Data as of Sep 9, 2026 · Based on 311 AI responses from ChatGPT Search and Google AI Mode · See how Parse measures this
For businesses managing spam, the best approach is to combine a carrier-based network solution, such as T-Mobile Scam Shield or
Verizon Call Filter, with a specialized third-party app like
Hiya or . While carriers provide foundational network-level blocking, third-party apps often offer superior database-driven identification. For enterprise outbound calling, dedicated reputation services like and are recommended to ensure call delivery and trust.
Brands AI recommends here
Named in 78% of answers
Named in 47% of answers
Best for businesses needing both VoIP landline and mobile protection. It offers real-time, cloud-based automatic blocking of robocalls using a verified blacklist, making it a strong choice for cross-platform defense.
Named in 44% of answers
Named in 41% of answers
For a company trying to **reduce spam labeling, improve answer rates, and make legitimate calls display with trusted caller ID**, the strongest providers are usually the major **call reputation, spam analytics, and branded calling platforms**: Provider | Best for | Strengths | Considerations --- | --- | --- | ---
For a company trying to reduce spam labeling, improve answer rates, and make legitimate calls display with trusted caller ID, the strongest providers are usually the major call reputation, spam analytics, and branded calling platforms:
| Provider | Best for | Strengths | Considerations |
|---|---|---|---|
| Hiya | Broad consumer reach and spam reputation management | Strong spam detection database, caller identity, branded calling, analytics | Often paired with other vendors because carrier coverage differs |
| First Orion | High-volume outbound businesses | Branded calling, fraud detection, reputation management, strong enterprise focus | Especially important for companies calling many consumers |
| Transaction Network Services (TNS Call Guardian) | Carrier-grade reputation and authentication | Deep carrier analytics, call verification, risk scoring | More telecom-infrastructure oriented; onboarding can be less self-service |
Hiya First Orion## Best choices by company type
A typical large outbound operation should evaluate:
Prioritize:
TNS and First Orion are often considered for organizations where carrier-side validation and fraud prevention are major concerns.
A practical starting point:
Look for:
A published comparison by Global Wireless Solutions found Hiya had the strongest performance in that particular test among Hiya, First Orion, and TNS for spam identification accuracy, though real-world effectiveness depends on carrier relationships and your calling patterns.
If you share your industry (e.g., healthcare, collections, sales, banking), monthly call volume, and whether your problem is outbound calls being marked spam or inbound spam reaching employees/customers, the shortlist changes.
When a company is dealing with high volumes of spam, robocalls, or fraudulent interruptions, the right choice depends on whether you are looking for an **all-in-one business phone system (UCaaS)** with built-in protection, or a **specialized voice security/reputation platform** that integrates with your existing…
When a company is dealing with high volumes of spam, robocalls, or fraudulent interruptions, the right choice depends on whether you are looking for an all-in-one business phone system (UCaaS) with built-in protection, or a specialized voice security/reputation platform that integrates with your existing infrastructure.
The top providers across both categories are organized below:
If your primary concern is deep spam analytics, audio fingerprinting, or verifying your own outbound caller ID so your legitimate business calls aren't incorrectly flagged as spam by carriers, these specialist platforms lead the market:
If you want a complete cloud phone system where spam filtering and enhanced caller ID are natively integrated into the daily dialer app your employees use:
To help narrow down the best fit, tell me:
For companies looking to manage inbound spam or prevent their own legitimate outbound business calls from being mislabeled as "Scam Likely" or "Spam," the voice security and caller ID landscape centers around a few powerhouse providers. Depending on whether you are trying to *protect your internal team from incoming…
For companies looking to manage inbound spam or prevent their own legitimate outbound business calls from being mislabeled as "Scam Likely" or "Spam," the voice security and caller ID landscape centers around a few powerhouse providers.
Depending on whether you are trying to protect your internal team from incoming nuisance/fraud calls or ensure your outbound calls display verified caller IDs , the top solutions include:
Are you primarily trying to protect employees from receiving spam/scam calls on office phones, or do you need to fix outbound call numbers that are incorrectly flagged as spam by mobile carriers?
