MMP comparison · · By Cald
Singular vs Airbridge: Specs, Pricing and Reviews
Compare the work of reconciling campaign costs with the work of connecting a website visit to an app purchase.
Start with the reporting problem your team cannot solve today. Our editorial starting point is Singular when cost consolidation dominates the project, and Airbridge when web-to-app measurement dominates it. Both can participate in broader measurement workflows; those priorities are not exclusive capabilities.
This guide uses official documentation and publicly available review material checked October 30, 2026. We have not run a controlled performance benchmark. Product specifications, reviewers’ experiences and Cald’s selection advice are identified separately.
Specs: compare the routes through your stack
| Requirement | Singular | Airbridge |
|---|---|---|
| Cost collection | Data connectors ingest media-source reporting; credential sets and source methods matter. | Cost aggregation is plan-dependent; Core lists Google, Meta, Apple Ads and TikTok. |
| Website measurement | Web SDK tracks visits and conversion events. Web Attribution is an enterprise feature. | Web SDK supports website measurement and web-to-app conversion workflows. |
| Cross-device scope | Web SDK documentation specifies a separate Cross-Device feature subscription for combined web/mobile attribution. | Validate the actual anonymous, signed-in and cross-platform paths; a journey diagram does not prove every identity relationship. |
| Event structure | Web SDK distinguishes conversion events used in attribution reports from supporting events available in raw reporting. | Semantic attributes define fields such as transaction ID, revenue and products for exports and partner postbacks. |
| Data delivery | Connector documentation distinguishes cost ingestion from delivery to configured data destinations. | Growth offers raw-data delivery and API access; the export API returns a download link. |
Sources: Singular connector reference, Singular Web SDK, Airbridge Web SDK, Airbridge event structure, Airbridge export product and API reference.
Singular: inspect connector health before trusting ROAS
Singular’s connector documentation distinguishes missing credentials, empty source data and successful downstream delivery. A successful request does not necessarily mean a network returned spend. Separate connectors may be needed for acquisition costs and ad monetization, even when they come from the same network. Connector troubleshooting.
Our inference: Singular is worth evaluating first if your recurring problem is an analyst chasing incomplete cost reports. Bring two accounts from the same network and a regional partner. Require the vendor to show what was retrieved, which account it belongs to and what reached the destination. A clean dashboard alone cannot explain a missing source record.
Singular also documents website measurement, so it should not be dismissed as a mobile-only alternative. Its Web SDK instructions warn against installing both native JavaScript and Google Tag Manager implementations together because duplicate collection inflates metrics. The project needs one defined collection route. Web SDK setup requirements.
Airbridge: inspect the event contract across web and app
Airbridge distinguishes semantic attributes from arbitrary custom properties. Its documentation maps structured transaction and product fields into export columns and partner postback parameters. For a commerce funnel, that makes the purchase schema an integration decision rather than just an event-name decision. Event structure reference.
Our inference: Airbridge deserves the first pilot when marketing owns both the landing-page journey and app conversion. Ask the team to follow a cart or subscription selection into the app, then inspect the payment record in the export. Keep the business definition consistent even if web and mobile SDK method names differ.
Its Growth export offering includes cloud delivery and programmatic access. Confirm the actual schema, destination and schedule in your proposal; an API endpoint and an automated warehouse feed are different operating arrangements. Airbridge data delivery.
Pricing: compare scope and units
Singular lists Growth at $0.05/conversion, a 15,000-paid-conversion free offering and custom Enterprise. Automated ETL is optional; confirm allowances and billable activity.
Airbridge lists Core from $40/month with 500,000 data points, then $0.0001 each. Growth is custom. Confirm required networks, custom events and exports.
Use one forecast containing paid installs, re-engagement, website events, app events and required exports. Have both vendors identify which rows are billable and which features require a different plan. Conversion pricing and data-point pricing cannot be compared using one shared purchase count.
