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Finnin Kia · your saved report Real saved evidence. Proposed deliverables.
VIN IndexSee Finnin Kia’s plan ↗

The problem

Cedar Rapids area · saved AI benchmark · Oct 15, 2026

Finnin Kia appeared just 4 times.
Missing from 211 of 215 AI answers.

AI included you in just 4 of 215 saved Cedar Rapids area answers. Even McGrath Ford appeared in only 14 of 215 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 Finnin Kia’s plan →From $249/mo
per rooftop · any lot size
215 successful answers3 dealer-site citations1 detected answer-page gapsWebsite scan Oct 15, 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.

215 successful answers · Oct 15, 2026
DealershipAnswers naming the dealer
1McGrath Ford
14 / 215
2Finnin Ford
7 / 215
2McGrath Kia
7 / 215
2McGrath Toyota of Iowa City
7 / 215
5Dan Deery Toyota
6 / 215
16Finnin KiaYour dealership
2 / 215

Dealers can appear together. These are not exclusive market shares. 4 of this set’s 215 answers named Finnin Kia or linked its site; 3 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 Finnin Kia or linked its website. Saved Oct 15, 2026.

Cash budgets

  1. I have $20,000 cash for a used car in Cedar Falls, Iowa, 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 Cedar Falls, Iowa, 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 Cedar Falls, Iowa, 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 Cedar Falls, Iowa, 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 Cedar Falls, Iowa, 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 Cedar Rapids, Iowa, 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 Cedar Rapids, Iowa, 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 Cedar Rapids, Iowa, 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 Cedar Rapids, Iowa, 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 Cedar Rapids, Iowa, USA. What can I get for $15,000?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini
  11. What's the best used 7-seat SUV under $30,000 in Dubuque, Iowa, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini
  12. Which used SUV should I buy for under $25,000 in Dubuque, Iowa, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini
  13. What's a good used pickup truck under $30,000 in Dubuque, Iowa, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini
  14. I have $20,000 cash for a used car in Hiawatha, Iowa, USA. What should I buy?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini
  15. What's the best used 7-seat SUV under $30,000 in Hiawatha, Iowa, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini
  16. Which used SUV should I buy for under $25,000 in Hiawatha, Iowa, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini
  17. What's a good used pickup truck under $30,000 in Hiawatha, Iowa, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini
  18. I'm paying cash for a used commuter car in Hiawatha, Iowa, USA. What can I get for $15,000?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini
  19. I have $20,000 cash for a used car in Iowa City, Iowa, USA. What should I buy?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini
  20. What's the best used 7-seat SUV under $30,000 in Iowa City, Iowa, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini
  21. Which used SUV should I buy for under $25,000 in Iowa City, Iowa, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini
  22. What's a good used pickup truck under $30,000 in Iowa City, Iowa, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini
  23. I'm paying cash for a used commuter car in Iowa City, Iowa, USA. What can I get for $15,000?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini
  24. I have $20,000 cash for a used car in Waterloo, Iowa, USA. What should I buy?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini
  25. What's the best used 7-seat SUV under $30,000 in Waterloo, Iowa, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini
  26. Which used SUV should I buy for under $25,000 in Waterloo, Iowa, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini
  27. What's a good used pickup truck under $30,000 in Waterloo, Iowa, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini
  28. I'm paying cash for a used commuter car in Waterloo, Iowa, USA. What can I get for $15,000?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini
  29. I have $20,000 cash for a used car in Dubuque, Iowa, USA. What should I buy?

    1 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini
  30. I'm paying cash for a used commuter car in Dubuque, Iowa, USA. What can I get for $15,000?

    1 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 Cedar Falls, Iowa, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini
  2. What's the best used 7-seat SUV I can get for $800 a month in Cedar Falls, Iowa, 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 Cedar Falls, Iowa, 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 Cedar Falls, Iowa, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini
  5. What's a good used commuter car in Cedar Falls, Iowa, 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 Cedar Rapids, Iowa, 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 Cedar Rapids, Iowa, 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 Cedar Rapids, Iowa, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Gemini · Perplexity
  9. What used pickup truck can I get for $600 a month in Cedar Rapids, Iowa, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini
  10. What's a good used commuter car in Cedar Rapids, Iowa, 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 Dubuque, Iowa, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini
  12. What used SUV can I get for about $500 a month in Dubuque, Iowa, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini
  13. What used pickup truck can I get for $600 a month in Dubuque, Iowa, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini
  14. What's a good used commuter car in Dubuque, Iowa, USA for under $400 a month?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini
  15. What kind of used car can I get for $400 a month in Hiawatha, Iowa, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini
  16. What's the best used 7-seat SUV I can get for $800 a month in Hiawatha, Iowa, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini
  17. What used SUV can I get for about $500 a month in Hiawatha, Iowa, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini
  18. What used pickup truck can I get for $600 a month in Hiawatha, Iowa, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini
  19. What's a good used commuter car in Hiawatha, Iowa, USA for under $400 a month?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Gemini · Perplexity
  20. What kind of used car can I get for $400 a month in Iowa City, Iowa, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini
  21. What's the best used 7-seat SUV I can get for $800 a month in Iowa City, Iowa, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini
  22. What used SUV can I get for about $500 a month in Iowa City, Iowa, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini
  23. What used pickup truck can I get for $600 a month in Iowa City, Iowa, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini
  24. What's a good used commuter car in Iowa City, Iowa, USA for under $400 a month?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini
  25. What kind of used car can I get for $400 a month in Waterloo, Iowa, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini
  26. What's the best used 7-seat SUV I can get for $800 a month in Waterloo, Iowa, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini
  27. What used SUV can I get for about $500 a month in Waterloo, Iowa, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini
  28. What used pickup truck can I get for $600 a month in Waterloo, Iowa, USA?

