Vendors / QSR & drive-thru

Bite Ninja

Remote human cashier marketplace — 'NinjaQ' queues virtual order takers across a chain's drive-thrus and front counters — now owned by Voicify, which pairs it with AI; it is a labor product, not a POS, and is a separate company from Bite/getbite.com.

scored unknown legacy rubric

Claims in scope
296
Scored
44
Assessed
37
Unknown
259
Not applicable
18
Cells challenged
0
87% of in-scope claims are unknown. This record measures what Bite Ninja publishes at least as much as what it does. A vendor that documents little scores low here whether or not the capability exists. Absence of evidence is recorded as unknown, never as no.

Identity

Owner
Voicify — Voicify announced it acquired Bite Ninja (banner on biteninja.com; date not stated on the page)
Who it is for
QSR chains staffing drive-thru and front-counter order taking with remote/virtual cashiers, and multi-location chains wanting to pool labor across sites
Site
https://biteninja.com/

Pricing

transparency: quote-only · unit: unknown (likely per-hour or per-order remote labor; not published) · processor lock-in: unknown

Software
No pricing published; quote only.

Capabilities

Every claim is binary and checkable. Grades: A primary documentation · B product documentation · C pricing or feature page · D marketing claim · E third-party reporting · F inference with no source. A yes on a differentiator claim requires A or B.

Order capture & FOH workflow

Unknown

order-capture-floor-plan-editor

Not scored by this record.

No

order-capture-split-merge

Remote order-taking labor layer; check management belongs to the operator's POS.

F
Unknown

order-capture-native-handheld

Not scored by this record.

No

order-capture-offline-order-entry

Remote cashiers require connectivity by definition.

F
Unknown

order-capture-kiosk-first-party differentiator

Not scored by this record.

Unknown

order-capture-drive-thru

Not scored by this record.

Unknown

order-capture-drive-thru-timers

Not scored by this record.

Unknown

order-capture-voice-ai differentiator

Not scored by this record.

Unknown

order-capture-throttling differentiator

Not scored by this record.

No

order-capture-scheduled-orders

/product-info enumerates the product's entire order-capture model and both modes are live-only: a direct integration with PAR Brink and Revel that lets the remote cashier 'tap into your menu via API' and enter the order in real time, or the 'Shinobi' remote-access fallback where 'your remote workers will use the POS in the exact same way as your in-store team' on a dedicated register. Capture is triggered by NinjaQ presence detection — a remote cashier is dispatched when a car or walk-up customer is detected at the station (NinjaQ launch release, 2026-08-04) — so there is no order channel of Bite Ninja's own into which a future-dated order could arrive, and no make queue of its own to inject at a fire time; both belong to the merchant's underlying POS. /faq and /for-restaurants (2026-08-04) likewise mention no scheduled or order-ahead path. https://www.biteninja.com/product-info · retrieved 2026-08-04

C
Unknown

order-capture-catering

Not scored by this record.

Unknown

order-capture-order-ready-signal differentiator

Not scored by this record.

Unknown

order-capture-void-comp-controls

Not scored by this record.

Menu, modifiers & pricing engine

No

menu-pricing-nested-modifiers

No menu engine; operators' POS holds the menu.

F
No

menu-pricing-modifier-price-by-parent-size

Migrated from the 2026-08-01 research pass; no source URL was recorded.

F
No

menu-pricing-topping-quantity-tiers

Migrated from the 2026-08-01 research pass; no source URL was recorded.

F
Unknown

menu-pricing-size-style-matrix differentiator

Not scored by this record.

Unknown

menu-pricing-included-allowance differentiator

Not scored by this record.

Unknown

menu-pricing-combos

Not scored by this record.

Unknown

menu-pricing-upsell-prompts differentiator

Not scored by this record.

Unknown

menu-pricing-86-propagation

Not scored by this record.

Unknown

menu-pricing-countdown-auto-86 differentiator

Not scored by this record.

Unknown

menu-pricing-dayparting

Not scored by this record.

Unknown

menu-pricing-channel-price-books

Not scored by this record.

Unknown

menu-pricing-dual-pricing differentiator

Not scored by this record.

Unknown

menu-pricing-versioning-effective-dates differentiator

Not scored by this record.

Unknown

menu-pricing-franchise-hierarchy differentiator

Not scored by this record.

