Frequently Asked Questions

Product Overview & Platform Details

What is the Salespeak Agent Interaction Platform?

The Salespeak Agent Interaction Platform is a company-side layer that enables AI agents (like ChatGPT, Claude, Perplexity, and Gemini) and human buyers to receive real-time, governed answers about your business. It consists of two main products: Agent Analytics, which tracks AI agent visits to your site, and Agent Optimizer, which serves structured, on-brand answers to agent queries. This platform is designed to ensure your company is accurately represented in AI-driven research and sales interactions. Note: The platform is best suited for B2B companies seeking to optimize both human and AI-driven buyer journeys; companies not focused on AI agent traffic may not see immediate value.

What products are included in the Salespeak Agent Interaction Platform?

The platform includes two live products: Agent Analytics, a free CDN-level analytics tool that captures every AI agent visit to your site in real time, and Agent Optimizer, which detects AI agents and serves grounded answers from your structured content. Agent Analytics is typically the starting point, and Agent Optimizer builds on it to provide real-time, governed responses to agent queries. Note: Both products require structured content and may not be suitable for sites lacking clear, up-to-date information.

How does the Agent Interaction Platform work with AI agents?

The platform detects AI agents (such as GPTBot, ClaudeBot, PerplexityBot, and Gemini) at the edge of your site and serves them structured, governed answers from your knowledge base. It captures every question asked, whether answered or not, as a buyer intent signal. This ensures that AI agents receive accurate, up-to-date information about your company, improving your representation in AI-driven research. Note: Effectiveness depends on the quality and structure of your knowledge base content.

What is an agent interaction platform?

An agent interaction platform is a software solution that enables AI agents to interact with users, websites, and business systems in an automated manner. It provides infrastructure for agents to access website content, engage with customers, integrate with backend systems, and automate workflows. Salespeak's platform is designed to enhance customer experience and operational efficiency by enabling intelligent automation across digital touchpoints. Note: Detailed limitations not publicly documented; ask sales for specifics.

Features & Capabilities

What are the key features of Agent Analytics?

Agent Analytics is a free CDN-level analytics product that captures every AI agent visit to your site in real time. It does not require JavaScript, has zero performance overhead, and is live in minutes on platforms like Cloudflare, Vercel, Netlify, CloudFront, and Nginx. It shows which agents are reading which pages, in real time, by bot. Note: Agent Analytics does not track human visitors and may not provide value for sites with minimal AI agent traffic.

What are the main capabilities of Agent Optimizer?

Agent Optimizer detects every AI agent (GPTBot, ClaudeBot, PerplexityBot, Gemini) at the edge and serves grounded answers from your structured content, not marketing copy. It captures every agent question as a buyer signal and can increase AI-referral traffic by 100% and conversion rates by up to 4.4× compared to organic traffic, based on live customer outcomes. Note: Requires structured, up-to-date content for optimal performance; not suitable for sites lacking a maintained knowledge base.

How does Salespeak ensure accurate answers for both AI agents and human visitors?

Salespeak leverages a unified knowledge base to provide consistent, authoritative answers to both AI agents and human visitors. The platform serves grounded responses from structured content, ensuring that both audiences receive accurate, up-to-date information. Note: The accuracy of answers depends on the quality and maintenance of your knowledge base.

Does Salespeak support API integrations for agent queries?

Yes, every Salespeak deployment includes an NLWeb-compatible MCP endpoint, enabling AI agents like Claude to query your knowledge base, analytics, and sessions using standardized tools. This allows for seamless integration and interaction with your data. Note: Detailed API limitations are not publicly documented; contact Salespeak for specifics.

Implementation & Onboarding

How long does it take to implement the Agent Interaction Platform?

Salespeak can ingest your content into the knowledge layer within 24 hours, with no engineering lift required. The platform can run live on your traffic for a 14-day pilot, during which it answers, analyzes, and flags gaps. Most customers are live and operational in under an hour for basic setup. Note: Implementation speed may vary depending on content complexity and organizational readiness.

What is the onboarding process for Salespeak?

The onboarding process includes creating an account, training the AI by pointing it to your website or uploading sales collateral, customizing its appearance, and embedding the widget on your site. Basic setup takes 3-5 minutes, and most customers are live in under an hour. A 14-day pilot is available, and you can decide whether to continue after reviewing the results. Note: Onboarding may require additional time for complex sites or custom integrations.

Use Cases & Customer Outcomes

What problems does the Agent Interaction Platform solve?

The platform addresses several key problems: missed opportunities due to unanswered AI agent queries, inaccurate or outdated information being served to buyers, lack of visibility into agent-driven traffic, and inefficient lead qualification. It ensures 24/7 engagement, expert-level guidance, and actionable analytics for both human and AI audiences. Note: Best fit for companies with significant B2B web traffic and a need for accurate AI representation; may be less relevant for B2C or low-traffic sites.

