Results for Sutherlin Subaru Huntington Beach, 18801 Beach Blvd, Huntington Beach, CA 92648  -  6 AI answers, 10 keywords and 50 map points (4.2 minutes, $0.56 of data, collected 2026-09-02 02:12 UTC)
In plain English Full report One-page figures History Download PowerPoint every answer, grid and source
Buyers asking AI for a Subaru dealer around Huntington Beach hear Sutherlin Subaru Huntington Beach in 5 of 6 answers.
6 things to fix, 1 of them costing the store buyers today. 5 fixed once in the first week, 1 worked every month.
  1. The homepage is heavy on a phone. On a phone the homepage is 10.7 MB and 233 requests. Most buyers are on a phone, on a mobile network, and Google measures this. evidence
  2. 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 #6. evidence
  3. 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
  4. 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
  5. 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
  6. 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
What we do about it, and what will change - the plain-English page, ready to send to the dealer.
Jump to: AI answers · Sources · Google · Map pack · Competitors · Business Profile · Their name on Google · Platform · Their site · Connected data (demo) · What changed   |   New check · All checks
5/6 = Named by AI3/4 = "In stock now" answers38 of 78 ▲ +34%Citations to own site25/25 = Map pack "subaru dealer"25/25 = Map pack "subaru service"
9/10 ▲ +1Keywords in top 105/5 ▲ +1AI Overview cites store1/10Bing top 10 (ChatGPT's index)29Reviews in last 30 days2472 msMobile LCP
DealerOnPlatformcompleteVehicle page schemano Q&ABusiness Profile4Site gaps found
At a glance. Green reads well for the store, amber is mixed, red is a gap. Every cell links to the evidence. ▲▼ against the check of 2026-09-01 03:39. Full history

What changed since 2026-09-01 03:39

3 improved, 1 got worse, 6 unchanged. Compared with the previous finished check of this store (1.34 $ of data). The question set or the assistants differ between the two checks, so the AI figures are compared as percentages, question by question only where the text matches.
MetricBeforeNowChange
Google reviews726725▼ -1
Citations to own site, % of all1549▲ +34%
Keywords in Google top 1089▲ +1
AI Overviews citing the store45▲ +1
Keyword that movedBeforeNow
subaru suv for sale huntington beach, ca30+2
3 questions a real shopper would type, put to ChatGPT 2/3, Google Gemini 3/3, 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 24 of them, outside the first twenty at 0.
Grid below
Top three at 21 of them, outside the first twenty at 0.
Grid below
1 do not rank in the top 30 at all. Google showed an AI Overview on 5 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 54048 USD, availability InStock, VIN present, mileage missing
One vehicle page read, section 9
4.5 stars from 725 reviews. Reviewers talk about: rental car (28), great deal (18), professional team (11), free car washes (5), clean dealership (3).
Full profile below
Authority arriving at a dead end. subaruorangecoast.com 1, irvinesubaru.com 1413 for comparison.
Competitor table below

1 · What the AI assistants tell a buyer

ChatGPT
2/3
named · gpt-5.6-sol
Google Gemini
3/3
named · gemini-3.5-flash
Buyer questionChatGPTGoogle Gemini
I live in Huntington Beach, CA. Which Subaru dealership should I buy a new car from? Give me a short ranked list with reasons. namednamed
Does any Subaru dealer near Huntington Beach, CA actually have a new Outback 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 namednamed
Looking for a used Subaru Outback 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 namednamed
"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.

