Buyers asking AI for a Kia dealer around Huntington Beach hear Sutherlin Kia Huntington Beach in 4 of 6 answers.
11 things to fix. 8 fixed once in the first week, 3 worked every month.
- AI assistants name the store only some of the time. We asked ChatGPT and Google Gemini 3 questions a Kia shopper in Huntington Beach would ask. Sutherlin Kia Huntington Beach was named in 4 of 6 answers. Instead they named Tustin Kia. evidence
- Asked what is on the lot right now, the assistants can't see the inventory. On the "in stock right now" questions the store was named 2 of 4 times. evidence
- AI quotes other sites about the store, not the store. When the assistants back up an answer with a link, they point to carmax.com, cars.com and ggkia.com and to the store's own website only 10 of 77 times. A dealer's site that AI doesn't quote is a dealer AI describes second-hand. evidence
- Bing barely knows the store, and Bing is what ChatGPT reads. ChatGPT and Microsoft Copilot search through Bing. There the store is in the top 10 for 1 of 10 searches, and searching its own name puts the site outside the top 20. evidence
- Reviews go unanswered. 3 one- and two-star reviews stand unanswered. Shoppers read the answers; so do the AI assistants. evidence
- The phone number on the site is not the one on Google. Engines match a business by name, address and phone. Two phones read as two businesses. evidence
- The homepage is heavy on a phone. On a phone the homepage is 8.0 MB and 160 requests. Most buyers are on a phone, on a mobile network, and Google measures this. evidence
- Not on Apple Maps in the results. Every iPhone opens Apple Maps by default; the store's Apple listing did not show for its name. evidence
- The Google Business Profile is incomplete. The profile is what Google Maps and the AI assistants read first. Today the Q&A section is empty. evidence
- The homepage title does not say the city. The title is the first line Google shows and reads. It does not mention Huntington Beach. evidence
- No pages for the cities the store sells to. Buyers in the towns around Huntington Beach search with their own town's name. The site has no page for them. evidence
At a glance.
Green reads well for the store,
amber is mixed,
red is a gap. Every cell links to the evidence.
Full history
3 questions a real shopper would type, put to
ChatGPT 2/3, Google Gemini 2/3,
each with live web search on. Where the store was not named, the assistant recommended
competitors by name.
Verbatim answers below
The question that ends in a visit. An assistant can only answer it from
inventory pages it is able to read - the vehicle pages, their schema and the sitemap
checked in section 9.
Availability questions in the table below
The rest went to review aggregators, forums and competing dealerships. Those
pages, not the dealer's, are what the models read and repeat back to a buyer.
Full source count below
Top three at 25 of them, outside the first twenty at 0.
Grid below
Top three at 23 of them, outside the first twenty at 0.
Grid below
3 do not rank in the top 30 at all.
Google showed an AI Overview on 6 of these searches and cited this store on
5 of them.
Keyword table below
A vendor-hosted dealer platform. Templates, schema, robots.txt and llms.txt change through the vendor's admin or a support ticket; there is no server access. Most vendors expose a custom-HTML / script slot and let the dealer edit page copy, titles and meta.
Platform, hosting and the third-party stack below
Price 27492 USD,
availability InStock, VIN present,
mileage missing
One vehicle page read, section 9
4.2 stars from 1,833 reviews.
Reviewers talk about: leasing (93), kind staff (75), new car purchase (60), no pressure sales (27), loaner car (9).
Full profile below
1 · What the AI assistants tell a buyer
|
ChatGPT
2/3
named · gpt-5.6-sol
|
Google Gemini
2/3
named · gemini-3.5-flash
|
| Buyer question | ChatGPT | Google Gemini |
|---|
| I live in Huntington Beach, CA. Which Kia dealership should I buy a new car from? Give me a short ranked list with reasons. |
named | named |
| Does any Kia dealer near Huntington Beach, CA actually have a new Telluride in stock right now - on the lot, not "in transit"? I want to test drive one this weekend. Who should I call, and roughly what are they asking? availability |
named | named |
| Looking for a used Kia Telluride under $30,000 with under 60,000 miles near Huntington Beach, CA. Which dealers have one in stock right now? I want actual listings, not just dealer names. availability |
not named | not named |
"Named" means the dealership appears anywhere in the answer, including as a
runner-up. It is the loosest possible test and it is the one being reported.
Recommended instead
Kia dealerships the assistants named in the answers where this store was absent.
| Dealership | Answers |
|---|
| Tustin Kia | 1 |
The answers, verbatim
Untouched excerpts - this is what a shopper sees. Showing
6 of 6 answers, questions the store lost first.
