↳ AI GTM
Your whole go-to-market in one AI agent.
AI GTM means an AI agent runs your whole go-to-market: finds buy-ready companies, reaches out in your voice, books the meetings and learns from the outcome. No flows to build, no GTM engineer to hire. Leo does the work, you approve.
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↳ The terms
What is AI GTM?
An AI agent runs your go-to-market from buying signal to booked meeting. It makes the decisions, not just the sends.
- GTM engineering
- Go-to-market built as technology in tools like Clay: data flows, enrichment, sequences. Needs a GTM engineer to maintain it every week.
- AI GTM agent
- A ready colleague instead of a toolbox. Finds, reaches out, books and learns. Leo is one, built LinkedIn-first and GDPR-native.
- Go-to-market automation
- Software handling the repetitive GTM steps: research, first contact, follow-up, booking. With an agent it becomes the whole chain.
- AI GTM engineer
- A system that does the GTM engineer's job on its own. Leo goes further: he also reaches out, handles the replies and books.
- GTM tools
- The pieces you buy: data like Apollo, workshops like Clay, email engines like Instantly. You wire them together yourself. An agent replaces the wiring.
↳ The coverage
What Leo covers of your go-to-market.
- 01
Finds buy-ready companies
Leo reads your website, builds the ideal customer profile and watches buying signals around the clock: hiring, funding, tech switches, LinkedIn engagement.
- 02
Reaches out in your voice
One personal message on exactly that signal, to the right decision maker, on LinkedIn and email. Review first, or let Leo send.
- 03
Books the meeting
Leo handles the replies and follow-ups until the meeting sits in your calendar. Before the meeting you get a brief with the signal, the person and what to bring up.
- 04
Learns from the outcome
Leo measures every source against booked meetings, reweights toward what works and learns from your edits. Your go-to-market gets sharper every week.
↳ The choice
GTM engineer or AI GTM agent?
Clay, Apollo and Instantly are good workshops. They need someone to build and maintain the flows, every week. An AI GTM agent needs you to approve.
- What you buy
- GTM tools + engineer
A toolbox for data and sequences - Leo
A ready colleague who runs your GTM - Who does the work
- GTM tools + engineer
Your GTM engineer or RevOps - Leo
Leo, you approve - Time to first send
- GTM tools + engineer
Days to weeks of building - Leo
Minutes - Needs a technical person
- GTM tools + engineer
Yes, in practice - Leo
No - Price
- GTM tools + engineer
A tool license plus a GTM engineer - Leo
€89 per month, 7 days free - Learns from outcomes
- GTM tools + engineer
No, you adjust yourself - Leo
Yes, every meeting reweights
Many larger teams run both: Clay for the data work, Leo for the actual outreach.
↳ The guides
Read more about AI GTM.
What Is AI GTM? Meaning, AI GTM Agents vs AI SDRs (2026)
AI GTM means an AI agent runs go-to-market end to end: signal, ICP fit, right person, outreach, reply. How it differs from an AI SDR, plus a 10-point test.
Go-to-market automation: what to automate in 2026
9 GTM steps to automate, 4 to keep and 3 ways to do it, with or without a GTM engineer: build in Clay, hire, or start an AI GTM agent. Costs included.
What is a GTM engineer? Role, salary and skills 2026
A GTM engineer builds go-to-market as data flows in tools like Clay. US median salary $127,500. Skills, costs, hire vs agency, and when AI is enough.
View all 63 guidesShow fewer
Best AI GTM tools 2026: 16 compared, with prices and verdicts
Clay, Apollo, Instantly, 11x, Gojiberry and 11 more in one table: what each does, published prices from free to $3,750 a month, and which to pick.
7 best Clay alternatives in 2026, with prices
Clay costs from $185/mo and needs a GTM engineer. 7 Clay alternatives and competitors with prices and honest verdicts: Unify, Apollo, Landbase, Gojiberry and more.
Apollo.io alternatives 2026: better European data or meetings
Apollo publishes no European coverage figures. Compare Cognism, Kaspr, Lusha, Leadfeeder and Vainu on EU data, mobiles and GDPR, or pick an agent.
7 best Instantly alternatives in 2026, with prices
Instantly sends volume from $47/mo, but the list and timing are yours. 7 alternatives and competitors compared: Smartlead, lemlist, Apollo, Leo and more.
Gojiberry alternatives 2026: 7 tools compared honestly
Gojiberry costs $99/month, is YC-backed and good at LinkedIn signals. When it isn't the fit: 7 alternatives with verified prices, from Valley to Clay.
