VERIFIED

AI-Powered Provenance Verification

Know What
You're Buying.

Before you waste your time or wire money, run a pre-check. Instant authenticity scoring, risk flags, and photo freshness checks for serious collectors of American muscle and vintage motorcycles.

Start VerificationSee How It Works

AI-powered informational tool only. Not a substitute for professional inspection, title search, or legal advice.

Authenticity Scoring
VIN & Stamp Analysis
Photo Freshness Check
Risk Flag Detection
Clone & Fraud Indicators
Export PDF Report

Start your verification

Tell us about the vehicle.

Answer four quick questions. We'll assemble your full verification request and send it to MotoForge — ready to run.

01Vehicle
02Listing
03Concerns
04Review
Step 1 of 4
What are you looking at?
Year, make, model, and any claimed trim or package details from the listing.
Step 2 of 4
Paste the listing text.
Copy everything the seller wrote — description, claimed options, condition notes, history. The more you paste, the sharper the analysis.
Step 3 of 4
What's nagging at you?
Select everything that's raised a flag for you — or just add your own note below.
Step 4 of 4 — Review before sending
Ready to verify.
Click Run Verification — Poe opens and your request is copied. In Poe, paste (Ctrl+V · ⌘V · long-press on mobile) and hit send. Then upload your photos directly in Poe using the attachment icon — MotoForge will include them in the analysis.
Step 1: Copy & paste this into Poe · Step 2: Attach photos in Poe chat
Vehicle
VIN & Asking Price
Listing source
Listing text (preview)
Flagged concerns

Your request is copied automatically. In Poe: paste and send, then attach your photos using the ⊕ icon in the chat. MotoForge analyzes both text and images. A free Poe account is required.

Three steps.
One verdict.

01
Paste the listing

Copy the full listing text, VIN, and any seller details directly into MotoForge. No account, no form — just paste and go.

02
Upload the photos

Drop in the seller's photos. MotoForge checks for EXIF data, freshness indicators, reuse patterns, and visual inconsistencies with the stated year and condition.

03
Get your verdict

Receive a scored report with provenance summary, risk flags, photo freshness assessment, and a clear recommendation — all based solely on what you provided.

Built for the
serious buyer.

Score
Authenticity Score

A 0–100 confidence rating based on internal consistency of the data and images you provide. No guessing, no external databases — just the evidence you submit.

Flags
Risk Flag Detection

Identifies VIN inconsistencies, stamp anomalies, option code mismatches, and clone indicators specific to high-demand models — 1960s–1970s American muscle and vintage motorcycles.

Photos
Photo Freshness Check

Checks EXIF metadata, visual age indicators, and reuse patterns. Flags photos that may have been lifted from a prior listing or don't match the claimed era and location.

Export
PDF Report Export

Generate a full formatted verification report you can save, share with a co-buyer, or bring to an in-person inspection. Your data stays in your session — we don't store it.

Seller
Seller Photo Request

MotoForge drafts a ready-to-send message requesting fresh timestamped photos and a walk-around video from the seller — standard practice for serious buyers.

Bundle
Multi-Vehicle Compare

Verify two vehicles in the same session and compare them side by side. Useful when choosing between two listings or evaluating a dealer's inventory.

What a MotoForge report looks like.

Every verification returns a structured report — consistent format, clear findings, no ambiguity. Export it, share it, or bring it to the inspection.

Run Your Own →
VEHICLE1969 Dodge Charger R/T
VIN PROVIDEDXS29R9●●●●●●
PHOTOS ANALYZED4 images

61/100
AUTHENTICITY SCORE

STAMP FONT⚑ Inconsistent depth
PHOTO FRESHNESS⚑ No EXIF detected
OPTION CODES✓ Consistent
TITLE STATE✓ Matches claimed

⚑ Risk: Request fresh timestamped photos before proceeding. Recommend in-person VIN stamp inspection by Mopar specialist.

For sellers

Serious buyers
do their homework.
Beat them to it.

Share a MotoForge verification report with your listing and you've already answered the question every serious buyer is asking. No back-and-forth. No low-ball offers from buyers hiding behind doubt. Just a clean, credible listing that stands on its own.

Verify Your Listing
01
Filter unserious buyers early

A verified listing attracts collectors who know what they're looking at. Tire-kickers move on. Real buyers engage faster.

02
Justify your asking price

A scored report with clean risk flags gives buyers documented confidence. Confidence closes deals — and protects your number.

03
Share instantly, anywhere

Generate a shareable summary in one command. Post it alongside your listing on BaT, Facebook, Craigslist, or anywhere you sell.

What collectors
ask us most.

Your first few verifications are free. MotoForge runs on Poe, which gives every user a free daily message allowance. You can run a full verification — score, risk flags, photo check, and recommendation — within that free limit at no cost.

If you're doing multiple verifications or heavy research, Poe's subscription is $19.99/month and gives you expanded access across all models including MotoForge. For a buyer doing due diligence on a $50,000–$200,000 vehicle, that's a rounding error on the deal.
Yes — Poe requires a free account to chat with any bot. Signing up takes under a minute with a Google or Apple account. No credit card required to access MotoForge's free tier. Create the account and you're in immediately.
MotoForge works with whatever you paste or upload in the conversation. Paste a listing description and it checks internal consistency — stated year vs. described features, claimed options vs. trim codes, price vs. condition. Upload photos and it analyzes EXIF metadata, visual age indicators, lighting anomalies, compression artifacts, and signs of image reuse from prior listings.

It does not access external databases, registries, or auction records. Everything is based solely on what you provide — which is also what keeps it grounded and legally defensible.
Important

No — and we're direct about that. MotoForge is a pre-screening tool, not a substitute for a professional in-person appraisal, certified inspection, or title search. Think of it as the due diligence you do before deciding whether a vehicle is worth the cost of a formal inspection.

If MotoForge flags significant risk, that's a signal to dig deeper — or walk away. If it comes back clean, you have structured evidence to support your next step. Serious money should always involve a qualified specialist and a proper title search.
MotoForge's pattern recognition is sharpest for 1960s–1970s American muscle and vintage American motorcycles — the highest-fraud, highest-value segment of the collector market. This is where clone risk, VIN fraud, and option code manipulation are most prevalent, and where MotoForge's analysis is most precise.

That said, MotoForge can analyze any collectible vehicle listing you provide — European classics, Japanese imports, vintage trucks, pre-war cars. The analysis is grounded in whatever data and photos you submit. If you're evaluating something outside the American muscle window, MotoForge will still flag internal inconsistencies, photo freshness issues, and listing red flags — it simply won't have the same depth of era-specific pattern knowledge.
Run a verification on your own vehicle and share the report with prospective buyers. Type SHARE REPORT after your verification and MotoForge generates a clean, formatted summary you can paste directly into your listing or send to interested buyers.

A verified listing does three things: it filters out low-ball offers from buyers hiding behind doubt, it gives serious collectors the documented confidence to move fast, and it signals that you have nothing to hide — which is the most powerful thing a seller can communicate.

It costs the same as a buyer verification — free on Poe's daily allowance for a single report, or $19.99/month for unlimited use if you're moving inventory regularly.
MotoForge does not store your data between sessions. Everything you paste or upload exists only within your current chat thread and is not retained after the session ends. Poe's platform handles the conversation — you can review Poe's privacy policy for full details.

Do not paste sensitive personal information — full VINs you want kept private, personal contact details, or financial data — into any AI tool including MotoForge.
After receiving your verification, type EXPORT PDF in the chat. MotoForge generates a clean, fully formatted report you can copy into Google Docs, Word, or any text editor and export as a PDF. No account upgrade required — available on the free tier.
Type REQUEST FRESH PHOTO and MotoForge drafts an exact message you can send to the seller — professionally worded, standard-practice framing, requesting a timestamped photo with today's date visible and a short walk-around video.

A seller who refuses a reasonable timestamped photo request is itself a significant red flag. Serious sellers with nothing to hide accommodate this routinely.

Don't wire
blind.

Run a MotoForge verification before any serious offer. Takes minutes. Could save you everything.

We read
every message.

Whether you're a buyer with a question, a seller wanting to understand the report, or you've spotted something that needs fixing — this is the direct line. No support ticket system. No chatbot.

Buyer questionHelp understanding a report
Seller inquiryUsing MotoForge in your listing
Bug reportSomething didn't work right
Feature suggestionAn idea to make it better

Your message goes directly to the MotoForge team. We don't store or share your contact details.

Message received.

We'll get back to you within 48 hours. In the meantime, you can run a verification anytime at poe.com/MotoForgeVerifier.