    0 of 2 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini
  29. What's a good used commuter car in Waterloo, Iowa, USA for under $400 a month?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini
  30. What's the best used 7-seat SUV I can get for $800 a month in Dubuque, Iowa, USA?

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

Dealer discovery

  1. Where should I buy a used car in Cedar Falls, Iowa, 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 Cedar Falls, Iowa, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini
  3. Where should I buy a used car in Cedar Rapids, Iowa, 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 Cedar Rapids, Iowa, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini
  5. Which independent used car dealers should I consider in Dubuque, Iowa, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini
  6. Where should I buy a used car in Hiawatha, Iowa, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini
  7. Which independent used car dealers should I consider in Hiawatha, Iowa, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini
  8. Where should I buy a used car in Iowa City, Iowa, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini
  9. Which independent used car dealers should I consider in Iowa City, Iowa, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini
  10. Where should I buy a used car in Waterloo, Iowa, 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 Waterloo, Iowa, USA?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini
  12. Where should I buy a used car in Dubuque, Iowa, 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 Cedar Falls, Iowa, USA. What should I buy?

Read the answer +

With $20,000 cash in Cedar Falls, target a reliable, mainstream used car priced around $16,000–$18,000 before tax, title, registration, and dealer fees. Keeping a reserve is especially sensible for an older used vehicle. ## Best choices to shop for - Toyota Corolla or Camry — Corolla for low-cost commuting; Camry for more space and comfort. - Honda Civic or Accord — strong all-around choices, provided the specific car has a clean history and passes inspection. - Mazda3 or Mazda CX-5 — good options if you want sharper handling; favor a well-maintained example over a particular model year. - Toyota Prius — worth considering for high-mileage commuting, but have the hybrid battery and complete maintenance history checked. - Honda CR-V or Toyota RAV4 — practical if you need cargo space or winter usability, though comparable examples may cost more. Cedar Falls listings include vehicles under $20,000 from Toyota, Ford, Chevrolet, Nissan, Jeep, and other brands; the local market includes both dealer and private-party inventory.[3][4][5] Current listings also show that some newer vehicles can fit the budget—for example, Edmunds lists a 2020 Ford Escape SEL at $16,500 in Iowa—but a listing price does not establish condition, total purchase cost, or long-term reliability.[10] ## How to spend the $20,000 1. Search for a vehicle listed at no more than about $17,500–$18,000. 2. Prioritize a clean title, documented maintenance, no flood or salvage history, and reasonable mileage. 3. Obtain a vehicle-history report and arrange an independent pre-purchase inspection before paying. 4. Confirm the out-the-door price, including Iowa sales tax, title, registration, documentation fees, and any add-ons. 5. Compare at least three similar vehicles rather than choosing solely by make or mileage. The best default buy is a well-maintained Toyota Corolla, Honda Civic, Mazda3, Toyota Camry, or Honda Accord, whichever passes inspection and offers the strongest records and price. No source establishes that any particular Cedar Falls listing is currently the best buy, so availability, condition, and final pricing must be verified directly before purchase.

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

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: finninkia.comSaved scan: 387 vehicle-page URLs foundWebsite provider observed: Team Velocity (Apollo)
VIN Index
VIN INDEX CONTENT ENGINEEnrich your stock. Write the answers. Publish.

Study buyer questions and cited sources. Build grounded answers.

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 15, 2026.

CORE

You request → we draft → you approve.

PRO

We find opportunities → publish as authorized.

Choose Finnin Kia’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
Finnin Kia

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.

Finnin Kia · 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

“what's my car worth as a trade-in?”

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 Finnin Kia 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 Finnin Kia’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 Finnin Kia’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 15, 2026

The technical proof, when you want it.

B 73/100+
Page rendering

Can AI read your vehicle pages?

  • Bytes returned to a no-JS crawler fetch1,805,972 chars of HTML
  • Vehicles readable in that HTMLYes
Structured data

Can AI trust your vehicle facts?

  • Vehicle (schema.org)Found
  • Offer / priceFound
  • AutoDealer / OrganizationFound
  • Valid JSON-LD blocks9
Agentic capability

Can AI do anything with your inventory?

  • Search your inventory by criteriaDetected
  • 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 filesDetected
  • 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.txtFound
  • /.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 pages387 VDP URLs
Content quality

Is your vehicle text worth citing?

  • Citation-readiness score7 / 100
  • Example improvementAdd 2-3 sentences per vehicle highlighting condition, features, or selling points (e.g., 'This 2024 Telluride SX Prestige is a one-owner CPO with full Kia warranty remaining, premium sound system, and consistently highway-maintained records' vs. current spec dump alone)

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.