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 Subaru Outback 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 dealer listings matching your limits—advertised under $30,000 and under 60,000 miles—in the Huntington Beach area: Dealer · Vehicle · Price · Mileage · VIN California Motors Direct — Santa Ana · 2020 Subaru Outback Limited AWD · $22,999 · 39,504 mi · `4S4BTALC5L3167271` Auto Republic — Orange · 2023 Subaru Outback Premium AWD · $24,994 · 22,669 mi · `4S4BTACC9P3171328` Mission Viejo Kia — Mission Viejo · 2023 Subaru Outback Premium AWD · $25,359 · 27,135 mi · `4S4BTACC4P3200945` Land Rover Anaheim Hills — Anaheim · 2020 Subaru Outback Limited AWD · $24,650 · 16,174 mi · `4S4BTANC4L3242376` CarMax Buena Park — Buena Park · 2017 Subaru Outback 3.6R Limited · $21,998 · 51,082 mi · `4S4BSENC1H3360743` CarMax Torrance — Torrance · 2019 Subaru Outback 2.5i Premium · $21,998 · 51,605 mi · `4S4BSAHC6K3348549` These vehicles appeared in the inventory results I searched, but used-car availability can change within hours. Search or call using the VIN before driving over, and ask whether the advertised price requires financing, a trade-in, or dealer-installed accessories. Best-looking options on paper: the 2023 Premium at Auto Republic, the 2020 Limited at California Motors Direct, and the unusually low-mileage 2020 Limited at Land Rover Anaheim Hills.
Sources the model used: cars.com
Google Gemini · gemini-3.5-flash named
Specific used Subaru Outback vehicles fitting your criteria are currently in stock at dealerships near Huntington Beach, CA. The following real, active listings are priced under $30,000, have under 60,000 miles, and are located directly in Huntington Beach or in nearby cities within Orange County: 1. Sutherlin Subaru of Huntington Beach (Located in Huntington Beach, CA) * 2025 Subaru Outback Premium (Certified Pre-Owned) * Price: $28,435 * Mileage: 15,676 miles * Color: Crimson Red Pearl (Exterior) / Slate Black (Interior) * VIN: `4S4BTAFC1S3225791` * Stock : P225791 * 2025 Subaru Outback Premium (Certified Pre-Owned) * Price: $28,440 * Mileage: 17,642 miles * Color: Magnetite Gray Metallic (Exterior) / Slate Black (Interior) * VIN: `4S4BTAFC1S3182571` * Stock : P182571 * 2024 Subaru Outback Limited (Certified Pre-Owned) * Price: $29,735 * Mileage: 22,254 miles * Color: Autumn Green Metallic (Exterior) / Slate Black (Interior) * VIN: `4S4BTANC8R3129815` * Stock : Y531140A * 2024 Subaru Outback Touring (Certified Pre-Owned) * Price: $29,979 * Mileage: 30,674 miles * Color: Magnetite Gray Metallic * VIN: `4S4BTAPC0R3104128` * Stock : P104128 * 2022 Subaru Outback Touring XT * Price: $27,980 * Mileage: 33,810 miles * Color: Magnetite Gray Metallic * VIN: `4S4BTGPD2N3184361` * Stock : P250728A 2. Subaru Orange Coast (Located in Santa Ana, CA – approx. 9 miles from HB) * 2024 Subaru
Sources the model used: sutherlinsubaruhb.com, subaruorangecoast.com
I live in Huntington Beach, CA. Which Subaru dealership should I buy a new car from? Give me a short ranked list with reasons.
ChatGPT · gpt-5.6-sol named
Best Subaru dealers near Huntington Beach — ranked 1. Sutherlin Subaru Huntington Beach — Best overall - Closest and easiest for future service. - Strong recent ratings: 4.8/5 on DealerRater and 4.7/5 from verified CARFAX customers. - CarEdge reports an $85 documentation fee and typically no mandatory dealer add-ons, based on verified quotes. It also appears to have a large new-car inventory. 2. Subaru Orange Coast, Santa Ana — Best comparison quote - Roughly 11 miles from Huntington Beach and has positive shopper feedback for responsiveness. - However, its current CarEdge transparency grade is only C, so carefully inspect the written out-the-door price for accessories or extras. 3. Irvine Subaru — Worth contacting for leverage - Farther away, but Orange County owners have repeatedly mentioned favorable buying experiences there. - The support I found is more anecdotal than for the first two, so use it mainly as a third competitive bid. My recommendation: Start with Sutherlin, but email all three for an itemized out-the-door quote on the exact same trim/VIN. Buy from Sutherlin if it matches the lowest legitimate quote within a few hundred dollars—the convenience for service is valuable. Rankings checked September 2, 2026.
Sources the model used: dealerrater.com, cargurus.com, reddit.com
Google Gemini · gemini-3.5-flash named
