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D1 AUTO CREDIT · your saved report Real saved evidence. Proposed deliverables.
VIN IndexSee D1 AUTO CREDIT’s plan ↗

The problem

Denver area · saved AI benchmark · Oct 13, 2026

D1 AUTO CREDIT appeared just once.
Missing from 213 of 214 AI answers.

AI included you just once in 214 saved Denver area answers. Even AutoTrek appeared in only 10 of 214 answers. There’s an opening to get ahead. Build the sources AI can cite now.

What VIN Index does for youWe turn your inventory and dealership expertise into sources AI can read and cite.
Enriched vehicle pagesBuyer answersDealer guides & FAQs

Published alongside your current website. Enquiries go directly to your CRM.

See D1 AUTO CREDIT’s plan →From $249/mo
per rooftop · any lot size
214 successful answers0 dealer-site citations4 detected answer-page gapsWebsite scan Oct 18, 2026
BUYER DISCOVERY

Listings are one route.
A question is another.

AutoTrader · Cars.com · dealer websites
Buyer asks AI

“What’s a good AWD family car
within my monthly budget?”

Your dealership’s sourcesThis is where VIN Index helps.

Illustrative route. Buyers still use marketplaces. AI decides what to cite.

Saved AI leaderboard

Your place in
the saved answers.

Every dealership below is counted against the same saved answers. This measures name frequency—not recommendation position or sales.

214 successful answers · Oct 13, 2026
DealershipAnswers naming the dealer
1AutoTrek
10 / 214
2Markley Honda
8 / 214
2Mike Maroone Colorado
8 / 214
4CarFinders Inc.
6 / 214
4Fisher Acura
6 / 214
44D1 AUTO CREDITYour dealership
1 / 214

Dealers can appear together. These are not exclusive market shares. 1 of this set’s 214 answers named D1 AUTO CREDIT or linked its site; 0 linked an owned site.

See all 72 saved questions

These are the questions behind the leaderboard, grouped by buyer intent. Counts show answers that named D1 AUTO CREDIT or linked its website. Saved Oct 13, 2026.

Cash budgets

  1. I have $20,000 cash for a used car in Aurora, Colorado, USA. What should I buy?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini

  2. What's the best used 7-seat SUV under $30,000 in Aurora, Colorado, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini

  3. Which used SUV should I buy for under $25,000 in Aurora, Colorado, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini

  4. What's a good used pickup truck under $30,000 in Aurora, Colorado, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini

  5. I'm paying cash for a used commuter car in Aurora, Colorado, USA. What can I get for $15,000?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini

  6. I have $20,000 cash for a used car in Boulder, Colorado, USA. What should I buy?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini

  7. What's the best used 7-seat SUV under $30,000 in Boulder, Colorado, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini

  8. Which used SUV should I buy for under $25,000 in Boulder, Colorado, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini

  9. What's a good used pickup truck under $30,000 in Boulder, Colorado, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini

  10. I'm paying cash for a used commuter car in Boulder, Colorado, USA. What can I get for $15,000?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini

  11. I have $20,000 cash for a used car in Denver, Colorado, USA. What should I buy?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini

  12. What's the best used 7-seat SUV under $30,000 in Denver, Colorado, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini

  13. Which used SUV should I buy for under $25,000 in Denver, Colorado, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini

  14. What's a good used pickup truck under $30,000 in Denver, Colorado, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini

  15. I'm paying cash for a used commuter car in Denver, Colorado, USA. What can I get for $15,000?

    0 of 2 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini

  16. I have $20,000 cash for a used car in Fort Collins, Colorado, USA. What should I buy?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini

  17. What's the best used 7-seat SUV under $30,000 in Fort Collins, Colorado, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini

  18. Which used SUV should I buy for under $25,000 in Fort Collins, Colorado, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini

  19. What's a good used pickup truck under $30,000 in Fort Collins, Colorado, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini

  20. I'm paying cash for a used commuter car in Fort Collins, Colorado, USA. What can I get for $15,000?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini

  21. I have $20,000 cash for a used car in Lakewood, Colorado, USA. What should I buy?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini

  22. What's the best used 7-seat SUV under $30,000 in Lakewood, Colorado, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini

  23. Which used SUV should I buy for under $25,000 in Lakewood, Colorado, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini

  24. What's a good used pickup truck under $30,000 in Lakewood, Colorado, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini

  25. I'm paying cash for a used commuter car in Lakewood, Colorado, USA. What can I get for $15,000?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini

  26. I have $20,000 cash for a used car in Littleton, Colorado, USA. What should I buy?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini

  27. What's the best used 7-seat SUV under $30,000 in Littleton, Colorado, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini

  28. Which used SUV should I buy for under $25,000 in Littleton, Colorado, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini

  29. What's a good used pickup truck under $30,000 in Littleton, Colorado, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini

  30. I'm paying cash for a used commuter car in Littleton, Colorado, USA. What can I get for $15,000?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini

Monthly payments

  1. What kind of used car can I get for $400 a month in Aurora, Colorado, USA?

    0 of 3 successful answers named your dealership or linked its sitePerplexity · ChatGPT · Gemini

  2. What's the best used 7-seat SUV I can get for $800 a month in Aurora, Colorado, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini

  3. What used SUV can I get for about $500 a month in Aurora, Colorado, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini

  4. What used pickup truck can I get for $600 a month in Aurora, Colorado, USA?

    0 of 2 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini

  5. What's a good used commuter car in Aurora, Colorado, USA for under $400 a month?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini

  6. What kind of used car can I get for $400 a month in Boulder, Colorado, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini

  7. What's the best used 7-seat SUV I can get for $800 a month in Boulder, Colorado, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini

  8. What used SUV can I get for about $500 a month in Boulder, Colorado, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini

  9. What used pickup truck can I get for $600 a month in Boulder, Colorado, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini

  10. What's a good used commuter car in Boulder, Colorado, USA for under $400 a month?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini

  11. What kind of used car can I get for $400 a month in Denver, Colorado, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini

  12. What's the best used 7-seat SUV I can get for $800 a month in Denver, Colorado, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini

  13. What used SUV can I get for about $500 a month in Denver, Colorado, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini

  14. What used pickup truck can I get for $600 a month in Denver, Colorado, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini

  15. What's a good used commuter car in Denver, Colorado, USA for under $400 a month?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini

  16. What kind of used car can I get for $400 a month in Fort Collins, Colorado, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini

  17. What's the best used 7-seat SUV I can get for $800 a month in Fort Collins, Colorado, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini

  18. What used SUV can I get for about $500 a month in Fort Collins, Colorado, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini

  19. What used pickup truck can I get for $600 a month in Fort Collins, Colorado, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini

  20. What's a good used commuter car in Fort Collins, Colorado, USA for under $400 a month?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini

  21. What kind of used car can I get for $400 a month in Lakewood, Colorado, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini

  22. What's the best used 7-seat SUV I can get for $800 a month in Lakewood, Colorado, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini

  23. What used SUV can I get for about $500 a month in Lakewood, Colorado, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini

  24. What used pickup truck can I get for $600 a month in Lakewood, Colorado, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini

  25. What's a good used commuter car in Lakewood, Colorado, USA for under $400 a month?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini

  26. What kind of used car can I get for $400 a month in Littleton, Colorado, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini

  27. What's the best used 7-seat SUV I can get for $800 a month in Littleton, Colorado, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini

  28. What used SUV can I get for about $500 a month in Littleton, Colorado, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini

  29. What used pickup truck can I get for $600 a month in Littleton, Colorado, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini

  30. What's a good used commuter car in Littleton, Colorado, USA for under $400 a month?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini

Dealer discovery

  1. Where should I buy a used car in Aurora, Colorado, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini

  2. Which independent used car dealers should I consider in Aurora, Colorado, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini

  3. Where should I buy a used car in Boulder, Colorado, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini

  4. Which independent used car dealers should I consider in Boulder, Colorado, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini

  5. Where should I buy a used car in Denver, Colorado, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini

  6. Which independent used car dealers should I consider in Denver, Colorado, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini

  7. Where should I buy a used car in Fort Collins, Colorado, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini

  8. Which independent used car dealers should I consider in Fort Collins, Colorado, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini

  9. Where should I buy a used car in Lakewood, Colorado, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Gemini · Perplexity

  10. Where should I buy a used car in Littleton, Colorado, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini

  11. Which independent used car dealers should I consider in Littleton, Colorado, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini

  12. Which independent used car dealers should I consider in Lakewood, Colorado, USA?

    1 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini
Perplexity · saved answer

I have $20,000 cash for a used car in Aurora, Colorado, USA. What should I buy?