This store and competitors named instead are marked in the text.
Looking for a used Kia Telluride under $30,000 with under 60,000 miles near Huntington Beach, CA. Which dealers have one in stock right now? I want actual listings, not just dealer names.
ChatGPT · gpt-5.6-sol
not named
I found these actual advertised listings matching under $30,000 and under 60,000 miles, ordered roughly by distance from Huntington Beach: Dealer · Vehicle · Mileage · Advertised price · Approx. distance Norm Reeves Ford Superstore / Lincoln · 2020 Kia Telluride SX, towing package · 54,000 · $24,076 · 13.8 mi Premier Chevrolet of Buena Park · 2024 Kia Telluride LX · 34,000 · $27,914 · 13.4 mi Lexus of Cerritos · 2022 Kia Telluride LX · 27,000 · $27,697 · 13.9 mi Puente Hills Hyundai Used Car MegaStore · 2023 Kia Telluride LX · 46,000 · $29,845 · 22.6 mi Listing details - 2020 Telluride SX — Norm Reeves Ford/Lincoln Advertised with towing package, no reported accidents, dealer fees shown as included, and delivery/online paperwork available. - 2024 Telluride LX — Premier Chevrolet of Buena Park Advertised with no reported accidents and delivery available. - 2022 Telluride LX — Lexus of Cerritos Advertised as a “Great Price,” with no reported accidents and dealer fees shown as included. - 2023 Telluride LX — Puente Hills Hyundai Used Car MegaStore Advertised at 46,000 miles with no reported accidents. Best value on paper: the 2020 SX at Norm Reeves, because it is the highest trim and lowest price. Best low-mileage choice: the 2022 LX at Lexus of Cerritos. Newest option: the 2024 LX at Premier Chevrolet. Inventory and advertised prices can change quickly, so call and give the deale
Sources the model used: autotrader.com
Google Gemini · gemini-3.5-flash
not named
Several used Kia Tellurides matching your specific criteria—under $30,000, under 60,000 miles, and near Huntington Beach, CA—are currently in stock at local dealerships: 1. 2023 Kia Telluride LX * Dealer: AutoNation Toyota Irvine *(Approx. 16 miles from Huntington Beach)* * Price: $26,990 * Mileage: 51,800 miles * Key Specs: Glacial White Pearl exterior, Black interior, All-Wheel Drive (AWD), 3.8L V6 Engine. * Features: Third-row seating, navigation, backup camera, adaptive cruise control, blind-spot monitoring, Apple CarPlay, and Android Auto. * VIN: 5XYP2DGC8PG376949 2. 2022 Kia Telluride LX * Dealer: CarMax LAX *(Approx. 28 miles from Huntington Beach)* * Price: $25,998 * Mileage: 44,000 miles * Key Specs: Front-Wheel Drive (FWD), 3.8L V6 Engine. * Features: 3rd-row seat, rear view camera, lane departure warning, and parking sensors. * VIN: Available via CarMax listing (Stock : 29068730) 3. 2022 Kia Telluride S * Dealer: CarMax LAX *(Approx. 28 miles from Huntington Beach, eligible for free local transfer to CarMax Costa Mesa)* * Price: $29,998 * Mileage: 45,000 miles * Key Specs: Front-Wheel Drive (FWD), 3.8L V6 Engine. * Features: Upgraded "S" trim features, sunroof, heated seats, blind-spot monitor, and keyless start. * VIN/Stock: Stock : 29140587 Alternative Options to Keep in Mind: If you are willing to look slightly outside of your exact criteria, a couple of highly lo
Sources the model used: cars.com, carmax.com, carfax.com
I live in Huntington Beach, CA. Which Kia dealership should I buy a new car from? Give me a short ranked list with reasons.
ChatGPT · gpt-5.6-sol
named
Best Kia dealers near Huntington Beach — ranked 1. Kia of Irvine — best starting point - Strongest evidence of straightforward pricing: CarEdge gives it an A transparency grade, based on 37 verified out-the-door quotes, with few add-ons reported. - Recent advertised pricing also clearly itemized discounts and fees. - Some BBB complaints indicate inconsistent finance-office experiences, so insist on a written out-the-door quote before visiting. 2. Garden Grove Kia — best combination of proximity and reputation - Much closer than Irvine for most Huntington Beach residents. - Rated 4.8/5 from more than 4,000 DealerRater reviews and 4.4/5 from 700+ verified CARFAX reviews. - My choice if its written price comes within a few hundred dollars of Irvine’s. 3. Sutherlin Kia Huntington Beach — convenience option - By far the easiest location for test drives and future service. - However, available shopper feedback is more mixed, particularly regarding responsiveness, paperwork follow-through and finance time. Use it primarily to test-drive, then give it an opportunity to match your best written quote. Bottom line: Start by emailing Kia of Irvine and Garden Grove Kia for identical, itemized out-the-door quotes. Buy from whichever confirms the lower total with no mandatory accessories or protection packages. Give Sutherlin one chance to beat that price for the convenience.