If you live in Huntington Beach, you are in a great spot. You have an highly-rated dealership right in your backyard, along with a few excellent options just a short drive away in Orange County. A ranked list of the best Subaru dealerships to buy from, along with the reasons for their ranking: 1. Sutherlin Subaru of Huntington Beach (Local) * Location: 18801 Beach Blvd, Huntington Beach, CA * Why it’s Ranked 1: * Ultra-Local Convenience: It is right in your hometown, making it incredibly convenient for both your initial purchase and future maintenance. * Massive Inventory: Formerly known as *McKenna Subaru*, the dealership was acquired by the Sutherlin Automotive Group. Sutherlin has invested heavily in the massive 7-acre lot to stock over 300 new Subarus, giving you one of the largest selections of trims and colors in Southern California. * Local Perk: Because of their strong local partnership, they offer a highly-rated perk where buying a new car from them gets you a free annual Huntington Beach city parking pass—perfect for heading to the beach! * Tech-Forward Experience: The new ownership has shifted toward a streamlined, "one-hour car-buying" process with modern online retailing, meaning less time spent haggling in the finance office. 2. Frank’s Irvine Subaru * Location: 23663 Muirlands Blvd, Lake Forest, CA (Approx. 20-25 miles from HB) * Why it’s Ranked 2: * Reputation f
Sources the model used: facebook.com, dealershipguy.com, tricorauto.com, aftermarketmatters.com, salesjobs.com, pinnaclemergers.com, carfax.com, reddit.com, irvinesubaru.com, cars.com
Does any Subaru dealer near Huntington Beach, CA actually have a new Outback 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
Best first call: Sutherlin Subaru Huntington Beach Phone: 714-861-2000 Location: 18801 Beach Blvd., Huntington Beach Their inventory page, crawled September 1, 2026, reported about 50 new 2026 Outbacks available. That is much stronger availability than a typical page containing only a few “in transit” vehicles. One particularly solid likely-on-the-lot candidate is: - 2026 Outback Touring XT - VIN: `JF2BURJD0TY533976` - Listed price: about $50,799 - MSRP: about $50,629 - The listing has 28 dealer photos, which strongly suggests the vehicle was physically photographed at the dealership rather than merely being in transit. Their recent Outback listings have ranged roughly from: - Premium: approximately $35,000–$39,000, depending on equipment and discount - Touring XT: approximately $50,800 - Other trims should generally fall between those figures. One prior Premium listing showed a suggested retail price of $37,478 and a dealer price around $35,183, though that exact vehicle may no longer be available. What to say when calling > “I’m looking to test-drive a new Outback this weekend, September 5 or 6. I only want one physically on your lot—not allocated or in transit. Can you put your hand on the keys and text me a current photo showing the VIN? I saw Touring XT VIN JF2BURJD0TY533976. Is that exact vehicle available, and what is the selling price before tax and DMV, including every
Sources the model used: sutherlinsubaruhb.com, cars.com, autostoday.com
Google Gemini · gemini-3.5-flash named
Yes, you can absolutely test drive a new Outback in Huntington Beach this weekend. The local dealership, Sutherlin Subaru Huntington Beach, is fully operational and has several brand-new 2026 Subaru Outbacks physically on their lot and ready for same-day test drives (not in transit). Where to Go & Who to Call * Dealership: Sutherlin Subaru Huntington Beach * Address: 18801 Beach Blvd, Huntington Beach, CA 92648 (This is a massive, 7-acre facility on Beach Blvd) * Sales Phone: (877) 712-7910 or Main: (714) 750-9197 * Weekend Hours: * Saturday: 9:00 AM – 8:00 PM * Sunday: 10:00 AM – 7:00 PM What are they asking? They have a broad variety of 2026 trim levels in stock. Pricing varies depending on the trim you want to test drive: * 2026 Outback Base / Premium trims: Starting around $35,015 to $36,999 * 2026 Outback Limited / Wilderness / Touring trims: Ranging from $41,000 to $45,000+ depending on additional factory packages and engine options (like the turbocharged XT models). Pro-Tip Before You Go When you call, give them the exact VIN or Stock Number of a unit verified to be physically on their lot to ensure it is parked out front and ready when you arrive. A few active stock units on their lot right now include: * 2026 Subaru Outback Premium (Silver or Gray) — *e.g., VIN ending in ...TY590693* * 2026 Subaru Outback Limited — *e.g., VIN ending in ...TY532741* * 2026 Subaru Outbac
Sources the model used: jdpower.com, cars.com, sutherlinsubaruhb.com, greaterirvinechamber.com, surfcityusa.com, autotrader.com, edmunds.com, dealerrater.com, sutherlinsubaru.com

