MarketerHire / MH-1 — SEO/AEO Module

Own every search.
The engine for scaling AEO + SEO.

A productized SEO + AEO engine that pairs a forward-deployed expert marketer with a semantic-graph pipeline. Find the gaps your competitors can't see, then ship human-grade content the detectors can't flag.

Book free audit → Sample audit

$10K+ / mo · Month-to-month · Cancel anytime

Live citation tracking →

unicornco.marketerhire.com / citation-report

refreshed 2m ago

Citation footprint

unicornco.com — last 30 days

12 of 19 cited

best b2b ridesharing platform ChatGPT
uber for business alternatives Perplexity
fleet rideshare api AI Overviews
corporate transportation software Claude
enterprise ground transport saas ChatGPT
rideshare for business travel Perplexity
managed corporate transportation ChatGPT
fleet management api integrations Claude

Share by engine — 90 days

+34.2%

vs. prior 90 days · all engines

ChatGPT
+1241%
Perplexity
+832%
AI Overviews
+622%
Claude
+1128%
9 gap clusters identified +$1.4M est. lift →

Sample · MH-1 SEO/AEO citation report — Apr 2026

+340% Citation lift · 60 days
200/mo pSEO pages shipped
14 days To first measurable lift
5 engines Polled daily

Operators from

Stripe Netflix Plaid Tinuiti MasterClass Constant Contact
The shift

Search moved to AI. Most companies haven't.

Half your buyers start in ChatGPT or Perplexity before they touch Google. The pages that win the new game have different signals from the ones that won the old one.
Google · AI Overview
acmeseo.com marketingdaily.com

Losing organic volume

AI Overviews now sit above the first organic result on Google. Click-through to your page falls every quarter, and your team can only watch the slide.

First-result CTR · Google · 2019–2025

ChatGPT · search
betalabs.com gamma.io stripe.com

AI recommends competitors

Prospects ask ChatGPT before they ask you. The brand it picks goes into the deal. If you're not in the five sources cited, the click never happens.

5 sources cited per answer · sales-call open

Landscape · weekly drift
+3 new entities 2 model updates 7 SERP shifts

Landscape changes constantly

Every model update reshuffles which sources get cited. Quarterly audits leave you stale. By the time the agency's deck arrives, the landscape has moved twice.

Engine model refresh · monthly cadence

−50% First-result CTR. 42% → 28% on the same query. Google · 2019–2025
71% Of brands ranked top-10 on Google aren't cited by ChatGPT. MH-1 audit cohort · 2026
3–5× Citation share lift after AEO optimization. 60-day window · audit cohort
14 days To first measurable impact, every engagement. Median across 70+ engagements
The solution

A senior strategist with the system to actually ship.

AEO. SEO. Citation tracking. Programmatic content at volume. One human owns the strategy. The system runs the cycle work — so the surface compounds while the strategist focuses on judgment, not throughput.

Constant monitoring

Daily citation polling on five engines. Weekly SERP-shift detection. Quarterly knowledge-graph refresh. You see the gaps before they cost a deal.

Volume that matches the new search

Unlimited pillar articles. Unlimited pSEO. 200+ pages a month, schema-shipped, senior-reviewed before publish. The agency volume cap doesn't apply here.

Citations across every engine

ChatGPT. Perplexity. Claude. Gemini. AI Overviews. Your brand becomes the source the model picks — not just one of the ten links beneath the answer.

Compounding business outcomes

Citation traffic converts like referral traffic — the model already vouched for you. Pipeline lifts in 60 days. The work goes from project to channel.

The system

01

Monitor

5 engines · daily · 70+ source types

→ gaps ranked $
02

Build

Briefs · schema · pillar + pSEO at volume

→ 200+ artifacts/mo
03

Earn citations

ChatGPT · Perplexity · Claude · Gemini · AIO

→ +340% in 60d
04

Convert

Citation-led traffic → pipeline

→ board-ready ARR
01 · Audit + Tracking

Know exactly where you stand. Every engine. Every day.

Week-one audit deliverable, then daily citation tracking on every engine that matters. Gap clusters ranked by traffic potential, sized in dollars, with a 30-day fix plan.

