Content Engine

Your category. Dominated. In search. In AI. In your buyer's mind.

Not content marketing. A compounding market presence that makes you the obvious choice. 8-12 posts/month, distributed everywhere buyers research.

Jake McMahon
Jake McMahon
Founder, ProductQuant · LinkedIn
What's Included
Content Audit
$5K–$8K
Content Engine
$8K–$15K/mo
Content + GEO
$15K–$25K/mo
Built for B2B SaaS teams dominating categories
Gainify
Guardio
monday.com
Payoneer
thirdweb
Canary Mail
CircleUp

What’s actually happening right now

You’re publishing content. Some of it ranks. But none of it connects to pipeline — and your competitors are publishing at 3x your volume. The gap compounds every month.

You have a blog. You have writers. The content isn’t bad. But it’s not systematic — and content compounds. The companies dominating your category didn’t start with better content. They started with a content engine. You have the product to win this. You don’t have the engine yet.

You’re investing in content. It drives traffic. But when your CEO asks “is content driving pipeline?” — you can point to rankings, not revenue. The attribution layer is missing.

Content that can’t be attributed gets cut first. You know content works — you can see it in brand recognition, in how prospects arrive pre-educated. But the line from “blog post” to “closed deal” isn’t drawn. Without that line, content stays an expense, not a channel.

You rank for some keywords. But buyers asking AI assistants don’t hear your name — and your competitors are already showing up in those recommendations.

The modern buyer researches in 3 places: Google, AI, and community. You’re visible in one, maybe two. Your competitors are building presence in all three. The channel you’re not in is where deals start without you — and by the time you see the lost deal, the decision was already made.

Six months from now

✓  Present

Your buyers Google their problem — you rank top 3. They ask ChatGPT — you’re recommended. They ask peers in Slack — your content gets shared. By the time they book a call, they’re already sold. They’re not evaluating you. They’re deciding if they’re ready.

✓  Attributed

Your CEO sees the dashboard: rankings, AI citations, SQLs attributed. Content is no longer an expense you defend — it’s a channel with measurable CAC. Your sales team closes faster because prospects arrive pre-educated, pre-sold, pre-qualified.

✓  Dominant

You own the category narrative. Competitors fight for scraps below your rankings. When buyers ask AI “what’s the best [category] tool?” you’re the recommendation. You’re not competing on features anymore. You’re competing on mindshare — and winning.

What changes when the engine is running

Now With ProductQuant
Content publishes but volume isn't yet systematic Consistent publishing engine ranking for buyer-intent keywords
Content drives traffic but pipeline impact unmeasured Dashboard connects content to rankings, traffic, and attributed pipeline
Ranking for some keywords but not yet dominating the category Top 3 for high-intent category keywords within 90 days
AI assistants not yet citing your brand for buyer queries Structured for AI citation across major LLMs
Content ROI discussed qualitatively each budget cycle Content attributed as a measurable acquisition channel

How It Works

The C.O.R.E. framework. 90 days to a compounding content engine.

Most content programs fail because they start with writing. We start with strategy, build the machine, then scale it. Three phases. Measurable at every step.

C
Phase 1

Content Audit

Week 1-3. We audit every piece of content you have, map keyword gaps, and benchmark against competitor velocity.

  • Full content inventory + performance scoring
  • Keyword gap analysis (50-100 target keywords)
  • Competitor content velocity benchmark
  • AI citation audit (what LLMs say about you today)
O
Phase 1-2

Optimize

Week 2-5. We restructure existing content for search and AI, fix technical SEO, and build the editorial calendar.

  • On-page SEO overhaul (existing pages)
  • Schema markup + structured data for AI crawlers
  • Internal linking architecture
  • 90-day editorial calendar mapped to buyer journey
R
Phase 2-3

Rank & Distribute

Week 4-10. We publish 8-12 posts/month and distribute across every channel your buyers use.

  • 8-12 long-form posts published monthly
  • Multi-channel distribution (email, social, syndication)
  • Backlink acquisition strategy
  • GEO optimization for AI citation eligibility
E
Phase 3

Expand & Compound

Week 8-12+. We measure what's working, double down on winners, and build the compounding flywheel.

  • Performance dashboard (rankings, traffic, citations, SQLs)
  • Content refresh cadence for top performers
  • Topic cluster expansion based on ranking data
  • Attribution reporting tied to pipeline

Your content engine is only as strong as your foundation.

Before we publish a single word, we run a Content Readiness Assessment. Five dimensions that determine whether your content can actually rank, get cited, and drive pipeline.

1

Content Quality

Is your existing content worth optimizing, or do we start fresh?