Sources the model used: kiaofirvine.com, dealerrater.com, cargurus.com
Google Gemini · gemini-3.5-flash
named
If you live in Huntington Beach, you are in a prime position to shop around, as there are several major Kia dealerships both in the city and just a short drive away. Below is a ranked list of the best Kia dealerships for a new car purchase near Huntington Beach, ranked by customer satisfaction, pricing transparency, and convenience. 1. Garden Grove Kia (Garden Grove, CA) * Distance from Huntington Beach: ~10 miles (approx. 15–20 minutes north) * Why it’s Ranked 1: * Top-Tier Pricing Transparency: In Southern California's competitive market, Garden Grove Kia highly stands out for its honest pricing. According to auto consumer watchdog data from *CarEdge*, they earned a rare "A" Transparency Grade. Unlike many dealers, they routinely charge zero or minimal dealer documentation fees and rarely force mandatory dealer add-ons (which is usually the biggest surprise cost when buying a car). * Excellent Reputation: They boast highly positive feedback across Yelp, Google, and DealerRater, with customers frequently praising their straightforward sales process and pressure-free environment. * Cons: Because of their strong reputation, their finance office can occasionally have a wait time during peak weekend hours. 2. Sutherlin Kia Huntington Beach (Huntington Beach, CA) * Distance from Huntington Beach: In-town (located on Beach Blvd) * Why it’s Ranked 2: * Ultimate Convenience: Located r
Sources the model used: ggkia.com, caredge.com, dealerrater.com, facebook.com, reddit.com, beachblvdofcars.com, kia.com, sutherlinkia.com, kiacerritos.com, kiaofirvine.com
Does any Kia dealer near Huntington Beach, CA actually have a new Telluride in stock right now - on the lot, not "in transit"? I want to test drive one this weekend. Who should I call, and roughly what are they asking?
ChatGPT · gpt-5.6-sol
named
Yes—the strongest on-lot lead is Sutherlin Kia Huntington Beach, at 18835 Beach Blvd, about a mile from central Huntington Beach. Its inventory currently labels several new 2027 Tellurides as “Available,” rather than merely in transit. Because dealer feeds can lag, call before driving over and have them physically confirm the VIN and keys. Call first: Sutherlin Kia Huntington Beach - Sales: 657-215-9443 or 866-684-7059 - Third-party inventory contact: 888-910-2835 Current examples advertised include: Telluride · Advertised price · Specific vehicle 2027 LX FWD, gas · about $46,565 · White, VIN ending 046508; MSRP shown as $41,480 2027 X-Line EX AWD, gas · about $47,800–$48,500 · Terrain Brown Matte, VIN ending 033063 2027 X-Pro SX-Prestige AWD, gas · about $59,460 · White, VIN ending 032722 2027 EX FWD Hybrid · about $49,405 · White, VIN ending 042811 2027 X-Line SX AWD Hybrid · about $56,254 · Brown, VIN ending 028347 Those prices are advertised selling prices before tax/title/license and potentially other dealer charges. The LX listing notably appears to carry roughly a $5,000 premium over its displayed MSRP, while some higher trims show discounts or near-MSRP pricing. When calling, say: > “I’m coming for a test drive this weekend, September 5 or 6. Can someone physically verify that VIN ending ___ is on your lot—not in transit, sold, reserved, or at an overflow lot—and confir
Sources the model used: sutherlinkia.com, cars.com
Google Gemini · gemini-3.5-flash
named
Several Kia dealerships near Huntington Beach currently have brand-new Kia Tellurides physically in stock on their lots. The primary local dealerships, their phone numbers, and what they are asking for in-stock inventory are detailed below: 1. Sutherlin Kia Huntington Beach (Right in Town) Located directly on Beach Blvd (formerly Car Pros Kia HB), this is the closest dealership. They currently have several new Tellurides physically on their lot and ready to test drive. * Where they are: 18835 Beach Blvd, Huntington Beach, CA 92648 * Who to call: Sales at (866) 774-3469 or (657) 215-7726 * What they are asking: Depending on the trim, prices start around $38,000–$40,000 for base and mid-tier trims (like the LX or S) and go up to $58,000–$61,500 for top-of-the-line trims like the SX-Prestige. They are currently offering various local Labor Day weekend event incentives. 2. Garden Grove Kia (~12 miles away) This dealership is roughly a 20–25 minute drive up Beach Blvd / SR-39 and has a very healthy stock of over 15 physical Telluride units. * Where they are: 13731 Harbor Blvd, Garden Grove, CA 92843 * Who to call: Sales at (657) 206-1756 * What they are asking: Pricing generally ranges from $39,000 to $61,500 depending on the package. They are highly competitive and are currently advertising 24-month lease options starting around $351/month (with $4,740 due at signing) on S trims. 3
Sources the model used: edmunds.com, sutherlinkia.com, ggkia.com, dealerrater.com, beachblvdofcars.com, kbb.com, autotrader.com, kiaofirvine.com
2 · Who the machines actually read
Every source cited across the 6 AI answers, counted.
