
Tech
Tech Marketing Agency That Builds Pipeline and Keeps Customers
Machina is a growth marketing agency in Hollister, 45 minutes from San Jose, that builds pipeline for tech companies: bottom-funnel SEO and AI search visibility, CAC-disciplined paid, lifecycle email, and revenue automation. For one SaaS platform we cut monthly churn from 8.2% to 4.5% and lifted six-month retention 60% in 18 weeks.
Proof
Results, measured in pipeline and retention
Pipeline, conversion, and churn in the clients' own numbers. Read the full case studies.
What makes Tech different
The conditions tech sells under
Tech sells into the hardest buying market in a decade, and "tech" here runs wider than SaaS: hardware carrying inventory and channel partners, dev tools sold bottom-up to engineers, IT services won on trust and proximity, and new categories that have to teach the market before they can sell it. What they share is the buyer. Non-branded search CPCs rose 29% in a year, 61% of buyers want no sales rep at all, and AI chatbots now shape more shortlists than review sites. We build plans that hold up under all of it.
What we hear
What founders tell us on the first call
Four complaints we hear from tech founders and heads of growth, and what we do about each.
“Nobody can tell what we do from our homepage”
A homepage that fails the five-second test (what is this, who is it for, why should I care) stalls trials, demos, and fundraises at the same sentence. We rebuild positioning first, then ship a site with transparent pricing and comparison pages, built for the 61% of B2B buyers who prefer to evaluate without talking to a rep.
Web Development“ChatGPT recommends our competitors, and we're not in the answer”
GenAI chatbots are now the top influence on software shortlists at 17.1%, ahead of review sites, and about 89% of AI citations for unbranded questions come from third-party sources. We build the comparison pages, structured content, and G2 and Reddit presence that get you quoted where the shortlist forms.
SEO“We're spending $2 to buy $1 of new revenue”
That is the 2025 median, and the bottom quartile burns $2.82 per $1.00 of new ARR (Benchmarkit). We rebuild paid around competitor-alternative and pricing-intent keywords, measured on CAC payback instead of click-through, so spend concentrates where the auction math still works.
Paid Ads“Signups keep coming, but almost nobody converts to paid”
Average free-to-paid conversion is about 9%, while companies scoring product-qualified leads convert near 25% (ProductLed, 2025). We build the behavior-triggered onboarding and PQL alerts that drive activation, so sales works the accounts already living in the product.
Email MarketingWhat we do
Five services, run on your unit economics
CPCs, CAC payback, activation rates, and a 3-to-9-month enterprise cycle. Every service below is built around the numbers a tech company runs on.
Web Development
A tech buyer judges your product by your website's engineering; a slow page under a "developer-first platform" headline kills the deal before the demo. We ship Next.js builds with sub-second loads, transparent pricing pages, programmatic comparison and alternatives pages, and signup flows engineered for activation. B2B software sites convert 1–3% of visitors to leads on average, and with 61% of buyers preferring a rep-free journey, the site is your best salesperson or your worst.
SEO
Bottom-funnel first: "[competitor] alternatives," "[category] pricing," integration and use-case pages, the queries with budgets behind them. SEO-sourced SaaS leads convert MQL-to-SQL at roughly 51% against 26% for PPC, and organic acquisition runs $480–$942 per customer against $1,980 for outbound. We layer on AI-search work, because roughly half of software buyers now start research in chatbots and 89% of AI citations come from third-party sources: your pages and your G2 and Reddit presence both have to get quoted.
Paid Ads
Non-branded B2B software CPCs averaged $5.34 by mid-2025, up 29% in a year, and high-intent terms run $15–$60 a click, so broad category bidding loses to incumbents with higher lifetime value. We run narrow: competitor-alternative terms, pricing-intent queries, branded defense, and LinkedIn ABM against your named account list, every campaign measured against the $2.00-per-$1-of-ARR median. We would rather own 50 keywords profitably than 500 at breakeven.
Email Marketing
In product-led growth, the onboarding sequence is the sales team. Behavior-triggered automation emails average 30.6% opens and 7.4% click-through against 20.7% and 2.3% for batch sends, and lifecycle is what moves the 9% free-to-paid average toward the 25% PQL benchmark. We build activation nudges, expiring-trial win-backs, PQL alerts that route hot accounts to sales, and expansion campaigns for the accounts you already own.
AI Automation
The revenue plumbing a startup skips until the first RevOps hire: PQL scoring from product-usage signals, lead enrichment and routing into your CRM, AI-drafted replies to demo requests in minutes instead of days, and automated review-request loops that build the G2 presence AI chatbots cite. For a B2B client, this stack cut lead response from 48 hours to 5 minutes and tripled lead capacity per rep.
Who we work with
Who we work with
Running a SaaS funnel or building AI? Those get their own pages, Technology & SaaS and AI. This page is for the rest of tech: hardware, dev tools, IT services, and startups still picking their category.
Dev tools & API-first products
Developers distrust marketing and convert through docs quality, free tiers, GitHub, and community credibility. We market the way developers buy: ungated docs, honest comparison pages, and presence in the threads they read.
Hardware & connected devices
Physical margins, channel partners, and longer cycles change the math, but the buying committee still self-serves online first. Spec pages, comparison content, and review presence carry the deal to the demo.
IT services & MSPs
Bought locally, shortlisted online. City-level service pages, Google Business Profile work, review velocity, and fast response on inbound quotes decide who wins the contract.
Agtech
Salinas is an agtech proving ground: the Western Growers Center for Innovation & Technology puts startups a mile from the growers who buy from them. We turn pilot fields into case studies, and case studies into contracts.