Unknown

menu-pricing-allergen-nutrition

Not scored by this record.

Unknown

menu-pricing-recipe-linkage differentiator

Not scored by this record.

Unknown

menu-pricing-3p-menu-push

Not scored by this record.

Unknown

menu-pricing-dynamic-pricing

Not scored by this record.

Payments & money movement

Unknown

payments-processor-choice differentiator

Not scored by this record.

Unknown

payments-published-rates differentiator

Not scored by this record.

Unknown

payments-dual-pricing differentiator

Not scored by this record.

Unknown

payments-surcharge-guardrails differentiator

Not scored by this record.

No

payments-emv-nfc

Not a payments product; no first-party terminals.

F
Unknown

payments-softpos-tap-to-pay differentiator

Not scored by this record.

Unknown

payments-qr-guest-pay differentiator

Not scored by this record.

Unknown

payments-tip-pooling differentiator

Not scored by this record.

Unknown

payments-offline-store-and-forward differentiator

Not scored by this record.

Unknown

payments-offline-decline-liability differentiator

Not scored by this record.

No

payments-gift-cards

Migrated from the 2026-08-01 research pass; no source URL was recorded.

F
Unknown

payments-house-accounts

Not scored by this record.

Unknown

payments-split-tender

Not scored by this record.

No

payments-refund-void-controls

Migrated from the 2026-08-01 research pass; no source URL was recorded.

F
Unknown

payments-chargeback-tooling differentiator

Not scored by this record.

Unknown

payments-card-on-file differentiator

Not scored by this record.

Unknown

payments-payout-timing differentiator

Not scored by this record.

Unknown

payments-multi-entity-routing differentiator

Not scored by this record.

Unknown

payments-p2pe-pci4

Not scored by this record.

Kitchen & production

No

kitchen-station-routing

Migrated from the 2026-08-01 research pass; no source URL was recorded.

F
No

kitchen-expo-consolidation

Migrated from the 2026-08-01 research pass; no source URL was recorded.

F
Unknown

kitchen-course-firing differentiator

Not scored by this record.

Unknown

kitchen-prep-time-pacing differentiator

Not scored by this record.

Unknown

kitchen-order-throttling differentiator

Not scored by this record.

Unknown

kitchen-channel-pause-propagation differentiator

Not scored by this record.

Unknown

kitchen-order-ready-callback differentiator

Not scored by this record.

No

kitchen-bump-bar-hardware

Migrated from the 2026-08-01 research pass; no source URL was recorded.

F
Unknown

kitchen-all-day-counts

Not scored by this record.

Unknown

kitchen-sla-alerts

Not scored by this record.

Unknown

kitchen-printer-fallback differentiator

Not scored by this record.

Unknown

kitchen-offline-operation differentiator

Not scored by this record.

Unknown

kitchen-item-build-screens differentiator

Not scored by this record.

Unknown

kitchen-recall-refire

Not scored by this record.

Unknown

kitchen-order-modification-alerts differentiator

Not scored by this record.

Unknown

kitchen-guest-ready-notification differentiator

Not scored by this record.

Unknown

kitchen-waste-logging

Not scored by this record.

Unknown

kitchen-speed-of-service-reporting

Not scored by this record.

Unknown

kitchen-prep-forecasting

Not scored by this record.

Delivery, dispatch & third-party channels

No

delivery-driver-roster

Migrated from the 2026-08-01 research pass; no source URL was recorded.

F
No

delivery-dispatch-board

Migrated from the 2026-08-01 research pass; no source URL was recorded.

F
Unknown

delivery-route-map differentiator

Not scored by this record.

Unknown

delivery-driver-tracking differentiator

Not scored by this record.

Unknown

delivery-address-validation

Not scored by this record.

Unknown

delivery-driver-comp differentiator

Not scored by this record.

Unknown

delivery-daas-dispatch

Not scored by this record.

Unknown

delivery-daas-fallback differentiator

Not scored by this record.

Unknown

delivery-3p-direct-integration differentiator

Not scored by this record.

Unknown

delivery-3p-injection

Not scored by this record.

Unknown

delivery-menu-push

Not scored by this record.

Unknown

delivery-86-sync

Not scored by this record.

Unknown

delivery-store-pause

Not scored by this record.

Unknown

delivery-3p-reconciliation differentiator

Not scored by this record.