77 citations in total, 10 of them to sutherlinkia.com.
3 · Google: rankings and AI Overview
| Keyword | Position | AI Overview |
sutherlinkia.com | Who is ranking 1-3 |
|---|
| kia dealer huntington beach, ca |
2 |
shown |
cited |
www.sutherlinkia.com, www.kiaofirvine.com, www.dealerrater.com |
| kia dealership huntington beach, ca |
1 |
- |
- |
www.sutherlinkia.com, www.yelp.com, www.ggkia.com |
| new kia for sale huntington beach, ca |
5 |
shown |
cited |
www.orangecountykia.com, www.ggkia.com, www.sutherlinkia.com |
| kia lease deals huntington beach, ca |
30+ |
- |
- |
|
| best kia dealer near huntington beach, ca |
5 |
shown |
cited |
www.ggkia.com, www.kiaofirvine.com, www.sutherlinkia.com |
| used cars huntington beach, ca |
30+ |
- |
- |
www.toyotaofhb.com, www.normreeveshuntingtonbeach.com, www.beachblvdofcars.com |
| kia service huntington beach, ca |
2 |
shown |
not cited |
www.sutherlinkia.com, www.yelp.com, www.orangecountykia.com |
| certified pre owned kia huntington beach, ca |
2 |
shown |
cited |
www.sutherlinkia.com, www.ggkia.com, www.yelp.com |
| kia dealer near me huntington beach, ca |
2 |
shown |
cited |
www.sutherlinkia.com, www.ggkia.com, www.kiaofirvine.com |
| kia suv for sale huntington beach, ca |
30+ |
- |
- |
|
The same keywords in Bing
ChatGPT search reads Bing's index, not Google's. A store that ranks in Google
and not in Bing is invisible to the assistant with the most users. For the dealership's own
name, Bing ranks this site outside the top 20. Searched from "Huntington Beach,California,United States".
| Keyword | Google | Bing | Bing top 3 |
|---|
| kia dealer huntington beach, ca |
2 |
20+ |
kia.com, kia.com, en.m.wikipedia.org |
| kia dealership huntington beach, ca |
1 |
20+ |
kia.com, kia.com, en.m.wikipedia.org |
| new kia for sale huntington beach, ca |
5 |
7 |
sutherlinkia.com, sutherlinkia.com, news.google.com |
| kia lease deals huntington beach, ca |
30+ |
20+ |
kia.com, kia.cn, worldwide.kia.com |
| best kia dealer near huntington beach, ca |
5 |
no auto results |
bestbuy.com, merriam-webster.com, dictionary.cambridge.org |
| used cars huntington beach, ca |
30+ |
20+ |
carfax.com, autotrader.com, offerup.com |
| kia service huntington beach, ca |
2 |
no auto results |
kia.com, kia.com, en.wikipedia.org |
| certified pre owned kia huntington beach, ca |
2 |
no auto results |
merriam-webster.com, certifiedfed.com, dictionary.cambridge.org |
| kia dealer near me huntington beach, ca |
2 |
20+ |
kia.com, kia.com, en.m.wikipedia.org |
| kia suv for sale huntington beach, ca |
30+ |
20+ |
kia.com, kia.com, en.m.wikipedia.org |
"No auto results": for 3 of these phrasings Bing returned no
automotive page at all - dictionaries, news, a retailer - which is Bing failing to read the query as
local, not a ranking. A signed-in user in Huntington Beach, CA may see a different page; nobody can verify
that from outside. Rows with a number are real positions.
