Claude Code, but for B2B prospecting
The cold outbound you know is dead. What's next is called vibe prospecting: the tool adapts to you, not the other way around. Inside, the 5 shifts of the new paradigm.
Thousands of emails for a handful of meetings. And people are still surprised reply rates are dropping.
The cold outbound you know is dead. What's next is called vibe prospecting: you write what you want in plain language and the tool adapts to you. This is the playbook for how it's going to work, and the BETA is early access.
The old paradigm forces the human to adapt to the tool. The new one does the opposite: you describe who you want in plain language and the AI interprets the context.
- No:
Old paradigm Rigid filters for industry, size and title. Endless follow-ups with GIFs.
- Sí:
Vibe prospecting "Basque manufacturers talking about connected factories." The AI finds the accounts.
The death of classic cold outbound
What no longer worksThousands of emails a week for a handful of meetings. And somehow people are still surprised that reply rates have dropped.
The paradigm that's breaking is the one where the human adapts to the tool: rigid filters for industry, size and title, inflexible follow-up sequences with GIFs. That world belonged to SDRs without AI. What's coming doesn't ask you to memorize the tool's taxonomy: it asks the tool to understand who you're going after.
The 5 shifts of the new paradigm
The 5 things changing right now, ranked by impact. Then, the playbook.
- 01 · Natural language > rigid filters
You don't prospect with dropdowns. You write to the AI.
Just like in Claude Code you don't code with forms, here you don't prospect with filters. You write what you want in plain language, "manufacturers in the Basque Country, 50-200 employees, that have hired an SDR in the last 6 months and mention automation on LinkedIn", and the AI builds the list for you. You don't even know how it does it. You approve or give feedback.
- No:
Before Rigid filters · industry + size + title · manual Sales Navigator · static lists
- Sí:
Now Plain text · "I want companies that…" · lists generated + iterated live
- 02 · Iteration > configuration
The AI learns from every piece of feedback you give it
"This company yes, this one no, here's why." With each iteration the list gets closer to your real criteria, not those of a form someone designed 3 years ago. The judgment of the top rep on your team stops living in their head and becomes a living system that learns with you.
- No:
Before Set up rules · tweak filters once · hope it fits
- Sí:
Now Approve or reject accounts · inline feedback · criteria that sharpen over time
- 03 · Live signals > cold database
The AI scans real context, it doesn't fill in records
LinkedIn posts, interviews, podcasts, company news, team changes, activity on their website. The AI understands context, it doesn't just collect scattered data points. It detects the buying moment, the intent and the pain point before they ever show up in a contact form.
- No:
Before Cold CRM · outdated ZoomInfo · empty fields · "last updated: 2023"
- Sí:
Now Live LinkedIn · press · podcasts · web tracking · trigger detected instantly
- 04 · Real-time decisions > rigid sequences
Goodbye to "if they don't reply to the email in 1 day, automatic follow-up"
The AI decides the best move at every moment. Email? LinkedIn? Voice note? Wait 3 days because the lead just posted? Switch the angle because they mentioned a competitor? It adapts to the recipient, not to the calendar the SDR set up 3 months ago.
- No:
Before Fixed sequence of 8 touches every 2 days · a GIF in the third · "did you see it?" in the fifth touch
- Sí:
Now Channel and timing decided by context · pause if they post · pivot if they mention a competitor
- 05 · Peer > salesperson
Outbound that works doesn't look like a salesperson asking for a meeting
It reads like a note from someone who's done their homework. Zero friction. Instant trust. When the message opens with a specific observation about the company that only makes sense if you've read three of the CEO's posts, the lead stops seeing a sales rep and starts seeing a peer. The difference between "I want to sell to you" and "I want to talk to you" is the only thing that separates a reply from a delete.
- No:
Before "Hi [Name], we're a company specialized in…" · the pitch already in the second line
- Sí:
Now Message tied to a specific signal · no pitch · closed question · sounds peer to peer
And it's not an opinion. It's the new paradigm.
Stanford Digital Economy Lab · 2026The pattern repeats in every business workflow: whoever adapts to the tool loses to whoever makes the tool adapt to them.
AI doesn't automate the old way, it rewrites how things get done. (Pereira · Graylin · Brynjolfsson, Enterprise AI Playbook). Read the full paper
The playbook: how it's going to work
Not theory. The exact sequence we're taking Neety toward with native vibe prospecting, the way you'll run B2B outbound as soon as it launches, in a few months. Whoever joins the BETA tries it before anyone else.
- Step 01 · Definition
Describe your ICP in a sentence, not a form