Unknown

delivery-injection-error-visibility differentiator

Not scored by this record.

Unknown

delivery-tracking-page

Not scored by this record.

Unknown

delivery-promise-time differentiator

Not scored by this record.

Unknown

delivery-offline-behavior

Not scored by this record.

Digital ordering & guest-facing channels

No

digital-first-party-web

Migrated from the 2026-08-01 research pass; no source URL was recorded.

F
No

digital-menu-single-source

Migrated from the 2026-08-01 research pass; no source URL was recorded.

F
Unknown

digital-native-app differentiator

Not scored by this record.

No

digital-account-saved-payment

Migrated from the 2026-08-01 research pass; no source URL was recorded.

F
Unknown

digital-upsell-engine differentiator

Not scored by this record.

Unknown

digital-scheduled-pacing

Not scored by this record.

Unknown

digital-fulfillment-modes

Not scored by this record.

Unknown

digital-qr-table

Not scored by this record.

Unknown

digital-kiosk differentiator

Not scored by this record.

Unknown

digital-group-ordering

Not scored by this record.

Unknown

digital-catering-portal differentiator

Not scored by this record.

Unknown

digital-voice-ai-phone differentiator

Not scored by this record.

Unknown

digital-drivethru-ai

Not scored by this record.

Unknown

digital-sms-ordering

Not scored by this record.

Unknown

digital-google-order differentiator

Not scored by this record.

Unknown

digital-apple-business-connect

Not scored by this record.

Unknown

digital-loyalty-attach

Not scored by this record.

Unknown

digital-subscriptions

Not scored by this record.

Unknown

digital-promo-parity

Not scored by this record.

Unknown

digital-guest-data-ownership differentiator

Not scored by this record.

Unknown

digital-checkout-pci-sca

Not scored by this record.

Unknown

digital-surcharge-transparency differentiator

Not scored by this record.

Guest data, loyalty & marketing

No

guest-loyalty-unified-profile

Migrated from the 2026-08-01 research pass; no source URL was recorded.

F
Unknown

guest-loyalty-thirdparty-identity-attach differentiator

Not scored by this record.

No

guest-loyalty-accrual-models

Migrated from the 2026-08-01 research pass; no source URL was recorded.

F
Unknown

guest-loyalty-tiers differentiator

Not scored by this record.

Unknown

guest-loyalty-offline-behavior differentiator

Not scored by this record.

Unknown

guest-loyalty-offer-stacking-rules differentiator

Not scored by this record.

Unknown

guest-loyalty-targeted-offers differentiator

Not scored by this record.

Unknown

guest-loyalty-rfm-segmentation differentiator

Not scored by this record.

No

guest-loyalty-lifecycle-automation

Migrated from the 2026-08-01 research pass; no source URL was recorded.

F
Unknown

guest-loyalty-native-email-sms differentiator

Not scored by this record.

Unknown

guest-loyalty-consent-management

Not scored by this record.

Unknown

guest-loyalty-10dlc-registration

Not scored by this record.

Unknown

guest-loyalty-campaign-attribution differentiator

Not scored by this record.

Unknown

guest-loyalty-data-export-portability differentiator

Not scored by this record.

Unknown

guest-loyalty-cdp-event-api differentiator

Not scored by this record.

Unknown

guest-loyalty-review-capture-routing differentiator

Not scored by this record.

Unknown

guest-loyalty-referral-program

Not scored by this record.

Unknown

guest-loyalty-wallet-pass differentiator

Not scored by this record.

Unknown

guest-loyalty-privacy-rights-tooling

Not scored by this record.

Unknown

guest-loyalty-redemption-fraud-controls

Not scored by this record.

Unknown

guest-loyalty-ai-offer-recommendation differentiator

Not scored by this record.

Unknown

guest-loyalty-stored-value-gift

Not scored by this record.

Labor & workforce

Unknown

labor-clock-in-at-pos

Product is a labor marketplace with its own shift/queue model; no POS time clock.

F
Unknown

labor-photo-punch-verification differentiator

Not scored by this record.

Unknown

labor-geofenced-mobile-punch

Not scored by this record.

Unknown

labor-offline-time-punch differentiator

Not scored by this record.

