CEDX 2026 Growth Release: Closed-loop pipeline attribution, journey orchestration, and ad spend ledger on one schema Explore the CEDX SEO architecture ->
CEDXSystems
EnglishTalk to sales
MARKETING CEDX SEO
Overview Keywords AI Search Workflow & Tour Operators TCO Model 14-Day Sandbox Live build ↗
MARKETING CEDX SEO · Marketing · seo.cedxsystems.com

Search, including the answers that aren't links.

Rankings and crawl health are table stakes. SEO also tracks how often AI answers cite you, 21.4% of tracked prompts, and turns all of it into one opportunity queue with sessions, value, effort and confidence on every row.

Open live CEDX SEO -> Inspect 4-screen build tour
5,059 keywords ranking 1,842 referring domains 21.4% AI answer visibility Zero-ETL Shared Postgres Record
CEDX SEO Enterprise Architecture Briefing
CEDX SEO · 5,059 keywords ranking

"Consolidating onto CEDX eliminated four middleware connectors and cut our weekly forecast and close reconciliation fro..."

Marcus Vance · Chief Revenue Officer · Meridian Systems · 0.01s Canonical Sync
CEDX SEO reads and writes the exact same canonical Postgres record as CEDX Pages, CEDX Web Analytics, and CEDX Ads with zero third-party webhooks.
🔒 https://seo.cedxsystems.com/workspace/live
CEDX SEO · Overview (The command center is honest about health)
seo.cedxsystems.com · 01 Overview · Live Canonical Dataset
● Overview Active · 0.011s Sync Open /app/seo ↗
KEYWORDS RANKING
5,059
184 in the top 3
REFERRING DOMAINS
1,842
62 new · 35 lost
AI ANSWER VISIBILITY
21.4%
412 citations across 72 prompts
SITE HEALTH SCORE
82
8 errors · 24 warnings · 61 notices
Campaign / Journey Stream Target Segment & ICP Channel & Spend Owner Attributed Pipeline CAC Payback Signal ROAS Multiplier
Q3 CFO Consolidation PlaybookCEDX SEO · Record #1040 Enterprise Finance · 500+ Emp L. Chen · Demand Gen $3,480,000 ● 4.2 mo Payback 6.8x Pipeline
Executive Dinner Series NYCCEDX SEO · Record #1041 C-Suite & VP RevOps M. Brooks · Field Mktg $1,920,000 ● 3.1 mo Payback 9.4x Pipeline
Paid Search · ERP AlternativeCEDX SEO · Record #1042 High-Intent Technical Buyers S. Gupta · Paid Media $2,150,000 ● 5.0 mo Payback 5.2x Pipeline
Product-Led Sandbox NurtureCEDX SEO · Record #1043 Self-Serve Trial Evaluators A. Rivera · Lifecycle $1,640,000 ● 1.8 mo Payback 11.2x Pipeline
✦ CEDX SEO Copilot · Q3 CFO Consolidation Playbook
Overview Verified
Site health reads 82: 8 errors, 24 warnings, 61 notices, crawl coverage 12,480 of 14,100 URLs. SERP features are counted, not assumed: 12 featured snippets held of 34 tracked, 48 people-also-ask of 96, 21 AI answer panels of 88.
CEDX SEO operator workspace in natural daylight
FIELD DOCUMENTARY · MARKETING

A keyword is a cluster, not a guess

A page that slipped from 4 to 11 is worth 3,075 sessions a month. The queue says so, then says the fix takes hours.

CAMERA: CANON EOS R5 · 35MM F/1.4 · NATURAL DAYLIGHT ESTATE ROUTE: /APP/SEO
CORE CAPABILITIES · CEDX SEO

Three architectural jobs CEDX SEO gets right on one record.

Every capability below runs against the shared CEDX Postgres database with zero external sync queues or reconciliation lag.

01 · MARKETING FOUNDATION

A keyword is a cluster, not a guess

One head term reads: volume 40,500 (86,400 global), difficulty 58 with 74 referring domains needed, CPC $14.20, traffic potential 61K if you outrank the leader, 0.62 clicks per search. And it inherits a cluster of 1,840 same-intent keywords, so you plan the topic, not the phrase.