MH-1 Audit Engine / unicornco.com / Citation footprint

Live · refreshed 2m ago

Citation footprint · 8 of 19 priority queries

42 queries 5 engines 17 gaps
"best b2b ridesharing platform" 72%
"uber for business alternatives" 48%
"fleet rideshare api" —
"corporate transportation software" —
"enterprise ground transport saas" 22%
"rideshare for business travel" 31%
"managed corporate transportation" —

Selected query

"fleet rideshare api"

Cited in

0 / 5

Monthly volume

14,200

Top competitor cited

Uber for Business

Est. citation lift

+$420K ARR

Recommended fix

Schema migration + 12-page passage rebuild

Day 1 · Scan

Five-engine polling

Citation share per query, per engine, per source-type. Daily, not quarterly. The signal lives in the dashboard.

chatgptcited 12
perplexitycited 4
claudecited 9
gemini · aio6 / 7
Day 2 · Diagnose

Source-type breakdown

Own page or G2 review? Wikipedia or Reddit? LLMs prefer different sources by category. The audit names yours.

own G2 Capt. Reddit Other
7 categories mapped
Day 3–4 · Prioritize

Gaps vs competitors

Where competitors are cited and you're not. Grouped by intent, ranked by traffic potential.

"crm enrichment api"missed
"sales data layer"5 / 5 missed
"acme alternatives"opportunity
est. value$420K
Day 6–7 · Deliver

30-day fix plan

Quick wins, rewrites, net-new pages. Each item priced in hours and lift. The doc your CEO reads on Monday.

AEO Audit · acme.com 14 pp
02 · AEO Domination

Get cited where your buyers actually ask.

Articles, schema, entities, and authority signals built for the answer, not the SERP. Four patterns LLMs prefer when picking the five sources behind a response.

Live citation share · "fleet rideshare api"

+18% this month

ChatGPT

41%

+12

Perplexity

32%

+8

Claude

28%

+11

Gemini

24%

+7

AI Overviews

22%

+6

Schema · Product + FAQ 100%
Inline-fact passages 78%
Citation anchors 55%
Tool 01

LLM citation tracker

Daily polling on five engines. Citation share per query, per engine, per source-type — all in one dashboard.

chatgpt41% ↑
perplexity32% ↑
claude28% →
gemini · aio22% →
Tool 02

AEO brief generator

For each priority gap, a structured brief. Schema, citations to earn, anchor copy, source-type target, est. lift.

brief #142"fleet api"
target srcG2 review
est. lift+18%
statusdrafted
Tool 03

Human + AI Friendly Content

3-pass humanization layer: word replacement, structure fixes, voice injection. Output passes AI detectors and reads like a practitioner wrote it.

pass 1 · words30+ banned
pass 2 · structurecleaned
pass 3 · voiceanchored
detectorundetected

Author + JSON-LD

Bylines, credentials, original research, schema. The signals models read to grade trust before pulling a quote.

Named-entity structure

Specific things, places, and relationships. The semantic graph an LLM uses to decide what answers what.

Senior signoff, every brief

The system speeds drafting. The strategist owns judgment. Every shipped artifact has a senior reviewer behind it.

03 · SEO on Steroids

Scale organic traffic at the speed of AI.

Programmatic page generation across the patterns that win Google. Schema, llms.txt, JSON-LD shipped on every page. Senior reviewer signs every batch before publish.

MH-1 pSEO Builder · 200 pages / month

17 weeks of publishing · 4 query patterns · schema-shipped on every page

Live engagement
Publishing intensity · last 17 weeks 682 pages indexed

Pattern velocity · /mo

Best X for Y 50
X vs Y 50
Pricing for Z 50
Alts to W 50

14d

Avg index time

100%

Senior signoff

0

Pages without schema

Pillar

Unlimited pillar articles

No monthly cap. Senior-reviewed before publish. Each pillar carries the entity graph + 3-pass humanization that earns citation.

8 weeks · 32 pillars shipped
Programmatic

Unlimited pSEO articles

200 pages a month from a controlled variable matrix. Templated, senior-reviewed, schema-shipped. The content volume agencies can't match.

"best X for Y"50 / mo
"X vs Y"50 / mo
"pricing for Z"50 / mo
"alts to W"50 / mo
Operations

End-to-end operations

Strategy, briefs, drafts, schema, indexing, monitoring. The cycle work runs on the system; the strategist runs the judgment calls.

briefs · this wk14
live · this wk12
in review8
indexed · 30d182 / 200

Pattern templates

Patterns picked from real query volume. Each one tuned for ranking on Google and earning citation in the answer.

Variable matrix

5 to 50 pages per pattern, generated from a controlled variable matrix. Output reviewed before any of it goes live.