If the goal is **protecting a company’s outbound calls from being mislabeled as spam while also giving customers trustworthy caller ID**, I’d shortlist these providers: Provider | Best for | Spam detection / reputation | Caller ID / branding | My take --- | --- | --- | --- | ---
If the goal is protecting a company’s outbound calls from being mislabeled as spam while also giving customers trustworthy caller ID, I’d shortlist these providers:
| Provider | Best for | Spam detection / reputation | Caller ID / branding | My take |
|---|---|---|---|---|
| Hiya | Strong spam detection + caller intelligence | ⭐⭐⭐⭐⭐ | ⭐⭐⭐⭐⭐ | Best overall for detection |
| Numeracle | Enterprise reputation management | ⭐⭐⭐⭐⭐ | ⭐⭐⭐⭐⭐ | Best for businesses trying to fix spam labels |
| First Orion | Carrier-level spam protection | ⭐⭐⭐⭐⭐ | ⭐⭐⭐⭐ | Strong choice, particularly for T-Mobile ecosystem |
| TNS | Telecom/carrier analytics | ⭐⭐⭐⭐ | ⭐⭐⭐⭐ | Strong carrier infrastructure |
| Twilio | Programmable voice/contact centers | ⭐⭐⭐⭐ | ⭐⭐⭐⭐ | Best if you're already building on a CPaaS |
1. Numeracle — best specifically for a company worried about its own calls being marked spam.
Numeracle is somewhat different from a pure spam-detection provider. It manages number reputation, identity verification, spam-label remediation and branded caller ID. It says it monitors numbers across major wireless carriers and can actively remediate incorrect spam labels rather than merely telling you that a label exists.
That's particularly attractive for sales teams, collections, healthcare, financial services and contact centers where legitimate outbound calls getting tagged "Spam Likely" can directly hurt answer rates.
2. Hiya — best for the underlying spam/caller-intelligence capability.
Hiya has a strong track record in identifying unwanted calls. In a Global Wireless Solutions test, Hiya reported an 87% identification rate and 0.25% error rate, versus 55%/1.26% for First Orion and 34%/1.48% for TNS. That particular study was conducted several years ago and shouldn't be treated as a current universal ranking, but it is useful evidence of Hiya's detection capabilities.
Hiya is especially compelling if you want caller reputation, identity and spam intelligence integrated into a communications product rather than just a tool for fixing your own phone numbers.
3. First Orion — excellent carrier-grade alternative.
First Orion is one of the major analytics providers used in the carrier ecosystem. It's a particularly relevant option when your concern is how calls are classified by mobile networks rather than simply what your PBX displays as caller ID.
4. TNS — strong for telecom-scale deployments.
TNS is another major player in carrier-level call analytics and authentication. I'd consider it more when you're a telecom/communications provider or have a very large-scale calling operation.
5. Twilio — best if you're building the calling infrastructure yourself.
Twilio's strength is different: its platform gives developers tools for authenticated calling with STIR/SHAKEN, which helps establish that the caller ID hasn't been spoofed. Twilio notes that STIR/SHAKEN attestation is an input used by call-analytics providers when determining whether calls should appear as verified, potential spam, voicemail, or blocked.
If you're an enterprise that already has phone numbers and is experiencing "Spam Likely" problems, I'd start with Numeracle.
If you're evaluating the spam-detection technology itself, I'd put Hiya at the top of the list.
If you're building a new cloud contact center or voice application, I'd look at Twilio + a dedicated reputation/branding solution such as Numeracle, rather than expecting STIR/SHAKEN alone to solve spam labeling.
One important distinction: STIR/SHAKEN proves caller identity; it does not guarantee that a call won't be labeled spam. Reputation, calling behavior, number history and carrier analytics still matter.
If you tell me roughly how many outbound calls/numbers your company has and whether you're a contact center, sales organization, healthcare provider, bank, etc., I can narrow this down to the top 2–3 vendors and compare pricing, carrier coverage, branded caller ID, API support, and spam-remediation capabilities.
For a company trying to **reduce spam labeling, identify callers, and increase legitimate call answer rates**, the strongest enterprise providers are **Hiya, First Orion, and TNS Communications**. They overlap, but their strengths differ. Provider | Best for | Spam detection | Branded Caller ID | Reputation monitoring…
For a company trying to reduce spam labeling, identify callers, and increase legitimate call answer rates, the strongest enterprise providers are Hiya, First Orion, and TNS Communications. They overlap, but their strengths differ.
| Provider | Best for | Spam detection | Branded Caller ID | Reputation monitoring | My take |
|---|---|---|---|---|---|
| Hiya | Broad carrier/device coverage + AI detection | ⭐⭐⭐⭐⭐ | ⭐⭐⭐⭐⭐ | ⭐⭐⭐⭐⭐ | Best overall |
| First Orion | Enterprise call reputation + spoof protection | ⭐⭐⭐⭐⭐ | ⭐⭐⭐⭐⭐ | ⭐⭐⭐⭐⭐ | Best enterprise-focused alternative |
| TNS Communications | Carrier-grade authentication/branding | ⭐⭐⭐⭐ | ⭐⭐⭐⭐⭐ | ⭐⭐⭐⭐ | Strong for telecom-heavy deployments |
Hiya is probably my first choice if spam detection accuracy and broad caller-ID intelligence are the priorities.
Its enterprise products combine spam/fraud detection, caller reputation, number registration, and branded calling. Hiya says its intelligence is based on a global voice network covering 550M+ people and 40+ countries, with integrations into carriers and device manufacturers.
