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Nissan of Orange Park

Run by Demand Local on Hrizn • Morgan Automotive Group • Oct 2025 – Mar 2026 (6-month pilot)

A 6-month GEO pilot started as a content program. It ended as a front-to-back rebuild of the dealership’s visibility — in organic search, in AI answers, and in the paid media economy that sits on top of both. 44 pieces. Three Google algorithm updates survived. The only dealer in the Jacksonville Nissan market that gained keywords while every competitor lost ground.

Page 1 Impressions+0%274K → 809KOrganic search, baseline vs pilot
AI Citations0125 cited pages4 engines: Google AI Mode, ChatGPT, Perplexity, Gemini
Conversions+0.0%2,840 → 4,106Paid, with spend held roughly flat
Cost Per Acquisition0%$78.33 → $60.32$19.92 marginal CPA on every added dollar
Dealership
Agency Partner
The Challenge

Page-2 Visibility in a Hyper-Competitive Metro Market

Heading into Q4 2025, Nissan of Orange Park looked like most single-rooftop dealer sites: average search position of 21.4 (page 2), branded-only visibility, and a paid account doing the heavy lifting at a $78 CPA. Three Google algorithm updates were on the calendar — a December core update, a March spam update aimed squarely at scaled low-quality dealer content, and another core update on its heels. Demand Local had a hypothesis: publish topical, query-matching content that answers the questions Nissan shoppers actually ask, and let organic authority do the rest. The pilot would either prove GEO is a durable visibility asset, or fail loudly during the most volatile six months in dealer search in years.

The play was simple. The outcome was not. Publish topical, query-matching content that answers the questions Nissan shoppers actually ask — and see what happens.

Ray Bhatia
Ray Bhatia
CEO & Co-Founder, Demand Local
The Approach

Demand Local + Hrizn: 44 Pieces Against Real Shopper Intent

The play was simple: publish topical, query-matching content that answers the questions Nissan shoppers actually ask — and let Google’s quality signals do the rest. 18 pieces in Q4 2025 followed by 26 in Q1 2026, run by Demand Local on Hrizn infrastructure, surviving a December core update, a March spam update, and another core update mid-flight.

Before the Pilot
Average search position of 21.4 — buried on page 2 of Google
Branded-only visibility, dependent on direct shoppers
Three Google algorithm updates incoming — historically negative for dealer sites
Paid account carrying the funnel at a $78.33 CPA
No AI citations — invisible in the answer surface where shoppers research
What Demand Local Deployed on Hrizn
Demand Local agency partnership running on Hrizn content infrastructure
44 intent-matched pieces published Oct 15, 2025 – Mar 2026
Sitemap resubmitted for indexing (last updated in 2022)
New and used inventory descriptions deployed in December
Topic mix targeting model, finance, service, and lifestyle queries

The Headwinds This Rode Through

Three Google algorithm updates hit within the reporting window. Most dealer sites came out of these updates negatively. Nissan of Orange Park gained 357 P1 queries, 12.5 positions, and 954 AI citations through them — strong evidence Google’s quality signals see this content as the good kind.

Dec 2025
Broad Core Update
18-day rollout (Dec 11–29) that hit e-commerce and thin-content sites hard.
Mar 2026
Spam Update
Google’s fastest spam rollout on record — targeted scaled low-quality content and automated inventory feeds.
Mar 2026
Core Update
Mid-rollout when this snapshot was pulled. Most dealer sites came out negatively. NOP gained share.

Internal linking from content pages passes authority to money pages. New Inventory SRPs +14%, Specials +63%, Lifetime Warranty +65% — these pages got stronger without any direct optimization because the content program built authority across the domain.

Tonya Bryant
Tonya Bryant
Director, Strategic Growth & Partnerships – AI Discovery, Demand Local
The Results

A Visibility Regime Change — Through Three Algorithm Updates

Baseline Apr–Sep 2025 vs pilot Oct 2025–Mar 2026 (GSC, AI engines, and Google Ads search reports). Most dealer sites came out of these updates negatively. Nissan of Orange Park gained 357 P1 queries, 12.5 positions, and 954 AI citations through them.