Schema and llms.txt

JSON-LD, structured FAQs, llms.txt, and a robots.txt that cooperates with both crawlers and answer engines.

pSEO page builder

Templated pages for high-volume query patterns. From schema to indexable HTML in one batch.

Outcome

"The keyword era ended at rank #1. The LLM era ends at cited at all. Most teams are still measuring the wrong thing — and the system MH-1 ships actually fixes it."

JT

John Taylor

CMO · AMD

Outcome at NerdWallet

+133%

YoY commercial-intent organic

Pages shipped

640+

Engagement

12 mo

Strategist

1 senior

Cited queries

120+

Currently scaling

Flowcode Shepherd Boy Farms Swimply Render BloomTech Female Founder Collective
How it works

Audit. Sprint. Compound.

First deliverable in week one. You decide month two. Two-week sprints from there, with shipping volume that scales as the surface compounds.
Step 01

Audit week

Citation footprint across five engines. Source-type analysis. Gap clusters ranked by traffic potential. 30-day fix plan with effort and lift. The deliverable your CEO reads on Monday.

Step 02

Two-week sprints

Ship, learn, repeat. Each sprint targets a named gap cluster. AEO articles, pSEO batches, and schema fixes go live with senior signoff. Performance reviewed at sprint close.

Step 03

Compound the surface

Monthly board-ready citation report. pSEO matrices expand. AEO article cadence holds. Citation share rises across engines. The work goes from project to channel.

Old ways vs MH way

Human + tech, at a price that makes every other option look silly.

An expert SEO marketer alone costs $180K+ loaded, and that's before writers. A boutique agency charges $10–20K a month for content calendars and monthly reports. We ship the pipeline, the expert, and the content — at $10K flat.
Capability
Traditional agency
$10–20K / mo*
In-house senior SEO
$180K+ loaded*
MH-1 · SEO/AEO
$10K / mo
Semantic-graph gap analysis
None
Rarely
Built-in
AI citation tracking
None
Manual
Daily, 5 engines
3-pass AI-detection humanization
None
None
Every asset
Content volume
4–8 / mo
1 writer's capacity
Unlimited
SERP-shift + decay monitoring
None
Sporadic
24 / 7
Top-1% expert SEO on the account
Junior pod
Yes
Dedicated
Month-to-month, cancel anytime
Often 6 mo min
Salaried
Always
12-artifact audit trail per asset
None
None
Every asset

* Agency and in-house pricing excludes writer, editor, and content production costs. MH-1 pricing is all-in: strategy, pipeline, and content included.

Showing MH-1 column on mobile. View on desktop for full matrix.

Pricing

Scaled to your team.

Pick the one that matches what you already have. Each plan is the same senior team and the same system, sized to volume.

AEO + SEO Module

Most teams start here

Top 1% SEO marketer + the system, scoped to AEO and SEO.

$10,000 / month
  • Top 1% SEO marketer + specialized agents
  • Full semantic-graph audit + 90-day roadmap
  • Unlimited pillar articles
  • Unlimited Programmatic SEO
  • Weekly AI citation tracking + SERP shift alerts
  • Monthly competitor graph re-analysis
  • Quarterly knowledge-graph refresh
  • 12-artifact audit trail on every asset
Start with audit →

Entire MH-1 Growth Stack

Module + a fractional CMO running the whole channel mix.

$30,000 / month
  • Everything in the Module
  • Dedicated fractional CMO
  • Entire growth team — paid, lifecycle, partnerships
  • Scale all marketing under one operator
  • Channel attribution + board reporting
Learn about MH-1 →
Immediate availability Free trial + audit Month-to-month Cancel after week one
FAQ

Questions people ask on the call.

How is this different from an SEO/AEO agency?

A named senior strategist owns the work and the opinion. The same person who runs growth shows up on the call. The system speeds execution. The strategist signs off on every artifact that ships.

Is this a tool or a team?

A team running an AI-augmented system. The strategist is human, senior, and named. The system runs underneath them: citation polling, gap analysis, brief drafting, page templating. Co-pilot first, autopilot later.

What's actually in the audit?

A working document, not a slideshow. Citation footprint across five engines, source-type analysis, gap clusters ranked by traffic potential, fix prioritization with effort and lift, and a 30-day plan with owners.

Can you guarantee citations in ChatGPT?

We commit to a measurable lift in citation share over a defined cohort of priority queries within a defined window. Specific LLM placement is outside any vendor's control.

