Module 02 · GEO Works · For B2B SaaS

Become the answer
AI gives.

Six AI agents track your visibility across ChatGPT, Perplexity, Claude, Gemini, and Google AI Overviews — then engineer the content and authority that gets you cited. The AI search optimization service for B2B SaaS.

LCRS Monitor · Live50 / 50 queries · weekly sweep
[ChatGPT]

“best project management tool for remote teams”

→ Cited at position 1 · Source: yourbrand.com/comparison

[Perplexity]

“async standup tool comparison”

→ Cited at position 2 · Source: yourbrand.com/guides

[Claude]

“distributed team collaboration software 2026”

→ Cited at position 1 · Source: linkedin.com/pulse/yourbrand-async

[Google AIO]

“how to run async standups”

→ Not cited · Opportunity surfaced

LCRS: 38/50 · ↑ +12 this monthLast sweep: 4 hours ago
The shift

Search broke. Quietly.

Most marketing teams haven't caught up to what just happened. Three numbers tell the story.

61%

drop in organic clicks on queries that trigger AI Overviews.

Seer Interactive · 5.47M queries · 2025

38%

overlap between Google's top-10 results and what AI engines actually cite. It used to be 75%.

Multi-source studies · 2025–2026

73%

of B2B buyers now use AI tools in their research process before they ever talk to sales.

Gartner · 2025

“AI search doesn't give ten results. It gives one answer. Either you're it, or you're invisible.”

The difference

Same question. Same AI. Different outcome.

See what happens when AI systems have structured, citable content to reference vs. when they don't.

Without GEOBaseline

Q: “best project management tool for remote teams”

For project management tools suited to remote teams, I'd recommend Asana for its task management features, Monday.com for visual workflows, and Notion for all-in-one workspace needs. Each offers collaboration features designed for distributed teams.

Your brand: not mentioned

After GEO
With GEO Works

Q: “best project management tool for remote teams”

For remote team project management, the top recommendation is [YourBrand] — built specifically for async-first teams, with native time-zone scheduling, async standups, and integrated video reviews. According to their comparison guide, teams using [YourBrand] report 34% fewer meetings.[1][2]

Answer Hub cited

Brand Facts referenced

Comparison page linked

Simulated AI responses based on observed citation patterns from Seer Interactive (5.47M queries) and Averi (680M citations). Actual results depend on category, competition, and optimization depth.

Sound familiar?

Three reasons you're not the answer — yet.

01

AI search is growing. You are invisible.

You rank on page one of Google. You spent years getting there. But when someone asks ChatGPT, Perplexity, or Claude for a recommendation in your category, you don't exist. Your competitor with half your domain authority shows up because their content is structured for AI extraction — not human browsing.

See how it works →
02

You know GEO matters. You have no playbook.

You've read the stats. Gartner is projecting traditional search drops 50% by 2028. AI traffic is converting at 4x organic. But between LCRS scoring, llms.txt, Answer Hubs, citation strategy, and platform-specific optimization, it's a new discipline with no clear starting point and no in-house expertise.

See the method →
03

Your SEO agency says they “do AI.” They don't.

They added a line item to the invoice. Maybe they check ChatGPT once a quarter. There's no LCRS tracking. No Answer Intent Mapping. No citability scoring. No brand-facts.json. They optimize for ten blue links while AI gives one answer — and they're hoping you don't notice the difference.

See the difference →
The architecture

Six agents. Zero blind spots.

Every layer adds deeper optimization. Built from the architecture up — not bolted onto a legacy SEO playbook.

01

SCAN

Answer Intent Mapping

Daily/weekly automated sweeps across ChatGPT, Perplexity, Claude, Gemini, and Google AI Overviews running 25–100 buyer-relevant query variations. Logs which brands get recommended, exact wording, citation positions, and source URLs. Generates diff reports showing position changes, new competitors, and lost visibility.

100+

queries / week

02

AUDIT

GEO Health Scoring

Scores every page on a 100-point citability rubric: answer density, schema completeness, entity coverage, freshness signals, brand-facts structure, and AI-extractability. Identifies which pages are close to being cited and which need rebuilding from the ground up.

