Results for Vinfast of Forney, 401 E US Hwy 80, Forney, TX 75126  -  24 AI answers, 10 keywords and 50 map points (12.0 minutes, $1.70 of data, collected 2026-09-02 00:57 UTC)
In plain English Full report One-page figures History Download PowerPoint every answer, grid and source
Buyers asking AI for a VinFast dealer around Forney hear Vinfast of Forney in 24 of 24 answers.
4 things to fix, 1 of them costing the store buyers today. 3 fixed once in the first week, 1 worked every month.
  1. On Google Maps the store is missing for "vinfast service". Across 25 points around Forney, the store appears in the map box at 0. Where it doesn't, Ewing VinFast of Plano shows instead. evidence
  2. AI quotes other sites about the store, not the store. When the assistants back up an answer with a link, they point to cars.com, caredge.com and ewingvinfastofplano.com and to the store's own website only 89 of 411 times. A dealer's site that AI doesn't quote is a dealer AI describes second-hand. evidence
  3. The service link on the homepage is broken. The service page linked from the homepage returns an error (HTTP 404). Service is where the margin is and its page is dead. evidence
  4. 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
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)   |   New check · All checks
24/24Named by AI6/6"In stock now" answers89 of 411Citations to own site25/25Map pack "vinfast dealer"0/25Map pack "vinfast service"
10/10Keywords in top 106/6AI Overview cites storeFlexDealer (LiftKit)PlatformcompleteVehicle page schemano Q&ABusiness Profile
4Site gaps found
At a glance. Green reads well for the store, amber is mixed, red is a gap. Every cell links to the evidence. Full history
8 questions a real shopper would type, put to ChatGPT 8/8, Google Gemini 8/8, Perplexity 8/8, 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 0 of them, outside the first twenty at 25.
Grid below
Every tracked keyword ranks inside the top 30. Google showed an AI Overview on 6 of these searches and cited this store on 6 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 35225 USD, availability InStock, VIN present, mileage present
One vehicle page read, section 9
4.2 stars from 560 reviews. Reviewers talk about: car buying experience (52), easy process (40), kind staff (35), first car purchase (29), car selection (29).
Full profile below