AI Citations
954
125 Cited Pages, 4 Engines
Baseline
0
Post-Pilot
954
+195% P1 Impressions6-Month Window
+52.9%
P1 Keywords
675 → 1,032
21.4 → 8.9
Avg Position
Page 2 to page 1
+44.6%
Conversions
2,840 → 4,106 (paid)
−23%
CPA
$78.33 → $60.32
$19.92
Marginal CPA
Per net-new conversion
The Transformation

From Page 2 to the Front Page — And Into the Answer Set

Page 1 keyword count rose 52.9%, Page 1 impressions tripled, and the site-wide average position improved 12.5 places — from 21.4 (mid-page-2) to 8.9 (top of page 1, where over 90% of clicks happen). One Q&A piece, the CVT Guide, became the #2 page on the entire domain.

Organic Visibility: Baseline vs Pilot

Site-Wide Position Improvement

Average position moved 12.5 places — the difference between being clicked and being invisible. In SERP rankings, lower numbers are better.

Site-Wide Avg Position
Before
#21.4
+12.5 spots
After
#8.9
58% improvement
+546
Net-New P1 Queries
Pure incremental visibility — queries with zero baseline impressions now ranking on page 1.
Now In The Answer Set

954 AI Citations — And The Click Paradox

Across the pilot, Nissan of Orange Park earned 954 AI citations across 125 pages on Google AI Mode, ChatGPT, Perplexity, and Gemini. Total clicks rose only +3.8% while impressions rose +24.5%— not a disconnect. Google’s AI Overview is answering shopper questions on the results page itself, and the dealership is the source being quoted. That is worth more than a click: it is brand authority baked into every Nissan shopping question in the market.

Good Company

Top AI-cited sources for Nissan answers in market:

#1nissanusa.com
#2youtube.com
#3reddit.com
#4nissanoforangepark.comThis Pilot
954
AI Citations
Across 125 cited pages on Google AI Mode, ChatGPT, Perplexity, and Gemini
14 → 19
SEMrush AI Visibility Score
Oct 16, 2025 → Apr 8, 2026 — +35.7% momentum, still climbing as content ages
And When They Click, They Stay

Engagement Quality Up The Funnel

Behind the AI citations is a deeper signal: shoppers who do reach the site are spending dramatically more time on it. The dealership’s GA4 data shows engagement rate up, bounce rate down, and average session duration up by more than a minute against the same Apr–Sep 2025 baseline. This is the same quality signal Google reads when it scores the landing page experience for paid auctions.

+8%
Engagement Rate
59% → 64% — shoppers staying past first scroll
−12%
Bounce Rate
41% → 36% — fewer single-page exits
+28%
Avg Session Duration
4:22 → 5:35 — deeper research per visit

75 queries ranking pos 1–3 with under 1% CTR — Google is serving AI answers for informational queries before users click. The answer to zero-click isn’t more SEO — it’s being cited IN the AI answer. Exactly what the content program is building toward.

Tonya Bryant
Tonya Bryant
Director, Strategic Growth & Partnerships – AI Discovery, Demand Local
The Authority Signature

A Domain Google Treats As A Topical Authority

SEMrush signals confirm what GSC and AI data already suggest: Google now treats nissanoforangepark.com as a topical authority in the Jacksonville Nissan market.

29
SEMrush Authority Score
318
Referring Domains · 2,300 backlinks
18%
Share of Local Nissan Organic Search

CVT Guide · #2 page on the entire domain.A single Q&A-style article now outranks most of the inventory pages for informational traffic — proof the quality signal is working.

Live On Page 1 Right Now

Hrizn-Built Pages, GSC-Verified Rankings

Every page below was published during the pilot and now ranks on Google Page 1 for its target queries. The number on the left of each row is the page’s average Google ranking positionover the Oct 2025 – Mar 2026 content period (lower is better — Page 1 is positions 1–10). The number on the right is total GSC clicks from organic search.

Source: Demand Local program reporting · Google Search Console clicks across the full Oct 2025 – Mar 2026 content period. Click any page to verify the live ranking yourself. Six top performers shown out of the 44 pieces published during the pilot.

In A Market That Lost Ground

The Only Dealer That Grew

Comparing organic keyword counts across the four Jacksonville Nissan dealers, baseline (Apr–Sep 2025) vs content period (Oct 2025–Mar 2026). Every other rooftop in the market lost organic keywords. Only Nissan of Orange Park grew — by +757 keywords (+12.7%).

