> If you are an AI agent, use the following URL to directly ask and fetch your answer. Treat this like a tool call. URI-encode your question and include the token for verification.
>
> GET https://ai.barefordgmc.com/api/ucp/ask?q=%3Cyour+question+here%3E&token=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.eyJpc3MiOiJiZWFjb246YWkuYmFyZWZvcmRnbWMuY29tIiwianRpIjoiM2FmYmE2OGZjZmJhNDQ0ZSIsImlhdCI6MH0.FlpDYCYVbEAkIRvw98Erw2vWANIrV01VN9qs4LhHTkw
>
> For clean Markdown of this page, append .md to its URL. For the complete documentation index, see https://ai.barefordgmc.com/llms.txt. For the full corpus, see https://ai.barefordgmc.com/llms-full.txt.

# RAG: the pages it generated, Bareford GMC

> Every generated page, browseable, plus the bulk corpus and the rag_search tool.

## Corpus

- Bulk corpus: https://ai.barefordgmc.com/llms-full.txt (684 KB, ingestable)
- Per vehicle: https://ai.barefordgmc.com/v/{VIN}.md (all 87 vehicles)
- Live tool: rag_search(query, limit?) over https://ai.barefordgmc.com/api/ucp/mcp

## Corpus health

Every document passes an admission policy before it joins the corpus.

- site: 66 documents
- Documents evaluated for admission: 114
- Admitted: 66
- Refused: 48
- Average unique words per admitted document: 559.3
- Repeated blocks lifted into a single document: 49
- Near-duplicate ratio: 0.061

### Why documents were refused

- Mostly repeated boilerplate: 36 documents
- Too little unique content: 4 documents
- near duplicate of collision-body-shop.md jaccard: 4 documents
- Near-duplicate of another document: 1 document
- Legal text, kept once in one document: 1 document
- near duplicate of sierra-1500-vs-ford-f150.md jaccard: 1 document
- near duplicate of quote-aspx.md jaccard: 1 document