1 · What the AI assistants tell a buyer

ChatGPT
8/8
named · gpt-5.6-sol
Google Gemini
8/8
named · gemini-3.5-flash
Perplexity
8/8
named · sonar
Buyer questionChatGPTGoogle GeminiPerplexity
I live in Forney, TX. Which VinFast dealership should I buy a new car from? Give me a short ranked list with reasons. namednamednamed
Does any VinFast dealer near Forney, TX actually have a new VF 8 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 namednamednamed
Best VinFast dealer near Forney, TX - who has the best pricing and customer experience? namednamednamed
Where can I get the best VinFast lease deals in Forney, TX right now? Name specific dealerships. namednamednamed
I need my VinFast serviced near Forney, TX. Which dealership service department should I use? namednamednamed
Which car dealerships in Forney, TX have the best customer reviews? namednamednamed
I have bad credit and want to finance a used VinFast near Forney, TX. Which dealerships work with subprime buyers? namednamednamed
Looking for a used VinFast VF 8 under $30,000 with under 60,000 miles near Forney, TX. Which dealers have one in stock right now? I want actual listings, not just dealer names. availability namednamednamed
"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 24 answers, questions the store lost first. This store and competitors named instead are marked in the text.
I live in Forney, TX. Which VinFast dealership should I buy a new car from? Give me a short ranked list with reasons.
ChatGPT · gpt-5.6-sol named
Ranked recommendation — as of September 2, 2026 1. VinFast of Forney — best and only practical choice - Located at 401 E. US Highway 80, essentially local. - Authorized sales and service, which matters more than usual for a smaller EV brand. - CarEdge ranks it A/94 for pricing transparency, reporting a $0 documentation fee from five quotes; Capital One lists a 4.2 Google rating. - The dealer advertises the full VinFast lineup and on-site maintenance. 2. No nearby alternative I’d rank above it - The former Dallas/Plano VinFast location reportedly now handles service only, while the planned Fort Worth dealer apparently never opened. - An out-of-area dealer therefore makes sense only if it beats Forney’s written out-the-door price enough to justify inconvenient service and delivery. Bottom line: Buy from VinFast of Forney, but request an itemized out-the-door quote confirming no accessories, protection packages, or conditional discounts. Because VinFast’s local dealer network is thin, I’d also favor leasing over purchasing unless you plan to keep the vehicle long term.
Sources the model used: caredge.com, vinfastofforney.com, reddit.com
Google Gemini · gemini-3.5-flash named
Since you live in Forney, you are in a highly convenient position. Rather than driving across the Dallas-Fort Worth metroplex, you have an authorized dealership located right in your backyard. A ranked list of where you should buy a new VinFast electric vehicle, along with the reasoning for each choice, is detailed below: 1. VinFast of Forney * Location: 401 E US Highway 80, Forney, TX 75126 * Rank: 1 (The Clear Winner) * Why it’s the best choice: * Proximity: You won't have to leave town. It is located directly off Highway 80, making both your purchase and future routine maintenance visits completely hassle-free. * Exceptional Transparency: According to automotive market analyst data from *CarEdge*, VinFast of Forney holds an "A" transparency grade (94/100). This score is based on verified out-the-door quotes. The dealership does not sneak in hidden "dealer add-ons" (like paint protection or window tint markups) and charges $0 in documentation fees, which is well below the Texas average. * Full Service Support: They operate a localized, fully certified VinFast service center with technicians trained specifically in EV repair and software updates. 2. Ewing VinFast of Plano * Location: 1575 Dallas Parkway, Plano, TX 75093 * Rank: 2 (Best Alternative for Inventory and Deals) * Why it’s a strong runner-up: * Family-Owned Reputation: The Ewing Automotive Group is one of the most es
Sources the model used: vinfastofforney.com, caredge.com, planomagazine.com, ewingvinfastofplano.com, vinfastauto.us, reddit.com
Perplexity · sonar named
The best choice is VinFast of Forney itself, since it is in Forney and is the only VinFast-branded dealer in the results; it’s also the closest option at about 1 mile away and has solid third-party ratings.[3][5] 1. VinFast of Forney — Best overall for convenience and likely ownership support, because it is local to you, specifically serves VinFast vehicles, and shows strong ratings/reviews from multiple sources.[3][5][12][17] 2. VinFast of Forney (for service/support) — If you want a dealer with an established service center and EV-specific help, the dealership says it offers a service center, parts, and EV guidance in Forney.[1][10][14] 3. VinFast of Forney (for lowest-friction buying) — If your priority is minimizing dealer hassle, CarEdge reports an A transparency grade, $0 documentation fee, and no typical mandatory add-ons, which is a good sign for a new-car purchase.[12] If you want, I can also help you with a “best deal” checklist for buying from them, including what to ask before you visit.