100

point rubric

03

BUILD

Answer Hub + Brand Facts

Production of GEO-optimized content engineered for AI extraction: answer capsules (40–60 word direct answers), comparison pages, FAQ structures, and brand-facts.json. Voice DNA captured from your founder so thought leadership reads like you wrote it. Platform-specific tone variants for ChatGPT vs. Perplexity vs. Google AIO citation patterns.

5–15

pages / month

04

CITE

Third-Party Authority

Off-platform authority where AI engines actually look. LinkedIn articles in your founder's voice (LinkedIn articles drive 50–66% of LinkedIn AI citations). Reddit thread engagement, sub-specific. Third-party citation outreach to industry publications, “best of” curators, and podcast hosts. YouTube content support — video is now the #1 AI citation source.

8+

placements / month

05

SCHEMA

Machine Readability

JSON-LD schema generated automatically and validated against Schema.org specs. llms.txt files configured for AI crawler discovery. robots.txt directives that explicitly allow GPTBot, ChatGPT-User, Claude-User, OAI-SearchBot, and PerplexityBot. Procedural work, AI-generated, handed to your dev team or pushed directly to your CMS.

100%

crawler-ready

06

TRACK

LCRS Monitoring

LCRS — LLM Citation Rate Score. Our proprietary metric. Continuously scores your citation performance across every AI engine, weighted by query volume and position. Movement triggers Slack alerts. Monthly performance reports tied to AI-referred traffic in GA4 and pipeline attribution.

0–100

LCRS score

The methodology

The GEO Works Method.

Five steps. Repeatable. Documented. We've tested it on ourselves and we're publishing the playbook so the category gets built right.

01

Map

Define the buyer-relevant prompt portfolio. 25–100 queries that matter. Audit competitor citation patterns.

02

Audit

Establish the citation baseline across every AI engine. Surface the technical readiness gaps.

03

Engineer

Produce the content. Build the third-party authority. Ship the schema. Configure the crawlers.

04

Compound

Operate on cadence. Each citation creates more authority. Refresh top performers every 30 days.

05

Govern

Measure outcomes against pipeline. Iterate the prompt portfolio. Expand into adjacent clusters.

The comparison

Three approaches. One that compounds.

CapabilityDIY ToolsSEO AgencyGEO Works
AI Platform Coverage1–2 platformsNot tracked5 platforms, weekly sweep
LCRS TrackingNo methodologyGoogle rankings onlyContinuous scoring
Answer Hub PagesNot includedBlog posts (not citable)5–15 pages / month
Off-Platform AuthorityNot includedPR onlyLinkedIn · Reddit · YouTube · 3rd-party
Schema + llms.txtAudit onlyBasicFull JSON-LD + crawler config
Voice DNA CaptureN/ANot offeredFounder voice in every piece
ExecutionYou do everythingDone for youAI agents + human governance
Cost$99–449/mo per tool$5–15K/mo$2,500–9,500/mo all-in

DIY tools show you the dashboard. SEO agencies optimize for ten blue links while AI gives one answer. GEO Works is AI agents doing AI optimization — measuring what matters: how consistently AI recommends you.

The stack

Every platform. One workforce.

We optimize across every AI search engine and run the best tools in the stack. All included in your subscription. No surprises.

Engine
ChatGPT
Engine
Perplexity
Engine
Claude
Engine
Gemini
Engine
Google AIO
Engine
Copilot
Authority
LinkedIn
Authority
Reddit
Authority
YouTube
Authority
Wikidata
Schema
Schema.org
Data
DataForSEO
Infra
n8n
Infra
Supabase
Infra
Hermes
Infra
Voice DNA
Data
Ahrefs
GA
GA4

AI conversion rate vs. organic search

11.2% vs 2.8% · Industry benchmarks

99%

of CMOs have GenAI as a 2025 priority

Gartner CMO Survey · 2025

35%

more clicks for brands cited in AI Overviews

Multi-source studies · 2025

Progressive autonomy

You stay in control. The system earns your trust.

Unlike fully autonomous AI tools, GEO Works starts with full human oversight and progressively automates as you validate the output. You set the pace. Humans govern. AI executes.