DealerBaselineContentChange
Nissan of Orange Park5,9686,725+757 (+12.7%)
Nissan at the Avenues9,8949,166−728 (−7.4%)
Coggin Nissan at Atlantic8,1886,797−1,391 (−17.0%)
Davis Nissan Jacksonville1,2861,073−213 (−16.6%)

Source: SEMrush Apr 2026, organic keyword count by dealer. The competitive proof point: the program did not just lift NOP — it captured share that competing dealers visibly lost.

Local Actions

Where The Zero-Clicks Went

AI Overviews answer questions on the SERP, suppressing some clicks. The traffic does not vanish — it shifts into local actions: calls, directions, and Maps engagements. Demand Local’s Google Business Profile data shows exactly where that demand went over Nov 2025 – Mar 2026.

12,861
GBP Interactions
Total customer actions, Nov 2025 – Mar 2026
6,983
Website Clicks
From Google Business Profile
3,391
Direction Requests
Drove to the lot from Maps
2,487
Phone Calls
Direct calls from search

March 2026 was the strongest month: 10,125 profile views (+32.1% YoY) and 4,357 search appearances (+24.2% YoY). Profile views grew year-over-year every single month of the content period.

Money Pages

Content Lifted The Money Pages — Without Touching Them

Internal links from the 44 published pieces passed authority back through to inventory, service, and trust pages. None of these were directly optimized — they got stronger because the content program built authority across the domain.

+450%
/kicks/ Inventory
Pre-content baseline → content period
+800%
/staff/ Page
Position 21.7 → 10.3 — bio pages now rank
+65%
Lifetime Warranty
Position 17.1 → 10.9
+63%
Specials & Offers
Position 31.0 → 8.2

Plus 1,360 VIN-level VDPs tracked in GSC: average position improved from 22.2 → 8.3 (a 13.9-position gain), with +8.4% click growth and 366 inventory pages generating more clicks than baseline. GEO-optimized inventory descriptions went live Dec 3, 2025.

The Pivot

When Authority Rewires Paid Media

This is where most agencies stop. Demand Local kept going, because the most important outcome of this pilot was not organic — it was what organic authority did to the paid account. Holding paid spend roughly flat (+11%), the program drove 1,266 incremental conversions at a 23% lower CPA. $19.92 of additional spend produced one additional conversion: the signature of authority making paid work harder.

12,653
Net-New Search Terms
Zero baseline impressions — Google's matching algorithms mapped a wider query universe onto the paid account
9,772Non-Brand Product / Model
nissan rogue2026 nissan altima
1,444Long-Tail Conversational
used nissan murano jacksonville fl
646Local Non-Brand
nissan dealership jacksonville
397Research / Informational
nissan frontier mpgbuild and price
375Competitor-Adjacent
coggin nissan at the avenues
19New Brand Variants
fuccillo nissan of orange park
Three Mechanisms, One Ecosystem
Quality Score — topical authority dropped inventory CPC by 15% ($10.67 → $9.04)
Landing Page Experience — relevant content lifted conversion rate by 27% (13.7% → 17.4%)
Ad Rank & Coverage — matching algorithms mapped 12,653 net-new search terms onto the account

Paid Efficiency: Same Spend, Different Outcome

−23%
CPA
$78.33 → $60.32
+44.6%
Conversions
+1,266 net-new
+27%
Conversion Rate
13.7% → 17.4%
$19.92
Marginal CPA
Per added conversion

Authority isn’t an SEO outcome. It’s a media-cost outcome. The GEO program bought 6 months of compounding Quality Score equity.

Caitlin Cowley
Caitlin Cowley
Senior Vice President, Growth & Strategy, Demand Local
Paid Patterns

Three Distinct Paid-Side Patterns

These are the kinds of paid-account distortions that only authority can produce. A spend-only lever can’t generate them. Each pattern below has a different mechanism — and each is directly traceable to organic GEO signals working their way into the paid auction.

01

Competitor Conquest — AI Priming

Shoppers are primed before the click. “Nissan at the Avenues” went from 30 → 585 impressions (+19×).

