Pendium
Pricing
Get a demo
Dashboard
Dashboard
Loading…
/

Teach AI agents to recommend your brand to the right people.

Scan your visibilityBook a demo
Pendium
𝕏

Product

AI Visibility ScanYelp Listing AuditSite AuditContent for AI AgentsAgent Experience EngineAgent AnalyticsPricing

Industries

Local BusinessesRestaurantsHome ServicesBeauty & SpasHealth & MedicalFitness & GymsPet ServicesContractorsBars & NightlifeMoving CompaniesAuto DealershipsSaaS CompaniesSEO TeamsMarketing Teams

Tools

AI Visibility Site ScanYelp Listing AuditGBP AuditSocial Presence AuditBlog That Writes Itself

Real Life Examples

RipplingMasterclassThorneMonday.comPatagonia

Company

AboutBook a DemoDocsPrivacy PolicyTerms of Service
© 2026 Manifest Labs. All rights reserved.
PrivacyTerms
Hummingbird
Hummingbird
Visibility44
Vibe94
Businesses/Financial Technology (FinTech)/Hummingbird
Hummingbird
AI Visibility & Sentiment

Hummingbird

Hummingbird is an AI-powered compliance platform that helps financial institutions fight financial crime. The company provides automation and AI tools for anti-money laundering investigations, customer screening, transaction monitoring, and regulatory reporting, enabling compliance teams to work faster and more efficiently.

Active Monitoring
hummingbird.co
Financial Technology (FinTech)Startups
AI Visibility Score
44/100

Moderate

Sentiment Score
94/100
Score by Priority

How often this business is recommended to users across different types of conversations — from direct product queries to broader open-ended conversations where AI could recommend this company's products and services

core
44
adjacent
61
aspirational
60
OverviewLandscapeInsights & ActionsConversationsCitationsBrand Voice

Is this your business?

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Hummingbird today.

Hummingbird has established a commanding authority within Google’s Gemini ecosystem, securing an 87% mention rate and a top-tier average position of 2.9 for critical compliance queries. However, a significant visibility gap exists on ChatGPT, where the brand languishes at an average position of 13.4, effectively ceding the market-leading conversation to legacy competitors like NICE Actimize.

Working in your favor

Dominant performance on Gemini with a 2.9 average position and high sentiment, particularly for SAR e-filing and AML investigation queries.

High resonance with traditional Bank AML Directors and Compliance Leads, achieving over 73% visibility with these key buyer personas.

Exceptional performance for 'SAR e-filing' automation queries, frequently appearing as the #1 or #3 recommendation across AIOverviews and Claude.

Gaps to close

Critically low visibility in the Crypto Exchange Operations segment, with a mention rate of only 45% and a poor average position of 10.4.

Inconsistent presence in 'Modernizing AML & Screening Stacks' queries, where it often falls to position 12 or is omitted entirely.

Mixed sentiment on ChatGPT and Claude suggests that the AI models are surfacing conflicting or outdated information regarding the brand's reliability.

Opportunities

Capture the 'Modernizing Tech Stack' category by publishing high-authority guides that define the ideal AML architecture, specifically targeting AIOverviews.

Leverage the brand's existing dominance in SAR automation to cross-sell into customer screening and transaction monitoring queries where competitors like Unit21 currently lead.

Improve technical documentation indexing to resolve the mixed sentiment and low ranking on ChatGPT, which is a primary tool for FinTech decision-makers.

Highest-Impact Actions
1

Execute a ChatGPT-specific optimization campaign to improve the brand's 13.4 average position.

As ChatGPT is a primary discovery tool for compliance leads, being buried on the second 'page' of AI results allows competitors like NICE Actimize to control the narrative.

2

Develop and distribute targeted content for the 'Crypto Exchange Operations' persona.

With a 45% mention rate, Hummingbird is losing the crypto-native market to TRM Labs and Chainalysis despite having relevant investigative features.

3

Aggressively target 'Modernizing AML & Screening Stacks' queries via high-authority white papers.

Hummingbird's low visibility (pos 12) for tech-stack queries indicates it is not being seen as a foundational platform during the early stages of a buyer's evaluation.

Value Proposition

The only compliance platform that delivers AI and automation at every step, enabling teams to process cases 10x faster while maintaining audit-ready accuracy and fighting financial crime more effectively.