4 · Map pack coverage across the metro
Google Maps queried from a 5x5 grid of points spanning roughly 22 km. Each cell
is this store's position in the local results for a searcher standing there.
1-3 4-10
11-20 not found
|
"kia dealer"
| 3 |
2 |
3 |
2 |
2 |
| 2 |
1 |
1 |
2 |
2 |
| 2 |
1 |
1 |
1 |
1 |
| 1 |
2 |
1 |
1 |
1 |
| 1 |
1 |
1 |
1 |
1 |
visible at 25/25, top-3 at 25, average 1.5
|
"kia service"
| 4 |
4 |
3 |
3 |
3 |
| 1 |
1 |
1 |
3 |
3 |
| 1 |
1 |
1 |
1 |
2 |
| 1 |
1 |
1 |
1 |
1 |
| 1 |
1 |
1 |
1 |
2 |
visible at 25/25, top-3 at 23, average 1.7
|
Who holds #1 where this store does not
| Dealership ranked #1 at that point | Cells |
|---|
| Kia of Cerritos | 2 |
5 · The stores being recommended instead
| Dealership | Google rating | Reviews | Referring domains |
Backlinks | Broken inbound links |
|---|
| Sutherlin Kia Huntington Beach this store |
4.2 | 1,833 |
42 | 46 |
0 |
| Garden Grove Kia | 4.6 | 5,096 |
291 | 689 |
723 |
| Tustin KIA | 4.9 | 733 |
54 | 122 |
131 |
| Kia of Irvine | 4.3 | 3,323 |
461 | 1609 |
970 |
Review volume is the strongest signal an AI assistant can read about a
dealership, because it is the one it can verify from many sources.
6 · The Google Business Profile
The listing every map result, AI Overview and "near me" answer is built from.
Read directly from Google by listing id, so it is this store and no other.
| Item | Result | Detail |
|---|
| Claimed by the business | claimed |
Sutherlin Kia Huntington Beach |
| Primary category | dealer |
Kia dealer + Auto repair shop, Car dealer, Car leasing service, Used car dealer, Used truck dealer |
| Opening hours listed | yes |
open 7 days a week |
| Photos | 356 |
logo set, cover set |
| Business description | 570 chars |
Sutherlin Kia is your local Kia dealership serving Huntington Beach, Westminster, Fountain Valley, Costa Mesa, Newport Beach, Seal Beach, Long Beach, and the greater Orange County area. Shop new Kia models, pre-owned veh... |
| Attributes set (service options, offerings, payments, accessibility) | 21 |
has delivery, has in store shopping, has onsite services, has wheelchair accessible entrance, has wheelchair accessible parking, has wheelchair accessible restroom, has wheelchair accessible seating, has car rental, has car wash, has oil change, has service repair, sells goods used ... |
| Questions & answers on the listing | 0 |
nobody has asked, and the store has seeded none - an empty slot the models could otherwise quote |
| Links on the listing | 1 |
menu |
| Rating | 4.2 / 5 |
1,833 reviews, 330 of them one or two stars |
Review velocity
The newest 40 of 1,833 reviews, read
directly from the listing. Lifetime totals impress nobody; the last 30 days do.
| Item | Value |
|---|
| Reviews in the last 30 days | 12 |
| Reviews in the last 90 days | 33 |
| Newest review | 3 days ago |
| Average rating of the newest 40 | 4.08 |
| Owner replied to | 75% |
| One- and two-star reviews left unanswered | 3 of 9 |
The same store, rated on different sites
Ratings Google showed on the first page for the dealership's name. An assistant
repeats the figure from whichever of these it happens to read.
| Site | Rating | Reviews |
|---|
| google.com | 4.2 | 1,833 |
| facebook.com | 4.4 | 153 |
| dealerrater.com | 4.4 | 425 |
| yelp.com | 3.6 | 1,703 |
What reviewers write about
Topics Google extracts from the review text, with the number of reviews behind
each. This is the vocabulary an assistant reuses when it describes the store.
| Topic | Reviews |
|---|
| leasing | 93 |
| kind staff | 75 |
| new car purchase | 60 |
| no pressure sales | 27 |
| loaner car | 9 |
| kia of irvine | 8 |
| transparent pricing | 8 |
| bait and switch | 7 |
| 2017 kia optima | 7 |
| clean waiting area | 3 |
"People also search for" on this listing:
Garden Grove Kia (4.6, 5093); Kia of Irvine (4.3, 3319); Kia of Cerritos (4.4, 4280); Discount Kia Parts; Kia of Carson (4.2, 7324).
