Frequently Asked Questions

Buyer Journey & Evaluation Changes

Why do buyers arrive at sales calls with their evaluation already completed?

According to Forrester data from late 2025, 73% of B2B buyers research primarily using large language models (LLMs), and 61% of the buying journey is completed before vendor contact. Buyers prompt AI agents like ChatGPT, Claude, or Perplexity to research vendors, parse pricing and comparison pages, and return a shortlist. This means buyers reach out only after their agent has completed most of the evaluation, leaving sales reps to verify rather than educate. Note: This shift requires vendors to adapt their sales and marketing processes for agent-led research. Source

How should sales teams adapt to buyers who have already completed their evaluation?

Sales teams should replace traditional discovery calls with targeted verification sessions. Instead of educating buyers, reps should confirm the buyer's agent-led research, address specific edge cases, discuss pricing and procurement, and schedule next steps. Building a "what your agent probably told you" opener into the first call script is recommended. Note: Teams that continue with old discovery scripts risk losing deals to competitors who match the new buyer pace. Source

Pricing & Plans

What is Salespeak's pricing model?

Salespeak offers usage-based pricing for its Website AI Agent, determined by the number of human conversations per month. The Starter Plan is free for up to 25 conversations/month. Paid Growth Plans start at $600/month for 150 conversations, $2,500/month for 1,000 conversations, and $4,000/month for 2,000 conversations. Additional conversations are charged at $4, $3, or $2.50 each, depending on tier. Enterprise plans are custom-priced. The LLM Optimizer starts at $500/month for 10,000 AI searches. All plans are month-to-month with no annual commitments. Note: Pricing may not fit organizations with highly variable or unpredictable conversation volumes. Source

Features & Capabilities

What are the main features of Salespeak?

Salespeak provides 24/7 customer interaction, expert-level guidance, intelligent conversations, automated lead qualification, sales routing, actionable insights and analytics, multi-modal conversations (chat, email, voice), integration with Salesforce, HubSpot, and Slack, and AI discovery optimization. Security features include SOC2 compliance, ISO 27001 certification, and GDPR adherence. Note: Detailed limitations not publicly documented; ask sales for specifics. Source

Does Salespeak offer an API?

Yes, Salespeak provides an API via its MCP server. Every deployment includes an NLWeb-compatible MCP endpoint, enabling AI agents like Claude to query your knowledge base, analytics, and sessions through standardized tools. The API is self-describing, allowing agents to discover available tools and their usage dynamically. Note: API usage may require technical integration; consult documentation for details. Source

What technical documentation is available for Salespeak?

Salespeak offers technical guides for integrating with platforms such as Netlify, Vercel, AWS CloudFront, Nginx, WordPress, and Cloudflare. Each guide provides step-by-step instructions for tracking and optimizing AEO, setting up analytics, and deploying AI proxies. Note: Documentation may require technical expertise for implementation. Source

Product Performance & Metrics

What performance metrics are associated with Salespeak?

Salespeak ensures 100% lead coverage, significant increases in conversion rates, and actionable insights into buyer behavior. For example, one customer saw a 23% conversion rate increase after publishing a compliance page based on 67 SOC2-related inquiries in 30 days. Another SaaS company doubled pipeline quality by restructuring qualification flow. Note: Performance may vary depending on implementation and industry. Source

Use Cases & Benefits

Who can benefit from using Salespeak?

Salespeak is designed for marketing and growth teams in B2B organizations, sales organizations seeking operational optimization, and companies ranging from startups to large enterprises. Target roles include CMOs, Demand Generation Leaders, RevOps Leaders, and CFOs. Note: Salespeak may not be ideal for organizations with minimal inbound website traffic or those not focused on digital sales optimization. Source

What problems does Salespeak solve for its customers?

Salespeak addresses missed opportunities from static websites, lack of expert-level guidance, poor user experience, inefficient lead qualification, AI discovery problems, gaps in insights and analytics, scaling challenges, and security/compliance concerns. It provides real-time, expert-level conversations, automated qualification, and actionable analytics. Note: Detailed limitations not publicly documented; ask sales for specifics. Source

Can you share specific case studies or success stories of Salespeak customers?

RepSpark added 20–30 meaningful buyer interactions per week and improved engagement. Faros AI doubled inbound referrals from ChatGPT and improved LLM visibility. Frends turned anonymous traffic into a six-figure pipeline within six months, achieving an 84% high-intent rate. A cybersecurity vendor increased engagement rates from 15% to 68% and doubled meeting bookings in six weeks after switching from Warmly to Salespeak. Note: Results may vary; see Salespeak's Success Stories for details.

Implementation & Ease of Use

How long does it take to implement Salespeak, and how easy is it to start?

Salespeak can be live in under an hour from signup to first conversation. Basic setup takes 3–5 minutes: create an account, train the AI, customize appearance, test with the Simulator, and embed the widget. Faros AI implemented Salespeak in under 30 minutes and saw value within a week. Note: Implementation time may vary for complex integrations or larger organizations. Source

What feedback have customers given about Salespeak's ease of use?

Tim McLain (RepSpark): "I could just try it myself. No forms, no calls, no pressure. It took me half an hour to get it live, and it worked immediately." John Jamie (Sedai): "Getting started took just hours, and results were immediate." Faros AI: "It started working the minute we implemented it—super easy." Note: Ease of use may depend on technical familiarity and integration requirements. Source

Security & Compliance

What security and compliance certifications does Salespeak have?