Read the answer +

With $20,000 cash, the best target in Aurora is a reliable, naturally aspirated compact or midsize car—not an SUV by default. Keep roughly $2,000–$3,000 aside for sales tax, registration, insurance, inspection, and immediate maintenance, so search for vehicles priced around $17,000–$18,000. ## Best choices - 2017–2020 Toyota Corolla — Best low-risk choice for inexpensive commuting. - 2016–2019 Honda Civic — Good all-around option; prioritize a clean maintenance history. - 2017–2020 Mazda3 — Good if you want sharper handling and a nicer interior. - 2016–2019 Toyota Prius — Worth considering for high mileage, but have the hybrid battery system inspected. - 2017–2020 Honda CR-V or Toyota RAV4 — Choose one only if you genuinely need cargo space or all-weather utility; comparable examples often cost more than sedans. - 2018–2021 Hyundai Elantra or Kia Forte — Potentially affordable, but verify insurance availability and theft-related coverage before buying. Aurora listings currently include vehicles under $20,000, including a 2019 Volkswagen Tiguan, but the search page alone does not establish that it is the best value or that a specific listing remains available.[1] Local inventory is substantial and changes frequently; Cars.com reports hundreds of Aurora-area listings, so compare the vehicle’s total out-the-door price rather than choosing from a single listing.[2] ## What to look for 1. A clean title and no flood, salvage, or unrepaired collision history. 2. Complete maintenance records and a vehicle-history report. 3. A pre-purchase inspection by an independent mechanic. 4. No warning lights, uneven tire wear, transmission hesitation, or evidence of neglected fluid changes. 5. A written out-the-door price including dealer fees, taxes, registration, and any add-ons. 6. A VIN-specific insurance quote before paying a deposit. Recommended purchase: Start with a 2017–2020 Toyota Corolla or Honda Civic, ideally priced at $16,000–$18,000 before taxes and fees. If you need an SUV, consider a Honda CR-V or Toyota RAV4, but do not assume a low-priced example is a bargain without an inspection. The available search results do not document the reliability, condition, final price, or current availability of any particular Aurora vehicle, so no specific listing can responsibly be endorsed.

A dated provider/API sample we collected. What a shopper sees in the app can differ.

edmunds.com ↗autotrader.com ↗truecar.com ↗truecar.com ↗edmunds.com ↗edmunds.com ↗

What we do for you

We build and publish vehicle pages, buying answers and dealership guides for you.

THE INPUT

Your existing inventory.

VINs · photos · price · availability

Your website: d1autocredit.comSaved scan: 8,899 vehicle-page URLs found
VIN Index
VIN INDEX CONTENT ENGINEEnrich your stock. Write the answers. Publish.

Study buyer questions and cited sources. Build grounded answers.

D1 AUTO CREDIT · proposed
VEHICLE PAGE

Your vehicles, explained for buyers and AI.

SpecificationsFeed + validated dataBuyer fitSupported contextAvailabilityConnected feed
VEHICLE Q&A

What should a buyer know about this vehicle?

Ask your dealership ↗
01

Enriched vehicle pages

Facts, buyer-fit context and grounded Q&A.

D1 AUTO CREDIT · proposed
BUYING ANSWER

Which used Honda models hold up best? I'm shopping.

No matching page detected in the saved scan.

01
A useful answer

Grounded in confirmed facts and relevant connected inventory.

02
Sourced facts + current stock

A dated answer with links to your matching vehicles.

Another detected gap

good used cars under $15,000

Explore matching stock ↗
02

Inventory-backed answers

Pages for budgets, payments and buyer needs.