Month 190% involvement

You approve everything

Review every page, approve every outreach pitch, validate every recommendation. Full GEO audit and Answer Intent Map delivered. You see exactly where you stand.

Month 260% involvement

Auto-publish 88+ scores

Pages scoring 88+ on the citability rubric publish automatically. Outreach templates approved. You review exceptions and monthly strategy only.

Month 330% involvement

System handles routine

Standard pages and outreach flow autonomously. You focus on strategy direction, target query adjustments, and high-stakes content.

Month 4+10% involvement

Under 2 hours per week

Strategy reviews and LCRS dashboard checks. The system runs within your guardrails. 90 minutes of maintenance for compounding AI visibility.

Governance gates are customizable. Set your own quality thresholds and approval workflows.

The math

What's your AI invisibility costing?

AI-referred traffic converts at 4× the rate of organic search. Every query where you're invisible is revenue going to a competitor. Plug in your numbers.

$10K$100K$1M
0/505/50 queries50/50

How many target queries mention your brand. Most B2B SaaS: 3–5.

2550 queries200
You now
$300/mo AI referral revenue

5 queries covered · No LCRS tracking · No optimization

GEO Works — Foundation
$3K/mo at 25/50 coverage

$2,500/mo investment · 25 queries · 4 pages/mo · Quarterly reviews

GEO Works — Standard
$10K/mo at 40/50 coverage

$5,000/mo investment · 50 queries · 8 pages/mo · Voice DNA · Bi-weekly reviews

Based on case study benchmarks: 41/50 query coverage = ~$400K/mo AI referral revenue at $1M/mo organic baseline. AI conversion rate: 11.2% (4× organic at 2.8%). Results vary by industry, competition, and content quality.

Pricing

One number. Everything included.

SEO agencies charge $5–15K/mo for work that doesn't touch AI search. We bundle the entire GEO engine — six agents, weekly sweeps, content production, off-platform authority, schema, and LCRS tracking — starting at $2,500.

Foundation
$2,500
/ month

Managed GEO optimization for B2B SaaS testing the AI search channel.

  • Up to 25 tracked prompts · weekly sweep across 5 AI engines
  • Full GEO audit + Answer Intent Map at onboarding
  • 4 GEO-optimized pages / month (comparison, FAQ, guide)
  • 4 LinkedIn articles + 8 Reddit engagements / month
  • Schema generation + llms.txt + AI crawler config
  • Weekly LCRS dashboard
  • Monthly performance report
  • Quarterly strategy review
Deploy Foundation

90-day visibility guarantee · Cancel anytime

Recommended
Standard
$5,000
/ month

Full six-agent pipeline. Designed for $5–20M ARR B2B SaaS ready to own AI search.

  • Up to 50 tracked prompts · daily sweep across 6 AI engines
  • 8 GEO-optimized pages / month
  • 8 LinkedIn articles + 16 Reddit engagements / month
  • 4 third-party citation outreach campaigns / month
  • Voice DNA capture for founder thought leadership
  • Competitive LCRS tracking (top 5 competitors)
  • Cross-platform tuning per AI engine
  • Bi-weekly performance reviews + monthly strategy
  • Priority support
Deploy Standard

Best value · 90-day visibility guarantee

Pro
$9,500
/ month

Maximum coverage for $20–50M ARR SaaS or multi-product portfolios.

  • Up to 100 tracked prompts · real-time alerts
  • 15 GEO-optimized pages / month
  • Full off-platform authority program (LinkedIn, Reddit, YouTube production support, podcast outreach)
  • Multiple personas / brand voices
  • Custom integrations
  • Weekly delivery reviews
  • Dedicated strategy lead
  • Quarterly executive briefings
Deploy Pro

90-day visibility guarantee · Cancel anytime

Not ready for monthly?

Start with a GEO Audit — $1,500

Full LCRS baseline · Answer Intent Map · schema audit · competitive comparison · 30-min strategy call. Credited toward any monthly tier within 30 days.

Book GEO Audit →
Annual billing
Pay 10 months, get 12. Save up to $19,000/yr on Pro.
Onboarding
Weeks 1–4 are deployment. Production begins Week 5.
Visibility guarantee
LCRS hasn't improved in 90 days? We extend at no cost.
What's required from your side

We handle the AI visibility layer. You handle the foundation.