Overview

Hummingbird is an AI-powered compliance platform that helps financial institutions fight financial crime. The company provides automation and AI tools for anti-money laundering investigations, customer screening, transaction monitoring, and regulatory reporting, enabling compliance teams to work faster and more efficiently.

Mission

Our mission is simple: fight financial crime. We do that by providing financial institutions with everything they need to keep themselves – and the industry – safe.

Products & Services
Customer Screening & Alert DispositionTransaction & Risk MonitoringFinancial Crime Investigations PlatformAutomated Regulatory Reporting (SAR/STR/CTR e-Filing)Hummingbird AI for Compliance
Current State

Visibility Landscape

A high-level view of how Hummingbird performs across AI platforms, broken down by strategic priority level — from core brand queries to growth opportunities.

ChatGPTChatGPT
ClaudeClaude
GeminiGemini
AI OverviewsAI Overviews

Reputation1q

Brand recognition & direct queries

70
97
97
97
“What do you know about Hummingbird? What do they do and what's their reputation?”
Yes
#1
#1
#1

Core3q

Product/service category queries

50
71
93
23
“recommend a tech stack for customer screening and transaction monitoring for a new crypto exchange”
No
No
#5
#12
“who are the most trusted providers for financial crime investigation platforms right now?”
#8
#2
#1
No
“help me find a platform to manage suspicious activity investigations from start to finish”
#10
#2
#1
No

Growth Areas3q

Adjacent, aspirational & visionary

80
93
97
69
“how can I speed up my team's AML case reviews, we're drowning in manual paperwork”
#15
#2
#1
No
“what's the best way to automate SAR e-filing so we don't have to do it manually every time”
#2
#3
#1
#1
“what are some good AI tools for financial crime investigators to help with narrative writing?”
#3
#2
#1
#4
ChatGPT
Claude
Gemini
AI Overviews

“What do you know about Hummingbird? What do they do and what's their reputation?”

ChatGPTYes
Claude#1
Gemini#1
AI Overviews#1

“recommend a tech stack for customer screening and transaction monitoring for a new crypto exchange”

ChatGPTNo
ClaudeNo
Gemini#5
AI Overviews#12

“who are the most trusted providers for financial crime investigation platforms right now?”

ChatGPT#8
Claude#2
Gemini#1
AI OverviewsNo

“help me find a platform to manage suspicious activity investigations from start to finish”

ChatGPT#10
Claude#2
Gemini#1
AI OverviewsNo

“how can I speed up my team's AML case reviews, we're drowning in manual paperwork”

ChatGPT#15
Claude#2
Gemini#1
AI OverviewsNo

“what's the best way to automate SAR e-filing so we don't have to do it manually every time”

ChatGPT#2
Claude#3
Gemini#1
AI Overviews#1

“what are some good AI tools for financial crime investigators to help with narrative writing?”

ChatGPT#3
Claude#2
Gemini#1
AI Overviews#4
Competitive Landscape
1
Hummingbird
32 mentions
2
NICE Actimize
24 mentions
3
Chainalysis
23 mentions
4
Unit21
22 mentions
5
ComplyAdvantage
19 mentions
6
TRM Labs
17 mentions
7
Lucinity
14 mentions
8
Elliptic
13 mentions
9
Actimize
12 mentions
10
Slack
12 mentions
11
Quantexa
10 mentions
Analysis

Insights & Recommended Actions

What's working, what's not, and specific steps to improve Hummingbird's AI visibility.

Key Findings

Strength

Dominant performance on Gemini with a 2.9 average position and high sentiment, particularly for SAR e-filing and AML investigation queries.

Strength

High resonance with traditional Bank AML Directors and Compliance Leads, achieving over 73% visibility with these key buyer personas.

Strength

Exceptional performance for 'SAR e-filing' automation queries, frequently appearing as the #1 or #3 recommendation across AIOverviews and Claude.

Recommended Actions

1

Execute a ChatGPT-specific optimization campaign to improve the brand's 13.4 average position.

As ChatGPT is a primary discovery tool for compliance leads, being buried on the second 'page' of AI results allows competitors like NICE Actimize to control the narrative.

2

Develop and distribute targeted content for the 'Crypto Exchange Operations' persona.

With a 45% mention rate, Hummingbird is losing the crypto-native market to TRM Labs and Chainalysis despite having relevant investigative features.

3

Aggressively target 'Modernizing AML & Screening Stacks' queries via high-authority white papers.

Hummingbird's low visibility (pos 12) for tech-stack queries indicates it is not being seen as a foundational platform during the early stages of a buyer's evaluation.