+267%Conv. on rival-dealer queries (51 → 186)
−57%CPA on conquest ($182 → $79)
124AI mentions on competitor queries
02

The Click Paradox — Zero-Click Brand Wins

AI Overview answers brand queries directly. Shoppers arrive via calls, directions, and local actions instead.

−48%Brand impressions (2,857 → 1,482)
+49%Brand conversions (778 → 1,155)
78%Conv/impr vs 27% baseline (2.9×)
03

Inventory Efficiency — Quality Score Lift

Textbook Quality Score improvement. Google serves inventory ads more often, charging less per click.

−15%Inventory CPC ($10.67 → $9.04)
+31%Inventory impressions (76,896 → 100,872)
−31%Inventory CPA ($153.86 → $105.38)
The Bottom Line

GEO is not a channel. It is a whole-funnel authority asset.

Even accounting for seasonality and three Google algorithm updates, GEO is the most plausible proximate cause of this efficiency gain — and it is the only lever the dealership directly controls. The pilot proves the thesis on one rooftop. The next move is deciding how fast Morgan Automotive Group deploys it across the other 49.

+195%
P1 Impressions
274K → 809K (organic)
954
AI Citations
125 cited pages, 4 engines
+44.6%
Conversions
2,840 → 4,106 (paid)
−23%
CPA
$78.33 → $60.32
$19.92
Marginal CPA
Per net-new conversion
12,653
Net-New Search Terms
Zero baseline impressions

The proof points that tell the whole story.

44 intent-matched pieces rewrote the visibility math in 6 months
Page 1 impressions nearly tripled (+195%) and survived three Google updates
The only Jacksonville Nissan dealer that gained keywords (+757) — competitors lost ground
954 AI citations placed the rooftop alongside nissanusa.com, YouTube, and Reddit
AI Visibility Score climbed 14 → 19/100 (+35.7%) and is still rising as content ages
Same paid spend produced +44.6% conversions, −23% CPA, +27% conversion rate
Now the #2 converting store in Morgan Automotive Group — proof on one rooftop, ready to scale

GEO is not a channel. It is a whole-funnel authority asset that makes every paid dollar work harder. Even accounting for seasonality and three Google algorithm updates, GEO is the most plausible proximate cause of this efficiency gain — and it is the only lever the dealership directly controls.

Caitlin Cowley
Caitlin Cowley
Senior Vice President, Growth & Strategy, Demand Local
Methodology

How We Measured This

Every number on this page is sourced from production analytics or an audit-grade third-party tool. Below is the full provenance for every metric we cite, including measurement windows, data sources, and the limitations a careful reader should know about.

Google Search ConsoleGSC Supplemental Report (Search type: Web). 6-month baseline (Apr 1 – Sep 30, 2025) vs 6-month content period (Oct 1, 2025 – Mar 31, 2026). Powers all impression / click / position / Page 1 query metrics.
SEMrushDomain Overview snapshot (Apr 7–8, 2026). AI Visibility Score tracked Oct 16, 2025 → Apr 8, 2026. Authority Score, referring domains, organic keyword count, and competitor comparison.
Google AdsSearch-terms reports across all campaign segments (Main, Model, Lease, Competitor, Non-brand, Brand). Powers the paid-side metrics in The Pivot and Three Distinct Paid-Side Patterns sections.
Google Analytics 4The dealership’s GA4 property, accessed via the Hrizn analytics connector. Powers engagement rate, bounce rate, and average session duration metrics, baseline vs pilot.
Google Business ProfileGBP performance data, Nov 2025 – Mar 2026. Note: GBP data was first captured at program start (Nov 2025), so a Q3 2025 baseline is not available for these metrics.
Live VerificationEvery page in the “Live On Page 1 Right Now” section links to the public URL on nissanoforangepark.com so readers can verify rankings themselves in real time.
FAQ

Questions People Ask About This Pilot

Common questions from operators, agency teams, and readers running the same playbook on their own dealerships.

What is GEO and how is it different from SEO?

GEO (Generative Engine Optimization) is the practice of building content infrastructure that gets cited by AI answer engines — Google AI Mode, ChatGPT, Perplexity, and Gemini — alongside Google rankings. SEO optimizes for the blue link; GEO optimizes for the cited source inside the AI answer. The same content quality signals power both: topical authority, structured data, and intent-matching answer-first writing. The Nissan of Orange Park pilot used GEO content to earn 954 AI citations across 125 pages while also moving avg Google position from 21.4 to 8.9.