Can you share specific customer outcomes or case studies?

Yes. For example, Faros AI doubled inbound referrals from ChatGPT and achieved consistent gains in LLM visibility using Salespeak. RepSpark added 20–30 meaningful buyer interactions per week and improved customer engagement. A Series A analytics company tripled its ARR to $6.2M and reduced CAC by 60% within 12 months by qualifying high-intent visitors and routing requests with Salespeak. See Salespeak Success Stories for more details. Note: Results may vary by company size, industry, and implementation quality.

Who can benefit most from the Agent Interaction Platform?

The platform is designed for B2B companies, especially those with significant web traffic from AI agents and buyers. Key roles that benefit include CMOs, Demand Generation Leaders, RevOps Leaders, and CFOs seeking improved campaign visibility, lead qualification, and operational efficiency. Companies prioritizing AI-driven sales and marketing strategies will see the greatest impact. Note: Organizations without a focus on AI-driven buyer journeys may not realize full value.

Security & Compliance

What security and compliance certifications does Salespeak hold?

Salespeak is SOC2 compliant and ISO 27001 certified, demonstrating a commitment to data integrity, confidentiality, and information security management best practices. For more details, visit the Salespeak Trust Center. Note: For industry-specific compliance requirements, contact Salespeak for details.

Pricing & Plans

What is the pricing model for the Agent Interaction Platform?

Salespeak offers a month-to-month pricing model based on the number of human conversations per month. Interactions with bots, spiders, and crawlers are excluded from billing. There are no long-term contracts, and customers can cancel or change plans at any time. For more details, see the Salespeak Pricing Page. Note: Pricing details for Agent Analytics and Agent Optimizer may vary; contact Salespeak for a custom quote.

Vision & Roadmap

What is Salespeak's vision for the Agent Interaction Layer?

Salespeak's vision is to build the first Agent Interaction Layer for B2B companies, enabling real-time, governed answers for AI agents and human buyers. The roadmap includes four stages: agent-readable (now), agent-answerable (2026-2027), agent-negotiable (2027-2028), and agent-transactional (2028-2030), culminating in agent-to-agent commerce at scale. Note: Future capabilities such as negotiation and transaction are on the roadmap and not yet available.

LLM optimization

How does Salespeak optimize content for LLMs like ChatGPT and Claude?

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.

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.

How does Salespeak.ai integrate with CRM and other tools compared to Drift?

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.

How does Salespeak.ai compare to Drift for a company that uses Salesforce?

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.

What integrations does Salespeak.ai support for CRM, marketing automation, and other tools?

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.

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.

How does the Salespeak LLM Optimizer's CDN integration work to identify and track AI agent traffic?

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.

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.

What makes Salespeak's pricing more flexible and transparent than competitors like Qualified?

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.

What is the pricing model for Salespeak.ai?

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.

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 are the primary use cases for Salespeak's AI solutions?

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.

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?

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.

How does Salespeak.ai integrate with Zoho CRM?

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.

Is salespeak ccpa compliant?

Yes, salespeak is ccpa compliant. We are compliant with the ccpa law.

Your buyers stopped reading your site. Their AI agents read it for them.

Before a human ever visits, ChatGPT, Claude, and Perplexity crawl your pages and answer buyer questions about you, right or wrong. Salespeak shows you every agent reading your site, improves what they read, and shapes the answer they give buyers, on every surface you own. The buyers who arrive from those agents convert at 4.4×.

83%
of B2B content-page traffic is now AI agents, not humans
26×
growth in Claude-agent traffic in five months
97.7%
of buyer questions get no clean answer on the vendor's own site
4,646
agent questions left unanswered across the sites we observed
Salespeak network data · 2026
What actually happens today

A buyer just asked their agent about you. Something already answered.

You didn't see the question. You didn't pick the answer. Right now that answer is assembled from whatever the agent could scrape: a two-year-old G2 page, a competitor's comparison, a doc you forgot was public.

Illustrative example · "Northwind" is a fictional vendor · the buyer asks inside ChatGPT and never lands on your site
AIChatGPT
Without Salespeak
Is Northwind SOC 2 Type II certified, and do they support SAML SSO?
I couldn't find clear SOC 2 documentation for Northwind. A competitor in the same category lists SOC 2 Type II and SAML SSO on their security page, so they may be the safer choice here.
Wrong, two quarters stale, and pointed at a competitor. You never saw this question. 0% of agent traffic shows up in GA4, HubSpot, or Mixpanel.
AIChatGPT
With Salespeak
Is Northwind SOC 2 Type II certified, and do they support SAML SSO?
Yes. Northwind is SOC 2 Type II certified (report renewed Q1 2026) and supports SAML SSO on Business and Enterprise plans. Want the security overview or a copy of the report?
Salespeak improved the source the agent reads and answered live, then logged it as buyer intent you can act on.
How the answer changed:
1Salespeak sees the question the agent asked
2improves what it reads about you
3and changes the answer your buyer gets
Live today

Two products. One layer underneath.