Sources the model used: vinfastofforney.com, kbb.com, capitalone.com, autotrader.com, x.com, caredge.com, vinfastauto.us, iseecars.com
Does any VinFast dealer near Forney, TX actually have a new VF 8 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 bet: VinFast of Forney itself. Its inventory currently shows several *new* 2025 VF 8s with very low recorded mileage, which strongly suggests physical dealer stock rather than vehicles merely marked “in transit.” However, online inventory cannot conclusively prove the cars are on the lot, so call and have someone physically verify a specific VIN before visiting. Call this dealer first VinFast of Forney 401 E. US Highway 80, Forney, TX 75126 Sales: (814) 831-6326 Saturday hours shown: 9:00 a.m.–6:00 p.m. Their listings recently showed approximately: - Five 2025 VF 8 Eco models, generally 10–35 miles - Three 2025 VF 8 Plus models, generally 14–24 miles - One identifiable Eco: VIN RLLV1AEBXSH012220, stock SH012220, listed with 10 miles. Rough asking prices Recent advertised figures were: - VF 8 Eco: roughly $35,225–$39,000 - VF 8 Plus: roughly $42,400–$48,400 Those are before Texas tax, title and registration. Some lower prices included a $4,000 factory incentive whose displayed expiration was March 31, 2026, so since it is now September 2026, do not assume that incentive still applies. Ask for today’s itemized selling price and out-the-door figure. What to say on the phone > “I want to test-drive a new VF 8 this Saturday, September 5. Could someone physically check the lot and confirm that stock SH012220—or another VF 8—is present, charged, not sold, and not in transit? Whic
Sources the model used: vinfastofforney.com, ewingvinfastofplano.com
Google Gemini · gemini-3.5-flash named
Yes, there is actually a dedicated VinFast dealer right in your backyard in Forney that currently has multiple new, physical 2025 VinFast VF 8 models sitting on the lot, fully prepped with odometer readings under 25 miles and ready for a test drive this weekend. The details you need to set up a test drive: Who to Call & Where to Go You can contact VinFast of Forney: * Phone: (814) 831-6326 * Address: 401 E US Hwy 80, Forney, TX 75126 * Location context: They are situated directly along Highway 80, easily accessible if you are already in the Forney/East Dallas area. *(Note: If you want to compare stock, another nearby option is Ewing VinFast of Plano at 1575 Dallas Parkway, Plano, TX; Phone: (972) 526-1800).* What They Have & What They Are Asking VinFast of Forney has both the Eco and Plus trims of the 2025 VF 8 in physical stock right now: 1. 2025 VinFast VF 8 Eco (AWD) * Status: In-Stock (not in transit, on-site with only ~14 miles on the odometer) * MSRP/Regular Price: $39,000 * Their Advertised Discount: -$4,000 * Current Asking Price: $35,225 (plus tax, title, license, and fees) 2. 2025 VinFast VF 8 Plus (AWD) * Status: In-Stock (on-site with ~24 miles on the odometer) * MSRP/Regular Price: $48,417 * Their Advertised Discount: -$4,000 * Current Asking Price: $44,417 (plus tax, title, license, and fees) A Quick Tip Before You Go Independent automotive transparency platforms
Sources the model used: vinfastofforney.com, aofgreenville.com, lonestarautobrokers.com, ewingvinfastofplano.com, caredge.com
Perplexity · sonar named
Yes — VinFast of Forney appears to have new VF 8s actually listed as in stock/on the lot, not just “in transit,” based on their live inventory pages and CarEdge’s “On the lot right now” listings.[1][3][4] - Who to call: VinFast of Forney at 814-831-6326.[7][14] - Where: 401 E US Hwy 80, Forney, TX 75126.[1][14] - What they appear to have: at least one 2025 VinFast VF 8 Eco and multiple other new VF 8s listed in inventory, including a Plus trim.[1][2][3][4] - Rough asking prices: the live listings show about $35,225 for a VF 8 Eco and about $44,417 for a VF 8 Plus; CarEdge also shows some Forney VF 8 listings at $35,225 and one at $42,437.[1][3][4][8] For a weekend test drive, I’d call and ask specifically: - whether the VF 8 you want is physically on the lot - whether it is available for a test drive this weekend - whether it is already sold/pending - whether they can have it pulled up and charged for you There’s also a nearby listing in Greenville, TX showing a new VF 8 Plus, but the inventory snippet is less clear about immediate lot status than the Forney dealer’s own inventory pages.[2]
Sources the model used: vinfastofforney.com, aofgreenville.com, caredge.com, autotrader.com, capitalone.com, vinfastauto.us, edmunds.com, iseecars.com