  • Engagement metrics per page
  • Topical authority scoring
  • Content depth vs. competitor benchmark
2

Keyword Gaps

Which high-intent keywords are you missing entirely?

  • Bottom-of-funnel keyword opportunities
  • Competitor keyword overlap analysis
  • Search volume vs. difficulty mapping
3

Competitor Velocity

How fast are competitors publishing, and are they pulling ahead?

  • Monthly publishing cadence comparison
  • Content format analysis (blog, video, guides)
  • Ranking trajectory trends
4

AI Citation Presence

Are LLMs recommending you when buyers ask about your category?

  • ChatGPT/Claude/Perplexity citation check
  • Structured data readiness for AI crawlers
  • GEO (Generative Engine Optimization) gap analysis
5

Distribution Channels

Are you publishing into a void, or do you have distribution built?

  • Email list health + engagement rates
  • Social channel audit
  • Syndication and backlink opportunities

Why this matters: We've seen companies spend $15K/month on content that ranks for nothing, gets cited by no one, and can't be attributed to a single deal. The Readiness Assessment catches this in week 1. If your foundation scores low, we fix that before scaling production.

Pricing

Three ways to engage

Content Audit

One-time · 2-3 weeks

$5K–$8K
  • Full content inventory + performance scoring
  • Keyword gap analysis (50-100 keywords)
  • Competitor content velocity benchmark
  • AI citation audit across major LLMs
  • 90-day content roadmap with priorities
Book Strategy Call

Content + GEO

Ongoing · 6-month minimum

$15K–$25K/mo
  • Everything in Content Engine
  • GEO (Generative Engine Optimization)
  • AI citation monitoring + optimization
  • Structured data + schema markup management
  • Attribution reporting tied to pipeline + revenue
Book Strategy Call

What's included (Content Engine — $15K/mo example)

Content Strategy + Editorial Calendar $4,000
8-12 Long-Form Posts (research, writing, editing) $8,000
SEO Optimization + Technical Fixes $3,000
Multi-Channel Distribution $2,500
Performance Dashboard + Reporting $2,000
Backlink Acquisition $2,500
Total itemized value $22,000
Content Engine price $15,000/mo

Traffic Guarantee

If your organic traffic doesn't increase by at least 50% within 90 days, we continue working at no additional cost until it does. We're incentivized to build a content engine that actually ranks — not just one that publishes.

Content compounds. Ads don't.

Every blog post you publish today is still ranking 18 months from now. Every AI citation builds on the last. Every backlink makes the next one easier to earn. That's the content flywheel.

The companies building an SEO moat right now are publishing 10+ posts a month, ranking for category keywords, and getting cited when buyers ask ChatGPT "what's the best tool for X." Content compounds over time — which means early investment creates an advantage that gets harder to close.

The SEO moat is real. The AI citation advantage is real. And the earlier you start building both, the wider your lead becomes.

What Changes

What your content operation looks like with an engine behind it

Now
  • Publishing cadence inconsistent — 0-4 posts/month
  • Category keywords ranking page 3+
  • AI assistants not citing your brand for buyer queries
  • Content ROI unmeasured or anecdotal
With ProductQuant
  • 8-12 posts/month, compounding every month
  • Top 3 rankings for 15+ high-intent keywords
  • Cited by ChatGPT, Claude, Perplexity for category queries
  • Dashboard shows traffic, rankings, citations, SQLs attributed to content
CAC Impact
  • Organic traffic replaces paid spend over time
  • Inbound leads arrive pre-educated, close 30% faster
  • Content CAC drops below $50 within 6 months
Pipeline Attribution
  • Every SQL tagged with content touchpoints
  • First-touch and multi-touch attribution live
  • Board-ready content ROI reporting, monthly
Honest Comparison

ProductQuant vs. Other Options

We're not the right fit for everyone. Here's how we compare.

ProductQuant Freelance Writers Content Agency In-House Team
What you get Full engine: strategy, writing, SEO, distribution, attribution Blog posts (you manage everything else) Content + basic SEO Full control (if you can hire and retain)
SEO + GEO expertise Built-in: technical SEO + AI citation optimization Rarely Basic on-page SEO Need separate SEO hire ($80K-$120K)
Time to results 30-60 days to first rankings 3-6 months (if ever) 2-4 months 3-6 months (hiring + ramp)
Attribution Content to SQL pipeline tracking None Traffic reports only If you build it yourself
Cost (monthly) $8K-$15K $3K-$6K (writing only) $8K-$15K $25K-$40K (2-3 FTEs loaded)
AI citation strategy Yes, active GEO optimization No No Only if they know GEO

Note: If you just need blog posts and have an SEO lead managing strategy, freelance writers are fine. If you want a full-service team long-term and can afford $300K+/year in salaries, build in-house. If you want a complete content engine with SEO, GEO, distribution, and attribution without managing 3 hires — that's us.

