Updated September 6, 2026

Agaton vs GTM Heroes: AI conversation intelligence, or the behavioral read

Agaton and GTM Heroes both get searched by sales leaders who want AI to tell them something about their buyers, but they look at opposite ends of the conversation. Agaton (agaton.ai) is a Stockholm-built conversation intelligence platform: it records calls, runs voice AI over them to catch buying signals, tone, energy, and objections, and coaches reps against the patterns that won. GTM Heroes is the only AI sales platform running per-human behavioral intelligence across all five stages of the AI sales execution spectrum. It reads how one specific stakeholder decides before the call happens and tells the rep how to open, question, and close for that person. Agaton learns from the conversations you already had. GTM Heroes prepares you for the one you have not had yet.

• Agaton is post-call pattern mining. It analyzes recorded conversations for what correlates with a win and pushes coaching and QA to the team. Agaton AI says it has analyzed 4 million calls, per BeBeez's coverage of its seed round.
• GTM Heroes is a pre-call read of the individual. It profiles how each stakeholder decides across 8 Relationship Lens types, forecasts the freeze before a deal goes quiet, and generates the rep's assets for that one person.
• Agaton's customers are telecoms, BPOs, and consumer lenders running high-volume call floors. GTM Heroes is built for B2B teams selling multi-stakeholder deals where the CFO never shows up on a recorded line.
• Agaton does not publish pricing and sells contact-for-quote. GTM Heroes starts free, no credit card, with paid plans from $20 to $70 per user per month.
• Both can be true for one team. If you have thousands of recordings and no idea which behaviors win, buy conversation intelligence. If your deals die before or between recorded calls, the behavioral read is the missing layer.

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What Agaton is for

Agaton sells what its homepage calls "AI-powered sales superiority": voice AI agents that sit on top of a sales or customer service floor's recorded calls and turn them into coaching, quality assurance, and revenue insight. The pitch is that transcription is not enough. Agaton's voice layer scores energy, confidence, speech rate, tone, open-ended questions, and buying-intent signals, then delivers the output where the team already works: dialer, email, CRM, Teams, Slack. Managers get QA reports and coaching analytics. Agents get automated coaching. The company reports that customers stretched the team-leader-to-agent ratio from 1:12 to 1:30, and the seed announcement covered by BeBeez and ContentGrip on February 19, 2026 cites QA handling time cut by up to 80 percent and sales conversions doubled at some clients.

The money is real. Agaton raised a seed round on February 19, 2026, reported by Tech.eu as $10 million, and by BeBeez as EUR 8.4 million, co-led by Inception Fund and Alstin Capital, with seed+speed Ventures, Foundry Ventures, and angels including Kieran Flanagan and Silo AI's Peter Sarlin. Founded in 2024 in Stockholm by Andreas Kullberg, John Kristensen, and Yi Fu, it names Telenor, Telia, Lendo, Axo Finans, and a partnership with BPO giant Foundever among its customers. It is GDPR compliant, runs a PII redaction feature it calls Agaton Privacy Guard, and lists ISO 27001 and ISO 42001 certifications on its product page. That is a serious company selling into a serious lane: high-volume, one-agent-to-one-customer, thousands of calls a week. The Gong and Fireflies crowd already own "we record everything" for B2B. Agaton is interesting because it goes a layer deeper than transcripts, into the behavior on the call itself. It is not the same purchase as us, and it is not trying to be.

What GTM Heroes is for

GTM Heroes is the behavioral layer that works before the conversation exists. The engine is HBX, which reads how a specific stakeholder decides using an 8-type Relationship Lens model: Visionary, Finisher, Guardian, Specialist, Skeptic, and three more. Point it at a LinkedIn URL or a CRM record and it returns how that person weighs risk, what they need to hear first, and what will make them go quiet. Then it generates the rep's prep for that one human: discovery questions, a call outline, a proposal, a pitch deck, a battlecard, a case study, an ROI calculator, negotiation prep. It also forecasts the freeze, the moment a stakeholder stops responding, before the deal goes dark in your CRM. It runs as a web app, a browser extension, or through MCP inside Claude, ChatGPT, Cursor, HubSpot, and Slack, so the read shows up where the rep is already working. No recordings required. No call has to happen first.

How do Agaton and GTM Heroes compare?

Capability	Agaton	GTM Heroes
Primary job	Find the patterns that won across recorded calls	Read how one stakeholder decides before the call
When it works	During and after the call, on the recording	Before the first touch, and across the deal
Input	Recorded voice conversations at volume	LinkedIn URL or CRM data, no recording needed
Voice analysis (tone, energy, speech rate)	Yes, the core product	No
Quality assurance and compliance reporting	Yes, with PII redaction	No
Unit of analysis	The call, aggregated across the team	The individual human, per deal
Per-person behavioral profile	No. Signals are scored per call, not per buyer	Yes, 8 Relationship Lens types
Freeze forecast before a deal goes quiet	No	Yes
Per-buyer assets (questions, outline, proposal, deck, battlecard)	No. Coaching prompts and QA scores	Yes, generated per stakeholder
Best-fit team	Telecom, BPO, consumer lending call floors	B2B teams under 50 reps selling multi-stakeholder deals
Delivery	Dialer, email, CRM, Teams, Slack	Web app, browser extension, MCP (Claude, ChatGPT, Cursor, HubSpot, Slack)
Free plan	No. Contact for pricing	Yes, 100 credits, no credit card
Pricing	Not published	$0, then $20 to $70 per user per month

What does Agaton cost?