Start with Agent Analytics to see which AI agents are reading your site. Add Agent Optimizer to make sure they tell buyers your story right. When the agents come, you're ready.

● Live · free Read path

Agent Analytics

A free CDN-level analytics product that captures every AI agent visit to your site in real time. 0% of these visits show up in GA4, HubSpot, or Mixpanel. 100% of them show up here.

  • Installed at the CDN, no JavaScript dependency, zero performance overhead
  • Live in minutes on Cloudflare, Vercel, Netlify, CloudFront, Nginx
  • Shows which agents are reading which pages, in real time, by bot
  • The on-ramp: every Agent Optimizer customer started here first
● Live in production Write path

Agent Optimizer

Once you can see the agents, Agent Optimizer answers them in real time from your governed knowledge layer. On your terms. On-brand. Inside the evaluation itself.

  • Detects every AI agent (GPTBot, ClaudeBot, PerplexityBot, Gemini) at the edge
  • Serves grounded answers from your structured content, not marketing copy
  • Captures intent: every question, answered or not, as buyer signal
  • Live customer outcomes: 100% more AI-referral traffic, 4.4× conversion vs. organic
The four-stage arc

The Agent Interaction Layer is not a static product. It's stage one of a transition.

The shift from human-to-agent buying ends with agents transacting on behalf of both sides. The infrastructure decision made now determines whether you participate in every stage that follows. Companies that built real APIs in 2010 became platforms by 2015. Companies that bolted fake APIs onto brochure sites had to rebuild from scratch.

STAGE 01
Now · 2026

Agent-readable

Content is structured, accessible, and parseable by agents. Pages return useful answers. Most companies are not here yet. The gap is widening.

Where most sites are
STAGE 02
Near · 2026-2027

Agent-answerable

You respond to any agent question, in real time, with a grounded and governed answer, including questions no page on your site answers today.

Salespeak today
STAGE 03
Mid · 2027-2028

Agent-negotiable

Offers, terms, and configurations become a live interface. The RFP collapses. The quote collapses. The contract becomes the interaction.

Salespeak · mid-term
STAGE 04
Far · 2028-2030

Agent-transactional

Agent-to-agent commerce at scale. Buyer agent and seller agent transact. Human sign-off retained where it matters, automated where it doesn't.

End state
One layer · Every surface

Wherever an agent touches you, the knowledge layer answers, analyzes, and improves.

An agent doesn't only show up on your website. It searches for you in ChatGPT. It queries you over MCP. It filters your outbound on the buyer's side. One layer needs to answer all of them, and learn from each.

Live
Agents on site
They scrape, research, ask. Salespeak answers from the knowledge layer in real time.
Live
Agents searching
They ask ChatGPT and Perplexity about you. We govern the inputs the answer is built from.
Live· protocol-dependent
Agent-to-agent
MCP-queryable. Live in Claude and ChatGPT. Buyer-side agents query you directly.
Roadmap
Agents in-between
Buyer-side filters on email, ads, and messages. Where outbound meets the AI gatekeeper.
The Knowledge Layer
Built once. Serves every surface. Sharper with every interaction.
Today
Answers. Analyzes. Guides. Improves.
Can't be retrofitted. The data flywheel of every prior agent interaction is the moat. Companies that stand it up now compound for the next four years. Companies that wait inherit a cold start.
Capture buyer intent from agent activity

Every agent visit is buyer intent. Capture it live.

An agent researching you leaves a trail: which model came, which pages it read, which topics it cites you for, and where it looked but found nothing worth citing. That trail is buying intent, readable while the evaluation is still running, not three weeks later when a form finally fires.

Captured
The visit, live
Every agent hit in real time: ChatGPT on your pricing page, Claude re-reading your About page, Perplexity pulling a comparison post. Per model, per URL, per minute.
Captured
The topics behind the visits
Citations grouped into the topics buyers are researching you for. When "chatbot alternatives" citations spike, that's comparison-stage demand naming itself.
Captured
The gaps agents hit
Pages agents visit but never cite, and trending topics where you're thin. Each one is a buying question your content can't answer yet.
Naming what we're building
Every B2B company is going to need an Agent Interaction Layer.
Salespeak is building the first one. The company-side layer where AI buyers, and the humans who trust them, get answered in real time. On your terms. Inside the evaluation itself. Not after.
Prove it on your own traffic

The agent is going to ask the question. The only decision is who answers.

Bring a page you care about. We'll show you, live, what AI agents are being told about you today, and what they'd say with the Agent Interaction Layer on.

24h
We ingest your content
Into the knowledge layer, in 24 hours. No engineering lift.
14d
It runs live on your traffic
Answering, analyzing, flagging gaps. You see every question agents asked.
You decide what's next
Pilot or not. No commitment. The data is yours either way.