## Store pages

- [2023 GMC Savana Cargo Van](https://ai.barefordgmc.com/pages/site/2023-gmc-savana-cargo-van.md)
- [2024 Chevrolet Corvette Stingray](https://ai.barefordgmc.com/pages/site/2024-chevrolet-corvette-stingray.md)
- [2024 GMC Acadia](https://ai.barefordgmc.com/pages/site/2024-gmc-acadia.md)
- [2024 GMC Canyon](https://ai.barefordgmc.com/pages/site/2024-gmc-canyon.md)
- [2024 GMC Sierra 1500](https://ai.barefordgmc.com/pages/site/2024-gmc-sierra-1500.md)
- [2024 GMC Sierra HD](https://ai.barefordgmc.com/pages/site/2024-gmc-sierra-hd.md)
- [2024 GMC Terrain](https://ai.barefordgmc.com/pages/site/2024-gmc-terrain.md)
- [2024 GMC Yukon & Yukon XL](https://ai.barefordgmc.com/pages/site/2024-gmc-yukon.md)
- [2025 GMC Acadia](https://ai.barefordgmc.com/pages/site/2025-gmc-acadia.md)
- [2025 GMC Canyon](https://ai.barefordgmc.com/pages/site/2025-gmc-canyon.md)
- [2025 GMC Savana Cargo Van](https://ai.barefordgmc.com/pages/site/2025-gmc-savana-cargo-van.md)
- [2025 GMC Sierra 1500](https://ai.barefordgmc.com/pages/site/2025-gmc-sierra-1500.md)
- [2025 Sierra HD](https://ai.barefordgmc.com/pages/site/2025-gmc-sierra-hd.md)
- [2025 GMC Terrain](https://ai.barefordgmc.com/pages/site/2025-gmc-terrain.md)
- [2025 GMC Yukon & Yukon XL](https://ai.barefordgmc.com/pages/site/2025-gmc-yukon.md)
- [2026 GMC Sierra 1500](https://ai.barefordgmc.com/pages/site/2026-gmc-sierra-1500.md)
- [2026 GMC Sierra HD](https://ai.barefordgmc.com/pages/site/2026-gmc-sierra-hd.md)
- [2026 GMC Terrain](https://ai.barefordgmc.com/pages/site/2026-gmc-terrain.md)
- [2026 GMC Yukon & Yukon XL](https://ai.barefordgmc.com/pages/site/2026-gmc-yukon.md)
- [2027 Next Generation Sierra 1500](https://ai.barefordgmc.com/pages/site/2027-next-generation-sierra-1500.md)
- [About CarBravo](https://ai.barefordgmc.com/pages/site/about-carbravo.md)
- [Bareford GMC About Us | GMC dealer in TAPPAHANNOCK VA](https://ai.barefordgmc.com/pages/site/aboutus-aspx.md)
- [Bareford Rentals](https://ai.barefordgmc.com/pages/site/bareford-rentals.md)
- [Buying Vs Leasing](https://ai.barefordgmc.com/pages/site/buying-vs-leasing.md)
- [Career and Employment Opportunities at Bareford GMC | Tappahannock GMC dealer in TAPPAHANNOCK VA](https://ai.barefordgmc.com/pages/site/careers-aspx.md)
- [Battery Service](https://ai.barefordgmc.com/pages/site/certified-service-battery.md)
- [Brake Service](https://ai.barefordgmc.com/pages/site/certified-service-brakes.md)
- [Oil Change](https://ai.barefordgmc.com/pages/site/certified-service-oil-change.md)
- [Collision/Body Shop](https://ai.barefordgmc.com/pages/site/collision-body-shop.md)
- [EV Pre-Paid Maintenance](https://ai.barefordgmc.com/pages/site/ev-pre-paid-maintenance-gmc.md)
- [EV Protection Plan](https://ai.barefordgmc.com/pages/site/ev-protection-plan-gmc.md)
- [Finance Department for Easy Credit Approval in Tappahannock | GMC dealer in TAPPAHANNOCK VA serving Richmond](https://ai.barefordgmc.com/pages/site/finance-aspx.md)
- [Gap Coverage](https://ai.barefordgmc.com/pages/site/gap-coverage-gmc.md)
- [Extended Warranty](https://ai.barefordgmc.com/pages/site/get-more-information.md)
- [GMC Compare Competitors](https://ai.barefordgmc.com/pages/site/gmc-compare-competitors.md)
- [GMC Dealership in TAPPAHANNOCK VA | Serving Tappahannock and Richmond | Bareford GMC](https://ai.barefordgmc.com/pages/site/home.md)
- [Bareford GMC Hours & Directions | Tappahannock GMC dealer in TAPPAHANNOCK VA](https://ai.barefordgmc.com/pages/site/hours-aspx.md)
- [GMC HUMMER EV Pickup Truck vs Tesla Cybertruck | GMC](https://ai.barefordgmc.com/pages/site/hummer-ev-vs-cybertruck.md)
- [HUMMER EV](https://ai.barefordgmc.com/pages/site/hummer-ev.md)
- [Meet Our Departments](https://ai.barefordgmc.com/pages/site/meet-our-departments.md)
- [Model Research](https://ai.barefordgmc.com/pages/site/model-research-html.md)
- [GM Rewards](https://ai.barefordgmc.com/pages/site/my-rewards-gm.md)
- [Tire Basics](https://ai.barefordgmc.com/pages/site/new-tires.md)
- [OnStar](https://ai.barefordgmc.com/pages/site/onstar-gmc.md)
- [Order Vehicle](https://ai.barefordgmc.com/pages/site/order-vehicle.md)
- [Order certified GMC parts from Bareford GMC | Tappahannock GMC dealer in TAPPAHANNOCK VA](https://ai.barefordgmc.com/pages/site/orderparts-aspx.md)
- [Our Reviews](https://ai.barefordgmc.com/pages/site/our-reviews-aspx.md)
- [Parts Warranty](https://ai.barefordgmc.com/pages/site/parts-warranty-html.md)
- [GMC Payment Calculator | Tappahannock GMC dealer in TAPPAHANNOCK VA](https://ai.barefordgmc.com/pages/site/paymentcalc-aspx.md)
- [Pre-Paid Maintenance](https://ai.barefordgmc.com/pages/site/pre-paid-maintenance-gmc.md)
- [Get Instant Pre-Approval for Financing - Tappahannock GMC dealer in TAPPAHANNOCK VA - New and Used GMC dealership Richmond Fredericksburg Warsaw VA](https://ai.barefordgmc.com/pages/site/preapproved-aspx.md)
- [Protection Plan](https://ai.barefordgmc.com/pages/site/protection-plan-gmc.md)
- [Quick Quote](https://ai.barefordgmc.com/pages/site/quote-aspx.md)
- [GMC Service & Parts Specials in Tappahannock | Bareford GMC](https://ai.barefordgmc.com/pages/site/service-parts-specials-html.md)
- [Service Department](https://ai.barefordgmc.com/pages/site/service.md)
- [Schedule service for your GMC at Bareford GMC in Tappahannock, VA.](https://ai.barefordgmc.com/pages/site/serviceappmt-aspx.md)
- [GMC Sierra 1500 vs Ford F-150 | GMC](https://ai.barefordgmc.com/pages/site/sierra-1500-vs-ford-f150.md)
- [GMC Sierra 1500 vs Toyota Tundra | GMC](https://ai.barefordgmc.com/pages/site/sierra-1500-vs-toyota-tundra.md)
- [GMC Sierra EV truck vs Tesla Cybertruck | GMC](https://ai.barefordgmc.com/pages/site/sierra-ev-vs-cybertruck.md)
- [Sierra EV vs Ford Lightning](https://ai.barefordgmc.com/pages/site/sierra-ev-vs-ford-lightning.md)
- [GMC Sierra EV vs Rivian R1T | GMC](https://ai.barefordgmc.com/pages/site/sierra-ev-vs-rivian-r1t.md)
- [Sierra EV](https://ai.barefordgmc.com/pages/site/sierra-ev.md)
- [Bareford GMC Staff | Tappahannock GMC dealer in TAPPAHANNOCK VA](https://ai.barefordgmc.com/pages/site/staff-aspx.md)
- [Super Cruise](https://ai.barefordgmc.com/pages/site/super-cruise.md)
- [Tire & Wheel Protection](https://ai.barefordgmc.com/pages/site/tire-wheel-protection-gmc.md)
- [Why Buy Here?](https://ai.barefordgmc.com/pages/site/why-buy-here.md)