D1 AUTO CREDIT · proposed
DEALERSHIP GUIDE
D1 AUTO CREDITColorado

Explain why buyers should choose you.

Buying process✓
Trade-ins and financing✓
Location and contact facts✓
Contact D1 AUTO CREDIT ↗
03

Dealer guides & FAQs

Your process and facts, clearly understood.

YOUR NAME on every pageYOUR WEBSITE stays in placeYOUR CUSTOMERS go to your team

Proposed page formats, not live pages or a promised AI answer. Content uses your connected feed and dealer-confirmed facts. Starting points: saved website scan · Oct 18, 2026.

CORE

You request → we draft → you approve.

PRO

We find opportunities → publish as authorized.

Choose D1 AUTO CREDIT’s content plan ↗

How we fix it

Connect your feed. We build the sources. Enquiries reach your team.

1Connect your feedPlus confirmed dealership facts2We build your sourcesEnrich · publish · keep stock current3Your team gets enquiriesDirectly into your dealership’s CRM
01 / BUYER ASKS

“Which vehicle fits
what I need?”

AI can look for relevant sources.
02 / YOUR SOURCE
D1 AUTO CREDIT

Useful dealer content
with a direct enquiry path.

AI may reference your page.
03 / YOUR CUSTOMER

Your CRM. Your team.

Vehicle enquiries delivered
directly to your dealership.

No per-lead charges.

Illustrative journey, not measured traffic. AI engines choose what to cite.

What keeps the pages accurate? +

Publish readable
vehicle sources.

We validate feed facts, enrich with supported detail and publish useful answers. Feed changes keep stock facts current. AI engines decide what to cite; you track measured results.

What to expect

Become readable. Become relevant. Earn more opportunities for discovery.

D1 AUTO CREDIT · the opportunity ahead

Build a stronger presence
in AI answers.

Illustrative progression
Results vary

When buyers ask AI what to buy and where to buy it, your dealership needs to be part of the answer. We build the sources that give it that opportunity.

MONTH 1

Give AI something worth citing

Your vehicles become detailed, readable sources that explain who they suit—not just price, mileage and a photo.

MONTH 3

Compete for more buyer questions

Answer the budget, financing and vehicle questions your buyers ask. Give your dealership more opportunities to enter their shortlist.

A starting point from your scan

“Which used Honda models hold up best? I'm shopping.”

MONTH 6

Strengthen your presence

See where you’re getting named and where competitors still appear. Improve the content that can help close those gaps.

MONTH 12

See what the channel delivers

Review your visibility trend and confirmed AI referrals and enquiries. Your content keeps working beyond individual vehicle listings.

Core You request content; review drafts before publication.Pro We discover opportunities; publish as you authorize.

Illustrative progression; results vary. Timing starts after feed connection and confirmed facts. Content pace depends on your plan and approvals; AI engines choose what to cite.

Make the next move

Give D1 AUTO CREDIT a stronger
place to be discovered.

Flat per rooftop. Any lot size. No per-lead charges.

24-month introductory rate lock · checkout by December 31, 2026
Core (introductory rate)Start here

Build the sources.

Enriched inventory + buying answers. You review before publication.

$249/ month

Billed monthly · per rooftop · taxes extra

Set up D1 AUTO CREDIT’s AI presence ↗

Dealership setup first. Confirm your plan before payment.

  • ✓Always-on vehicle enrichment
  • ✓Grounded answer drafts on request
  • ✓Review before publication; factual maintenance
  • ✓Up to 6 visibility queries, checked weekly
  • ✓Direct CRM enquiry delivery

Rate locked 24 months while continuously subscribed, then standard Core pricing. Current monthly reference: $499/mo.

Pro (introductory rate)Automate the channel

Keep finding the openings.

Core + automated opportunities and publication you authorize.

$499/ month

Billed monthly · per rooftop · taxes extra

Set up D1 AUTO CREDIT’s AI presence ↗

Dealership setup first. Confirm your plan before payment.

  • ✓Everything in Core
  • ✓Automated content opportunity discovery
  • ✓Automatic publication with your authorization
  • ✓Up to 20 visibility queries, checked weekly
  • ✓Custom domain + multi-rooftop management

Rate locked 24 months while continuously subscribed, then standard Pro pricing. Current monthly reference: $699/mo.

