An autonomous sales agent, online right now

Your tireless sales rep that finds, writes and closes.

Lead2Sales finds businesses worth selling to, learns one true thing about each, writes the email, answers the replies and books the meeting. You approve what goes out.

Free during early access · Bring your own Claude key and mailbox · No card

app-lead2sales.duckdns.org

Good morningHere is what happened while you were away

Agent running
Prospects0+31 this week
Emails sent03 waiting
Replies020% reply rate
Meetings02 this week
Pipeline
Discovered
248
Qualified
169
Contacted
118
Replied
29
Meetings
7
Agent activity
Reply drafted · Elena Parkneeds you

Glad it was relevant. Would Thursday at 2pm work for a 15 minute call?

EditApprove and send
Nothing sends without your approval Sends from your own mailbox Opt-outs honoured forever No open or click tracking Powered by Claude
How it works

From a website address to a booked meeting.

Four stages, each one visible, auditable and reversible. The agent runs a heartbeat: wake up, check the budget, decide what matters most, act, log it, sleep.

01 · LEARN

It learns your product

Point it at your website. It reads the pages, writes down what you sell, who it is for and what you can honestly claim. You edit it before anything is used.

02 · FIND

It finds and profiles prospects

It maps businesses by industry and city, reads their sites for real signals (ads running, no booking, a stale blog) and finds the owner and a deliverable address.

03 · WRITE

It writes like a person

Three short emails built on one verified observation. A strict linter bans AI tells, spam words and invented claims, then you review each sequence in your outbox.

04 · CLOSE

It handles the replies

Interested, a question, an objection, the wrong person: each gets a drafted answer. Opt-outs and anything legal stop immediately and go to a human.

Free instant audit

See what the agent sees on your website.

Enter any business website. Lead2Sales reads it the way it would before writing a sales email and shows what it found, plus the opening line it would send.

0site health
The opening email it would write

Lead2Sales can find thousands of businesses with gaps like these and start the conversation for you. You approve every email.

Start free
The team

Five specialists. One pipeline.

Each agent has a narrow job and loads only the sales knowledge it needs. Python does the searching and the sending. The model is used only where judgement matters.

Scout

Maps businesses, reads their sites, finds the owner and a real address, and scores fit from the signals you confirmed.

OpenStreetMap16 signalsrobots.txt aware

Writer

Three-email sequences under 75, 75 and 40 words. One observation, one question, no pitch in email one. Linted against a long list of AI tells.

Claudelintedplain text

Sender

Sends from your mailbox with human pacing, a warmup ramp, a daily cap, send windows and a bounce-rate circuit breaker.

SMTPwarmup rampone-click unsubscribe

Handler

Reads every reply, classifies the intent and drafts the answer. Safety classes (opt-out, legal, bounce, auto-reply) are rule-based, so a model can never talk its way past them. One reply from anyone at a company stops the sequence for everyone there.

stop on replyhuman handoffpermanent opt-outs

Analyst

Runs when nothing else needs doing. Tracks the funnel, reply rate, intent mix and what is working, and tells you where the pipeline is thin.

funnelintentsdeliverability
Signals

Every email starts with something true.

Generic outreach is spam. Lead2Sales only writes about what it actually observed on the prospect's own website, and keeps the evidence so you can check it. You confirm which signals it may use.

To:
Subject:
Evidence found on the site:

          
passes lint · wordswaiting for your approval
Safeguards

Built so it never embarrasses you.

An autonomous agent that emails strangers needs hard limits. These are enforced in code, not in a prompt.

Approval first

Every sequence and every reply waits in your outbox. Switch to autopilot only when you trust it, and the gate still applies.

Opt-outs are forever

"No thanks", "unsubscribe" and the one-click link suppress the address permanently. It cannot be undone from the app.

Humans take the hard ones

Angry, legal or compliance replies are never answered by the agent. They are handed to you with the reason.

No invented facts

The writer may only use facts it observed and what is in your product notes. No fake customers, stats or "saw your post".

Deliverability circuit breaker

Warmup ramp, daily caps, send windows and automatic pause if bounces cross your limit. Guessed addresses are never sent to.

