Vendors / Fleet management

Samsara

Samsara supports direct customer API tokens and OAuth integrations. Vehicle master records have cursor pagination and an updated-time filter; this review does not equate them with complete telematics history.

Overall controlB7.2*/10
Assessment checked 2026-10-16Public documentation · No live account test

Samsara fleet vehicle master-data listing and address create/update APIs, direct customer tokens or OAuth; telemetry/history and fleet-product entitlements are separate.

OVERALL CONTROL / 0.6-customer-control

Grades and scoring

Overall B / 7.2*/10, with 13 of 16 applicable scoring inputs verified. Missing evidence discounts the supported score (unknown answers remain unknown).

Samsara fleet vehicle master-data listing and address create/update APIs, direct customer tokens or OAuth; telemetry/history and fleet-product entitlements are separate.

Data access and planned exit carry the most weight. Known commercial barriers cap access; an unpublished price applies a bounded discount. Post-cancellation retrieval is a separate disclosure. Open each dimension to inspect its inputs and sources.

B6.6*/10

Data access

25% of the overall score before applicability adjustment.

Scored answers and evidence

Read interface 7.5/10

Structured API for the declared product scope

Samsara fleet vehicle master-data listing and address create/update APIs, direct customer tokens or OAuth; telemetry/history and fleet-product entitlements are separate.

Vehicle master records return JSON under Read Vehicles.

Samsara list vehicle records ↗
List all vehicles · Checked 2026-10-16

Answer-to-score anchors ↗

Bulk delivery 8.8/10

Batched or iterable API requests

Samsara fleet vehicle master-data listing and address create/update APIs, direct customer tokens or OAuth; telemetry/history and fleet-product entitlements are separate.

after/endCursor traversal supports up to 512 vehicles per page.

Samsara list vehicle records ↗
limit; after · Checked 2026-10-16

Answer-to-score anchors ↗

Query expressiveness 8.8/10

Documented structured API filters

Samsara fleet vehicle master-data listing and address create/update APIs, direct customer tokens or OAuth; telemetry/history and fleet-product entitlements are separate.

updatedAfterTime and createdAfterTime filter the collection.

Samsara list vehicle records ↗
Query Params · Checked 2026-10-16

Answer-to-score anchors ↗

Access cost barrier -

-

Samsara fleet vehicle master-data listing and address create/update APIs, direct customer tokens or OAuth; telemetry/history and fleet-product entitlements are separate.

The reviewed documentation does not establish lowest-plan entitlement and access-specific fixed charges.

Samsara list vehicle records ↗
Reviewed product documentation; stated limitation not resolved · Checked 2026-10-16

Answer-to-score anchors ↗
A8.8*/10

Third-party accessibility

20% of the overall score before applicability adjustment.

Scored answers and evidence

Third-party eligibility 10.0/10

Customer authorization without discretionary provider approval

Samsara fleet vehicle master-data listing and address create/update APIs, direct customer tokens or OAuth; telemetry/history and fleet-product entitlements are separate.

The integration guide explicitly allows privately distributed customer-token integrations.

Samsara application distribution and review requirements ↗
Authentication/distribution options; Manual Tokens · Checked 2026-10-16

Answer-to-score anchors ↗

Downstream permission -

-

Samsara fleet vehicle master-data listing and address create/update APIs, direct customer tokens or OAuth; telemetry/history and fleet-product entitlements are separate.

The reviewed technical documentation does not establish contractual permission for the declared downstream processing.

Samsara list vehicle records ↗
Reviewed product documentation; stated limitation not resolved · Checked 2026-10-16

Answer-to-score anchors ↗
A8.5/10

External action

15% of the overall score before applicability adjustment.

Scored answers and evidence

Write interface 7.5/10

Create and update in one business domain

Samsara fleet vehicle master-data listing and address create/update APIs, direct customer tokens or OAuth; telemetry/history and fleet-product entitlements are separate.

Address creation and the separately reviewed update operation require Write Addresses.

Samsara create address ↗
Create an address; Write Addresses · Checked 2026-10-16

Samsara update address ↗
Update an address; Write Addresses · Checked 2026-10-16

Answer-to-score anchors ↗

Custom application path 10.0/10

Customer applications using fixed APIs without provider selection

Samsara fleet vehicle master-data listing and address create/update APIs, direct customer tokens or OAuth; telemetry/history and fleet-product entitlements are separate.

Direct/private integration routes use customer-authorized scoped tokens.

Samsara application distribution and review requirements ↗
Authentication/distribution options · Checked 2026-10-16

Answer-to-score anchors ↗
C5.8/10

Continuity

15% of the overall score before applicability adjustment.