2 · Who the machines actually read

Every source cited across the 24 AI answers, counted. 411 citations in total, 89 of them to vinfastofforney.com.
vinfastofforney.com
89
cars.com
53
caredge.com
36
ewingvinfastofplano.com
26
vinfastauto.us
25
cargurus.com
24
capitalone.com
23
autotrader.com
18
kbb.com
12
edmunds.com
12
aofgreenville.com
9
iseecars.com
9
carsforsale.com
6
dealerrater.com
5
planomagazine.com
5
lonestarautobrokers.com
5

3 · Google: rankings and AI Overview

KeywordPositionAI Overview vinfastofforney.comWho is ranking 1-3
vinfast dealer forney, tx 2 shown cited www.vinfastofforney.com, www.capitalone.com, caredge.com
vinfast dealership forney, tx 1 - - www.vinfastofforney.com, www.capitalone.com, caredge.com
new vinfast for sale forney, tx 2 shown cited www.vinfastofforney.com, www.autotrader.com, www.vinfastofforney.com
vinfast lease deals forney, tx 2 shown cited www.vinfastofforney.com, www.facebook.com, vinfastauto.us
best vinfast dealer near forney, tx 2 shown cited www.vinfastofforney.com, caredge.com, www.capitalone.com
used cars forney, tx 8 - - www.towneastford.com, www.carfax.com, happiautogroup.com
vinfast service forney, tx 2 shown cited www.vinfastofforney.com, www.capitalone.com, www.facebook.com
certified pre owned vinfast forney, tx 1 - - www.vinfastofforney.com, www.vinfastofforney.com, www.edmunds.com
vinfast dealer near me forney, tx 2 shown cited www.vinfastofforney.com, www.capitalone.com, www.kbb.com
vinfast suv for sale forney, tx 4 - - www.vinfastofforney.com, www.vinfastofforney.com, www.edmunds.com

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
"vinfast dealer"
1 1 1 1 1
1 1 1 1 1
1 1 1 1 1
1 1 1 1 1
1 1 1 1 1
visible at 25/25, top-3 at 25, average 1.0
"vinfast service"
- - - - -
- - - - -
- - - - -
- - - - -
- - - - -
visible at 0/25, top-3 at 0, average None

Who holds #1 where this store does not

Dealership ranked #1 at that pointCells
Ewing VinFast of Plano25

5 · The stores being recommended instead

DealershipGoogle ratingReviewsReferring domains BacklinksBroken inbound links
Vinfast of Forney this store 4.2560 62143 0
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 Vinfast of Forney
Primary categorydealer Car dealer + Auto repair shop, Car finance and loan company, Electric vehicle charging station, Mechanic, Used car dealer, Used truck dealer
Opening hours listedyes open 6 days a week
Photos1,817 logo set, cover set
Business description748 chars Formerly known as Autos of Forney, Vinfast of Forney has proudly served Forney, Sunnyvale, Arlington, Greenville, and beyond for over 20 years. Now as one of the first VinFast dealers in Texas, we’re bringing drivers the...
Attributes set (service options, offerings, payments, accessibility)12 has delivery, has in store shopping, has onsite services, has wheelchair accessible entrance, has wheelchair accessible parking, has oil change, has service repair, sells goods used, requires appointments, pay credit card, pay debit card, pay mobile nfc
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
Rating4.2 / 5 560 reviews, 107 of them one or two stars

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
car buying experience52
easy process40
kind staff35
first car purchase29
car selection29
test drive13
vehicle selection12
helpful team10
no pressure sales8
new tires6
"People also search for" on this listing: East Ridge Auto Sales (3.3, 36); Foss Auto Sales (4.4, 14); HAPPI AUTO GROUP LLC (4.8, 54); Outlaw Motors.