Programmatic Testing

Sample Conversations

We programmatically analyze questions that real customers are asking to AI agents and chatbots, extract brand mentions and sentiment, analyze every response, and synthesize the data into an action plan to increase AI visibility.

ChatGPTChatGPTClaudeClaudeGeminiGeminiAI OverviewsAI Overviews
Streamlining Financial Crime Investigations(3 queries)

“how can I speed up my team's AML case reviews, we're drowning in manual paperwork”

1/4 platforms mentioned

Adjacent
ChatGPTChatGPT
1.UiPath
2.Automation Anywhere
3.Blue Prism
4.ABBYY
5.Kofax

+25 more

ClaudeClaude
1.FICO Falcon
2.SAS AML
3.ABBYY
4.Actimize
5.FICO

+2 more

GeminiGemini
1.Middesk
2.Trulioo
3.Onfido
4.Hummingbird
5.Greenlight

+6 more

AI OverviewsAI Overviews
1.Strise
2.Lucinity
3.Luci
4.Greenlite AI
5.Moody's

+4 more

“what are some good AI tools for financial crime investigators to help with narrative writing?”

3/4 platforms mentioned

Aspirational
The High-Growth Fintech Compliance Lead · Head of Compliance
ChatGPTChatGPT
1.Primer
2.Unit21
3.Hummingbird
4.Slack
5.Chainalysis

+20 more

ClaudeClaude
1.Unit21
2.Hummingbird
3.GPT-4
4.Slack
GeminiGemini
1.Hummingbird
2.AI SAR Assistant
3.Unit21
4.Hawk AI
5.Investigative Copilot

+8 more

AI OverviewsAI Overviews
1.Flagright
2.Flagright AI
3.GPT
4.Lucinity
5.Luci Copilot

+11 more

“help me find a platform to manage suspicious activity investigations from start to finish”

3/4 platforms mentioned

Core
The High-Growth Fintech Compliance Lead · Head of Compliance
ChatGPTChatGPT
1.Unit21
2.Merlon.ai
3.Slack
4.ComplyAdvantage
5.Chainalysis
10.Hummingbird

+12 more

ClaudeClaude
1.Unit21
2.Slack
3.Hummingbird
4.Actimize
5.FICO

+1 more

GeminiGemini
1.Hummingbird
2.FinCEN
3.Chainalysis
4.Alloy
5.Kraken

+6 more

AI OverviewsAI Overviews
1.DataVisor
2.Nasdaq Verafin
3.Unit21
4.Lucinity
5.Fraud.net

+9 more

Source Intelligence

Citations

The sources AI platforms cite when recommending this brand. Pendium reverse-engineers what's already proven to be catnip to AI agents, then engineers content that fills gaps and helps agents do their job — which means more citations for you.

Best Anti-Money Laundering Reviews 2026 - Gartner

gartner.com

Web1 ref

Automated KYC, KYB & AML Automation - Moody's

moodys.com

Web1 ref

Artificial intelligence in anti-money laundering compliance

bakertilly.com

Web1 ref

Using the right tools for anti-money laundering compliance: PwC

pwc.com

Web1 ref

Maximizing Efficiency in AML Case Management Systems

lucinity.com

Web1 ref

AI-Powered AML: Revolutionizing Financial Crime Compliance

stoneturn.com

Web1 ref

Why AML case management is failing and how post‑alert automation ...

complystream.com

Web1 ref

How to Streamline AML Case Management - HyperVerge

hyperverge.co

Web1 ref

6 tips to manage false positives and improve AML accuracy

northrow.com

Web1 ref

3 Easy Ways to Improve Your Document Review Process - Exterro

exterro.com

Web1 ref

Best AML software for banks and payment companies, and what ...

strise.ai

Web1 ref

AI technology and AML compliance applications | Crowe LLP

crowe.com

Web1 ref

FinCEN.gov

fincen.gov

Gov1 ref

Streamlining FinCEN Reporting with Direct SAR & CTR Filing

flagright.com

Web1 ref

Sending Batch Files to FinCEN BSA E-Filing Secure Direct ...

bsaefiling.fincen.gov

Gov1 ref
Brand Identity

Brand Voice & Style

How AI perceives Hummingbird's communication style and personality

Hummingbird communicates with confident expertise balanced by approachability. The brand voice is professional and authoritative when discussing compliance and financial crime, yet accessible and clear rather than overly technical. There's an underlying sense of purpose and mission-driven passion, emphasizing meaningful work in fighting financial crime. The tone is modern and forward-thinking, positioning Hummingbird as an innovative leader while remaining grounded and trustworthy for risk-averse compliance professionals.