2 · Who the machines actually read

Every source cited across the 6 AI answers, counted. 78 citations in total, 38 of them to sutherlinsubaruhb.com.
sutherlinsubaruhb.com
38
cars.com
5
reddit.com
4
jdpower.com
4
dealerrater.com
3
irvinesubaru.com
3
autotrader.com
3
facebook.com
2
dealershipguy.com
2
surfcityusa.com
2
subaruorangecoast.com
2
cargurus.com
1
autostoday.com
1
tricorauto.com
1
aftermarketmatters.com
1
salesjobs.com
1

3 · Google: rankings and AI Overview

KeywordPositionAI Overview sutherlinsubaruhb.comWho is ranking 1-3
subaru dealer huntington beach, ca 1 - - www.sutherlinsubaruhb.com, www.yelp.com, www.oceansubaruoc.com
subaru dealership huntington beach, ca 1 - - www.sutherlinsubaruhb.com, www.yelp.com, www.oceansubaruoc.com
new subaru for sale huntington beach, ca 2 shown cited www.sutherlinsubaruhb.com, www.yelp.com, www.oceansubaruoc.com
subaru lease deals huntington beach, ca 5 - - www.edmunds.com, www.sutherlinsubaruhb.com, www.sutherlinsubaruhb.com
best subaru dealer near huntington beach, ca 2 shown cited www.sutherlinsubaruhb.com, caredge.com, www.yelp.com
used cars huntington beach, ca 30+ - - www.toyotaofhb.com, www.normreeveshuntingtonbeach.com, www.beachblvdofcars.com
subaru service huntington beach, ca 4 - - www.sutherlinsubaruhb.com, www.yelp.com, www.hbautoandac.com
certified pre owned subaru huntington beach, ca 2 shown cited www.sutherlinsubaruhb.com, www.oceansubaruoc.com, www.autotrader.com
subaru dealer near me huntington beach, ca 2 shown cited www.sutherlinsubaruhb.com, www.yelp.com, www.oceansubaruoc.com
subaru suv for sale huntington beach, ca 2 shown cited www.sutherlinsubaruhb.com, www.autotrader.com, www.huntingtonbeachmazda.com