Scored answers and evidence

Refresh mechanism 7.5/10

Documented updated-since filters or webhooks

Samsara fleet vehicle master-data listing and address create/update APIs, direct customer tokens or OAuth; telemetry/history and fleet-product entitlements are separate.

Vehicle updatedAfterTime supports repeated changes polling.

Samsara list vehicle records ↗
updatedAfterTime · Checked 2026-10-16

Answer-to-score anchors ↗

Limit visibility 10.0/10

Published numeric quotas and recovery instructions

Samsara fleet vehicle master-data listing and address create/update APIs, direct customer tokens or OAuth; telemetry/history and fleet-product entitlements are separate.

Endpoint rates and rate-limit retry guidance are published.

Samsara rate limits ↗
Rate Limits; 429 handling · Checked 2026-10-16

Answer-to-score anchors ↗

CDC and deletion capture 5.0/10

Updates identified; deletion capture not established

Samsara fleet vehicle master-data listing and address create/update APIs, direct customer tokens or OAuth; telemetry/history and fleet-product entitlements are separate.

Updated-time filtering identifies modifications but not hard-deleted vehicle identities.

Samsara list vehicle records ↗
updatedAfterTime · Checked 2026-10-16

Answer-to-score anchors ↗

Replay and gap recovery 2.5/10

Rebuild from a fresh snapshot; no historical replay established

Samsara fleet vehicle master-data listing and address create/update APIs, direct customer tokens or OAuth; telemetry/history and fleet-product entitlements are separate.

Repeat the full authorized vehicle traversal for current-state recovery; no historical/deleted record recovery established.

Samsara collection pagination ↗
Overview; hasNextPage/endCursor · Checked 2026-10-16

Answer-to-score anchors ↗
B7.5/10

Data exit

20% of the overall score before applicability adjustment.

Scored answers and evidence

Export custody 7.5/10

Customer-held structured files or API records

Samsara fleet vehicle master-data listing and address create/update APIs, direct customer tokens or OAuth; telemetry/history and fleet-product entitlements are separate.

Authorized vehicle JSON leaves through the customer integration.

Samsara list vehicle records ↗
200 vehicle response · Checked 2026-10-16

Answer-to-score anchors ↗

Post-cancellation access Disclosure

-

Disclosure only; does not reduce planned-exit credit.

Samsara fleet vehicle master-data listing and address create/update APIs, direct customer tokens or OAuth; telemetry/history and fleet-product entitlements are separate.

No retrieval window or export charge at cancellation is established by these technical sources.

Samsara list vehicle records ↗
Reviewed product documentation; stated limitation not resolved · Checked 2026-10-16

Answer-to-score anchors ↗

Planned migration fidelity 7.5/10

Portable structured records on documented routes; whole-product completeness unverified

Samsara fleet vehicle master-data listing and address create/update APIs, direct customer tokens or OAuth; telemetry/history and fleet-product entitlements are separate.

Portable current vehicle master records; full telemetry/history/configuration unverified.

Samsara list vehicle records ↗
List all vehicles · Checked 2026-10-16

Answer-to-score anchors ↗
D2.1*/10

Business logic and customization

5% of the overall score before applicability adjustment.

Scored answers and evidence

Logic authoring 2.5/10

External integration code; native business logic portability not established

Samsara fleet vehicle master-data listing and address create/update APIs, direct customer tokens or OAuth; telemetry/history and fleet-product entitlements are separate.

Private and marketplace external fleet applications are documented.

Samsara application distribution and review requirements ↗
Integration options · Checked 2026-10-16

Answer-to-score anchors ↗

Rights to custom logic -

-

Samsara fleet vehicle master-data listing and address create/update APIs, direct customer tokens or OAuth; telemetry/history and fleet-product entitlements are separate.

Rights to native workflow artifacts and independent execution are not established.

Samsara list vehicle records ↗
Reviewed product documentation; stated limitation not resolved · Checked 2026-10-16

Answer-to-score anchors ↗

Scores are out of 10. * Incomplete evidence discounts verified capabilities (unknown answers stay unknown). Planned migration drives data exit. Scoring method ↗

CUSTOMER CHOICE

Third-party accessibility

Customer dashboard tokens carry explicit scopes, such as Read Vehicles and Write Addresses. OAuth is recommended for marketplace apps, while direct customer tokens and private integrations have separate distribution paths.

Third-party eligibilityCustomer authorization without discretionary provider approvalSource & scope ↗
Access cost barrier-Source & scope ↗
Downstream permission-Source & scope ↗

Confirm who can connect, who owns the credentials and which uses are permitted. Customer consent and provider approval can be separate requirements; the selected plan and contract still matter.

READ / INTEGRATE

API and export routes

List Vehicles returns up to 512 per page, using after/endCursor. updatedAfterTime and createdAfterTime filter the master-data collection; historical location/statistics APIs need separate review.