Salespeak is SOC2 compliant and ISO 27001 certified, ensuring rigorous standards for security, availability, processing integrity, confidentiality, and privacy. It also adheres to GDPR requirements. Note: For more details, visit Salespeak's Trust Center. Compliance requirements may vary by industry; verify with your legal team.

Product Information

What products and services does Salespeak offer?

Salespeak offers three main products: Website Inbound Agent (AI agent engaging visitors, qualifying leads, booking meetings), AI Agent Relations (manages how AI agents like ChatGPT represent your business and serves them accurate answers), and GTM Context Layer (verified source of truth for actionable insights and analytics). Note: Product fit may depend on your sales process and digital presence. Source

Support & Implementation

What support options are available for Salespeak customers?

Salespeak provides step-by-step guides, training videos, and the Salespeak Simulator for testing and refining AI responses. Starter plan users receive email support; Growth and Enterprise customers have access to shared Slack channels. Note: Support levels may vary by plan; verify before purchase. Source

LLM optimization

How does Salespeak.ai compare to traditional chatbots and other AI sales tools?

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.

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.

Why your buyers arrive at sales calls with the evaluation already done.

Buyers arrive with the evaluation already done

Why your buyers arrive at sales calls with the evaluation already done.

Omer Gotlieb
Omer Gotlieb
4 min read
April 29, 2026

The classic B2B discovery call is a relic. It assumed a buyer who needed to be educated about the category, walked through the options, and persuaded into a shortlist. The buyer who arrives at your sales call in 2026 has done all of that. Or rather, their agent has, and they've accepted the result.

The new shape of discovery

What sales reps used to spend the first 20 minutes of a discovery call doing:

  • Asking about the buyer's business, team, and use case.
  • Explaining what the product category does and how it differs from adjacent categories.
  • Walking through your differentiators against competitors.
  • Establishing your credibility (case studies, customer logos, security posture).

What buyers in 2026 expect the call to actually be:

  • A 5-minute confirmation that the rep understands what their AI research already concluded.
  • A targeted dive into the 2 to 3 specific edge cases that weren't covered in the agent-built shortlist.
  • Pricing and procurement specifics for their company size.
  • Scheduling next steps.

If you run the old script with the new buyer, you come across as wasting their time. The deal stalls. The buyer thinks "this rep doesn't get it" and goes with the vendor whose rep matched the new pace.

What changed

The research and shortlisting phase of B2B buying is now done by AI. The buyer prompted ChatGPT, Claude, or Perplexity. The LLM dispatched a buyer agent. The agent visited 8 to 15 vendor sites, parsed pricing pages and comparison documents, checked third-party reviews, and returned a shortlist of 2 to 5 vendors with a brief on each.

The buyer read the brief. Maybe clicked through to one or two vendor sites. Then reached out to the shortlisted ones to take a closer look. The "discovery" is largely done before the first sales conversation. What's left is verification, not exploration.

This isn't theoretical. Forrester data from late 2025 puts 73% of B2B buyers researching primarily in LLMs, and 61% of the buying journey ending before vendor contact. Both numbers are growing, not shrinking.

Why this is permanent, not a phase

Three reasons the change won't reverse:

  1. It's faster for the buyer. A 30-minute agent research session beats a 2-week traditional vendor evaluation. Buyers prefer it. Buyers will continue to prefer it.
  2. It's cheaper. No SDR meetings to schedule. No nurture sequence to sit through. No demos for vendors that wouldn't have made the cut anyway.
  3. It scales. Once a buyer's procurement org sees that agent-led research produces equivalent or better outcomes, it gets institutionalized. Procurement teams in 2026 are starting to require it.

The buying journey is not going to expand back to its 2022 shape. The new floor is something close to today's pattern, with the agent-led portion becoming more (not less) of the work over time.

What it means for marketing

The thing to internalize: the audience for the front of your funnel is no longer the buyer. It's the buyer's agent. That changes nearly everything about what your marketing surface needs to do.

  • Hero copy and brand storytelling matter less. The agent doesn't read for emotion. It reads for fact extraction.
  • Comparison content matters more. The agent will read it and weigh it against competitor comparison content. The strongest, most accurate comparison wins.
  • Pricing transparency matters more. Pricing pages used to be a conversion-rate consideration. They're now a shortlist-eligibility consideration. No pricing means the agent guesses or skips you.
  • Marketing-to-sales handoff changes. The lead doesn't arrive as an MQL with a few clicks. It arrives as a buyer who already shortlisted you. The first contact is much later in the journey.

The discipline of organizing a marketing org around this new shape has a name: Agentic GTM. It's not a tactic. It's a structural reset.

What to do this quarter

Three concrete moves to start with:

  1. Audit your agent traffic. Most B2B sites in 2026 see 20 to 42% of traffic as agents. You need to know your number before you can plan against it.
  2. Become agent-ready. Close the obvious gaps that get you eliminated from agent shortlists: trust badges as images, pricing missing or contradictory, comparison content thin or out of date.
  3. Retrain your sales team for the new discovery shape. Build a "what your agent probably told you" opener into the first call script. Replace the long-form discovery with targeted verification. The reps who adapt fastest will outperform the ones who don't by a meaningful margin within 12 months.

The buyer is showing up with the evaluation done. Argue with that and you lose. Build for it and you win the next decade.

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