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 #6. Searched from "Huntington Beach,California,United States".
KeywordGoogleBingBing top 3
subaru dealer huntington beach, ca 1 20+ subaru.com, en.m.wikipedia.org, subaru.com
subaru dealership huntington beach, ca 1 20+ subaru.com, en.m.wikipedia.org, subaru.com
new subaru for sale huntington beach, ca 2 no auto results news.google.com, foxnews.com, cnn.com
subaru lease deals huntington beach, ca 5 20+ subaru.com, en.m.wikipedia.org, subaru.com
best subaru dealer near huntington beach, ca 2 no auto results bestbuy.com, merriam-webster.com, dictionary.cambridge.org
used cars huntington beach, ca 30+ 20+ carfax.com, autotrader.com, offerup.com
subaru service huntington beach, ca 4 7 subaru.com, subaruorangecoast.com, subaruorangecoast.com
certified pre owned subaru huntington beach, ca 2 no auto results certifiedlabs.com, merriam-webster.com, certifiedpayments.net
subaru dealer near me huntington beach, ca 2 20+ subaru.com, atsubaru.net, faulknersubarueaston.com
subaru suv for sale huntington beach, ca 2 20+ subaru.com, subaru.com, autotrader.com
"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
"subaru dealer"
2 1 2 3 3
1 1 1 4 3
1 1 1 1 3
1 1 3 3 3
1 1 1 1 2
visible at 25/25, top-3 at 24, average 1.8
"subaru service"
3 2 2 5 9
1 1 1 1 3
1 1 1 1 6
1 1 1 1 4
1 1 1 1 3
visible at 25/25, top-3 at 21, average 2.1

Who holds #1 where this store does not

Dealership ranked #1 at that pointCells
Ocean Subaru of Fullerton2
Ocean Subaru of Fullerton Service1
Subaru Orange Coast1
Frank's Irvine Subaru Service1

5 · The stores being recommended instead

DealershipGoogle ratingReviewsReferring domains BacklinksBroken inbound links
Sutherlin Subaru Huntington Beach this store 4.5725 2911568 549
Subaru Orange Coast4.81,430 148215 1
Frank's Irvine Subaru4.31,168 4301588 1413
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.
ItemResultDetail
Claimed by the businessclaimed Sutherlin Subaru Huntington Beach
Primary categorydealer Subaru dealer + Auto repair shop, Car dealer, Car finance and loan company, Car leasing service, Electric motor vehicle dealer, Motor vehicle dealer, Tire shop, Used car dealer, Used truck dealer
Opening hours listedyes open 7 days a week
Photos282 logo set, cover set
Business description746 chars At Sutherlin Subaru Huntington Beach, we’re redefining the car buying experience with transparent pricing, exceptional customer service, and a strong commitment to the local community. As a family-owned Subaru dealership...
Attributes set (service options, offerings, payments, accessibility)20 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 wash, has oil change, has service repair, sells goods used, welcomes lgbtq ...
Questions & answers on the listing0 nobody has asked, and the store has seeded none - an empty slot the models could otherwise quote
Links on the listing1 menu
Rating4.5 / 5 725 reviews, 79 of them one or two stars

Review velocity

The newest 40 of 725 reviews, read directly from the listing. Lifetime totals impress nobody; the last 30 days do.
ItemValue
Reviews in the last 30 days29
Reviews in the last 90 days40
Newest review2 days ago
Average rating of the newest 404.42
Owner replied to95%
One- and two-star reviews left unanswered0 of 5

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.
SiteRatingReviews
google.com4.5725
carfax.com4.7134
facebook.com4.144
kbb.com4.8725
cars.com4.8591
autotrader.com4.9725

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.
TopicReviews
rental car28
great deal18
professional team11
free car washes5
clean dealership3
new ownership3
hybrid car2
no hassle2
honest sales2
respectful salesperson2
"People also search for" on this listing: Subaru Parts (4.5, 65); Subaru Orange Coast (4.8, 1428); Ocean Subaru of Fullerton (4.5, 1724); Frank's Irvine Subaru (4.3, 1168).