Unify vs Clay 2026: pricing, signals and which one to pick
Unify suits sellers who want data, sequences and calling per seat from $20 a month. Clay suits teams with a builder; CRM sync starts at $495 a month.
Warmly vs Common Room 2026: after the HubSpot and Zoom deals
Warmly suits mostly US website traffic, from $10,000 a year. Common Room suits product-led teams with community signals, from $30,000 a year.
HeyReach vs Expandi vs Waalaxy 2026: LinkedIn tools compared
HeyReach suits agencies with many senders, Expandi reps who want LinkedIn and email in one sequence, Waalaxy beginners. All carry account risk.
Clay vs Apollo 2026: prices, features and which to pick
Apollo suits founders who want data, sequences and a dialer in one seat from $49. Clay suits teams with a GTM engineer, from $185/mo. Checked 15 Oct 2026.
Apollo vs Instantly vs lemlist 2026: which fits a startup?
Apollo fits founders who want data and calls in one seat, Instantly fits high-volume cold email from $47/mo, and lemlist fits email plus LinkedIn from $69/mo.
Apollo vs Vainu 2026: which is better for the Nordics?
Vainu for Nordic registry data in your CRM, from €250 a month. Apollo for global contacts, sequences and a dialer, free or $49 a seat. Checked 15 Oct 2026.
Nordic B2B data tools 2026: Vainu and Dealfront alternatives
Goava, UC and Vainu for Nordic company data, Leadfeeder (formerly Dealfront) for website visitors, Lime Go and Upsales for CRM. 16 tools, all sourced.
LinkedIn outreach without getting restricted (2026)
LinkedIn bans automation (User Agreement 8.2) and publishes no weekly invite number. What triggers restrictions, how to appeal and a safer outreach playbook.
Find B2B customers in the Nordics: data, signals and rules
Start with free registries, job ads and tenders. Cold email to companies is legal in Sweden and Finland; Denmark needs consent, Norway for named addresses.
Best LinkedIn automation tools 2026: 15 by safety and price
No tool can guarantee LinkedIn won't restrict your account, since its User Agreement bans automation. 15 tools compared by price, safety features and email.
Founder-led outbound: build pipeline without an SDR (2026)
Spend 3 to 5 hours a week: find 20 to 50 companies with a fresh buying signal, write to the 10 to 20 that fit and follow up twice. Tools and prices, 2026.
Ideal customer profile (ICP) for B2B: template and examples 2026
An ICP describes the companies you sell to best: business model, size, market, buyer roles, triggers and exclusions. Free B2B template, fictional example.
Apollo vs ZoomInfo 2026: price, data and who should pick which
Apollo suits small teams: free plan, $49/seat/mo billed yearly, sequences and a dialer. ZoomInfo has no public price; Vendr's median is $33,500 a year.
Instantly vs Smartlead 2026: which is better for cold email?
Instantly fits founders who want leads, sending and AI replies in one app, from $47/mo. Smartlead fits agencies: $39/mo, $29 workspaces and a 7-day refund.
Lusha vs Apollo 2026: which is better for phone numbers?
Apollo is cheaper per phone number: about 312 a month for $49 a seat vs 80 for $37.45 on Lusha Starter. Lusha publishes accuracy; no independent test found.
ZoomInfo alternatives 2026: 10 cheaper options compared
ZoomInfo publishes no prices and Vendr's median is $33,500 a year. Cheaper picks: RocketReach from $33 a month, Hunter $34, Lusha $37.45, Apollo $49 a seat.
Lusha alternatives 2026: 10 tools compared on European data
Lusha costs 5 credits per phone number and stores data in the US. 10 alternatives compared on European data: Cognism, Kaspr from $65, Vainu and Dropcontact.
Cognism alternatives 2026: 10 tools compared by price
Cognism has no public prices; its blog says Standard from $12,750 with 5 seats. 10 alternatives by price: RocketReach $33, Hunter $34, Lusha $37.45, Apollo $49.
Outreach vs Salesloft 2026: price, AI and who should pick which
Outreach fits teams that want one platform with EU hosting; Salesloft adds Clari Forecast. No platform prices: Vendr's medians are $45,600 and $30,740 a year.
Cognism vs ZoomInfo 2026: which is better for European data?
Cognism says it stores personal data in the EU, and its help centre lists do-not-call checks in 16 countries; ZoomInfo is bigger in North America.
6sense vs Demandbase 2026: which fits a mid-market team?
6sense fits sales-led teams with deals above $50K; Demandbase fits ad-led ABM. Neither lists platform prices: Vendr's medians are $62,220 and $68,591 a year.