Run your own numbers

How many high-intent keywords does your category have? How many does your top competitor rank for? Content compounds — a post published today is still driving traffic in 18 months. A post not published today is 18 months of rankings someone else earns instead.

Ask ChatGPT or Perplexity: "What's the best [your category] tool?" If your name doesn't come back, that's pipeline going to competitors every time a buyer asks.

The SEO moat and AI citation advantage both compound. The earlier you start building, the wider your lead becomes — and the harder it gets for competitors to close.

90 days from now, you could be ranking for category keywords and getting cited by AI. Or you could still be planning. Your call.

Who You're Working With

Not an agency. Not a hire. A partner.

Jake McMahon
Jake McMahon — PLG & GTM Growth Strategist
I'm Jake, the founder of ProductQuant. I've spent the last 8 years in B2B SaaS growth — not as a content writer, but as the person responsible for turning content into pipeline. I've seen what works and what's a waste of money.
I started ProductQuant's content engine because I kept seeing the same pattern: companies hiring freelance writers who produced decent posts that ranked for nothing, or agencies that delivered "content strategies" that were really just editorial calendars with no distribution, no attribution, and no connection to revenue.
What I won't do:
  • Write clickbait that gets traffic but no conversions
  • Produce fluffy thought leadership that says nothing specific
  • Publish 30 thin posts instead of 10 authoritative ones
  • Show you vanity metrics and call it ROI
  • Use AI-generated content without expert editing and fact-checking
What I will do:
Build a content engine that ranks and converts. Every post mapped to a keyword, a buyer stage, and a conversion goal. Every month you get a dashboard showing exactly which content drove which leads. Structure everything for AI citation so your brand shows up when buyers ask ChatGPT and Perplexity about your category. And if we can't show positive ROI within 90 days, I'll tell you — and we won't continue.
Risk Reversal

Four guarantees. Zero risk.

We're so confident in our content engine that we put our money where our mouth is.

Traffic Guarantee

If your organic traffic doesn't increase by at least 50% within 90 days, we continue working at no additional cost until it does.

Ranking Guarantee

At least 15 target keywords ranking in the top 10 within 90 days. If we miss, we keep optimizing at no charge until we hit it.

AI Citation Guarantee

Your brand cited by at least 2 major LLMs (ChatGPT, Claude, Perplexity) for category-relevant queries within 6 months. Content + GEO tier only.

Attribution Guarantee

Full content-to-pipeline attribution live within 30 days. You'll know exactly which posts drive which leads. No more "we think content helps."

Common questions

Everything you need to know before booking a call.

How is this different from hiring freelance writers? +
Freelance writers write. That's it. You still need someone to do keyword research, build the editorial calendar, handle SEO optimization, manage distribution, track attribution, and iterate based on performance data. We do all of that. You get the full engine, not just the writing.
Do you use AI to write the content? +
AI assists with research, outlining, and first drafts. But every piece is written, edited, and fact-checked by humans with B2B SaaS expertise. Google's algorithms and AI citation models both reward depth, originality, and expertise. AI slop ranks for nothing and gets cited by no one. We don't publish it.
How do you measure ROI? +
Three layers. First: rankings and traffic (how many keywords are you top 10 for, how much organic traffic are you getting). Second: AI citations (are LLMs recommending you when buyers ask category questions). Third: pipeline attribution (which content pieces touched which SQLs and closed-won deals). You get a live dashboard with all three.
What is GEO and why does it matter? +
GEO stands for Generative Engine Optimization — structuring your content so AI models (ChatGPT, Claude, Perplexity, Google AI Overviews) cite you in their answers. This is the next frontier of organic discovery. Buyers are increasingly skipping Google and asking AI directly. If your content isn't structured for AI consumption, you're invisible to this growing channel.
How long until we see results? +
Quick wins in 30 days: existing content optimized, first new posts published, distribution channels live. Meaningful rankings in 60-90 days: target keywords moving into top 10, traffic climbing. Compounding returns from month 4+: content flywheel spinning, AI citations appearing, pipeline attribution showing ROI. SEO is not overnight — but it's permanent, unlike ads that stop the moment you stop paying.
What if we already have a blog with existing content? +
Even better. We start with a content audit to score every existing piece. High-potential posts get optimized and republished — often ranking within weeks instead of months. Low-value posts get consolidated or redirected. You're not starting from zero; you're unlocking value that's already there.

Ready to build your content engine?

90 days to rankings, AI citations, and attributed pipeline.