7 · What Google shows for the dealership's own name

The page a buyer lands on right after an assistant names the store. Query: "Vinfast of Forney". This site ranks #1. Google also showed: short videos, related searches, knowledge graph, google reviews.
#DomainWhat it isTitle
1vinfastofforney.com this store VinFast of Forney: EV Dealership Forney, TX
3capitalone.com other VinFast of Forney in FORNEY, TX
4cars.com review site Autos of Forney
5caredge.com review site Vinfast Of Forney Fees, Reviews & Transparency Grade: A
6maps.apple.com maps / directory VinFast of Forney
7instagram.com social VinFast of Forney (@vinfastofforney)
8autotrader.com review site VinFast of Forney in Forney, TX | 111 Cars Available - Autotrader
11facebook.com social Vinfast of Forney | Forney TX
12kbb.com review site VinFast of Forney in Forney, TX | Rated 4.6 Stars
13facebook.com social The future isn't just about where you're going. ...
14vinfastauto.us OEM Find Us | VinFast
15autostoday.com review site Vinfast Of Forney dealership in Forney, TX
16iseecars.com review site vinfast of forney in Forney, TX - 4.9 Stars Unbiased Rating
17aofgreenville.com other Autos of Forney Greenville: Used Cars Dealership Greenville TX
18bbb.org review site Autos of Forney | BBB Business Profile
"People also ask" next to the name: Can I buy a VinFast car in the USA? · Is VinFast losing money? · How much will a VinFast car cost? · Which is better, VinFast or Byd?
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
PlatformFlexDealer (LiftKit) - FlexDealer high liftkit.io, liftkit.imgix, flexdealer, control.liftkit
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.
HostingAS14061 DigitalOcean, LLC, Toronto, CA 167.99.187.246, CNAME vinfastofforney.com
CDN / WAF in frontnone seen server: Apache/2.4.58 (Ubuntu)
Homepage weight3.2 MB over 142 requests 127 requests to 38 third-party hosts

Third-party stack on the homepage

CategoryFound
Analytics & pixelsGoogle Tag Manager, Google Analytics 4, Meta Pixel, Cox / Dealer.com analytics pixel, ASC data layer (Automotive Standards Council), Google Ads / DoubleClick, StackAdapt
Chat & messagingCarNow
Digital retailing & financeCapital One Auto Navigator
Inventory media & feedsLiftKit media (imgix)
Front-end librariesjQuery, Bootstrap, Font Awesome, Google Fonts, Modernizr
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 vinfastofforney.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 EV Dealership Forney, TX | VinFast of Forney
AutoDealer / LocalBusiness schema on the homepage yesAutoDealer, PostalAddress, GeoCoordinates
AutoDealer schema completeness 4 of 9 missing: opening hours, sameAs (Google, social), departments (sales, service, parts), areaServed, image / logo
Phone on the page matches the Google listing match listing: +1814-831-6326
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 125 bytes
AI crawlers in robots.txt (GPTBot, ClaudeBot, PerplexityBot, OAI-SearchBot) allowed by name Bytespider, ClaudeBot, GPTBot, Google-Extended, PerplexityBot
Homepage words of indexable copy476 title 44 chars, meta description 156 chars
Homepage load, one cold desktop run 2428 ms TTFB 320 ms, LCP 2428 ms, CLS 0.008, 142 requests, 3.2 MB
Images on the homepage missing alt text6 of 17 images
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.vinfastofforney.com/cars-for-sale/new?status=new
Vehicles listed on that page (links to vehicle pages) 15 New EVs For Sale Forney, TX | VinFast of Forney
Inventory page indexable indexable robots meta: none; schema: none
One vehicle page read HTTP 200 https://www.vinfastofforney.com/inventory/New-2025-VinFast-VF-8/1400878
Vehicle / Car schema on the vehicle page yes AutoDealer, Brand, Car, GeoCoordinates, Offer, Organization, PostalAddress, Product
Offer with price and availability complete price 35225 USD, availability InStock, condition NewCondition
VIN, mileage, year, model in the markup 4 of 4 VIN yes, mileage 35, year 2025, VinFast VF 8
Vehicle page indexable indexable robots meta: none
Vehicle page title60 chars 2025 VinFast VF 8 for sale in Forney, TX | New VinFast Sales
Vehicle pages in the XML sitemap 103 sitemap index with 3 children; read https://www.vinfastofforney.com/sitemap-vehicles.xml: 103 URLs, no lastmod dates
Service page linked from the homepage 404 https://www.vinfastofforney.com/errors/404
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 Vinfast of Forney. 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), Perplexity (sonar) 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.