Unknown

labor-granular-rbac

Checked biteninja.com in full on 2026-08-04 — home, /about, /for-restaurants, /product-info, /faq, /terms and /privacy are the entire public site and none describes a permission model. /for-restaurants covers 'manage from anywhere', NinjaQ queueing and Ninja vetting; /privacy mentions only 'registering for an account'. There is no admin guide: the footer support link goes to biteninja.freshdesk.com/support/tickets/new, a ticket-submission form, and the Freshdesk knowledge base paths /support/solutions and /support/home both return HTTP 404, so no public help centre exists. The operator console at app.biteninja.com could not be reached — its TLS certificate has expired. Note also that this is a remote-labour layer that either injects orders through PAR Brink/Revel APIs or drives the merchant's own register via 'Shinobi' remote access, so per-action register permissions may well belong to the underlying POS rather than to Bite Ninja; nothing published settles which.

F
Unknown

labor-manager-override-audit

Same sweep of the seven public biteninja.com pages on 2026-08-04, plus the NinjaQ launch release and the Voicify acquisition coverage: no page mentions overrides, approvals, approver attribution or an audit trail. The Freshdesk knowledge base is 404 (ticket form only) and app.biteninja.com serves an expired certificate, so there is no admin documentation to read. Unresolved rather than absent — under the 'Shinobi' deployment the remote worker operates the restaurant's existing register, so voids and comps would be logged by that POS, and Bite Ninja publishes nothing about whether it attributes the acting Ninja on top of that.

F
Unknown

labor-native-scheduling differentiator

Not scored by this record.

Unknown

labor-demand-labor-forecast differentiator

Not scored by this record.

Unknown

labor-realtime-labor-percent differentiator

Not scored by this record.

Unknown

labor-overtime-prevention differentiator

Not scored by this record.

Unknown

labor-break-compliance-by-state differentiator

Not scored by this record.

Unknown

labor-fair-workweek-support

Not scored by this record.

Unknown

labor-minor-labor-rules

Not scored by this record.

Unknown

labor-tip-pooling-rules

Not scored by this record.

Unknown

labor-tip-distribution-audit-trail

Not scored by this record.

Unknown

labor-qualified-tips-w2-reporting differentiator

Not scored by this record.

Unknown

labor-native-payroll differentiator

Not scored by this record.

Unknown

labor-payroll-export-formats

Not scored by this record.

Unknown

labor-shift-swap-workflow differentiator

Not scored by this record.

Unknown

labor-digital-onboarding-i9

Not scored by this record.

Unknown

labor-server-performance-metrics differentiator

Not scored by this record.

Inventory, purchasing & cost control

No

inventory-recipe-bom-costing

Migrated from the 2026-08-01 research pass; no source URL was recorded.

F
No

inventory-unit-conversion-yields

Migrated from the 2026-08-01 research pass; no source URL was recorded.

F
Unknown

inventory-theoretical-vs-actual differentiator

Not scored by this record.

Unknown

inventory-realtime-depletion differentiator

Not scored by this record.

Unknown

inventory-86-auto-sync differentiator

Not scored by this record.

No

inventory-count-modes

Migrated from the 2026-08-01 research pass; no source URL was recorded.

F
Unknown

inventory-mobile-count-offline

Not scored by this record.

Unknown

inventory-vendor-catalogs-edi differentiator

Not scored by this record.

Unknown

inventory-invoice-ocr differentiator

Not scored by this record.

Unknown

inventory-price-change-alerts differentiator

Not scored by this record.

Unknown

inventory-par-auto-suggest differentiator

Not scored by this record.

Unknown

inventory-waste-logging

Not scored by this record.

Unknown

inventory-transfers

Not scored by this record.

Unknown

inventory-commissary

Not scored by this record.

Unknown

inventory-lot-traceability

Not scored by this record.

Unknown

inventory-shelf-life-expiry

Not scored by this record.

Unknown

inventory-cogs-gl-export

Not scored by this record.

Unknown

inventory-native-not-partner differentiator

Not scored by this record.

Unknown

inventory-menu-margin-linkage differentiator

Not scored by this record.

Reporting, BI & data access

Unknown

reporting-realtime-dashboard

/for-restaurants (2026-08-04) advertises a web-based platform to 'manage from anywhere' and 'optimize schedules', and the product is billed on a per-transaction fee, so order volume is evidently measured — but no vendor page describes a sales dashboard, its refresh latency, or a mobile app, and Bite Ninja is a labour layer whose sales are recorded in the merchant's own POS. The only latency-relevant material is marketing prose. No help centre exists to check (biteninja.freshdesk.com/support/solutions and /support/home both 404; the footer support link is a ticket form), and app.biteninja.com, where such a dashboard would live, presents an expired TLS certificate and could not be opened.

