Prospect data sourcing
No list yet? I source and verify net-new prospects that match your ideal customer, so you're never stuck waiting on data.
AI sales systems studio, live in production
Custom AI sales systems that turn raw data into booked revenue.
Everyway builds the engine behind your outbound. It cleans up your prospect data, finds the accounts worth chasing, researches each one, and writes personalized email that holds up to scrutiny. No hallucinations, no runaway API bills.
Working across K-12 education, professional development, and industrial B2B.
I've worked with Fortune 500, Inc 5000, and government organizations
The approach
One waterfall, from raw data to ready-to-send.
Every Everyway system runs on the same backbone: a pipeline that takes the data you already have and turns it into outreach your reps are glad to send.
- 01
Ingest & unify
Years of scattered spreadsheets, CSVs, and PDFs become one clean, deduplicated database, with full provenance back to every source row.
- 02
Surface signals
Live feeds and public records reveal who is actually in-market: RFPs, available funding, leadership changes, and strategic-plan priorities.
- 03
Research every account
Agentic web research builds a verified dossier on each prospect: its scale, its fit, the key people, and the angle most likely to land.
- 04
Score & prioritize
Every account is scored 0 to 100 against a fit rubric and tiered, so your reps spend their time on the best opportunities first.
- 05
Write & verify
Personalized, compliant email sequences. Every claim is traced to a source and passed through a skeptic check before a draft ever reaches a human.
What I build
The pieces of a modern sales engine.
Take the whole waterfall, or the one piece your pipeline is missing.
Data consolidation & CRM
Turn years of fragmented lists, exports, and PDFs into one clean, deduplicated database you can actually query.
Buying-signal intelligence
Find real intent in public records and live APIs, from RFPs and funding to leadership turnover and strategic priorities, then match it to what you sell.
Agentic research waterfalls
Automated per-account research that produces a verified dossier and a fit score, so no rep starts from a blank page.
Personalized outreach
AI-written, fact-checked email sequences in your voice. Compliant, sent on cadence, and grounded in each prospect's reality.
Deliverability & warming
Dedicated sending addresses, set up and warmed so your outreach reaches the inbox instead of the spam folder.
Dashboards reps actually use
Clean admin interfaces, built in Astro/Supabase or Laravel/Filament, where your team works the queue and tracks every touch.
Anti-hallucination QA
Verification gates, corroboration checks, and human review built into the pipeline so nothing false ever goes out the door.
Need the whole funnel?
These engines grew out of 20 years running demand generation. Everyway also builds the rest of your growth stack: websites, ecommerce, SEO, paid media, creative, and email.
Selected work
Systems running in production.
Real systems with real data, working across very different industries.
K-12 Cold outreach
Sales Intelligence Pipeline
AccuTrain
Public buying signals become scored prospects and personalized, fact-checked cold email. 3,400+ districts and 500,000+ contacts feed a rep-facing CRM, and per-rep outreach went from about 10 personalized touches a day to over 100.
K-12 Warm nurture
Summit Marketing Engine
AccuTrain
Topic-matched, AI-personalized email sequences that move past attendees and education leaders toward registering for professional-development summits.
Industrial Data cleanup
Industrial Sales CRM
Sundance Grinders
39,000 companies and 24,000 contacts consolidated from spreadsheets and 31 state-agency PDFs, then run through an automated research-to-campaign waterfall.
Why Everyway
A few things I do differently.
No hallucinations, by design
Every claim traces back to a source. Skeptic verification gates and corroboration checks run before anything reaches a human.
Predictable cost, no surprise bills
Built so cost stays flat as your outreach volume grows. No per-token metering, and no surprise API bills at the end of the month.
You work directly with me
Founder-led, end to end. No account managers and no offshore handoff. You talk to the person building it.
Stack-agnostic
Astro + Supabase or Laravel + Filament. I fit the system to your team and data, not the other way around.
You own everything
Code in your repo, data in your database. No lock-in, no rented black box you can't see inside.
Shipped, not slideware
These aren't prototypes. The systems above run in production and send real outreach today.
The founder
Hi, I'm Matt Gilbert.
I build the kind of sales systems I'd want running my own pipeline: quick to ship, honest about what they can do, and grounded in real data. Over the last few years I've put AI sales engines into production across K-12 education, professional development, and industrial B2B, cleaning up messy data, finding buying signals, and writing outreach that reps actually trust.
If your outbound is held back by stale lists, generic messaging, or AI you can't trust, let's fix that.
More about Everyway Resources
View all
Notes worth your time.
Practical writing on demand gen, AI sales systems, and growing without a team.
Demand Gen June 17, 2026
What an SDR really costs you
A sales development rep is mostly paid to do work a machine should be doing. Here's the actual math, from someone who's hired them and been one.
Read Demand Gen June 17, 2026
How a one-person shop runs outreach like a sales team
If you build a high-ticket product solo, you already know who your buyers are. Reaching them shouldn't take a full-time job you don't have.
Read Demand Gen June 17, 2026
Get quoted, not just ranked
SEO got you into the list of results. The new job is getting your words into the answer the AI hands back. Here's how that actually works.
Read FAQ
Questions, answered.
How do you keep AI-written outreach from making things up?
Every factual claim in a message has to trace back to something real about the prospect. Each account is researched first and the findings are checked; then a deliberately skeptical review pass tries to disprove the claims before anything is written. Drafts land in front of a human for approval, never sent on autopilot. Nothing fabricated goes out the door.
Where do we start? Do we have to commit to everything at once?
No. Most clients start with the single system that's costing them the most right now, see it work, and expand from there. You don't have to hand over your whole funnel on day one.
What if we don't have a prospect list yet?
Not a problem. If you already have data, however messy (years of spreadsheets, exports, old CRM dumps, even PDFs), turning it into one clean, usable source is part of the job. And if you're starting from nothing, sourcing and verifying net-new prospects that match your ideal customer is a specialty too. You don't need anything in order first.
Who owns the system once it's built?
You do, outright. The system lives in your own accounts and the data stays yours. There's no rented black box and no lock-in. If we stopped working together tomorrow, it keeps running.
Will this protect our domain and stay compliant?
Yes. I can set up dedicated sending addresses and warm them up first, so your outreach lands in the inbox instead of spam. From there, sending is paced to protect your sender reputation, every message honors unsubscribes and includes the required footer, and bad or bounced addresses are suppressed automatically. It follows email-marketing law, not growth-hack shortcuts.
Does this replace our sales team?
No, it makes them faster. Reps stop spending their day researching and writing from scratch. They open a prioritized queue of accounts, each with the context and a ready draft, and put their time into the conversations that actually matter.
What does it cost?
AI systems are scoped per engagement, since the right build depends on your data and goals. The pricing is simple and predictable, with no per-message metering or surprise usage bills. (Website care plans have flat monthly pricing on the Services page.)
What kinds of companies do you work with?
Any B2B team with prospects to reach. The same approach has run across K-12 education, professional development, and industrial equipment. If you sell to organizations and have data about them, it fits.
Still wondering something? Ask me directly.
Let's build your sales engine.
Tell me about your pipeline. I'll show you what an AI sales system tailored to your data and your motion could look like.
Book a callPrefer email? matt@goeveryway.com