What does "AI visibility" mean for my business?

When someone asks ChatGPT, Claude, or Gemini "what is the best..." or "where can I find...", AI gives specific recommendations. AI visibility is a measure of how often — and how positively — these AI platforms mention your business. It's the new version of being on the first page of Google, except now there are no pages — just one answer.

Which AI platforms do you monitor?

Pendium monitors ChatGPT, Claude, Gemini, Grok, Perplexity, DeepSeek, and Google AI Overviews — seven major AI platforms that consumers use to research local services. We run real queries that your customers actually ask and analyze the responses for mentions of your business, competitors, and industry topics.

How does Pendium improve my visibility?

Three ways. First, we identify the exact queries and topics where you're invisible. Second, we generate AI-optimized content — articles, guides, social posts — designed to help AI agents understand your business and recommend your services to the right people. Third, we continuously monitor to track improvement and find new opportunities. Most clients see measurable improvement within 60 days.

How long until I see results?

You'll get your first visibility report within minutes of signing up. Actual visibility improvement varies, but our clients typically see a 47% average improvement within 60 days. Some see results faster — it depends on your current online presence and how competitive your local market is.

Do I need to be technical to use this?

Not at all. Enter your website URL and Pendium handles everything: scanning AI platforms, analyzing your visibility, generating content, and tracking improvement. The dashboard is designed for business owners, not engineers. If you can check your email, you can use Pendium.

What makes this different from SEO?

Traditional SEO optimizes for Google's search rankings — blue links on a results page. AI visibility is different: AI doesn't show links, it gives direct answers. Even if you rank #1 on Google, ChatGPT might recommend a competitor. Pendium optimizes for the new paradigm — making sure AI platforms know about, trust, and recommend your business.

Pricing

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Hummingbird

Visibility48

Vibe94

Businesses/Financial Technology (FinTech)/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

48/100

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

adjacent

aspirational

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

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.

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.

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

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.

	ChatGPT	Claude	Gemini	AI Overviews
Reputation1q Brand recognition & direct queries	70	97	97	97
Core3q Product/service category queries	50	71	93	23
Growth Areas3q Adjacent, aspirational & visionary	80	93	97	69

Competitive Landscape

Hummingbird32 mentions

NICE Actimize24 mentions

Chainalysis23 mentions

Unit2122 mentions

ComplyAdvantage19 mentions

TRM Labs17 mentions

Lucinity14 mentions

Elliptic13 mentions

Actimize12 mentions

Slack12 mentions

Quantexa10 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

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.

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.

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.

ChatGPT

Claude

Gemini

AI 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

ChatGPT

1.UiPath

2.Automation Anywhere

3.Blue Prism

4.ABBYY

5.Kofax

+25 more

Claude

1.FICO Falcon

2.SAS AML

3.ABBYY

4.Actimize

5.FICO

+2 more

Gemini

1.Middesk

2.Trulioo

3.Onfido

4.Hummingbird

5.Greenlight

+6 more

AI 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

ChatGPT

1.Primer

2.Unit21

3.Hummingbird

4.Slack

5.Chainalysis

+20 more

Claude

1.Unit21

2.Hummingbird

3.GPT-4

4.Slack

Gemini

1.Hummingbird

2.AI SAR Assistant

3.Unit21

4.Hawk AI

5.Investigative Copilot

+8 more

AI 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

ChatGPT

1.Unit21

2.Merlon.ai

3.Slack

4.ComplyAdvantage

5.Chainalysis

10.Hummingbird

+12 more

Claude

1.Unit21

2.Slack

3.Hummingbird

4.Actimize

5.FICO

+1 more

Gemini

1.Hummingbird

2.FinCEN

3.Chainalysis

4.Alloy

5.Kraken

+6 more

AI 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

Hummingbird

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Sample Conversations

Citations

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Explore Financial Technology (FinTech)

Start gettingrecommended by AI.

Frequently asked questions

Hummingbird

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Sample Conversations

Citations

Brand Voice & Style

Investors

Engineer content that makes AI agents recommend you

Explore Financial Technology (FinTech)

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.