F
No

reporting-eod-closeout

Migrated from the 2026-08-01 research pass; no source URL was recorded.

F
No

reporting-pmix-modifier-level

Migrated from the 2026-08-01 research pass; no source URL was recorded.

F
Unknown

reporting-comps-voids-audit

Not scored by this record.

Unknown

reporting-cash-over-short

Not scored by this record.

Unknown

reporting-labor-productivity

Not scored by this record.

Unknown

reporting-channel-profitability differentiator

Not scored by this record.

Unknown

reporting-multiloc-drilldown differentiator

Not scored by this record.

Unknown

reporting-custom-report-builder differentiator

Not scored by this record.

Unknown

reporting-scheduled-delivery

Not scored by this record.

Unknown

reporting-raw-warehouse-export differentiator

Not scored by this record.

Unknown

reporting-public-api differentiator

Not scored by this record.

Unknown

reporting-webhooks differentiator

Not scored by this record.

Unknown

reporting-api-not-upcharged differentiator

Not scored by this record.

Unknown

reporting-tier-paywall differentiator

Not scored by this record.

Unknown

reporting-history-retention differentiator

Not scored by this record.

Unknown

reporting-anomaly-alerts differentiator

Not scored by this record.

Unknown

reporting-nl-query

Not scored by this record.

Unknown

reporting-guest-cohorts differentiator

Not scored by this record.

Unknown

reporting-sales-forecast differentiator

Not scored by this record.

Unknown

reporting-tip-tax-compliance

Not scored by this record.

Multi-location, franchise & enterprise governance

Partial

multi-location-org-hierarchy

NinjaQ is marketed as letting multi-location chains share a labor pool; no named hierarchy object or scoped permissions documented. https://biteninja.com/ · retrieved 2026-08-01

D
No

multi-location-central-menu-publish

Migrated from the 2026-08-01 research pass; no source URL was recorded.

F
Unknown

multi-location-local-override-policy differentiator

Not scored by this record.

No

multi-location-price-zones

Migrated from the 2026-08-01 research pass; no source URL was recorded.

F
Unknown

multi-location-scheduled-publish differentiator

Not scored by this record.

Unknown

multi-location-new-store-template differentiator

Not scored by this record.

Unknown

multi-location-corp-vs-franchisee-roles differentiator

Not scored by this record.

Unknown

multi-location-royalty-calculation differentiator

Not scored by this record.

Unknown

multi-location-royalty-collection

Not scored by this record.

Unknown

multi-location-consolidated-reporting

Not scored by this record.

Unknown

multi-location-normalized-item-rollup differentiator

Not scored by this record.

Unknown

multi-location-cross-location-giftcard

Not scored by this record.

Unknown

multi-location-cross-location-loyalty

Not scored by this record.

Unknown

multi-location-multi-brand differentiator

Not scored by this record.

Unknown

multi-location-multi-tax-jurisdiction

Not scored by this record.

Unknown

multi-location-multi-currency-locale

Not scored by this record.

Unknown

multi-location-config-audit-log differentiator

Not scored by this record.

Unknown

multi-location-enterprise-sso differentiator

Not scored by this record.

Unknown

multi-location-enterprise-api differentiator

Not scored by this record.

Unknown

multi-location-central-labor-policy

Not scored by this record.

Hardware & physical footprint

Unknown

hardware-commodity-devices differentiator

Not scored by this record.

Unknown

hardware-os-platforms

No published client OS list or device specs for cashier or in-store endpoints.

F
Unknown

hardware-handheld-purpose-built

Not scored by this record.

Unknown

hardware-handheld-battery-swap differentiator

Not scored by this record.

No

hardware-offline-mode

Migrated from the 2026-08-01 research pass; no source URL was recorded.

F
No

hardware-kds

Migrated from the 2026-08-01 research pass; no source URL was recorded.

F
Unknown

hardware-kiosk differentiator

Not scored by this record.

Unknown

hardware-drive-thru

Not scored by this record.

Unknown

hardware-printer-compatibility

Not scored by this record.