Will my Google traffic suffer if we focus on AEO?

AEO and SEO share a surface. The schema, entities, and structured content that earn LLM citations are the same signals that win Google. Both improve together.

How fast do we see results?

First deliverable lands in week one. First shipped artifacts in two weeks. First measurable citation share lift inside 60 days for the priority cohort, on average across our book.

The pipeline

Map. Build. Ship. Compound.

Four pillars, seven specialized agents, one forward-deployed expert. Every article ships with a 12-artifact trail so you can see what was done and why.

01 · Map

Map

A semantic knowledge graph of your category using InfraNodus. PageRank, betweenness centrality, Louvain community detection — the math tells us which entities matter and where competitors have thin coverage.

  • 6 Circles keyword expansion
  • 50–100 keywords · 6 lenses
  • SERP topology + PAA corpus
  • Gap analysis your team can't see

02 · Build

Build

Briefs grounded in multi-channel research: web + Reddit + X. Fifty questions per pillar. Practitioner reality, not scraped summaries. Your expert signs off on angle before a single word is written.

  • Parallel web research with citations
  • Reddit practitioner voices
  • 3–5 subreddits per topic
  • Grok x_search for thought-leader consensus

03 · Ship

Ship

Senior-SEO-quality drafts, then a three-pass humanization layer: word replacement, structure fixes, voice injection. Output passes AI detectors and reads like a practitioner wrote it.

  • Unlimited pillar articles
  • 3-pass humanization · 30+ banned words
  • Voice markers anchored
  • E-E-A-T review before publish

04 · Compound

Compound

Traditional agencies ship and leave. Our agents watch the SERP and the answer engines forever. When the category moves, you move with it — before your competitors notice.

  • Weekly SERP-shift detection
  • Monthly competitor graph re-analysis
  • Quarterly knowledge-graph refresh
  • Decay alerts on indexed pages
SEO · AEO Audit

Blueprint for winning search in the AI era.

A 47-page audit. Every finding tied to a specific action, owner, and expected lift. A prioritized roadmap your team could execute Monday.

unicornco-audit.marketerhire.com

Apr 2026

Unicorn Co — full audit

47 pages · 214 opportunities · 5 competitors benchmarked

Overall SEO/AEO score

58

Projected +14 pts after Q1 roadmap

Semantic Authority62
AI Citation Coverage28
Entity Coverage71
E-E-A-T Signal66

Top 3 findings

01

Missing from 7 of 10 'corporate rideshare' queries

Uber for Business cited in 8 of 10. Fix: schema migration + 12-page passage rebuild. Sprint 1.

+$410K ARR
02

Semantic gap in 4 high-value entity clusters

Topical authority drops at 'fleet-api' / 'trip-lifecycle' / 'cost-center-routing' / 'compliance.' Fix: 4 pillar refreshes + structured-fact passes. Sprint 2.

+$220K ARR
03

14 pillar pages lack author credentials

E-E-A-T penalty across the highest-traffic pillars. Author pages, schema.org/Person bindings, byline updates. Sprint 1.

+$180K ARR

In the audit package

  • Full semantic graph of your category vs. top 5 competitors
  • Per-page scoring across 14 SEO + AEO dimensions
  • AI citation benchmarking — ChatGPT · Perplexity · AIO · Claude
  • 200+ opportunities ranked by expected revenue lift
  • First 90-day roadmap with content + technical targets

What ships per finding

Named owner

Senior strategist

Fix type

Technical or content

Sprint slot

Week 1 / 2 / Q2

Est. lift

$ ARR forecast

Get your audit →

Get your audit in week one. Cancel after if it doesn't earn month two.

Proof

From the people the engines already listen to.

Real strategists on real engagements. Credentials shown — not the marketing-vanity title.

"MH-1's SEO product found topical gaps our in-house team had missed for two years. We 3x'd non-brand organic in seven months — and finally showed up in ChatGPT for our core category."

Top 1% SEO Marketer · MarketerHire Platform

"The semantic-graph approach is the only thing I've seen that consistently moves mid-funnel AI visibility. It's what we tried to build internally and couldn't."

Former Top 10 Global Agency · Technical SEO Lead

Get started

Book the audit-week trial.

Tell us what's softening. We come back inside 24 hours with a senior strategist match and an audit scope.

Got it. Strategist match within 24 hours.

Work email. Confirmation lands inline with a calendar link.

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