✓ Matching terms 638 · related 563 · questions 82Verified
✓ Intent filters: informational to transactionalVerified
✓ Your position and the gap on every rowVerified
02 · LIVE EXECUTION

AI answers are a surface you can rank on

AI visibility reads 21.4% of tracked prompts citing the brand: 412 citations across 72 prompts in 7 clusters. The surfaces are split out: answer panels 21.4%, assistant chat 17.2%, research engines 12.6%, shopping assistants 8.1%. Prompts where rivals get cited instead are flagged as gaps.

AI answers are a surface you can rank on
CEDX SEO Live Telemetry ● 5,059 keywords ranking
03 · DETERMINISTIC GOVERNANCE

An action queue, priced in sessions

67 opportunities with sessions per month, value per month, effort, confidence and priority. Refreshing a page that slipped 4 → 11 is worth +3,075 sessions at $6.8K and takes hours. Pushing a keyword from 11 into the top 3 is worth $20K and takes weeks. Both are on the same queue.

✓ Types: decay, quick win, technical, link, AI citationActive
✓ Effort in hours, days or weeksActive
✓ Priority computed, not assigned by feelActive
04 · VERIFIED DEMO DATASET METRICS

What the live CEDX SEO build looks like when you open /app/seo.

Every figure below is directly inspectable in the running CEDX SEO application workspace with zero synthetic projections.

KEYWORDS RANKING
5,059
184 in the top 3
REFERRING DOMAINS
1,842
62 new · 35 lost
AI ANSWER VISIBILITY
21.4%
412 citations across 72 prompts
SITE HEALTH SCORE
82
8 errors · 24 warnings · 61 notice
4-SCREEN RUNNING BUILD TOUR

Four screens captured from seo.cedxsystems.com, in the order operators run them.

Click any screen below to inspect how CEDX SEO moves from initial intake to verified cross-estate completion.

01 OVERVIEW
The command center is honest about health
Site health reads 82: 8 errors, 24 warnings, 61 notices, crawl coverage 12,480 of 14,100 URLs. SERP features are counted, not assumed: 12 featured snippets held of 34 tracked, 48 people-also-ask of 96, 21 AI answer panels of 88.
02 KEYWORDS
Research the cluster, win the topic
The parent-topic panel shows what ranking for the head term inherits. Below it, every matching term carries intent, volume, difficulty, CPC, traffic potential, your position and the gap, sorted so the 24-position term with 89 opportunity is impossible to miss.
03 AI SEARCH
Track the prompts like rankings
72 prompts tracked across 7 clusters, each with volume band, cited or not, cited position, and who else got the citation. When a competitor owns the answer to a very-high-volume prompt, it sits in the gaps filter.
04 OPPORTUNITIES
Ship the hours first
37 of the 67 opportunities are quick wins measured in hours: refreshes of slipped pages, a canonical pointing at a redirect chain, a 404 still in the sitemap. The queue orders itself by priority, and selecting rows builds the plan.
01 OVERVIEW · SEO.CEDXSYSTEMS.COM

The command center is honest about health

● Live Screen Capture

Site health reads 82: 8 errors, 24 warnings, 61 notices, crawl coverage 12,480 of 14,100 URLs. SERP features are counted, not assumed: 12 featured snippets held of 34 tracked, 48 people-also-ask of 96, 21 AI answer panels of 88.

✓ Crawled 2h ago, timestamp on screenVerified in /app/seo
✓ Authority 61, share of voice 18.6%Verified in /app/seo
✓ Biggest movers with position deltasVerified in /app/seo
The command center is honest about health
OPERATING CADENCE · MARKETING

How CEDX SEO runs across the week, in the exact order work happens.

Because Campaigns, Journeys, Events, CRM, and Books share one database, every ad dollar is traced all the way to collected cash.

STAGE 01

Capture & Ingest

Records land in CEDX SEO already linked to the canonical customer, employee, or vendor ID.

STAGE 02

Score & Triage

Deterministic rules and auditable Copilot signals rank every item by financial and SLA impact.

STAGE 03

Execute & Approve

Operators resolve work in one click with role-based guardrails and instant cross-app writeback.

STAGE 04

Reconcile & Report

Every completed action updates live executive dashboards and the immutable audit log automatically.

OPERATOR WORKSPACES · WHO RUNS CEDX SEO

Three roles open CEDX SEO every day. Each sees the exact surface they own.

Role-based views and permissions are enforced at the database row level so executives, managers, and frontline operators share one source of truth.

Content lead using CEDX SEO

Content lead

Works the decay queue: refreshes the pages that slipped before the positions compound.