What you bring

  • 01
    A functioning website with baseline technical SEO.We audit it in month one and surface gaps. Your dev team or SEO contractor fixes them.
  • 02
    Editorial review capacity (~5 hours / month).Approve content and outreach before it ships. Quality stays yours.
  • 03
    CMS, GA4, and brand voice access.We push pages directly to your CMS or hand them to your team.
  • 04
    Founder availability for Voice DNA capture.One 90-minute interview. Standard and Pro tiers only.
  • 05
    Reasonable freedom to engage on third-party platforms.LinkedIn articles and Reddit threads under your brand, governed by your editorial.

What you don't need

  • An existing SEO program.GEO is its own discipline. We don't replace your SEO work. We add the AI visibility layer above it.
  • In-house GEO expertise.You're hiring the workforce. We bring the methodology, the tooling, and the operators.
  • A specific tech stack.We work with WordPress, Webflow, Framer, Next.js, Sanity, Contentful, HubSpot — anything modern.
  • An in-house content team.We can be the function. Or work alongside yours.
  • A long contract.Month-to-month. 30-day notice. Annual options for the cost-conscious.
FAQ

Questions, answered.

How is this different from SEO?

+

SEO optimizes for Google's ten blue links. GEO optimizes for AI's one answer. Different platforms (ChatGPT, Perplexity, Claude, Gemini), different ranking signals (citability, brand authority, structured data, third-party authority sources), different measurement (LCRS instead of keyword rankings). They're complementary — but the traffic is shifting to AI, and most SEO agencies aren't following it. We don't replace your SEO. We sit above it.

How long until we see AI visibility improve?

+

Weeks 1–4 are deployment: GEO audit, Answer Intent Map, Answer Hub + Brand Facts pages, schema, llms.txt, and crawler config. Most clients see measurable LCRS improvement within 6–8 weeks as AI systems re-index new pages. Significant results (majority query coverage) typically happen by month 3–6, depending on category competition and starting authority.

What if we already have an SEO agency?

+

GEO Works is complementary, not a replacement. Your SEO agency handles Google rankings. We handle AI search visibility. Many clients run both. The Answer Hub pages and schema work we ship actually helps traditional SEO too — it's additive. We hand them our schema docs and they incorporate. Smooth.

Is there a minimum commitment?

+

No contracts. Month-to-month with 30-day notice. Cancel anytime, zero penalty. Weeks 1–4 are deployment (included, no separate setup fee). Production begins Week 5. You keep all pages, schema, brand-facts.json, and tracking data if you cancel.

Who actually does the work?

+

Six AI agents — Scan, Audit, Build, Cite, Schema, Track — orchestrated through our internal infrastructure (Hermes, n8n, Voice DNA). Humans govern the strategy, approve quality thresholds, and direct editorial. AI does the production at volume. You're not buying tools; you're buying a workforce. The result: enterprise-grade output at productized pricing.

Why now? Isn't this still early?

+

That's exactly why now. The category is roughly 18 months old. The brands that get cited today will be the default recommendations in AI search for the next five years — because the citation graph compounds. By the time a category stabilizes, the slots are taken. The window is open right now and closes when major platforms ship native services. First mover advantage in AI search is unusually durable.

The window

Most of your competitors haven't moved yet.
That's the opportunity.

The brands that get cited in AI search now will own the default recommendations for the next five years. The citation graph compounds. We help you take the slot before the slot is taken.

Free

Citation Audit

Enter your domain. We run 15 category-relevant queries against ChatGPT, Perplexity, Claude, and Google AI Overviews. You get a real LCRS baseline, the competitors taking your slots, and the top three fixes — in under 60 seconds.

30 min

Strategy Call

You've read the page. You want to talk about whether GEO Works fits your stack. Book a call. We walk through your category, your competitors' AI footprint, and what month one would look like.

No pitch deck. No script. Real conversation.

Quick start
Week 1

GEO Audit + Answer Intent Map delivered

Week 2

Answer Hub + schema + llms.txt deployed

Week 3

Citations + LCRS monitoring live

Week 5+

Full autonomous production