20Salespeak%20cost. No sign-in is needed.