Agaton does not publish pricing. The agaton.ai homepage says to reach out for more information on pricing and the product page routes you to [email protected], so expect a contact-for-quote, enterprise-style contract sized to your call volume and seat count. That fits the customer list: Telenor and Telia are not buying off a pricing page. There is no free plan and no self-serve trial advertised. GTM Heroes publishes everything at gtmheroes.ai/pricing: a free tier with 100 one-time credits and no credit card, then Pro at $20, Growth at $40, and Scale at $70 per user per month, with enterprise pricing for teams of 20 or more.

What most buyers get wrong about the two

The mistake is assuming that analyzing more conversations will tell you about the stakeholder who is not in any of them. Conversation intelligence is genuinely good at the job it does. Run four million calls through a voice model and you will learn that reps who ask open-ended questions in the first minute convert better, that a drop in customer energy at minute six predicts churn, that a particular objection handled a particular way closes more loans.Every one of those insights is an average over calls that already happened, delivered to the whole team as a pattern.

B2B deals do not die on average. They die to a specific person. The Guardian in procurement who got pitched vision when she decides on risk. The Skeptic CFO who never took a recorded call, read the proposal cold, and stopped replying. No recording exists for the conversation that never happened, so nothing in the post-call layer can see it coming. Meanwhile the rep walking into a first meeting with a stakeholder they have never met gets nothing from a library of other people's calls. Agaton's own product page is upfront that the unit it scores is the interaction: "energy, confidence, buying-intent signals" on the call. That is a real signal. It is just a different one from "this individual weighs downside before upside and will go quiet if you lead with the roadmap." Pattern mining tells you what worked on people like this. The behavioral read tells you what will work on this one.

Which one should you pick?

If you run a 30-rep inside sales or service floor with thousands of recorded calls a month and no idea which behaviors correlate with a win, buy conversation intelligence, and Agaton's behavior-level voice analysis is a credible reason to look past the incumbents. Nothing in the behavioral-read category will QA your call floor or cut your coaching ratio. If your deals involve four to eight stakeholders, most of them never get on a recorded line, and the thing killing your forecast is a champion who went quiet six weeks before close, a call analytics tool is not your problem and a better one will not fix it. That is where GTM Heroes earns its place. Teams running both a high-volume floor and a strategic B2B motion can end up with both, doing different jobs. Most teams reading this page are one or the other.

You do not need a single recorded call to test this. Paste the LinkedIn URL of the stakeholder who went quiet last month and read what you missed.

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Frequently asked questions

Does GTM Heroes replace Agaton?

No. Agaton is conversation intelligence: it records and analyzes calls that already happened and tells the team which behaviors and signals correlate with wins. GTM Heroes is a pre-call behavioral read of the individual stakeholder, built from a LinkedIn URL or CRM record before anyone has spoken. One works on the archive of past conversations. The other works on the person you have not met yet. Cancelling one for the other means losing a job the other does not do.

Can I use GTM Heroes and Agaton together?

Yes. Agaton mines your recorded calls for patterns and coaches reps against them. GTM Heroes profiles each buyer before the call and hands the rep discovery questions, a call outline, and a proposal tuned to how that person decides. GTM Heroes does not need call recordings to work, so there is nothing to wire between the two. They sit on opposite sides of the conversation.

What does Agaton cost?

Agaton does not publish pricing. The agaton.ai site says to reach out for pricing information and points to [email protected], which is a sales-led, contact-for-quote model aimed at enterprise sales and customer service teams. GTM Heroes has a free tier with 100 one-time credits and no credit card required, and paid plans from $20 to $70 per user per month on gtmheroes.ai/pricing.

Who is Agaton built for?

Agaton is built for high-volume sales and customer service operations with lots of recorded calls: telecoms, BPOs, consumer lending, and Nordic B2C sales floors. Its named customers include Telenor, Telia, Lendo, Axo Finans, and Foundever, per the seed announcement covered by BeBeez on February 19, 2026. If your team runs thousands of short calls a month through a dialer, that is the profile Agaton is designed around.

What is the difference between conversation intelligence and a behavioral read?

Conversation intelligence analyzes the recording of a call after it happens: tone, speech rate, buying signals, objections, and which patterns correlated with a close across the team. A behavioral read profiles how one specific person makes decisions before the call, so the rep knows what to ask and how to frame the offer for that individual. Agaton does the first. GTM Heroes does the second, using an 8-type Relationship Lens model per stakeholder.

Does Agaton work for B2B deals with multiple stakeholders?

Agaton's public case studies and customer list are weighted toward B2C and customer service volume, where one agent talks to one customer and the pattern repeats thousands of times. It can analyze any recorded call, but a six-stakeholder B2B deal with a CFO who never gets on a recorded line is not the shape it was built for. That multi-stakeholder read, per person, is where GTM Heroes earns its place.

Does GTM Heroes need call recordings to work?

No. GTM Heroes builds a behavioral profile and a prep kit from a LinkedIn URL or CRM data before the first conversation. It runs as a web app, a browser extension, or through MCP inside Claude, ChatGPT, Cursor, HubSpot, and Slack. If you do record calls, that is fine, but the read does not depend on them.