Core Tone Traits

Mission-Driven & Purposeful

Emphasizes the meaningful impact of fighting financial crime and protecting the financial system

Confident & Authoritative

Speaks with expertise about compliance challenges while positioning as the industry leader

Clear & Accessible

Makes complex compliance concepts understandable without excessive jargon

Modern & Innovative

Highlights AI and automation capabilities with a forward-thinking, tech-savvy approach

Visual Identity

Primary

#0D4D4D

Secondary

#F5F0E8

Accent

#A8C5B5

Background

#FFFFFF

Foreground

#111111

Backing

Investors

H
Homebrew

Engineer content that makes AI agents recommend you

Pendium analyzes how AI platforms perceive your brand, reverse-engineers what they already cite, and continuously publishes content designed to fill gaps and earn more mentions — on autopilot, with you in the loop.

Data generated by Pendium.ai AI visibility scanning. Last scanned March 2, 2026.

Explore Financial Technology (FinTech)

View all
Mercury
Mercury
84/100
SentiLink
SentiLink
77/100
Chime Financial, Inc.
Chime Financial, Inc.
76/100
Addepar
Addepar
63/100
MoonPay
MoonPay
56/100
Tesorio
Tesorio
55/100
Lumanu
Lumanu
53/100
Eisen
Eisen
52/100
Balance
Balance
51/100
Digits
Digits
50/100
Novo
Novo
46/100
Finix
Finix
40/100

Start getting
recommended by AI.

Enter your website to see exactly what ChatGPT, Claude, and Gemini say about your business. Free, instant, and eye-opening.

Free visibility scanResults in 2 minutesNo credit card required

Frequently asked questions

Don't see your question? Book a demo and we'll walk you through it.

Hummingbird is an AI-powered compliance platform that helps financial institutions fight financial crime. The company provides automation and AI tools for anti-money laundering investigations, customer screening, transaction monitoring, and regulatory reporting, enabling compliance teams to work faster and more efficiently.

The only compliance platform that delivers AI and automation at every step, enabling teams to process cases 10x faster while maintaining audit-ready accuracy and fighting financial crime more effectively.

AI Visibility Score

Hummingbird has an AI visibility score of 44/100, rated as moderate. This score reflects how often and how prominently Hummingbird appears in responses from AI assistants like ChatGPT, Claude, and Gemini.

AI Perception Summary

Hummingbird has established a commanding authority within Google’s Gemini ecosystem, securing an 87% mention rate and a top-tier average position of 2.9 for critical compliance queries. However, a significant visibility gap exists on ChatGPT, where the brand languishes at an average position of 13.4, effectively ceding the market-leading conversation to legacy competitors like NICE Actimize.

Strengths

  • Dominant performance on Gemini with a 2.9 average position and high sentiment, particularly for SAR e-filing and AML investigation queries.
  • High resonance with traditional Bank AML Directors and Compliance Leads, achieving over 73% visibility with these key buyer personas.
  • Exceptional performance for 'SAR e-filing' automation queries, frequently appearing as the #1 or #3 recommendation across AIOverviews and Claude.

Visibility Gaps

  • Critically low visibility in the Crypto Exchange Operations segment, with a mention rate of only 45% and a poor average position of 10.4.
  • Inconsistent presence in 'Modernizing AML & Screening Stacks' queries, where it often falls to position 12 or is omitted entirely.
  • Mixed sentiment on ChatGPT and Claude suggests that the AI models are surfacing conflicting or outdated information regarding the brand's reliability.

Competitors in AI Recommendations

  • NICE Actimize: 24 mentions
  • Chainalysis: 23 mentions
  • Unit21: 22 mentions
  • ComplyAdvantage: 19 mentions
  • TRM Labs: 17 mentions
  • Lucinity: 14 mentions
  • Elliptic: 13 mentions
  • Actimize: 12 mentions
  • Slack: 12 mentions
  • Quantexa: 10 mentions
  • Alloy: 10 mentions
  • Verafin: 9 mentions
  • Featurespace: 9 mentions
  • SAS: 8 mentions
  • FICO: 7 mentions

Categories: Financial Technology (FinTech)

Tags: Startups