If your requirement is web-to-app measurement plus warehouse delivery, quote that complete scope. Include onboarding, support, retention, commitments and a higher-growth scenario. A cheap entry package is irrelevant if the pilot depends on capabilities available only in a different package.
What independent review pages add
Singular: G2’s review synthesis highlights support and campaign analysis, while visible feedback raises interface friction, complex integrations and export limitations. Singular reviews on G2.
Airbridge: G2 reviewers praise support, links and cross-platform analysis; some report slower large reports and integration work requiring technical help. Airbridge reviews on G2.
These are reviewer opinions, not a controlled comparison or proof that a particular issue affects your plan. Review samples mix roles, dates and implementations, and may include solicited or incentivized submissions. We use them to choose questions for a pilot rather than copy a star score.
Ask your own operator to investigate a missing campaign, build a funnel and download the required rows. Record where support is needed and whether its answer resolves the underlying discrepancy. That tests the reported friction against your work.
Worked pilot: a marketplace purchase from web to app
Synthetic scenario: a marketplace advertises products on a mobile website, then encourages app installation. Finance wants the cost and first completed order for each acquisition cohort. A canceled order should not remain part of the completed-order business metric.
| Event | Exact trigger | Required context |
|---|---|---|
checkout_started | Backend creates a checkout session; once per checkout. | Event ID, checkout ID, permitted account ID, product IDs, UTC time. |
order_payment_verified | Backend verifies a settled payment; once per transaction. | Transaction ID, order ID, event ID, numeric revenue, ISO currency, UTC time. |
order_canceled | Backend confirms cancellation; once per cancellation record. | Cancellation ID, original order ID, UTC time and reason category. |
- Routing: test installed and uninstalled devices. Acceptance: the expected product destination or documented fallback opens.
- Identity: test anonymous browsing, login and account switching. Acceptance: permitted identifiers match the intended account; unavailable relationships remain explicitly unjoined.
- Payment: replay one transaction through the retry path. Acceptance: downstream business revenue counts once under the agreed deduplication design.
- Cancellation: verify the separate cancellation record and how analysts exclude it from completed-order reporting. Do not assume every destination automatically subtracts revenue.
- Spend: compare matching timezone, currency and source dates. Explain missing source accounts and record the expected data delay.
- Export: retrieve purchase, cancellation and campaign fields from the quoted plan. Reconcile them to the chosen source report with documented exclusions.
For iOS, ask both vendors to demonstrate their supported Apple attribution workflow and label aggregate or modeled results. Customer-level joins are not an appropriate acceptance condition for privacy postbacks that do not supply customer identifiers.
Singular or Airbridge: which should you evaluate first?
Take a four-step quiz and watch the fit forecast change with each answer. This is our editorial routing model, not a product benchmark. Your answers stay in this page and are not stored or submitted.
Your evaluation starting point
How this quiz makes a recommendation
The live forecast divides the points from answered questions between the contenders. Before weighted answers, shares are evenly split. These shares are not winning probabilities. Business-pattern points are our editorial hypotheses about where to begin a demo. They are not ratings of accuracy, quality or exclusive capabilities.
| Pattern | Singular | Airbridge |
|---|---|---|
| A mobile app with a broad acquisition brief | 1 | 1 |
| An ad-supported mobile game | 1 | 0 |
| A customer journey spanning website and app | 1 | 3 |
| A team consolidating many ad accounts and spend sources | 3 | 1 |
| None of these, or still deciding | 0 | 0 |
The workflow question adds 3 points for its matching evaluation focus: campaign links → AppsFlyer; operations and callbacks → Adjust; cost normalization → Singular; web-to-app → Airbridge; lean game monetization → Tenjin. A focus outside this pair and “no single workflow” add no points. The higher total is evaluated first; equal totals recommend piloting both. The buying constraint changes the demo task, not the ranking. Mandatory requirements can override the result. Website-only answers bypass the comparison.