● decay queue · 37 quick wins
Technical SEO using CEDX SEO

Technical SEO

Owns the crawl: errors, warnings, notices, coverage, and the canonical and sitemap fixes priced in the queue.

● health 82 · 12,480 URLs
Digital PR using CEDX SEO

Digital PR

Works referring domains and AI citations: 62 new domains, 35 lost, and the prompts nobody cites you on yet.

● 1,842 domains · 412 citations
ONE CANONICAL RECORD ACROSS 132 APPLICATIONS

Marketing Attribution Priced Against Real Closed-Won Ledger Dollars

CEDX SEO is not an isolated point tool. It reads and writes the exact same customer, ledger, and identity records as the rest of the CEDX software estate.

CONNECTED MODULE 01 Open /pages/ ->

CEDX Pages

The URLs the crawl reads and the templates the opportunities refresh.
CONNECTED MODULE 02 Open /web-analytics/ ->

CEDX Web Analytics

The organic sessions behind the rankings, measured on the same pages.
CONNECTED MODULE 03 Open /ads/ ->

CEDX Ads

The paid side of the same queries: intent and CPC shared between the two.
CONNECTED MODULE 04 Open /assets/ ->

CEDX Assets

The media on the ranking pages, rights and brand fit attached.
ARCHITECTURAL PROOF · OPERATOR PERSPECTIVES

Why enterprise operators replace stitched SaaS stacks with CEDX SEO.

"Consolidating onto CEDX eliminated four middleware connectors and cut our weekly forecast and close reconciliation from two days to twelve minutes."

Marcus Vance
Marcus Vance
Chief Revenue Officer · Meridian Systems

"When Sales, Operations, and Finance read and write the exact same Postgres record, month-end stops being a detective investigation across six spreadsheets."

Elena Rostova
Elena Rostova
Chief Financial Officer · Northline Group

"Our operators actually enjoy opening the workspace. Every screen is fast, legible, and grounded in live production data with zero synthetic clutter."

David Okafor
David Okafor
VP of Enterprise Systems · Harbor Holdings
LIVE TCO & CONSOLIDATION MODEL · MARKETING

Stop paying five vendors to re-sync the same marketing record.

Drag the seat slider to compare your current stitched stack (Marketo Measure + HubSpot Marketing Enterprise + 6sense + Braze) against running CEDX SEO natively on the unified CEDX estate.

Organization Seats 250 seats
25 seats 500 seats 1,250 seats 2,500 seats
Legacy Stitched Stack
Marketo Measure + HubSpot Marketing Enterprise + 6sense + Braze
$1,380,000 / yr
CEDX SEO + Full Estate Bundle
All 132 applications · Canonical Postgres · Unlimited Copilot
$267,000 / yr
Verified Annual Hard Savings
Plus 0 middleware sync failures
$1,113,000 / yr
TECHNICAL & PROCUREMENT FAQ · CEDX SEO

Questions operators and architecture teams ask before piloting CEDX SEO.

01 Is the software on this page real? +
Yes. Every screenshot is a capture of the running build and you can open the same build at /app/seo . It runs on demo data: the domain and its figures are the demo site’s.
02 What is AI visibility? +
The share of tracked prompts whose AI answers cite you. The demo tracks 72 prompts in 7 clusters: the site is cited on 21.4%, with 412 citations split by surface: answer panels, assistant chat, research engines, shopping assistants.
03 How is the opportunity queue ordered? +
By priority computed from sessions per month, value per month, effort and confidence. A slipped-page refresh worth +3,075 sessions at hours of effort outranks a $20K push that takes weeks, and both stay visible.
04 What does site health cover? +
The last crawl's errors, warnings and notices plus coverage: 82 on the demo, with 8 errors, 24 warnings, 61 notices and 12,480 of 14,100 URLs crawled two hours before the capture.
05 Is SEO audited or certified? +
No certification has been issued. What we can evidence about hosting, encryption, tenant isolation and production access is written up on the security page .
LIVE SANDBOX · ZERO MIDDLEWARE · NO CARD REQUIRED

CEDX SEO is running right now. Open it and inspect the record.

Explore the live CEDX SEO workspace on canonical demo data at /app/seo, or book a 30-minute architecture session to map your first entity rollout.

Open live CEDX SEO (/app/seo) -> Book an estate architecture map