Forget the filter table. Write it the way you'd explain it to a new rep on your team. The more specific the context, the better the result.
manufacturers in the Basque Country, 80-300 employees, that have hired a head of digital transformation or RevOps in the last 6 months and mention "connected factory" or "automation" on LinkedIn
- Step 02 · Generation
The AI builds the list, you don't know how
The system cross-references sources (LinkedIn, press, financials, web tracking, podcasts) and returns accounts that match YOUR description. It's not a filter, it's context interpretation.
ITASA Group · Industrial · Bizkaia Tubos Reunidos · Industrial · Álava Fagor Arrasate · Industrial · Gipuzkoa Vicinay Marine · Industrial · Bizkaia … and 47 more accounts
- Step 03 · Iteration
You approve, reject and give feedback
"This one yes · This one no, it's already a client · This one no, it's B2C in disguise". The list sharpens with every round and within a few iterations the system understands your criteria better than your SDR.
- Sí:
ITASA Group
- Sí:
Tubos Reunidos
- No:
Hidrotec Solar No · sells to residential
- Sí:
Vicinay Marine
- Step 04 · Live signal
The system monitors context in real time
For every prioritized account, the agent monitors their moves: new hires, posts by the decision-maker, mentions, stack changes. When there are 2+ combined signals, it triggers the action.
ITASA Group · new Director of Operations (LinkedIn) · 2h ITASA Group · post mentioning "plant automation" · 5h 2 combined signals · optimal window, act now · now
- Step 05 · Tied-in message
Outbound that reads like a note, not a pitch
The message is built from the specific signal detected. No templates. The AI writes in your voice, tied to the lead's context. The result reads as "someone actually read my stuff" instead of "this person wants to sell me something".
Hi Mikel, Saw your post last week about plant automation. You just brought on a new Director of Operations, good timing to move that initiative forward. Are you already looking at how to connect plant signals with the sales team, or is it still early?
- Step 06 · Adaptive decision
Channel and timing by context, not by calendar
If the lead posts on LinkedIn, you add a valuable comment before sending a cold message. If they mention an explicit pain, a direct email with a hypothesis. If there's silence, a short voice note before the fifth follow-up. The system decides, you orchestrate.
Just posted: comment with value Mentions explicit pain: email with a hypothesis Silent for 7 days: short voice note Competitor change: pivot the angle
- Step 07 · Close
The SDR gets to be a useful human again
When the lead replies, they enter the pipeline already qualified. The SDR doesn't prospect, they close the conversation the AI opened. It's the difference between writing to everyone and writing to the right people.
Leads 12 · Conversations 5 · Demos 3 · Closed 1
Your chance to try vibe prospecting before anyone else.
We're opening the BETA to a group of companies that want to test the new version of Neety with native vibe prospecting. No filters, no rigid sequences. Just plain language and AI orchestrating.
The version with native vibe prospecting isn't out yet, it's coming in a few months. The BETA is the list the first companies come in through: if we see a fit, we'll let you know when we open access so you can try it before the market launch. Signing up reserves your place in that line, it doesn't mean buying today.
- Sí:
Access to the product before the rest of the market and to the team building it, with no SDRs or call centers in between.
- Sí:
Real influence in how the product is designed: what you ask for during the BETA gets prioritized.
BETA · Early accessYou're already on the list.
With the email you gave us to access this playbook, you're also signed up for the BETA. If you fit the testing ICP, we'll reach out when we open early access. No spam, no pressure. Being on the list doesn't guarantee a spot or imply a purchase. If it's not a fit, we'll let you know at launch.
Who's leading this at Neety
Behind the BETA is Unai, co-founder and CEO. If we select you for testing, you talk directly with him, not with an SDR or a closer. This is being built with the first companies at the table.
- Co-founder and CEO · Neety
Unai
He leads the development of the new version of Neety with native vibe prospecting. If your team fits the testing ICP and we open up more spots, Unai handles the conversation in person, no SDRs, no middlemen. Connect with Unai on LinkedIn
The rest of the resource opens when you leave your details.
Other resources you might like

A résumé doesn't sell. Your profile, as a landing page
As a résumé, it attracts work-anniversary congrats. As a landing page, it attracts clients. We give you the 7 pieces to convert it and analyze your profile to tell you what to change.

Your outbound makes the same 5 mistakes
What NOT to do when prospecting on LinkedIn and by email. With real data, no sugarcoating.

The 8 B2B signals with their real multiplier
The difference between a cold list and a booked meeting isn't the copy. It's when you write. Here's 1 full signal with its window; the other 7 are in the playbook.