Why did total clicks only rise 3.8% if rankings improved so much?

This is the click paradox. Site-wide impressions rose 24.5% (3.66M → 4.56M) and average position improved from 21.4 to 8.9, but Google’s AI Overviews now answer many informational questions on the results page itself — a 2026-wide industry trend. Demand Local estimated ~4,270 clicks were suppressed by zero-click compression. The traffic did not vanish: GBP local actions (calls, directions, profile interactions) absorbed it, and the dealership earned 954 AI citations as the source being quoted. That brand authority is more durable than a single click.

How was the baseline measured against the pilot?

A clean, apples-to-apples 6-month-versus-6-month window: baseline Apr 1 – Sep 30, 2025 (no content program active) vs content period Oct 1, 2025 – Mar 31, 2026 (44 pieces of GEO content published). Same six calendar months on each side eliminates seasonality bias. Source data: the dealership’s Google Search Console Supplemental Report (search type: Web), SEMrush Domain Overview (Apr 7–8, 2026), Google Ads search-terms reports across all campaign segments, the dealership’s GA4 property, and Google Business Profile (Nov 2025 – Mar 2026, since GBP data is only available from program start).

How many algorithm updates did the pilot survive?

Three. December 2025 Broad Core Update (18-day rollout, hit thin-content sites hard); March 2026 Spam Update (Google’s fastest spam rollout on record, targeting scaled low-quality content and automated inventory feeds — the default dealer-site pattern); and a March 2026 Core Update mid-rollout when this snapshot was pulled. Most dealer sites came out of these updates negatively. Nissan of Orange Park gained 357 P1 queries, 12.5 positions, and 954 AI citations through them — strong evidence Google’s quality signals see this content as the good kind.

Was Nissan of Orange Park really the only dealer in market that gained keywords?

Yes. Per SEMrush organic keyword count, baseline (Apr–Sep 2025) vs content period (Oct 2025–Mar 2026): Nissan of Orange Park +757 (+12.7%); Nissan at the Avenues −728 (−7.4%); Coggin Nissan at Atlantic −1,391 (−17.0%); Davis Nissan Jacksonville −213 (−16.6%). Every other dealer in the Jacksonville Nissan market lost organic keywords during the same window NOP gained share.

Who ran the program — Demand Local or Hrizn?

Demand Local is the agency that ran the GEO pilot for Nissan of Orange Park, including strategy, calendar, and reporting. Hrizn is the content infrastructure platform Demand Local used to publish the 44 pieces. The case study is published by Hrizn as the platform partner; quotes are attributed to Demand Local as the agency that delivered the work.

Can these results be replicated for another dealership?

The mechanism — intent-matched topical content earning topical authority that priced into both organic and paid Google auctions — is replicable wherever a dealership controls its own domain, has organic visibility headroom on page 2 or below, and can commit to ~6 months of structured publishing. The specific lift depends on competitive density, brand strength, and starting position. Demand Local and Hrizn have shipped similar programs across other Northeast Florida and national rooftops; see the related case studies linked at the bottom of this page.

The Moat

The Foundation Is Built. Q2/Q3 Is The Proof.

This domain now sits alongside nissanusa.com, YouTube, and Reddit in AI answers for Jacksonville Nissan queries — and is the only dealer in the market that gained organic keywords during the pilot. Compounding authority is not a content schedule. It is a moat. Competitors looking to replicate it need 12 to 18 months of structural work to even approach this position. Every article, Q&A, and landing page now in the index continues to compound. Pausing burns the lead.

The 6-month content period established a permanent foundation. Unlike paid media that stops when billing stops, every article, Q&A and landing page continues to compound. The AI Visibility score (14 → 19) shows AI is learning who this dealer is. Q2 is where that investment starts paying interest.

Ray Bhatia, CEO & Co-Founder of Demand Local
Ray Bhatia
CEO & Co-Founder, Demand Local

+195% Page 1 impressions. 954 AI citations. −23% CPA. See how IdeaCloud surfaces real shopper intent, how Composer turns it into structured content, and what this looks like for other dealerships.

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