Unknown

hardware-peripherals

Not scored by this record.

Unknown

hardware-p2pe-terminal

Not scored by this record.

Unknown

hardware-tap-to-phone differentiator

Not scored by this record.

Unknown

hardware-pricing-transparency differentiator

Not scored by this record.

Unknown

hardware-ownership-vs-lease differentiator

Not scored by this record.

Unknown

hardware-usable-after-churn differentiator

Not scored by this record.

Unknown

hardware-rma-sla differentiator

Not scored by this record.

Unknown

hardware-byod

Not scored by this record.

Unknown

hardware-remote-device-management differentiator

Not scored by this record.

Integrations, API & extensibility

No

extensibility-public-api-docs

The claim tests publication itself, and the vendor's public estate answers it. docs.biteninja.com is Bite Ninja's only public documentation host and its entire content is contributor onboarding plus one reference page, /reference/ninjas — a user guide for the remote cashiers (microphone/camera setup, the Lobby, returning to the Lobby) — with no endpoints, authentication, schemas or webhooks anywhere. The biteninja.com pages-sitemap enumerates the full site (blog, terms, faq, ninjas, privacy, product-info, about, for-restaurants, contact, book-a-demo) with no developer section; api.biteninja.com returns 404 and developers./developer./help./support.biteninja.com do not resolve. The github.com/bite-ninja org's only public repository is 'keysender', a Windows desktop-automation library, not an API or SDK. /product-info describes the product solely as an API consumer of PAR Brink and Revel with 'Shinobi' remote access as the fallback and offers no outward API. No public, self-serve API reference exists to read, with or without an agreement. https://docs.biteninja.com/ · retrieved 2026-08-04

B
Unknown

extensibility-api-access-cost differentiator

Not scored by this record.

Unknown

extensibility-partner-revshare

Not scored by this record.

Unknown

extensibility-free-sandbox differentiator

Not scored by this record.

Unknown

extensibility-oauth-partner-apps

Bite Ninja appears in /product-info (2026-08-04) only as an API CONSUMER: 'We currently have a direct integration with PAR Brink and Revel' which 'tap[s] into your menu via API', with 'Shinobi' remote access as the fallback where no integration exists. Nothing on the site offers an outward API, app marketplace, developer portal or partner authentication of any kind, and no developer documentation host could be found (documentation.getbite.com belongs to Bite/getbite.com, a different company, and must not be read onto this record). Unresolved rather than 'no': the absence of a public developer site is not the vendor stating that partner apps cannot be authorised, and no vendor page enumerates the authentication options.

F
Unknown

extensibility-webhooks-push

No API surface of any kind is published. /product-info (2026-08-04) describes only inbound integrations to PAR Brink and Revel and the 'Shinobi' screen-level fallback, and mentions no events, subscriptions or callbacks; /faq, /for-restaurants and the Voicify acquisition material are silent on integration mechanics beyond 'offsite order injection' into the merchant POS and a headset audio link. There is no developer portal, OpenAPI spec or help centre to test the claim against (Freshdesk KB 404s; app.biteninja.com has an expired certificate), so the polling-versus-push question is unresolved, not answered.

F
Unknown

extensibility-webhook-reliability differentiator

Not scored by this record.

Unknown

extensibility-order-injection-api

Not scored by this record.

Unknown

extensibility-menu-write-api differentiator

Not scored by this record.

Unknown

extensibility-data-symmetry differentiator

Not scored by this record.

Unknown

extensibility-published-rate-limits

Not scored by this record.

Unknown

extensibility-doordash-preferred differentiator

Not scored by this record.

Unknown

extensibility-first-party-delivery-integrations differentiator

Not scored by this record.

Unknown

extensibility-middleware-compatibility

Not scored by this record.

Unknown

extensibility-accounting-connectors

Not scored by this record.

Unknown

extensibility-payroll-export

Not scored by this record.

Unknown

extensibility-bi-data-warehouse differentiator

Not scored by this record.

Unknown

extensibility-app-marketplace

Not scored by this record.

Unknown

extensibility-custom-fields-scripting

Not scored by this record.

Unknown

extensibility-headless-embedded

Not scored by this record.

Unknown

extensibility-api-versioning-deprecation

Not scored by this record.

Unknown

extensibility-data-portability-exit differentiator

Not scored by this record.