Sales Navigator vs Apollo 2026: data, price and LinkedIn rules
Sales Navigator: LinkedIn's search and InMail tool from US$119.99/mo, with no emails to export. Apollo sells emails, sequences and a dialer from $49/seat/mo.
lemlist vs Instantly 2026: which is better for cold email?
Instantly is the cheaper start for one sender at $47/mo. lemlist fits teams, email plus LinkedIn and EU-hosted data, from $69/mo with unlimited users.
Lusha vs ZoomInfo 2026: which is better for a small team?
Lusha suits small teams: free plan, $37.45/mo billed yearly or $49.90 monthly. ZoomInfo has no public prices, annual contracts and a $33,500/yr Vendr median.
LinkedIn Sales Navigator alternatives 2026: 10 compared
Sales Navigator Core is US$119.99 a month and its plans list no emails or phones. Cheaper: RocketReach $33, Lusha $37.45, Premium Business $44.99, Apollo $49.
lemlist alternatives 2026: 12 tools compared by price
lemlist charges $109 per user a month for LinkedIn. 12 alternatives by price: Smartlead $39 for email; SalesRobot, Dripify and Expandi for LinkedIn and email.
Smartlead alternatives 2026: 10 tools compared by price
Smartlead starts at $39 a month, but add-ons cost extra and LinkedIn needs another tool. 10 alternatives by price, such as Woodpecker, Instantly and lemlist.
Outreach alternatives 2026: 10 tools with published prices
Outreach lists prices only for its dialer; Vendr's median is $45,600 a year. For small teams: Unify from $20 a seat, Instantly $37.60, Apollo or Reply.io $49.
Salesloft alternatives 2026: 10 tools after the Clari merger
Salesloft merged with Clari in December 2025 and lists no prices; Vendr's median is $30,740 a year. 10 alternatives: Outreach, Gong, Apollo $49, Close $99.
Cheaper 6sense alternatives 2026: 10 tools compared by price
6sense lists no prices, closed its free plan on 12 August 2026 and has a Vendr median of $62,220 a year. Cheaper picks: Apollo $49, Snitcher $49, RB2B $79.
Best sales engagement platforms 2026: 12 compared by price
Sales engagement platforms start at $29 per user a month (Mixmax, billed yearly); Outreach and Salesloft publish no prices. 12 compared on price and AI.
Reply.io alternatives 2026: 10 compared by price and fit
Reply.io alternatives start at $32.50 a month (Smartlead, billed yearly). Why teams switch, 10 tools compared by price and when each beats Reply.io.
Best email finder tools 2026: 13 compared by price
Anymail Finder starts at $19 a month billed annually, Skrapp at $29 and Hunter at $34. 13 email finders compared by cost per email, data source and GDPR.
Best B2B data providers 2026: 12 compared by price
RocketReach starts at $33 a month billed annually, Lusha at $37.45 and Apollo at $49; ZoomInfo's median is $33,500 a year. 12 compared on price, DNC and GDPR.
Best sales intelligence tools 2026: 10 compared by price
10 sales intelligence tools by job: contact data from $37.45 a month billed yearly (Lusha), company signals, intent and call analysis, checked October 2026.
Pipedrive alternatives 2026: 9 CRMs compared by price
Pipedrive alternatives start at $9 per user a month billed annually (Freshsales, Close Solo). 9 CRMs compared by price, what you lose and when to stay put.
Gong alternatives 2026: 9 compared by price and fit
Gong alternatives with public prices start at $19 a seat a month billed annually (Fireflies). 9 tools compared by price, call analysis and weaknesses.
The best way to find and win B2B customers in 2026
Find companies showing buying signals, reach the right person first with a message about the signal, approve it and learn. Five routes compared by cost.
How to get clients in 2026: 8 ways, fastest first
Get clients in 2026 by asking for referrals, then answering buying signals. 8 ways ranked by speed for agencies, consultants and recruiters. Cold lists last.
How to get customers in 2026: 6 B2B channels compared
To get B2B customers, match the channel to how buyers buy: signals and outbound, PLG, partners or inbound. 6 channels compared by cost and speed for SaaS.
Go-to-market strategy 2026: B2B template and examples
A go-to-market strategy sets who you sell to, the promise, price, channel, sales motion and metrics. The five pillars, a B2B template and three examples.
Client acquisition strategies 2026: 12 ranked by cost
Twelve client acquisition strategies for agencies, consultants and recruiters, ranked by cost per client and time to first client, with CAC and payback math.
