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Jim Keay Ford · your saved report Real saved evidence. Proposed deliverables.
VIN IndexSee Jim Keay Ford’s plan ↗

The problem

Orléans · saved AI benchmark · Sep 29, 2026

Jim Keay Ford appeared just 3 times.
Missing from 33 of 36 AI answers.

AI included you in just 3 of 36 saved Orléans answers. Even Orleans Toyota appeared in only 10 of 36 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 Jim Keay Ford’s plan →From $249/mo
per rooftop · any lot size
36 successful answers3 dealer-site citations2 detected answer-page gapsWebsite scan Sep 7, 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.

36 successful answers · Sep 29, 2026
DealershipAnswers naming the dealer
1Orleans Toyota
10 / 36
2Orléans Honda
6 / 36
3Driveo Auto Sales
5 / 36
4Car-On Auto Sales
3 / 36
4Myers Orléans Nissan
3 / 36
6Jim Keay FordYour dealership
2 / 36

Dealers can appear together. These are not exclusive market shares. 3 of this set’s 36 answers named Jim Keay Ford or linked its site; 3 linked an owned site.

See all 12 saved questions

These are the questions behind the leaderboard, grouped by buyer intent. Counts show answers that named Jim Keay Ford or linked its website. Saved Sep 29, 2026.

Cash budgets

  1. I have CAD $20,000 cash to spend on a used car in Orléans, Ontario, Canada. What should I buy?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini
  2. What's the best used seven-passenger SUV under CAD $30,000 in Orléans, Ontario, Canada?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini
  3. What used SUV should I buy for under CAD $25,000 in Orléans, Ontario, Canada?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini
  4. I need a used AWD vehicle for winter in Orléans, Ontario, Canada. What's a good option under CAD $25,000?

    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 Orléans, Ontario, Canada. What can I get for CAD $15,000?

    2 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 CAD $400 a month in Orléans, Ontario, Canada?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini
  2. What's the best used seven-passenger SUV I can get for CAD $800 a month in Orléans, Ontario, Canada?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini
  3. What used SUV can I get for around CAD $500 a month in Orléans, Ontario, Canada?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini
  4. I need a used AWD vehicle for winter in Orléans, Ontario, Canada. What can I get for CAD $600 a month?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini
  5. What's a good used car for commuting in Orléans, Ontario, Canada for under CAD $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 Orléans, Ontario, Canada?

    0 of 3 successful answers named your dealership or linked its siteChatGPT · Perplexity · Gemini
  2. Which independent used car dealerships should I consider in Orléans, Ontario, Canada?

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

I have CAD $20,000 cash to spend on a used car in Orléans, Ontario, Canada. What should I buy?

Read the answer +

With CAD $20,000 cash in Orléans, Ontario, the safest “buy” is usually a compact sedan or hatchback from a mainstream brand—specifically a Honda Civic, Toyota Corolla, Mazda3, Hyundai Elantra, or Kia Forte/Soul if you find one with reasonable mileage and a clean history. In local Orléans listings, those models show up under your budget, including examples like a 2018 Honda Civic LX at $19,995, 2017 Toyota Corolla LE at $16,750, 2019 Mazda3 GS at $18,999, 2020 Hyundai Elantra Preferred at $18,300, and 2020 Kia Forte EX at $18,600.[2][3] If you want the best all-around choice, I would prioritize: - Honda Civic - Toyota Corolla - Mazda3 These are the strongest “buy it and keep it” options in the results because they combine mainstream availability, good fuel economy, and strong resale appeal in the local market; Orléans Kia explicitly frames the Civic and Corolla as value picks under $20K, and also lists the Mazda3 as a recommended under-$20K option.[2][3] If you want the most practical deal, the best value is often a 2020 Hyundai Elantra Preferred or 2021 Kia Forte EX because they are newer than many similarly priced rivals in the local listings and still stay under budget.[2][3] If you want an SUV/crossover, the best fit under $20K from the local results is usually the Kia Soul or Mazda CX-3 AWD rather than a larger SUV, because those are shown under budget and are easier to buy safely at this price point; Orléans Kia lists a 2019 Kia Soul EX at $18,990 and a 2018 Mazda CX-3 GS AWD at $19,800.[2] A simple buying rule for your situation: - Buy the cleanest, best-maintained Civic/Corolla/Mazda3 you can find first. - If those are too expensive or too high-mileage, move to Elantra or Forte. - If you need cargo height or winter-friendly ride position, consider Soul or CX-3.[2][3] A few important cautions for a cash buyer in Ontario: - The prices shown in the listings are generally before HST and licensing, so your all-in cost will be higher than $20,000.[2][3] - Check for a clean Carfax/history report, service records, and a pre-purchase inspection before buying. - In this budget, I would avoid buying a premium brand or a large SUV unless the maintenance history is exceptionally strong, because the risk of higher repair costs tends to rise as the vehicles get older and heavier use is more common in this price band; that part is a practical inference from the market mix shown in the listings, not a claim from the sources.[1][2][3] If you want, I can turn this into a ranked shortlist of the 5 best used cars for your exact needs—for example, best for reliability, best for winter, best for fuel economy, or best SUV.

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: jimkeayford.comSaved scan: 17,110 vehicle-page URLs foundWebsite provider observed: D2C Media
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 · Sep 7, 2026.

CORE

You request → we draft → you approve.

PRO

We find opportunities → publish as authorized.

Choose Jim Keay Ford’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
Jim Keay Ford

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.

Jim Keay Ford · 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

“good used cars under $30,000 in Orleans”

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 Jim Keay Ford 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 Jim Keay Ford’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 Jim Keay Ford’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
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 · Sep 7, 2026

The technical proof, when you want it.

C 60/100+
Page rendering

Can AI read your vehicle pages?

  • Perplexity's search crawler (PerplexityBot)Refused at the network layer
  • Bytes returned to a no-JS crawler fetch1,550,054 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 blocks6
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 pages17110 VDP URLs
Content quality

Is your vehicle text worth citing?

  • Citation-readiness score2 / 100
  • Example improvementReplace generic listings like '2026 Escape starting at $46,994' with complete details like '2026 Ford Escape SEL AWD, 12,450 miles, $46,994, VIN: 1FMCU0HD6LUC12345, Certified Pre-Owned, Navigation Package' to make each vehicle quotable and fact-checkable

6 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.