Advanced air mobility & aerospace
The Monterey Bay corridor holds the nation's highest concentration of advanced air mobility companies (Joby, Wisk, Archer, Parallel Flight). B2B and B2G cycles here run on credibility content, not clicks.
Pre-Series-A startups
No marketing hire until Series A means the founder does everything. We work as the fractional growth team: positioning, site, first channels, and attribution, without the $140K–$180K loaded cost of a senior hire.
AI visibility
AI Search Visibility for Tech Companies
Half of software buyers now start research in AI chatbots, and G2's 2025 data puts GenAI at 17.1% shortlist influence, the highest of any source. The engines build answers from crawlable HTML and third-party corroboration: review counts on G2, Reddit threads, comparison pages that admit trade-offs. Plenty of tech sites fail the basics, because most AI crawlers do not execute JavaScript, so copy locked in client-side components never gets quoted. We structure your pages, entity data, and review presence so the machines can read and cite you. When someone asks ChatGPT for the best IT services company in San Jose, we make sure it's you. Our free SEO report scores your AI visibility today, before we touch anything.
Monthly churn, cut in 18 weeks. SaaS platform, six-month retention up 60%.
trial-to-paid on a SaaS launch we ran, against a 9% average
ARR built in six months, from $12K MRR
At $2.00 of spend for every $1.00 of new ARR, the median software company buys growth at a loss. The winners fix the funnel before they feed it.
Case study
Monthly churn from 8.2% to 4.5% in 18 weeks
Most tech marketing budgets chase new logos while the funnel leaks users out the back. A SaaS platform came to us with 8.2% monthly churn, an onboarding flow only 61% of users finished, and 14 days between signup and first value. Over 18 weeks we mapped every drop-off from signup to renewal, rebuilt onboarding around time-to-first-value, and wired behavior-triggered lifecycle email to catch accounts going quiet before they cancelled. Onboarding completion rose to 92%. Time-to-first-value fell to 7 days. NPS climbed from 18 to 42, support escalations dropped 55%, and monthly churn fell 45%, with six-month retention up 60%. Acquisition gets the applause; this is the work that makes the CAC math close.
Read the case study“The personalized onboarding experience completely transformed how our customers engage with our platform. Retention rates have never been higher, and our CS team finally has the tools and signals to be proactive instead of reactive.”
The Shortlist Engine
How we work
The Shortlist Engine: three phases, one goal. Be the vendor on the buyer's day-one shortlist, then convert and keep them.
Find where the funnel loses money
A free audit of positioning, site conversion, search and AI visibility, and your CAC math against the $2.00-per-$1-of-ARR median. Most tech companies lose more revenue to activation and churn than to weak acquisition, so we measure the whole funnel, not just traffic.
Win the surfaces where buyers decide
Bottom-funnel SEO, comparison pages, review presence, and narrow paid campaigns go live against the queries and AI prompts your buyers use. With 61% of buyers preferring a rep-free journey, the goal is making the day-one shortlist before the first form fill.
Convert, activate, and expand
Lifecycle email, PQL scoring, and revenue automation turn signups into revenue: onboarding that drives activation, alerts that route product-qualified accounts to sales, and expansion campaigns for the accounts you own. Attribution ties every dollar to pipeline, so next quarter's budget goes where this quarter's revenue came from.
Playbook
The Tech Marketing Playbook
The median software company grew 26% in 2025 with $2.00 of sales and marketing spend behind every $1.00 of new ARR (Benchmarkit). Efficiency, not volume, is the constraint. Ten tactics we run for tech companies from the Central Coast to the Valley, each with the math attached.
Own the "[competitor] alternatives" queries before the category head terms
Get quoted where ChatGPT reads
Score product-qualified leads and stop chasing every signup
Treat onboarding as your highest-paid salesperson
Hold every channel to the $2.00 rule
Put the founder on LinkedIn until the brand can walk on its own
Pick your category fight on purpose
Track expansion revenue like acquisition, because it now carries growth
Hire the go-to-market muscle the Central Coast doesn't grow
Sources
- The median private B2B SaaS company spends 8% of ARR on marketing and 15% on sales, and equity-backed companies spend roughly double their bootstrapped peers on marketing (SaaS Capital, 15th annual survey, 2026).
- The median new-customer CAC ratio reached $2.00 of sales and marketing spend per $1.00 of new ARR, up 14% year over year, while median SaaS growth slowed to 26% and net revenue retention to 101% (Benchmarkit, 2025).
- 58% of B2B SaaS companies run a product-led motion; average free-to-paid conversion is about 9%, freemium converts visitors at a 12% median, and PQL-driven motions convert around 25% (ProductLed survey of 600+ SaaS businesses, 2025).
- GenAI chatbots are the #1 influence on software shortlists at 17.1%, ahead of review sites at 15.1%, and 85% of buyers think more highly of a vendor an AI chatbot recommends (G2 Buyer Behavior Report, 1,169 B2B decision-makers, 2025).
- 61% of B2B buyers prefer a completely rep-free buying experience (Gartner sales survey, 2025).
- Non-branded Google Search CPC for B2B SaaS averaged $5.34 by July 2025, up about 29% from $4.13 in August 2024, while click-through rates fell (Dreamdata, 2025).
Related industries
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Let's fix your CAC math before next quarter's board deck
Start with a free audit. We'll pull your positioning, search and AI visibility, activation numbers, and CAC by channel, and show you where pipeline is leaking. Twenty minutes, no obligation.
Last updated July 4, 2026