For outbound businesses, Hiya Number Registration is particularly useful because it lets companies monitor whether their numbers are being flagged as spam and improve their caller reputation. Its Branded Call product can display the business name, logo, and call reason on supported devices/networks.
Historically, an independent study comparing Hiya, First Orion, and TNS found Hiya had the highest spam identification rate among the three tested providers, although that study is several years old and shouldn't be treated as a current benchmark.
Best fit: banks, healthcare, insurance, retailers, contact centers, and any company making large volumes of outbound calls.
First Orion is especially compelling if you want a full enterprise calling-reputation stack.
Its products include:
That makes First Orion particularly attractive for companies with large contact centers or lots of phone numbers, where simply having caller ID isn't enough—you need ongoing monitoring and remediation.
First Orion also won Juniper Research's 2025 Gold Award for Best Robocalling Mitigation Solution for SENTRY.
Best fit: large enterprises, contact centers, financial services, healthcare, and organizations worried about both outbound reputation and spoofing.
TNS Communications is worth considering when your deployment has a strong telecom/carrier infrastructure component.
Its Enterprise Branded Calling solution combines verified business identity, branded caller ID, calling-name display, and number reputation improvements. TNS specifically positions it around reducing spam labels and inaccurate spam classifications while improving answer rates.
Best fit: telecom operators, large enterprises with sophisticated voice infrastructure, and companies already working with TNS.
If I were evaluating them for a business today:
One important distinction: caller ID and spam prevention aren't the same thing. Registering a number or displaying your business name doesn't guarantee that carriers won't label a call as spam. Recipient behavior, calling patterns, complaints, and carrier-specific reputation systems still matter. Hiya explicitly notes that branded calling reduces spam-label risk but doesn't provide a 100% guarantee.
If you tell me your industry, approximate outbound call volume, countries/carriers you call, and whether you need inbound spam filtering or outbound caller-ID protection, I can narrow this down to the best 2–3 options and compare pricing, integrations, coverage, and APIs.
Its Enterprise Branded Calling solution combines verified business identity, branded caller ID, calling-name display, and number reputation improvements. TNS specifically positions it around reducing spam labels and inaccurate spam classifications while improving answer rates.
Best fit: telecom operators, large enterprises with sophisticated voice infrastructure, and companies already working with TNS.
If I were evaluating them for a business today:
When a company is targeted by or concerned about spam, robocalls, and number spoofing, choosing a business phone provider with robust **STIR/SHAKEN digital attestation**, **real-time AI spam scoring** , and **reputation management** is critical. The top providers and underlying tech ecosystems known for the best spam…
When a company is targeted by or concerned about spam, robocalls, and number spoofing, choosing a business phone provider with robust STIR/SHAKEN digital attestation, real-time AI spam scoring , and reputation management is critical.
The top providers and underlying tech ecosystems known for the best spam detection, blocking, and caller ID integrity for businesses include:
If you'd like to narrow this down, let me know:
No sources cited
For a company looking to secure its communications and protect employees from nuisance or fraudulent interruptions, the top providers for **enterprise-grade spam detection and verified caller ID** are **Hiya, First Orion, TNS (Transaction Network Services) Call Guardian, and…
For a company looking to secure its communications and protect employees from nuisance or fraudulent interruptions, the top providers for enterprise-grade spam detection and verified caller ID are Hiya, First Orion, TNS (Transaction Network Services) Call Guardian, and Nomorobo.
When businesses need to balance internal protection against inbound spam with outbound caller authenticity (so their own calls aren’t flagged as spam), these major ecosystem providers lead the market:
| Provider | Core Strength | Best For |
|---|---|---|
| Hiya | Global voice security, adaptive AI spam analytics, and branded caller ID | Enterprises seeking robust inbound protection and reliable identity labeling across mobile networks. |
| First Orion | Branded communication, scam protection, and rich call display | Large corporations wanting branded enterprise caller ID and fraud risk reduction. |
| TNS Call Guardian | Deep carrier-level analytics and robocall-blocking infrastructure | Organizations tied heavily to traditional or tier-1 telecom carrier networks. |
| Nomorobo | Cloud-based VoIP and landline real-time spam screening | Small-to-medium business VoIP setups needing reliable, set-it-and-forget-it robocall interception. |
Watch this overview to see how modern call filtering and carrier-level apps help suppress high volumes of spam calls:
3:57
Scam call blocking: Free tools that really cut down on unwanted ...1.6K views · 6 months ago
YouTube · WSPA 7News
Key Solutions to Consider
To help narrow down the best fit, tell me:
If you mean **providers a company can use to reduce its own outbound calls being mislabeled as spam, while improving caller ID/brand recognition**, the strongest options are: Provider | Best for | Key strengths --- | --- | ---
If you mean providers a company can use to reduce its own outbound calls being mislabeled as spam, while improving caller ID/brand recognition, the strongest options are:
| Provider | Best for | Key strengths |
|---|---|---|
| hiya.com | Best overall | Branded Caller ID, number registration, reputation monitoring, spam analytics, and network-level intelligence. Hiya says its network analyzes 28B+ calls/month across 40+ countries. Hiya Hiya |
| firstorion.com | Enterprise outbound calling | Branded calling, real-time reputation monitoring, spam-label alerts, spoofing protection, and inbound risk detection. First Orion First Orion |
| tnsi.com | Carrier/network-grade call authentication | Particularly relevant if you're a telecom operator, CPaaS, or large communications platform needing analytics and authentication infrastructure. |
One important distinction: caller ID, branded calling, and spam detection are different layers. A company should ideally have (1) number registration/reputation management, (2) branded caller ID, and (3) monitoring of how its numbers are actually being labeled by carriers. No provider can guarantee that legitimate calls will never receive a spam label; recipient behavior and carrier algorithms still matter.