Customer acquisition strategies 2026: by stage and CAC
Customer acquisition strategies for B2B by stage, from the first 10 customers to scale, with 2026 CAC per channel, payback benchmarks and how B2B differs.
How to generate leads in 2026: 8 ways, costs and speed
How to generate B2B leads in 2026 without bought lists: eight ways compared by cost and speed, examples for SaaS, agencies and consultants, and free sources.
How to get your first customers in 2026: a 30-day plan
How to get your first 10 B2B customers in 2026: a week-by-week 30-day plan, where to find 50 companies with the problem now, what to write and how to charge.
Where to find clients and customers in 2026: 8 sources
Where to find B2B clients in 2026: eight places companies show a need right now, from public tenders to job ads, with free routes, costs and examples.
Lead generation for SaaS in 2026: channels by price
Lead generation for SaaS in 2026 by price and sales motion: channels, cost per lead and per customer, the strongest buying signals and how to measure them.
How to get clients for web design in 2026: 7 signals
How to get web design clients in 2026: seven signals a B2B company needs a new website, free ways to check each one, what to send and marketplace fees.
How to get clients for a marketing agency in 2026
How to get clients for a marketing agency in 2026: retainer math, a niche, seven buying signals you can check free and channels ranked by cost per client.
How to get consulting clients in 2026: 6 moments, 7 channels
How to get consulting clients in 2026: trust plus timing. Six public moments that create projects, seven channels in order and EU rule dates, with sources.
How to get clients for a recruitment agency in 2026
How to get clients for a recruitment or staffing agency in 2026: seven hiring signals, free sources with current vacancy data, fees and spec CVs under GDPR.
How to get clients for a software development company (2026)
Get software development and IT services clients in 2026 by answering dated signals: unfilled dev roles, new CTOs, end of support, NIS2 and tenders.
Seamless.AI alternatives 2026: 8 tools compared by price
Seamless.AI publishes no price and every plan is annual. 8 alternatives with prices from $33 a month, monthly billing options and where each stores EU data.
HeyReach alternatives 2026: 8 tools compared by price
HeyReach costs $79 per LinkedIn sender a month. 8 alternatives from Waalaxy at $16 to Valley at $149, with email, account safety and agency plans compared.
Drift alternatives 2026: 9 tools compared by price
Salesloft is sunsetting Drift and refers customers to 1mind. 9 Drift alternatives for chat, AI agents and visitor ID, with US prices from $24.17 a month.
↳ Good questions
What you're wondering about AI GTM.
What is AI GTM?+
AI GTM is when an AI agent runs the whole go-to-market: finds buy-ready companies on buying signals, reaches out to the right decision maker, books the meetings and learns from the outcome. Nobody builds flows, the agent does the work and you approve.
What is GTM engineering, and do we need a GTM engineer?+
GTM engineering is building go-to-market as technology in tools like Clay: data flows, enrichment, sequences. It requires a technical operator who maintains the flows. With an AI GTM agent like Leo you need none. Leo builds the ideal customer profile from your website and does the rest himself.
We already have a GTM engineer — does Leo still fit?+
Yes. Leo works on its own or alongside your GTM engineer: your engineer keeps the stack (CRM, Clay flows, your own lists) and Leo delivers buy-ready companies from the signals, the right person at each company, drafts in your voice and the learning from outcomes. Everything Leo finds shows the full chain — signal, company verdict, person verdict, pitch — and can be exported or reviewed before anything goes out.
Is Leo an alternative to Clay?+
Yes, for teams that want meetings instead of a build project. Clay is the workshop where a GTM engineer builds custom flows. Leo is the ready colleague who finds, reaches out and books. Larger teams sometimes run both.
Does Leo replace Apollo, Instantly or Gojiberry?+
Apollo gives you data, Instantly sends email at volume, Gojiberry reaches out to people engaging on LinkedIn. Leo covers the whole chain: finds companies on real buying signals, reaches out on LinkedIn and email in your voice, books and learns. One agent instead of three tools to wire together.
Does AI GTM fit small B2B teams?+
That is where it pays off most. A team without RevOps or a GTM engineer gets the whole motion run without hiring. Enter your website, connect LinkedIn, start Leo. Live in 2 minutes.
Do we stay in control?+
Yes. Review mode is the default: you approve every message until you trust Leo, then you enable autonomous mode per channel whenever you want. You always see the buying signal behind every contact.
GDPR, how does it work?+
Outbound B2B outreach runs on legitimate interest (art. 6.1f). A data processing agreement is signed with every customer, opt-outs are always respected. Where data is processed is set out in [Security and GDPR](/en/docs/security-and-gdpr).