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 Subaru Huntington Beach". This site ranks #1. Google also showed: related searches, knowledge graph.
#DomainWhat it isTitle
1sutherlinsubaruhb.com this store Sutherlin Subaru Of Huntington Beach – New & Used Cars
2yelp.com review site Sutherlin Subaru Huntington Beach - Car Dealers
4dealerrater.com review site Sutherlin Subaru Huntington Beach
5waze.com other Driving directions to Sutherlin Subaru Huntington Beach ...
6instagram.com social Huntington Beach (@sutherlinsubaruhuntingtonbeach)
7surfcityusa.com other Sutherlin Subaru Huntington Beach
8aftermarketmatters.com other Sutherlin acquires McKenna Subaru, will double service ...
10carfax.com review site Sutherlin Subaru - Dealership Huntington Beach, CA
11caredge.com review site Sutherlin Subaru Huntington Beach Fees, Reviews & ...
12facebook.com social Sutherlin Subaru Huntington Beach
13mapquest.com maps / directory Sutherlin Subaru Huntington Beach
14sutherlinsubaru.com other Sutherlin Subaru: New & Used Subaru Dealer In Kingston, TN
15kbb.com review site Sutherlin Subaru Huntington Beach
16capitalone.com other Sutherlin Subaru of Huntington Beach
17mckennasubaru.com other McKennaSubaru.com
"People also ask" next to the name: What happened to McKenna Subaru? · Is Subaru a high-end brand? · Who is the Subaru dealer in Huntington Beach? · Is Subaru a German or Japanese car?
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

ItemFindingEvidence
PlatformDealerOn - DealerOn (built on Drupal) high dealeron, dlron.us, cdn.dealeron.com, dealeron
What that means for accessA 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.
HostingAS54113 Fastly, Inc., San Francisco, US 199.232.192.247, CNAME www.dealeronsite.com
CDN / WAF in frontFastly server: nginx, ASP.NET
Homepage weight11.5 MB over 266 requests 150 requests to 43 third-party hosts

Third-party stack on the homepage

CategoryFound
Analytics & pixelsGoogle Tag Manager, Google Analytics 4, Meta Pixel, Microsoft Clarity, Shift Digital (OEM program), Google Ads / DoubleClick, Call tracking
Inventory media & feedsDealerOn media
VideoYouTube, Vimeo
Consent & accessibilityOneTrust, Cookiebot, accessiBe
Front-end librariesjQuery, Bootstrap, Font Awesome, Google Fonts, Modernizr, 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 sutherlinsubaruhb.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

CheckResultDetail
Title names the brand and the city both Sutherlin Subaru Of Huntington Beach – New & Used Cars
AutoDealer / LocalBusiness schema on the homepage yesAutoDealer, PostalAddress, GeoCoordinates, Brand, OpeningHoursSpecification, AutoRepair, AutoBodyShop, WebSite
AutoDealer schema completeness 8 of 9 missing: areaServed
Phone on the page matches the Google listing different listing: +1714-861-2000
Review and rating markup on the homepage no none found
FAQ markup - the format AI answers quote most readily nonot present on the homepage
llms.txt published and well-formedno 1643 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 copy2457 title 54 chars, meta description 136 chars
Homepage load, one cold desktop run 516 ms TTFB 11 ms, LCP 516 ms, CLS 0.086, 266 requests, 11.5 MB
Images on the homepage missing alt text1 of 105 images

The homepage on a phone

CheckResultDetail
Homepage paint on a phone (LCP) 2472 ms Google's bar for LCP is 2,500 ms. TTFB 2 ms, CLS 0.323, 233 requests, 10.7 MB
Page fits the screen (no sideways scroll) fits iPhone viewport, 390 px wide
Words of copy served to the phone2347 desktop served 2457

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.
CheckResultDetail
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

CheckResultDetail
Inventory search page reachable from the homepage HTTP 200 https://www.sutherlinsubaruhb.com/new-inventory
Vehicles listed on that page (links to vehicle pages) 9 Browse New Subaru Cars For Sale In Huntington Beach, CA
Inventory page indexable indexable robots meta: index,follow,noydir,noodp; schema: BreadcrumbList, ListItem, Product, Review, Rating
One vehicle page read HTTP 200 https://www.sutherlinsubaruhb.com/new-Huntington+Beach-2026-Subaru-ASCENT-Touring+7+Passenger-4S4WMAKD8T3400570
Vehicle / Car schema on the vehicle page yes BuyAction, EngineSpecification, Offer, Organization, Product, UnitPriceSpecification, Vehicle
Offer with price and availability complete price 54048 USD, availability InStock, condition NewCondition
VIN, mileage, year, model in the markup 3 of 4 VIN yes, mileage no, year 2026, Subaru ASCENT
Vehicle page indexable indexable robots meta: index,follow,noydir,noodp
Vehicle page title112 chars 2026 Subaru ASCENT Touring 7-Passenger Huntington Beach CA | Sutherlin Subaru Huntington Beach 4S4WMAKD8T3400570
Vehicle pages in the XML sitemap 314 489 URLs in sitemap.xml, newest lastmod 2026-09-01
Service page linked from the homepage HTTP 200 https://www.sutherlinsubaruhb.com/schedule-service; 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 Subaru 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