If you tell me whether you're a business making outbound calls, a call-center/CCaaS provider, or a telecom/CPaaS, I can narrow this to the best 2–3 providers and compare pricing, API integration, carrier coverage, and spam-detection accuracy.
For a company trying to **reduce spam labeling, improve outbound answer rates, and provide trusted caller ID**, the strongest providers are usually the ones that work directly with the major carrier spam analytics ecosystems. There is no single vendor that controls all spam detection; the U.S. market is largely split…
For a company trying to reduce spam labeling, improve outbound answer rates, and provide trusted caller ID, the strongest providers are usually the ones that work directly with the major carrier spam analytics ecosystems. There is no single vendor that controls all spam detection; the U.S. market is largely split among Hiya, First Orion, and TNS, each influencing different carrier networks.
| Provider | Best for | Strengths | Considerations |
|---|---|---|---|
| Hiya | Broad spam detection accuracy and branded calling | Large call intelligence network, caller reputation, branded caller ID, strong consumer feedback signals | Primarily associated with AT&T and Samsung caller experiences |
| First Orion | Enterprise branded calling and reputation management | Strong carrier relationships, business identity verification, reputation monitoring, branded calls with name/logo/reason | Especially important for T-Mobile ecosystem |
| Transaction Network Services (TNS) | Enterprise carrier-grade call analytics | Network-level visibility, call authentication, reputation scoring, branded calling support | Especially important for Verizon ecosystem |
| Numeracle | Managing outbound call reputation across vendors | Helps enterprises monitor, register, and remediate numbers across multiple analytics engines | Often complements rather than replaces carrier analytics providers |
LineShield First Orion## Which one has the “best” spam detection?
If you mean raw spam identification accuracy, Hiya has published testing showing higher identification rates and lower false-positive rates than First Orion and TNS in one independent evaluation it commissioned with Global Wireless Solutions. That study reported Hiya identifying 87% of tested spam numbers versus 55% for First Orion and 34% for TNS, though methodologies and real-world results can vary.
For a large company making legitimate outbound calls, however, “best” is less about catching spam and more about avoiding being mislabeled as spam. In that case, many enterprises use a combination:
First Orion1. Use branded calling
First Orion First Orion## Typical enterprise stack recommendations
The biggest mistake companies make is choosing only one provider; a number can look clean on one carrier and still be flagged on another because the major analytics engines operate separately.
If you share your use case (sales calls, customer support, collections, healthcare, bank, call center size, and approximate monthly call volume), I can narrow this to the best-fit vendors and architecture.
For a company looking to protect its enterprise infrastructure, employees, or outbound call reputation from spam and spoofing, the top providers specializing in enterprise-grade spam detection, caller ID authentication, and number reputation management are **Hiya, First Orion, and Neustar…
For a company looking to protect its enterprise infrastructure, employees, or outbound call reputation from spam and spoofing, the top providers specializing in enterprise-grade spam detection, caller ID authentication, and number reputation management are Hiya, First Orion, and Neustar (TransUnion).
Watch this overview of how mobile carriers and modern tools approach scam and spam call filtering:
3:57
Scam call blocking: Free tools that really cut down on unwanted ...1.5K views · 6 months ago
YouTube · WSPA 7News
Top Enterprise Spam Detection & Branded Caller ID Providers
Comparison of Enterprise Solutions
| Provider | Core Strength | Key Enterprise Feature |
|---|---|---|
| Hiya | Global call intelligence | Number reputation management & branded ID |
| First Orion | Carrier-level data analytics | Anti-spoofing protection & SENTRY |
| Neustar | Identity resolution & data | SHAKEN/STIR authentication compliance |
| Carrier Suites | Network-level enforcement | Native device management & bulk blocking |
To help narrow down the ideal choice, please share: