Similar housings and connectors give research a starting point.
Visual lead · fitment unverified
Fiat Ducato / Citroën Jumper
1332969080
Found under another reference. A matching appearance is only the beginning.
!
Airbag interchange is not established. Supplier specifications, fitment, and safety approval must agree before this can be described as a replacement.
LAMBORGHINIFERRARIFIATLANCIAALFA ROMEO+ MORE
02
Research results
Preparing your images…
01Read the evidence
Part numbers, labels, geometry, and catalogue references.
02Map the applications
Years, makes, models, and the limitations of each match.
03Check the opportunity
Condition, price, currency, availability, and the last check.
BEHIND THE MATCH
The badge is a clue. The evidence is the answer.
Automotive parts can share suppliers and designs across brands. Image mapping helps investigate those connections.
CASE STUDY / PASSENGER AIRBAG
A familiar shape. A different number.
The supplied Lamborghini listing shows an $8,048.66 module. A Citroën listing shows a visually similar assembly under reference 1332969080. That is a useful research question—not a proven substitute.
1
Capture more than the shape
Five views help reveal the supplier label, connector, brackets, dimensions, and exact variant.
2
Follow the references
Research the original number, supplier markings, supersessions, and candidate applications across brands.
3
Separate clues from confirmed fitment
Results distinguish identified parts, potential cross-references, and documented applications. Unknown years stay unknown.
4
Choose your next step
Unlock available supplier names and purchase links for 2 additional credits. Confirm current stock, price and exact compatibility with the supplier before ordering.
Seller attribution only. Referenced comparison listings are sold.
Comparison evidence
413880199 ⇄ 1332969080
Visually similar assemblies
Interchange not established. No OEM cross-reference found.
Needs verification
Research checked September 6, 2026. The $8,048.66 figure is from your screenshot. Retrieved OEM catalog content served GBP; the screenshot’s USD price is not represented as a newly checked quote.
OWNER WORKSPACE / UNIT ECONOMICS
Every credit has a cost.
Estimate the real provider spend. Keep Azure sponsorship separate from the underlying cost of serving a customer.
Planning calculator · not a live ledger
$
Model the request
Official GPT-6 Astra short-context rates.
Token counts include the images and the single bounded research response. Output already includes reasoning tokens. These are conservative workload scenarios; production usage remains the source of truth.
ESTIMATED PROVIDER COST
$0.431
Before hosting, storage, payment fees, tax and support
Input & cache
Output & reasoning
Search & other providers
Gross credit revenueContribution before overheadProvider share of revenue
Rates applied per million tokens
Input$10.00Cache read$1.00Output$50.00
Confirm the deployment SKU before treating this as your Azure rate.
Usage first. Cost second. Invoice reconciliation last.
Each request
Job, account, stage, model actually returned, deployment, response ID and retry.
Every billable unit
Input, cache reads and writes, output, reasoning, searches, and failed attempts.
The commercial outcome
Credits reserved, charged or released; applied rate snapshot and price source.
Startup credits can cover eligible Azure charges, but the service still incurs provider cost. Missing billing data is recorded as unknown, never as a zero-cost job.