Access routeAuthenticationCredential ownerProvider approvalAccess requirementLast checked
Direct customer fleet API tokenAPI keyCustomerNocustomer generates scoped bearer token for a direct integration; validate product/region and actual grants2026-10-16
Marketplace OAuth integrationOAuth 2.0Integration providerYesapp registration, customer oauth authorization and certification for public marketplace listing2026-10-16

Availability depends on your product, plan and agreement. See the documentation below for the requirements of each route.

ECONOMIC ACCESS

Cost, authentication and limits

The named vehicle endpoint publishes 25 requests/second. Minimum product/license entitlement and fixed API charges remain unverified; marketplace review does not establish the price of direct-token access.

Check API entitlement, credential ownership and rate limits for the route you intend to use. Include review fees, customer-plan upgrades and ongoing access charges in the total.

ACT FROM OUTSIDE

External action

POST /addresses creates a named geofenced address and PATCH updates one. Both require the corresponding Write Addresses grant; mutation replay safety is not established by an external ID field.

Validate the supported operation, acting identity and permission scope (read access does not imply write permission). Ambiguous retries and revoked credentials also affect whether an external workflow can run safely.

KEEP ACCESS USEFUL

Continuity

Updated-time vehicle enumeration supports overlap and snapshot rebuilding. Hard-deleted master records, telemetry retention and durable event replay remain unverified within this scope.

CDC, deletions and recovery

QuestionAnswer / applicable routeEvidence
Can ongoing extraction identify updates and deleted records on the declared route?Updates identified; deletion capture not establishedSamsara fleet vehicle master-data listing and address create/update APIs, direct customer tokens or OAuth; telemetry/history and fleet-product entitlements are separate.

Updated-time filtering identifies modifications but not hard-deleted vehicle identities.

Samsara list vehicle records ↗updatedAfterTimeChecked 2026-10-16
How can extraction recover after missed events or an interrupted consumer?Rebuild from a fresh snapshot; no historical replay establishedSamsara fleet vehicle master-data listing and address create/update APIs, direct customer tokens or OAuth; telemetry/history and fleet-product entitlements are separate.

Repeat the full authorized vehicle traversal for current-state recovery; no historical/deleted record recovery established.

Samsara collection pagination ↗Overview; hasNextPage/endCursorChecked 2026-10-16

Useful ongoing access includes corrections and deletions, not only the first export. A failed request, changed filter or lost resource permission should not be interpreted as a deleted record.

LEAVE WITH YOUR DATA

Data exit and portability

Vehicle JSON provides a portable current master-data copy. It does not prove every trip, sensor history, compliance file or fleet configuration can be reconstructed independently.

Test the output against the destination’s required fields and history. Check stable identifiers, relationships, attachments and extraction time; a sample file proves only the coverage of that sample.

BUILD / INSPECT / REUSE

Business logic and customization

Customers and partners can build external fleet integrations. Native rule definitions and their rights remain unresolved (marketplace certification applies to distribution, not data completeness).

Custom API access, ownership of workflows and the right to export their definitions are separate questions. A custom-app capability alone does not establish that business rules can move to another system.

AGREEMENTS / API DOCS / PROGRAM REQUIREMENTS

Documented conditions

Answers below come from public provider materials. Every answer retains its source check date, scope (a partner agreement does not describe every customer route). Customer contracts and live behavior still need verification.

QuestionAnswer / applicable routeEvidence
What structured read interface is documented?Structured API for the declared product scopeSamsara fleet vehicle master-data listing and address create/update APIs, direct customer tokens or OAuth; telemetry/history and fleet-product entitlements are separate.

Vehicle master records return JSON under Read Vehicles.

Samsara list vehicle records ↗List all vehiclesChecked 2026-10-16
How can customers retrieve data in bulk?Batched or iterable API requestsSamsara fleet vehicle master-data listing and address create/update APIs, direct customer tokens or OAuth; telemetry/history and fleet-product entitlements are separate.

after/endCursor traversal supports up to 512 vehicles per page.

Samsara list vehicle records ↗limit; afterChecked 2026-10-16
What queries can a customer issue outside the provider UI?Documented structured API filtersSamsara fleet vehicle master-data listing and address create/update APIs, direct customer tokens or OAuth; telemetry/history and fleet-product entitlements are separate.

updatedAfterTime and createdAfterTime filter the collection.

Samsara list vehicle records ↗Query ParamsChecked 2026-10-16
Who decides whether a chosen third party may connect?Customer authorization without discretionary provider approvalSamsara fleet vehicle master-data listing and address create/update APIs, direct customer tokens or OAuth; telemetry/history and fleet-product entitlements are separate.

