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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Fed10

Visibility17

Vibe75

Businesses/Government Affairs Technology/Fed10

AI Visibility & Sentiment

Fed10

Fed10 is an AI-powered legislative intelligence platform that monitors, researches, and briefs businesses on regulatory threats across all 50 states and Congress. Built by ex-lobbyists and engineers, it automates the work of policy consultants to help companies protect themselves from regulatory risk.

Active Monitoring

fed10.ai

Government Affairs Technology YC25-26

AI Visibility Score

17/100

Invisible

Sentiment Score

75/100

Score by Reach

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

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe Fed10 today.

Fed10 currently exists as a ghost in the government affairs AI ecosystem, ceding virtually all high-intent search traffic to incumbents like Quorum and FiscalNote. While the brand maintains a clear identity in direct 'vibe checks,' it is functionally invisible when decision-makers ask for specific solutions for regulatory impact analysis or legislative tracking.

Value Proposition

AI agents that deliver $500/hour attorney-level legislative analysis instantly, monitoring 130,000+ bills and providing actionable intelligence with real staffer contacts—not just keyword alerts, but true impact analysis

Overview

Mission

We build AI to protect businesses from regulatory risk.

Products & Services

AI-powered legislative monitoring and threat detectionBill analysis and plain-English interpretationCongressional and state staffer directory with real-time updatesAutomated policy research and position paper draftingCompliance cost assessment and risk exposure analysis

Current State

Visibility Landscape

A high-level view of how Fed10 performs across AI platforms, broken down by strategic reach level — from core brand queries to growth opportunities.

	ChatGPT	Claude	Gemini	AI Overviews
Reputation Brand recognition & direct queries	0	24	0	0
Core Topics Product/service category queries	0	0	0	0
Growth Areas Adjacent, aspirational & visionary	—	—	—	—

ChatGPT

Claude

Gemini

AI Overviews

Reputation

Brand recognition & direct queries

Core Topics

Product/service category queries

Growth Areas

Adjacent, aspirational & visionary

—

Competitive Landscape

Quorum

28 mentions

FiscalNote

24 mentions

Bloomberg Government

17 mentions

BillTrack50

13 mentions

LegiScan

10 mentions

BGOV

9 mentions

Loading visibility matrix...

Analysis

Insights & Recommended Actions

What's working, what's not, and specific steps to improve Fed10's AI visibility.

Key Findings

Strength

Claude successfully identifies Fed10 for 'automated impact analysis' queries, indicating a baseline level of technical authority on that specific platform.

Strength

The brand maintains a perfect recognition rate in direct 'vibe check' queries across ChatGPT and Claude, ensuring users who already know the name receive accurate descriptions.

Strength

A minor foothold (10% mention rate) exists with the Mid-Market Corporate Counsel persona, showing a niche receptivity to the brand's messaging.

Recommended Actions

Publish exhaustive technical whitepapers and documentation focused specifically on 'Automated Regulatory Impact Analysis' and 'Compliance Cost Calculation'.

This is the only non-branded query where Fed10 appeared (Claude), suggesting it is the brand's most viable technical path to organic AI discovery.

Create and index 'Fed10 vs. Quorum' and 'Fed10 vs. FiscalNote' comparative landing pages.

Competitors dominate with 28 and 24 mentions respectively; comparative assets are high-authority signals that help LLMs include Fed10 in the same consideration set.

Optimize the brand's digital presence specifically for Gemini and AI Overviews through structured data and entity-based SEO.

Fed10 currently has a 0% mention rate on Google-powered AI platforms, which are the most critical for capturing search-intent based visibility.

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

Regulatory Risk & Impact Analysis(2 queries)

“how can I calculate the potential compliance costs of new state environmental bills for my company”

0/4 platforms mentioned

Adjacent

ChatGPT

1.FiscalNote

2.LexisNexis State Net

3.Bloomberg Law

4.RSMeans

5.American Chemistry Council

+18 more

Claude

1.National Association of Manufacturers

2.Enveyo

3.EHS Insight

4.Certent

Gemini

1.FiscalNote

2.Enhesa

3.Persefoni

4.Watershed

5.Sphera

+4 more

AI Overviews

1.Mapistry Environmental Compliance Cost Calculator

2.VelocityEHS

3.Intelex

4.Benchmark Gensuite

5.Mapistry

“help me find a tool that does automated impact analysis on pending legislation across all 50 states, specific brands please”

0/4 platforms mentioned

Core

The Fortune 500 VP of Government Affairs · VP of Government Affairs

ChatGPT

1.LexisNexis State Net

2.Quorum

3.BillTrack50

4.FiscalNote

5.StateScape

+7 more

Claude

1.FiscalNote

2.Legiscan

3.State Net Capitol

4.Evive

5.Everstream Analytics

+1 more

Gemini

1.FiscalNote

2.LexisNexis StateNet

3.StateNet

4.Quorum

5.Plural

+2 more

AI Overviews

1.Quorum

2.Quorum State

3.FiscalNote

4.PolicyNote

5.Plural

+6 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.

Environmental Compliance Cost Calculator | Mapistry

info.mapistry.com

Web1 ref

Environmental regulations and business decisions Updated

wol.iza.org

Web1 ref

Regulatory Compliance Cost Measurement Framework

pdb.apec.org

Web1 ref

Penalty and Financial Models | US EPA

epa.gov

Gov1 ref

Environmental Cost Estimating Tools

frtr.gov

Gov1 ref

Environmental Remediation Cost Estimator - Meegle

meegle.com

Web1 ref

7 Environmental Compliance Software for Safer Operations

ehsmomentum.com

Web1 ref

ESTIMATING THE HIDDEN COSTS OF ENVIRONMENTAL ...

ces.census.gov

Gov1 ref

Environmental regulations, agency costs, and firm performance

sciencedirect.com

Web1 ref

Analyzing Costs (Chapter 8) - EPA

epa.gov

Gov1 ref

The Cost of Regulatory Compliance: What is it & How it Works

nordlayer.com

Web1 ref

A Definitive Guide to Cost of Compliance (With Types ... - Indeed

indeed.com

Web1 ref

LegiStorm

legistorm.com

Web1 ref

house.gov

Gov1 ref

senate.gov

Gov1 ref

Competitive Landscape

Brands and products that AI platforms mention alongside or instead of Fed10.

Quorum28 mentions

FiscalNote24 mentions

Bloomberg Government17 mentions

BillTrack5013 mentions

LegiScan10 mentions

BGOV9 mentions

Plural9 mentions

LegiStorm8 mentions

LexisNexis State Net7 mentions

State Net7 mentions

Fed101 mention

Brand Identity

Brand Voice & Style

How AI perceives Fed10's communication style and personality

Fed10 communicates with the confident, insider tone of seasoned policy professionals who've worked the halls of government. The voice is direct, no-nonsense, and refreshingly honest about industry shortcomings. They use specific examples and concrete numbers to demonstrate expertise, avoiding vague marketing speak. There's an underlying urgency—legislation moves fast and they want you to know they're already watching. The brand balances technical sophistication with accessibility, translating complex legislative processes into clear, actionable intelligence.

Core Tone Traits

Insider Authority

Speaks with the credibility of ex-lobbyists who understand how policy actually moves, using specific examples and industry terminology

Direct & No-Nonsense

Cuts through marketing fluff with straightforward claims and honest comparisons to competitors

Urgently Protective

Conveys the time-sensitive nature of legislative threats while positioning as a vigilant guardian

Technically Sophisticated

Demonstrates deep product capability through concrete features and real-world scenarios

Backing

Investors

Y Combinator

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 February 27, 2026.

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