Reliability, offline & operations

No

reliability-offline-order-entry

Migrated from the 2026-08-01 research pass; no source URL was recorded.

F
Unknown

reliability-offline-card-auth differentiator

Not scored by this record.

Unknown

reliability-offline-decline-liability differentiator

Not scored by this record.

Unknown

reliability-lan-degraded-multi-terminal differentiator

Not scored by this record.

Unknown

reliability-local-transaction-engine differentiator

Not scored by this record.

No

reliability-offline-kds-printing

Migrated from the 2026-08-01 research pass; no source URL was recorded.

F
No

reliability-printer-fallback

Migrated from the 2026-08-01 research pass; no source URL was recorded.

F
Unknown

reliability-sync-conflict-handling

Not scored by this record.

Unknown

reliability-offline-feature-matrix

Not scored by this record.

Unknown

reliability-public-status-page

Not scored by this record.

Unknown

reliability-contractual-uptime-sla differentiator

Not scored by this record.

Unknown

reliability-incident-postmortems

Not scored by this record.

Unknown

reliability-247-live-support

Not scored by this record.

Unknown

reliability-onsite-install differentiator

Not scored by this record.

Unknown

reliability-menu-build-service differentiator

Not scored by this record.

Unknown

reliability-hardware-replacement-sla

Not scored by this record.

Unknown

reliability-backup-restore

Not scored by this record.

Unknown

reliability-pci-dss-4-attestation

Not scored by this record.

Unknown

reliability-mfa-role-based-access

Not scored by this record.

Unknown

reliability-self-serve-training

Not scored by this record.

Unknown

reliability-failover-terminal-role differentiator

Not scored by this record.

Unknown

reliability-cellular-backup

Not scored by this record.

Commercial, compliance & data ownership

Unknown

commercial-month-to-month-contract differentiator

Not scored by this record.

Unknown

commercial-no-early-termination-fee differentiator

Not scored by this record.

No

commercial-autorenew-terms-published

The Terms of Use is the only publicly accessible contract document on the site, and it is written mainly for the 'Ninja' independent contractors — account creation, contractor classification, arbitration, IP, disclaimers. The single fee provision is 'You may not receive a refund of fees. If you have paid for any services and you decide to terminate your account, you may use those services through the end of the commitment period.' It acknowledges a commitment period but never states its length, whether it renews automatically, or any cancellation notice window. No MSA, order form or subscription-terms page exists; /faq states pricing is customised per partner ('a per-transaction fee for access to the platform, and a separate hourly fee for Ninja usage') and directs buyers to book a demo, so renewal mechanics live only in a signed quote. Scored no on the publication test itself, which the vendor's own public terms settle; the underlying renewal term remains undisclosed. https://www.biteninja.com/terms · retrieved 2026-08-04

B
Unknown

commercial-processing-not-bundled differentiator

Not scored by this record.

Unknown

commercial-interchange-plus-published differentiator

Not scored by this record.

Unknown

commercial-rate-increase-clause differentiator

Not scored by this record.

No

commercial-pricing-published

No rates, per-hour figures or subscription pricing anywhere on the site. https://biteninja.com/ · retrieved 2026-08-01

B
Unknown

commercial-module-unbundling differentiator

Not scored by this record.

No

commercial-hardware-purchase-outright

Hardware is required — /faq: 'The software platform works in tandem with a small hardware component to tap into your restaurant's headset and POS system' — and the Voicify acquisition release describes the platform as combining 'both proprietary hardware and software'. No price for it is published anywhere: /faq says 'We customize pricing for our restaurant partners depending on integration needs, number of locations, and service type(s)', /for-restaurants gives only the per-transaction platform fee plus hourly Ninja fee structure and a demo form, and the site has no pricing page or hardware store at all. The claim's published-price limb therefore fails on the vendor's own pricing statements. Whether the hardware component is sold outright or bundled/rented is separately undisclosed, so no lease term is asserted here. https://www.biteninja.com/faq · retrieved 2026-08-04

C
Unknown

commercial-hardware-not-locked differentiator

Not scored by this record.

Unknown

commercial-implementation-fee-published

Not scored by this record.

Unknown

commercial-data-export-self-serve

Not scored by this record.

Unknown

commercial-export-customer-and-loyalty differentiator

Not scored by this record.