7 · What Google shows for the dealership's own name
The page a buyer lands on right after an assistant names the store. Query:
"Sutherlin Kia Huntington Beach". This site ranks
#1.
Google also showed: related searches, knowledge graph.
| # | Domain | What it is | Title |
|---|
| 1 | sutherlinkia.com |
this store |
Sutherlin Kia Huntington Beach |
| 2 | beachblvdofcars.com |
other |
New Cars & Crossovers at Sutherlin Kia Huntington Beach |
| 3 | kbb.com |
review site |
Sutherlin Kia Huntington Beach |
| 4 | autotrader.com |
review site |
Sutherlin Kia Huntington Beach - Autotrader |
| 5 | caredge.com |
review site |
Sutherlin Kia Huntington Beach Fees, Reviews & ... |
| 6 | kerriganadvisors.com |
other |
Sutherlin Automotive Group acquires Kia dealership in ... |
| 7 | cbtnews.com |
other |
Sutherlin Automotive acquires Kia store in Huntington Beach |
| 9 | facebook.com |
social |
Sutherlin Kia Huntington Beach |
| 10 | linkedin.com |
social |
Brett Sutherlin's Post |
| 11 | beachblvdofcars.com |
other |
New Cars & SUVs at Sutherlin Certified | Huntington Beach |
| 12 | dealerrater.com |
review site |
Car Pros Kia Huntington Beach - Dealership Ratings |
| 13 | citybiz.co |
other |
Car Pros Sells Huntington Beach Kia Dealership ... - citybiz |
| 14 | instagram.com |
social |
Sutherlin Kia Huntington Beach (@sutherlinkia) |
| 15 | businesswire.com |
other |
Kerrigan Advisors Represents Car Pros Automotive Group ... |
| 16 | yelp.com |
review site |
Car Pros Kia Huntington Beach - Auto Parts & Supplies |
Apple Maps listing on the first page: not seen -
Siri and Apple Intelligence answer from Apple Maps, not Google.
Third-party review pages ranking for the name are what the assistants cite when
the dealer's own site says nothing quotable. They are also where the rating an AI repeats
comes from.
8 · Who built the site, and what runs on it
| Item | Finding | Evidence |
|---|
| Platform | DealerOn - DealerOn
(built on Drupal)
high |
dealeron, dlron.us, cdn.dealeron.com, dealeron |
| What that means for access | A vendor-hosted dealer platform. Templates, schema, robots.txt and llms.txt change through the vendor's admin or a support ticket; there is no server access. Most vendors expose a custom-HTML / script slot and let the dealer edit page copy, titles and meta. |
| Hosting | AS54113 Fastly, Inc., San Francisco, US |
199.232.196.247, CNAME www.dealeronsite.com |
| CDN / WAF in front | Fastly |
server: nginx |
| Homepage weight | 8.3 MB over 207 requests |
103 requests to 39 third-party hosts |
Third-party stack on the homepage
| Category | Found |
|---|
| Analytics & pixels | Google Tag Manager, Google Analytics 4, Meta Pixel, Shift Digital (OEM program), Adobe Analytics, Google Ads / DoubleClick |
| Inventory media & feeds | DealerOn media |
| Video | YouTube, Vimeo, Flick Fusion |
| Consent & accessibility | accessiBe |
| Front-end libraries | jQuery, Bootstrap, Font Awesome, Google Fonts, Modernizr, Vue, Slick / Swiper slider |
Recognised from script hosts and page source. Every chat widget, digital
retailing tool and pixel is a request a buyer's browser makes before the first car shows.
9 · What the site gives a machine to work with
Measured on sutherlinkia.com from the homepage (desktop and phone), one inventory search page, one vehicle
page, the service page, up to three city pages and the three public files any crawler may request.
The dealership's site was not crawled - 8 requests in total.