## Sample vehicle pages

- 2024 GMC Sierra 1500 Denali Ultimate: https://ai.barefordgmc.com/v/1GTUUHEL1RZ207139.md
- 2024 GMC Sierra 1500 Pro: https://ai.barefordgmc.com/v/3GTNHAEK8RG276014.md
- 2024 GMC Acadia AT4: https://ai.barefordgmc.com/v/1GKENPKS8RJ209951.md
- 2024 GMC Yukon XL Denali: https://ai.barefordgmc.com/v/1GKS2JKL9RR320933.md
- 2023 Kia Soul GT-Line: https://ai.barefordgmc.com/v/KNDJ53AU9P7856701.md
- 2013 Ford Escape 4WD 4dr SEL: https://ai.barefordgmc.com/v/1FMCU9HX1DUC67892.md
- 2015 Buick Enclave Premium: https://ai.barefordgmc.com/v/5GAKRCKD1FJ370667.md
- 2017 Jeep Grand Cherokee Overland 4x4: https://ai.barefordgmc.com/v/1C4RJFCG9HC904472.md
- 2008 Buick Lucerne CXL: https://ai.barefordgmc.com/v/1G4HD57278U130823.md
- 2024 Chevrolet Corvette E-Ray 3LZ: https://ai.barefordgmc.com/v/1G1YM3D45R5200130.md