Unknown

commercial-post-termination-export-window differentiator

Not scored by this record.

Unknown

commercial-data-ownership-clause differentiator

Not scored by this record.

Unknown

commercial-source-available-selfhost

Not scored by this record.

Unknown

commercial-pci-p2pe-tokenization

Not scored by this record.

Unknown

commercial-pci-dss-4-controls

Not scored by this record.

Unknown

commercial-soc2-attestation

Not scored by this record.

Unknown

commercial-privacy-dsar-tooling

Not scored by this record.

Unknown

commercial-wcag-kiosk-accessibility differentiator

Not scored by this record.

Unknown

commercial-dual-pricing-compliant differentiator

Not scored by this record.

Adversarial verification

An independent pass was instructed to refute this record, defaulting to downgrade when uncertain. It challenged 4 values — 0 upheld, 0 downgraded, 0 upgraded. This is published in full because a reader who can see which values were contested, on what evidence, and which way they moved has something no affiliate-funded comparison offers.

Capability claims

ClaimAs first scoredVerdictWhat the verifier found
commercial-autorenew-terms-publishedunknown, grade F, placeholder rationale 'No public documentation located during the 2026-08-01 research pass' — the cell was never examinedresolve-to-noRead the vendor's only public contract document. biteninja.com/terms is written mainly for the Ninja contractors and its sole fee clause is 'You may not receive a refund of fees. If you have paid for any services and you decide to terminate your account, you may use those services through the end of the commitment period.' A commitment period is acknowledged; its length, whether it auto-renews, and any notice window are not stated. There is no MSA or subscription-terms page, and /faq confirms pricing is customised per partner behind a demo form, so the renewal term exists only in a signed quote. The claim tests publication, and the published terms answer it. source
commercial-hardware-purchase-outrightunknown, grade F, placeholder rationale 'No public documentation located during the 2026-08-01 research pass' — the cell was never examinedresolve-to-noHardware is required: /faq says the platform 'works in tandem with a small hardware component to tap into your restaurant's headset and POS system', and the Voicify acquisition release calls the platform 'both proprietary hardware and software'. No price is published for it. /faq: 'We customize pricing for our restaurant partners depending on integration needs, number of locations, and service type(s)'; /for-restaurants gives only a per-transaction platform fee plus an hourly Ninja fee and a demo form. The site has no pricing page and no hardware store, so the claim's published-price requirement is falsified by the vendor's own pricing statements. No lease is asserted — the commercial form of the hardware component is simply undisclosed. source
order-capture-scheduled-ordersunknown, grade F, placeholder rationale 'No public documentation located during the 2026-08-01 research pass' — the cell was never examinedresolve-to-no/product-info (2026-08-04) enumerates the complete order-capture model and both modes are live-only: direct API integration with PAR Brink and Revel where the remote cashier enters the order in real time, or 'Shinobi' remote access where 'your remote workers will use the POS in the exact same way as your in-store team' on a dedicated register. NinjaQ dispatches a cashier only when a customer is detected present at the drive-thru or front counter (NinjaQ launch release). Bite Ninja therefore has no order channel of its own for a future-dated order to arrive through and no make queue of its own to fire it into — both belong to the merchant's underlying POS. /faq and /for-restaurants mention no scheduled or order-ahead path. Consistent with the record's existing structural noes (split-merge, offline entry, menu engine). source
extensibility-public-api-docsunknown, grade F, placeholder rationale 'No public documentation located during the 2026-08-01 research pass' — the cell was never examinedresolve-to-noThe claim tests whether public, self-serve API reference documentation is readable, and an exhaustive sweep of the vendor's public estate on 2026-08-04 shows none exists: docs.biteninja.com (the only documentation host) contains contributor onboarding and a single /reference/ninjas user guide for remote cashiers, with no endpoints, auth or schemas; the pages-sitemap lists the whole of biteninja.com (ten marketing/legal pages) with no developer section; api.biteninja.com 404s; developers., developer., help. and support. subdomains do not resolve; the github.com/bite-ninja org's sole public repo is a desktop-automation library. /product-info positions the product only as an API consumer of PAR Brink and Revel. documentation.getbite.com belongs to Bite/getbite.com, a different company, and was not read onto this record. Like the commercial publication cells, the publication test itself is answered by the vendor's own public surface. source

Sources

Every URL this record cites. 11 in total.