Homepage
| Check | Result | Detail |
|---|
| Title names the brand and the city |
neither |
Home |
| AutoDealer / LocalBusiness schema on the homepage |
yes | AutoDealer, PostalAddress, GeoCoordinates, Brand, OpeningHoursSpecification, AutoBodyShop, AutoRepair, WebSite |
| AutoDealer schema completeness |
7 of 9 |
missing: sameAs (Google, social), areaServed |
| Phone on the page matches the Google listing |
different |
listing: +1714-274-6176 |
| Review and rating markup on the homepage |
no |
none found |
| FAQ markup - the format AI answers quote most readily |
no | not present on the homepage |
| llms.txt published and well-formed | no |
2015 bytes |
| AI crawlers in robots.txt (GPTBot, ClaudeBot, PerplexityBot, OAI-SearchBot) |
not restricted |
none of them are named - the default applies |
| Homepage words of indexable copy | 901 |
title 4 chars, meta description 4 chars |
| Homepage load, one cold desktop run |
244 ms |
TTFB 15 ms, LCP 244 ms, CLS 0.042, 207 requests, 8.3 MB |
| Images on the homepage missing alt text | 0 |
of 56 images |
The homepage on a phone
| Check | Result | Detail |
|---|
| Homepage paint on a phone (LCP) |
144 ms |
Google's bar for LCP is 2,500 ms. TTFB 3 ms, CLS 0, 160 requests, 8.0 MB |
| Page fits the screen (no sideways scroll) |
fits |
iPhone viewport, 390 px wide |
| Words of copy served to the phone | 787 |
desktop served 901 |
City landing pages
0 "for sale in {city}" style pages linked from the homepage,
0 read. The test is whether they say anything a buyer in that city would
not get from the homepage: same text with the city name swapped is what Google treats as doorway pages.
| Check | Result | Detail |
|---|
| Spanish version of the site |
none |
0 Spanish links on the homepage, hreflang none, page lang "en" |
Inventory - the pages an "in stock" answer depends on
| Check | Result | Detail |
|---|
| Inventory search page reachable from the homepage |
HTTP 200 |
https://www.sutherlinkia.com/ev-hybrid-inventory |
| Vehicles listed on that page (links to vehicle pages) |
6 |
EV/Hybrid Inventory |
| Inventory page indexable |
indexable |
robots meta: index,follow,noydir,noodp; schema: ItemList, ListItem, AutoDealer, PostalAddress, GeoCoordinates |
| One vehicle page read |
HTTP 200 |
https://www.sutherlinkia.com/new-Huntington+Beach-2026-Kia-K5-LXS-KNAG24J79T5488946 |
| Vehicle / Car schema on the vehicle page |
yes |
BuyAction, EngineSpecification, Offer, Organization, Product, UnitPriceSpecification, Vehicle |
| Offer with price and availability |
complete |
price 27492 USD, availability InStock, condition NewCondition |
| VIN, mileage, year, model in the markup |
3 of 4 |
VIN yes, mileage no, year 2026, Kia K5 |
| Vehicle page indexable |
indexable |
robots meta: index,follow,noydir,noodp |
| Vehicle page title | 86 chars |
2026 Kia K5 LXS Huntington Beach CA | Sutherlin Kia Huntington Beach KNAG24J79T5488946 |
| Vehicle pages in the XML sitemap |
314 |
376 URLs in sitemap.xml, newest lastmod 2026-09-01 |
| Service page linked from the homepage |
HTTP 200 |
https://www.sutherlinkia.com/service-parts-specials.html; schema: AutoDealer, PostalAddress, GeoCoordinates, Brand |
A buyer asks an assistant "who has one in stock". The assistant can only say so
if it can reach the inventory page, open a vehicle page, and read price and availability
from it in a form it trusts. Each row above is one link in that chain.
10 · With the dealer's own data connected DEMO
Demo data. The numbers in this section are illustrative, for a sample store - not this dealership.
Nothing below was measured for Sutherlin Kia Huntington Beach. Once the store's Google Analytics, Search
Console, Google Ads and server logs are connected, these blocks show the real figures next to
the check above, last 28 days vs the 28 before.