The integration guide explicitly allows privately distributed customer-token integrations.

Samsara application distribution and review requirements ↗Authentication/distribution options; Manual TokensChecked 2026-10-16
What extra commercial condition applies to the routes supplying the assessed read capability, relative to the lowest paid plan?-Samsara fleet vehicle master-data listing and address create/update APIs, direct customer tokens or OAuth; telemetry/history and fleet-product entitlements are separate.

The reviewed documentation does not establish lowest-plan entitlement and access-specific fixed charges.

Samsara list vehicle records ↗Reviewed product documentation; stated limitation not resolvedChecked 2026-10-16
What permission is needed for the documented downstream use?-Samsara fleet vehicle master-data listing and address create/update APIs, direct customer tokens or OAuth; telemetry/history and fleet-product entitlements are separate.

The reviewed technical documentation does not establish contractual permission for the declared downstream processing.

Samsara list vehicle records ↗Reviewed product documentation; stated limitation not resolvedChecked 2026-10-16
Which external write operations are documented?Create and update in one business domainSamsara fleet vehicle master-data listing and address create/update APIs, direct customer tokens or OAuth; telemetry/history and fleet-product entitlements are separate.

Address creation and the separately reviewed update operation require Write Addresses.

Samsara create address ↗Create an address; Write AddressesChecked 2026-10-16
Samsara update address ↗Update an address; Write AddressesChecked 2026-10-16
How can customers connect an application they build or choose?Customer applications using fixed APIs without provider selectionSamsara fleet vehicle master-data listing and address create/update APIs, direct customer tokens or OAuth; telemetry/history and fleet-product entitlements are separate.

Direct/private integration routes use customer-authorized scoped tokens.

Samsara application distribution and review requirements ↗Authentication/distribution optionsChecked 2026-10-16
What mechanism supports repeatable extraction of changes?Documented updated-since filters or webhooksSamsara fleet vehicle master-data listing and address create/update APIs, direct customer tokens or OAuth; telemetry/history and fleet-product entitlements are separate.

Vehicle updatedAfterTime supports repeated changes polling.

Samsara list vehicle records ↗updatedAfterTimeChecked 2026-10-16
How are integration limits disclosed?Published numeric quotas and recovery instructionsSamsara fleet vehicle master-data listing and address create/update APIs, direct customer tokens or OAuth; telemetry/history and fleet-product entitlements are separate.

Endpoint rates and rate-limit retry guidance are published.

Samsara rate limits ↗Rate Limits; 429 handlingChecked 2026-10-16
Where can a usable data copy be delivered?Customer-held structured files or API recordsSamsara fleet vehicle master-data listing and address create/update APIs, direct customer tokens or OAuth; telemetry/history and fleet-product entitlements are separate.

Authorized vehicle JSON leaves through the customer integration.

Samsara list vehicle records ↗200 vehicle responseChecked 2026-10-16
What retrieval rights are documented at cancellation?-Samsara fleet vehicle master-data listing and address create/update APIs, direct customer tokens or OAuth; telemetry/history and fleet-product entitlements are separate.

No retrieval window or export charge at cancellation is established by these technical sources.

Samsara list vehicle records ↗Reviewed product documentation; stated limitation not resolvedChecked 2026-10-16
How can customers define their own business logic?External integration code; native business logic portability not establishedSamsara fleet vehicle master-data listing and address create/update APIs, direct customer tokens or OAuth; telemetry/history and fleet-product entitlements are separate.

Private and marketplace external fleet applications are documented.

What rights or portability are documented for custom workflow artifacts?-Samsara fleet vehicle master-data listing and address create/update APIs, direct customer tokens or OAuth; telemetry/history and fleet-product entitlements are separate.

Rights to native workflow artifacts and independent execution are not established.

Samsara list vehicle records ↗Reviewed product documentation; stated limitation not resolvedChecked 2026-10-16
What usable data or native definitions can leave before cancellation?Portable structured records on documented routes; whole-product completeness unverifiedSamsara fleet vehicle master-data listing and address create/update APIs, direct customer tokens or OAuth; telemetry/history and fleet-product entitlements are separate.

Portable current vehicle master records; full telemetry/history/configuration unverified.

Samsara list vehicle records ↗List all vehiclesChecked 2026-10-16

SOURCES / SCOPE / HISTORY

Sources and open questions

This review is based on the documentation below. Live account behavior and customer-specific agreements haven’t been tested.

Still to confirm

  • Lowest-plan API entitlement and fixed access fees
  • Complete attachments/history and deletion recovery
  • Native workflow rights and cancellation retrieval

Documentation

Assessment checked 2026-10-16. Each answer retains its source and applicable route; the check date does not establish live account behavior.