Polite and private

It honours robots.txt, only visits public sites, and encrypts your keys and mailbox password at rest.

Who it is for

Anyone who sells to other businesses.

Software, services and physical goods. If your buyer is a business with a website, Lead2Sales can find them, open the conversation and move it to the outcome you choose.

Agencies and consultancies

Find businesses with a visible gap you can fix and open with proof.

  • Web, SEO and marketing agencies
  • Detect which prospects already have an agency
  • Cohorts built from confirmed signals

Software for local business

Booking, payments, reviews, CRM: sell to the long tail of owner-led companies.

  • Owner-first contact discovery
  • City and industry targeting
  • Replies that move to a call fast

Founders selling early

Do real outbound without hiring an SDR or buying a data subscription.

  • Trains itself from your homepage
  • You review every email at first
  • Export everything to CSV any time

Makers and wholesalers

Sell your products into shops, delis, boutiques and garden centres.

  • Finds retailers that run a shop or take on suppliers
  • Sends your catalog, wholesale terms and order link
  • Offers samples without inventing prices

Trade and hospitality suppliers

Equipment, ingredients and supplies for restaurants, salons and contractors.

  • Targets by industry, city and buying signals
  • Turns a reply into a quote request
  • Tracks the revenue you close

Corporate gifting and office supplies

Reach the offices that buy in volume, one decision maker at a time.

  • Finds firms hiring or growing
  • Owner-first contact discovery
  • You approve every email
Early access

Start free. Pay only for your own tools.

Founding access

Free while we are early

Bring your own Claude key and a sending mailbox. Lead2Sales adds no per-seat or per-lead fee during early access.

  • Unlimited prospect profiling
  • Approval-first outbox
  • Reply handling and handoff
  • Full CSV export
  • Sample data to explore first
Create your workspace
Questions

Straight answers.

Is it going to spam people?

No. Emails are plain text, short, personal and sent in small paced volumes from your own mailbox. Every cold email includes an opt-out line, your postal address and a one-click unsubscribe. Anyone who opts out is suppressed permanently, and you approve what goes out until you choose otherwise.

Do I need an API key?

To write with AI, yes: add a key in Settings and it is stored encrypted. You can connect several providers in priority order (Claude, OpenAI, Gemini, OpenRouter or any OpenAI-compatible endpoint) and Lead2Sales falls back to the next one automatically if one is down or rate limited. Without any key it still discovers, profiles and scores prospects and drafts honest template emails, so you can try the whole pipeline first.

Can I sell physical products?

Yes, to businesses. Choose "Physical goods" and a goal (send the catalog and order link, get a quote request, or send a sample), then enter your wholesale terms. The agent finds retailers, venues and offices, opens the conversation and replies using only the prices, minimums and shipping terms you provided. It does not cold email consumers, and you take payment through your own checkout or invoice.

Does it close the sale itself?

It does the slow part: finding the right buyer, starting the conversation and answering replies until someone is ready. The final step is yours or your checkout: a call, an order link, a quote or a sample. When a deal closes you mark it won with its value and the dashboard tracks the revenue.

Where does it find prospects?

By default from OpenStreetMap, which is free and needs no account. Coverage is best for businesses with a storefront and thinner for trades without one, and the app tells you when it is thin. You can also paste websites or import a CSV.

Which email providers work?

Any provider with SMTP and IMAP, including Google Workspace, Microsoft 365 and most hosts. Use a dedicated secondary domain for cold outreach and warm it up before sending at volume.

Does it track opens and clicks?

No. Tracking pixels and rewritten links hurt deliverability and are unnecessary. Lead2Sales measures replies, which are what matter.

Is this legal?

Cold email is regulated differently by country. The tool builds in common requirements (identification, a postal address, opt-out handling) but you are responsible for complying with the laws that apply to you and your recipients. This is not legal advice.

What does the free audit do with my website?

It fetches the public homepage and a few public pages once, runs the same checks the agent uses and shows the result. Nothing is emailed to the site owner.

Put a closer on your pipeline today.

Set it up in minutes. Approve the first emails. Watch the replies arrive.