Google Analytics 4 demo
| Metric | Value | Change |
|---|
| Organic sessions | 6,420 | +7% |
| Sessions referred by AI assistants | 184 | +61% |
| from chatgpt.com | 121 | +74% |
| from gemini.google.com | 39 | +30% |
| from perplexity.ai | 24 | +41% |
| Vehicle page views (organic) | 9,870 | +4% |
| Leads: forms + calls + chats (organic) | 212 | +12% |
| Leads from AI-referred sessions | 19 | +90% |
| Lead rate, AI-referred vs all organic | 10.3% vs 3.3% | |
| Top organic landing pages | Sessions | Lead rate |
|---|
| / | 2,310 | 3.1% |
| /new-inventory/ | 1,480 | 4.2% |
| /used-inventory/ | 1,120 | 3.9% |
| /service/ | 640 | 2.4% |
| /new/2026-honda-cr-v-hybrid-sport-l-… | 310 | 6.8% |
Search Console demo
| Metric | Value | Change |
|---|
| Clicks | 8,910 | +5% |
| Impressions | 402,000 | +11% |
| Average CTR | 2.2% | -0.1 pt |
| Average position | 9.4 | +0.6 |
| Non-brand share of clicks | 38% | +3 pt |
| Vehicle pages indexed | 612 of 655 | |
| Query | Clicks | Impressions | CTR | Position |
|---|
| honda dealer irvine | 1,240 | 38,100 | 3.3% | 2.1 |
| norm reeves honda | 1,010 | 6,300 | 16.0% | 1.0 |
| honda cr-v for sale near me | 220 | 24,500 | 0.9% | 8.7 |
| used honda civic irvine | 180 | 9,900 | 1.8% | 5.4 |
| honda service irvine | 160 | 7,200 | 2.2% | 4.9 |
| 2026 honda pilot in stock | 45 | 5,100 | 0.9% | 11.2 |
| Pages seen a lot, clicked rarely | Impressions | CTR | Position | Why |
|---|
| /new/honda-cr-v/ | 31,000 | 0.7% | 6.8 | title has no price / stock words |
| /used-inventory/ | 18,400 | 1.1% | 7.9 | generic title, no city |
| /specials/ | 9,200 | 0.8% | 9.3 | expired offers still indexed |
Google Ads demo
| Metric | Value | Change |
|---|
| Spend | $14,200 | +2% |
| Clicks | 5,860 | -3% |
| Leads (conversions) | 241 | +6% |
| Cost per lead | $58.9 | -4% |
| Brand campaign share of spend | 22% | |
| Search terms also ranking #1-3 organically | 17 terms, $1,940 | |
| Campaign | Spend | Clicks | Leads | Cost / lead |
|---|
| Search - Brand | $3,100 | 2,040 | 96 | $32 |
| Search - New CR-V / Pilot | $5,400 | 1,910 | 78 | $69 |
| Search - Used | $3,200 | 1,220 | 41 | $78 |
| PMax - Inventory | $2,500 | 690 | 26 | $96 |
The line to watch is paid search terms the site already ranks #1-3 for organically:
that spend can move to the terms where it does not.
Server logs: who crawls the site demo
| Crawler | Hits | Vehicle pages fetched | Last visit |
|---|
| Googlebot | 41,200 | 612 | 4 h ago |
| Bingbot (feeds ChatGPT search) | 9,800 | 540 | 6 h ago |
| GPTBot | 1,340 | 388 | 1 d ago |
| OAI-SearchBot | 610 | 290 | 3 h ago |
| ClaudeBot | 420 | 150 | 2 d ago |
| PerplexityBot | 380 | 210 | 9 h ago |
| Google-Extended | 0 | 0 | never |
| Crawl problems | Count |
|---|
| Vehicle pages returning 404 to bots (sold cars, no redirect) | 94 |
| Bot hits on /search?... parameter URLs | 6,300 |
| Bot hits answered in more than 2 s | 8% |
| AI bots blocked by the WAF (403) | 0 |
Logs are the only place an AI crawler's visit is visible at all - GA4 never sees a
bot. Whether GPTBot fetched the vehicle pages this week is what decides if a "who has one in
stock" answer can name the store.
AI visibility to sold cars, one line demo
| Step | Value |
|---|
| Named by AI assistants (this check) | 11 of 18 answers |
| AI-referred sessions (GA4) | 184 |
| Vehicle pages viewed in those sessions | 612 |
| Leads from those sessions | 19 |
| Sold to those leads (CRM match) | 4 |
What connecting takes
| Source | Access |
|---|
| Google Analytics 4 | add our Google account as Viewer on the property - 2 minutes |
| Search Console | add the same account as a Full user on the property |
| Google Ads | link the account under our manager account (read-only) |
| Server logs | the platform vendor forwards access logs, or a CDN log export |
| CRM / DMS | lead export with source and sold flag, weekly CSV is enough |
Method: ChatGPT (gpt-5.6-sol), Google Gemini (gemini-3.5-flash)
with live web search, US locale. Google desktop SERP with AI Overview loaded, depth 30. Google Maps
local finder from 25 coordinate points per keyword. Business Profile read by listing id. Backlinks
from a live index. One Chrome render each of the homepage, an inventory page, a vehicle page and
the service page. Nothing here is modelled or scored.
DealerCheck