Singular

Name: Singular
Brand: Singular

Futureproof your growth with next-gen attribution and analytics

Est 2014|Valuation $120M|Raised $55.8M|70 Ref Customers

LinkedIn 30K|Web traffic 1.3M|FTEs 212|HQ Palo Alto, California, US

MarketsMarketing Attribution Mobile Attribution (MMP)

Published Oct 15, 2026

01Common complaints

- If your operations require guaranteed real-time or intraday reporting and cannot tolerate data delays or slower UI responsiveness (consistent reviewer feedback notes latency issues). - If you require highly bespoke dashboards and deep customization beyond the reporting UI limits described by reviewers. - If procurement requires explicit public documentation of SOC 2 Type II scope, ISO certifications, or detailed security controls without an NDA process. - If your selection criteria prioritize the largest possible partner ecosystem out-of-the-box and integration count as the primary decision factor. - If your team lacks resources for ongoing attribution quality assurance and reconciliation (MMPs generally require continuous monitoring; reviewers cite Singular customers spending effort on data flow checks and troubleshooting).

Deal disqualifiers (poor fit)

Very small teams with minimal paid spend (may not justify MMP overhead)
Teams requiring near-real-time data for intraday bidding decisions (reviews indicate latency can be an issue)
Organizations requiring fully public, independently verifiable security documentation without engaging the vendor under NDA

Issues repeatedly reported by customers

Interface design and navigation friction
Slowness and data loading delays
Limited customization in some reporting components
Lack of near-real-time data for certain optimization workflows

Vendor-acknowledged limitations (public)

Migration and testing guidance explicitly notes constraints: not all ad networks support dual-MMP measurement.
Some integrations are platform-specific (e.g., certain conversions API capabilities are limited to specific measurement configurations).

Roadmap visibility

Some reviewers report that the vendor engaged customers for roadmap input; however, roadmap timelines and delivery certainty are not independently verifiable in public sources.

02Why they buy

Unique selling points supported by customer feedback

Support and onboarding: Frequently cited as a strength in reviews, with customers reporting responsive assistance and onboarding support.
Centralized reporting and cost aggregation: Users cite value in consolidating performance and cost data across networks.

Unique selling points primarily vendor-claimed (needs validation)

The vendor states export/ETL capabilities that are integrated into the platform; buyers should verify the scope, included connectors, and any plan-based limitations.
Claims related to the efficacy of fraud detection should be validated through documentation, sampling, and independent testing where possible.

Areas competitors appear advantaged

Competitors may present broader partner ecosystems and different privacy positioning; such claims should be validated independently.

03Field reports

Review platform sentiment snapshots

G2: Very highly rated on G2; auto-summarized themes emphasize strong support and ease of use, with UI/navigation cited as a negative theme.
Capterra: Very highly rated on Capterra; reviews highlight onboarding and usability benefits.
TrustRadius: Well rated on TrustRadius; overview references a past merger that expanded attribution and audience-management capabilities.

Representative customer feedback (paraphrased for neutral tone)

**Positive:** - Training during onboarding and the UI design were described as making the tool relatively intuitive for marketing reporting, optimization, and fraud protection (Performance Marketing Manager). - Visualizations were described as readable and customer service described as highly responsive (Senior Accountant). - Reviewers noted ease of use and convenience for campaign analysis and management, and positive customer service interactions (Senior UA Manager). **Negative / critical:** - Some users reported the product felt slow and provided limited customization (Head of Data). - Concerns included report interface limitations and lack of real-time data (Operations Director). - Other reviewers cited issues with UI flexibility and data load that affected downstream reports. **Theme-level pros/cons (aggregated):** - Pros themes include customer support and ease of use. - Cons themes include interface design concerns, limited features for some use cases, and data limitations.

Why customers choose Singular (evidence in reviews)

Common decision drivers seen in reviews:

Perceived support quality and responsiveness (repeated across platforms)
Centralized reporting for multiple channels
ETL/data export capability cited as valuable by some reviewers
Some reviewers report favorable pricing compared to certain competitors

Why some customers switch or hesitate (churn/objections)

Review content suggests typical deal-breakers include:

Performance issues (slow UI, delayed data loading)
Customization limits in reporting and dashboarding
Lack of near-real-time data (for teams needing same-day or intraday optimization)
Data discrepancies that require ongoing monitoring and support tickets

Vendor-published testimonials (examples)

The vendor site includes testimonial-style quotes emphasizing data aggregation, partnership, and support responsiveness. **Critical evaluation:** - These are vendor-provided testimonials and typically do not include methodology, baseline comparisons, or independently audited ROI. - Buyers should treat such claims as directional and request: - Before-and-after measurement methodology - Reconciliation approach versus ad networks and internal BI - Definitions for ROAS and ROI metrics used in case studies

Quantified outcomes

Publicly presented quantified customer ROI metrics are limited and are most often vendor-presented. Trend reports published by the vendor analyze large datasets, but those analyses are not independently audited in the reviewed material.

04Best fit

Company size

Mid-market organizations and enterprise customers are well represented. Best fit often arises when teams have sustained paid UA spend, multiple channels/networks, and a need for consistent cost and performance reconciliation.

Industries / verticals

Mobile gaming and other app-driven businesses are prominent in the customer base.

Roles and personas

Decision makers: Head/Director of Growth, VP Marketing, Head of UA, and Data/Analytics leaders.
Daily users: UA managers, performance marketers, marketing analysts, growth operations.
Technical stakeholders: Mobile engineers (SDK), data engineers (exports/ETL), security and procurement contacts.

Qualification criteria (good fit)

Need cross-channel attribution and cost aggregation
Willingness to invest in integration and ongoing data QA
Desire for consultative support during migration and ongoing operations

05The pitch

What the product does (objective value proposition)

Singular is a B2B marketing measurement platform primarily known as a Mobile Measurement Partner (MMP) for mobile attribution, with adjacent capabilities including cost aggregation, ROI/ROAS analytics, ad fraud prevention, deep linking, and (in higher tiers/add-ons) ETL/data export to warehouses and BI tools. The vendor describes the product as providing attribution and analytics across mobile and, in some configurations, web/PC/console measurement. In practical terms, Singular is used by growth and UA teams to: - Attribute installs and post-install events to marketing sources (click-through and view-through) - Centralize ad cost and performance data from multiple ad networks - Create standardized reporting across networks, apps, and regions - Export user-level or aggregated data to internal BI/warehouses (often a premium feature)

Target market and positioning

- **Primary users:** User Acquisition (UA) managers, performance marketers, growth analytics, marketing ops, and data teams supporting paid acquisition. - **Common verticals:** Mobile-first categories, notably gaming, as well as fintech, entertainment, and consumer apps, as reflected in review platform category breakdowns. - **Positioning theme:** The vendor positions the product as an attribution provider with added emphasis on cost aggregation, ETL/export capabilities, and ROI analytics.

Get a comprehensive analysis of Singular including market position, competitive landscape, adoption trends, and peer benchmarks.

Download full report →