Free

$0 / month

Inventory visibility only. Helps AI assistants find and read your vehicles.

No buying-answer pages, ongoing visibility tracking or content automation. AI-Ready Score badge required.
Start free
Your current website staysConnected stock stays currentYour dealership gets the enquiries

Before you get started

Common questions, answered.

+

Are you replacing our website?

No. VIN Index publishes a dealer-branded inventory and answer presence alongside your existing site and provider.

What do you need from us?

Your confirmed dealership facts and an authorized inventory feed. Feed connection comes before live vehicle publication.

Where do the customers go?

Vehicle enquiries go directly to your dealership’s CRM on paid plans. VIN Index charges no per-lead fees.

Will this guarantee AI mentions?

No. We improve the accuracy, usefulness and readability of your sources, and track measured results. AI engines choose their answers.

Work outside VIN Index

Your agent can handle
the work on other sites.

VIN Index handles your inventory and content. Your personal agent can help with the work on other sites—profile corrections, editorial outreach and new listings.

Dots character
DotsOpenAI
Grokbot character
GrokbotxAI
Muse character
MuseMeta
Hermes character
HermesNous Research

Choose a task below, copy the brief, and paste it into your agent. You review any updates or outreach before it acts.

01

Correct contact details

Check addresses and phone numbers against your confirmed facts. Prepare corrections for any verified conflicts.

Conflicts require verification
02

Contact cited listicles

Ask your agent to find relevant editorial guides, check eligibility and draft an inclusion enquiry.

Publisher research needed
03

Find relevant listings

Check existing profiles and eligible sites. Prepare missing dealership listings using your confirmed details.

Listing opportunities require verification
Saved website scan · Oct 18, 2026

The technical proof, when you want it.

C 53/100+
Page rendering

Can AI read your vehicle pages?

  • Bytes returned to a no-JS crawler fetch147,303 chars of HTML
  • Vehicles readable in that HTMLYes
Structured data

Can AI trust your vehicle facts?

  • Vehicle (schema.org)Not found
  • Offer / priceNot found
  • AutoDealer / OrganizationNot found
  • Valid JSON-LD blocks0
Agentic capability

Can AI do anything with your inventory?

  • Search your inventory by criteriaNone detected
  • Get a single vehicle by VINNone detected
  • Real-time availabilityNone detected
  • Financing scenariosNone detected
  • Trade-in appraisalNone detected
  • Structured lead with attributionNone detected
  • Zero-setup discovery filesNone detected
  • ChatGPT Shopping feedNot externally detectable
  • Copilot / UCP feedNot externally detectable
Robots / crawler access

Is AI even allowed in?

  • ChatGPT's training crawler (GPTBot)Allowed
  • ChatGPT's search crawler (OAI-SearchBot)Allowed
  • ChatGPT's live fetcher (ChatGPT-User)Allowed
  • Claude's training crawler (ClaudeBot)Allowed
  • Claude's search crawler (Claude-SearchBot)Allowed
  • Perplexity's search crawler (PerplexityBot)Allowed
  • Gemini's training crawler (Google-Extended)Allowed
  • Google's search crawler (Googlebot)Allowed
llms.txt / sitemap / discovery

Can AI discover you the modern way?

  • /llms.txtNot found
  • /.well-known/mcp.jsonNot found
  • /.well-known/agent-card.jsonNot found
  • /.well-known/ucpNot found
  • <link rel="mcp-server">Not found
  • <link rel="agent-card">Not found
  • Sitemap lists vehicle pages8899 VDP URLs
Content quality

Is your vehicle text worth citing?

  • Citation-readiness score4 / 100
  • Example improvementInstead of '2015 Subaru Forester 2.5i Premium $14,900', include: '2015 Subaru Forester 2.5i Premium $14,900 | 89,234 miles | Automatic | All-Wheel Drive | Silver | Clean title | Recent brake service | 3,000-mile/90-day warranty included | VIN: JF2SJVVC3FH...'

8 of 8 crawler HTTP checks returned access. Robots permissions and HTTP access are separate checks; technical findings do not establish the cause of an AI omission.