MetricValueChange
Organic sessions6,420+7%
Sessions referred by AI assistants184+61%
from chatgpt.com121+74%
from gemini.google.com39+30%
from perplexity.ai24+41%
Vehicle page views (organic)9,870+4%
Leads: forms + calls + chats (organic)212+12%
Leads from AI-referred sessions19+90%
Lead rate, AI-referred vs all organic10.3% vs 3.3%
Top organic landing pagesSessionsLead rate
/2,3103.1%
/new-inventory/1,4804.2%
/used-inventory/1,1203.9%
/service/6402.4%
/new/2026-honda-cr-v-hybrid-sport-l-…3106.8%

Search Console demo

MetricValueChange
Clicks8,910+5%
Impressions402,000+11%
Average CTR2.2%-0.1 pt
Average position9.4+0.6
Non-brand share of clicks38%+3 pt
Vehicle pages indexed612 of 655
QueryClicksImpressionsCTRPosition
honda dealer irvine1,24038,1003.3%2.1
norm reeves honda1,0106,30016.0%1.0
honda cr-v for sale near me22024,5000.9%8.7
used honda civic irvine1809,9001.8%5.4
honda service irvine1607,2002.2%4.9
2026 honda pilot in stock455,1000.9%11.2
Pages seen a lot, clicked rarelyImpressionsCTRPositionWhy
/new/honda-cr-v/31,0000.7%6.8title has no price / stock words
/used-inventory/18,4001.1%7.9generic title, no city
/specials/9,2000.8%9.3expired offers still indexed

Google Ads demo

MetricValueChange
Spend$14,200+2%
Clicks5,860-3%
Leads (conversions)241+6%
Cost per lead$58.9-4%
Brand campaign share of spend22%
Search terms also ranking #1-3 organically17 terms, $1,940
CampaignSpendClicksLeadsCost / lead
Search - Brand$3,1002,04096$32
Search - New CR-V / Pilot$5,4001,91078$69
Search - Used$3,2001,22041$78
PMax - Inventory$2,50069026$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

CrawlerHitsVehicle pages fetchedLast visit
Googlebot41,2006124 h ago
Bingbot (feeds ChatGPT search)9,8005406 h ago
GPTBot1,3403881 d ago
OAI-SearchBot6102903 h ago
ClaudeBot4201502 d ago
PerplexityBot3802109 h ago
Google-Extended00never
Crawl problemsCount
Vehicle pages returning 404 to bots (sold cars, no redirect)94
Bot hits on /search?... parameter URLs6,300
Bot hits answered in more than 2 s8%
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

StepValue
Named by AI assistants (this check)11 of 18 answers
AI-referred sessions (GA4)184
Vehicle pages viewed in those sessions612
Leads from those sessions19
Sold to those leads (CRM match)4

What connecting takes

SourceAccess
Google Analytics 4add our Google account as Viewer on the property - 2 minutes
Search Consoleadd the same account as a Full user on the property
Google Adslink the account under our manager account (read-only)
Server logsthe platform vendor forwards access logs, or a CDN log export
CRM / DMSlead 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.
Dealer Check by Internet Automotive  -  live data only, nothing modelled
The dealership's website is not crawled: the homepage on desktop and phone, one inventory page, one vehicle page, the service page, up to three city pages and three public files - every request is listed in the check's own record.