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.

Roadmap Pricing

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Fannie Mae

Visibility80

Vibe63

This is a preview of our capabilities. To see the full results across all LLMs, run a full scan.

Businesses/Financial Services/Fannie Mae

AI Visibility & Sentiment

Fannie Mae

Fannie Mae is a government-sponsored enterprise that supports the U.S. housing market by operating in the secondary mortgage market. It purchases mortgages from lenders, pools them into mortgage-backed securities, and sells these to global investors to ensure liquidity, stability, and affordability in housing finance.

Active Monitoring

fanniemae.com

Financial Services

Partial scan

AI Visibility Score

80/100

Excellent

Sentiment Score

63/100

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 Fannie Mae today.

Fannie Mae commands a dominant position in AI-driven search, securing the top-ranking spot for core mortgage underwriting and homeownership program queries. While the brand exhibits exceptional authority among institutional investors and industry professionals, it faces significant volatility in maintaining that visibility across broader, adjacent lending technology and consumer education topics.

Working in your favor

Consistent top-tier placement in AI Overviews for core mortgage underwriting technology, specifically outperforming competitors like ICE Mortgage Technology and LendingPad.

High authority with institutional investors, maintaining a #1 position for technical queries regarding mortgage-backed securities and institutional trust.

Effective brand-centric communication, capturing the top spot for direct brand awareness inquiries.

Gaps to close

Inconsistent visibility in 'adjacent' search categories, specifically concerning mortgage broker digital toolkits and broader consumer-facing loan program education.

Vulnerability in long-tail 'reputable source' queries where Fannie Mae is periodically absent from the AI conversation, allowing space for competitors to fill the void.

Underperformance in consumer-facing education queries where prospective first-time homebuyers seek lower-interest or specialized loan programs.

Opportunities

Standardize brand presence across educational content to ensure that every query regarding low-interest rate options or homebuyer programs triggers a Fannie Mae citation.

Bridge the 'adjacent' content gap by positioning Fannie Mae as a definitive content hub for mortgage brokers beyond just underwriting, specifically for general digital tool selection.

Capitalize on existing institutional dominance to establish a 'thought leadership' layer that influences AI-generated summaries across all market-stability queries.

Highest-Impact Actions

Develop and syndicate optimized semantic content for mortgage broker digital tool discovery.

The data shows a critical gap in 'adjacent' search where brokers look for digital tools; authoritative content here will prevent competitors from capturing this high-intent professional audience.

Refine the 'first-time homebuyer' knowledge graph to ensure consistent mention rates for low-interest and specialized loan programs.

Currently, visibility for these essential consumer queries is inconsistent, leading to a missed opportunity to directly guide potential homebuyers at the start of their journey.

Implement a proactive search-intent strategy targeting queries related to mortgage stability and trust.

While already strong with institutional analysts, consistent presence in 'reputable source' queries reinforces brand trust and mitigates the risk of being omitted in broader industry evaluations.

Value Proposition

Fannie Mae serves as the backbone of the 30-year fixed-rate mortgage market by providing essential liquidity, combining massive scale with advanced AI-driven technologies to reduce costs and risk for the entire financial system.

Overview

Mission

Our mission is to expand access to mortgage loans and rental housing by being a leading source of mortgage financing in all markets at all times.

Products & Services

Single-Family Mortgage-Backed Securities (MBS)HomeReady MortgageDUS (Delegated Underwriting and Servicing)Desktop Underwriter (DU)Value Acceptance

Current State

Visibility Landscape

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

	ChatGPT	Claude	Gemini	AI Overviews
Reputation1q Sentiment when asked about the brand directly	—	—	—	50
“What do you know about Fannie Mae? What do they do and what's their reputation?”	—	—	—	Neutral
Core4q Product/service category queries	—	—	—	80
“what kind of home loan programs exist for people with lower credit scores but steady income”	—	—	—	#1
“what are the best automated underwriting systems that lenders are using to speed up mortgage approvals”	—	—	—	#1
“can you recommend specific mortgage programs designed for first-time buyers with low down payments”	—	—	—	Yes
“compare the leading digital platforms for mortgage underwriting and appraisal efficiency”	—	—	—	#3
Growth Areas4q Adjacent, aspirational & visionary	—	—	—	58
“what are some reputable sources for tracking the stability and health of the us mortgage market”	—	—	—	—
“what are the best low-interest rate mortgage options available right now for first-time buyers”	—	—	—	—
“what digital tools should a new independent mortgage broker use to scale their operations quickly”	—	—	—	No
“which institutions provide the most reliable mortgage-backed security investment options”	—	—	—	#2

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

—

Neutral

“what kind of home loan programs exist for people with lower credit scores but steady income”

—

“what are the best automated underwriting systems that lenders are using to speed up mortgage approvals”

—

“can you recommend specific mortgage programs designed for first-time buyers with low down payments”

—

Yes

“compare the leading digital platforms for mortgage underwriting and appraisal efficiency”

—

“what are some reputable sources for tracking the stability and health of the us mortgage market”

—

“what are the best low-interest rate mortgage options available right now for first-time buyers”

—

“what digital tools should a new independent mortgage broker use to scale their operations quickly”

—

“which institutions provide the most reliable mortgage-backed security investment options”

—

Brand Ecosystem

LendingPad

8 mentions

Fannie Mae

8 mentions

Zeitro (GuidelineGPT)

5 mentions

ICE Mortgage Technology (Encompass)

5 mentions

TurnKey Lender

5 mentions

Freddie Mac (Loan Product Advisor)

3 mentions

Ocrolus

ocrolus.com

3 mentions

TRUE AI

3 mentions

Home Possible

3 mentions

Freddie Mac

sf.freddiemac.com

3 mentions

Optimal Blue

www2.optimalblue.com

3 mentions

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

Consistent top-tier placement in AI Overviews for core mortgage underwriting technology, specifically outperforming competitors like ICE Mortgage Technology and LendingPad.

Strength

High authority with institutional investors, maintaining a #1 position for technical queries regarding mortgage-backed securities and institutional trust.

Strength

Effective brand-centric communication, capturing the top spot for direct brand awareness inquiries.

Recommended Actions

Develop and syndicate optimized semantic content for mortgage broker digital tool discovery.

The data shows a critical gap in 'adjacent' search where brokers look for digital tools; authoritative content here will prevent competitors from capturing this high-intent professional audience.

Refine the 'first-time homebuyer' knowledge graph to ensure consistent mention rates for low-interest and specialized loan programs.

Currently, visibility for these essential consumer queries is inconsistent, leading to a missed opportunity to directly guide potential homebuyers at the start of their journey.

Implement a proactive search-intent strategy targeting queries related to mortgage stability and trust.

While already strong with institutional analysts, consistent presence in 'reputable source' queries reinforces brand trust and mitigates the risk of being omitted in broader industry evaluations.

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

Affordable Homeownership And Loan Programs(3 queries)

“what kind of home loan programs exist for people with lower credit scores but steady income”

1/1 platforms mentioned

Core

AI Overviews

1.Fannie Mae (HomeReady)

2.Freddie Mac (Home Possible)

3.Carrington Mortgage Services

“can you recommend specific mortgage programs designed for first-time buyers with low down payments”

1/1 platforms mentioned

Core

First-Time Homebuyer Researcher · Homebuyer

AI Overviews

1.VA Loans

2.USDA Loans

3.Conventional 97

4.FHA Loans

5.Home Possible

+1 more

“what are the best low-interest rate mortgage options available right now for first-time buyers”

0/0 platforms mentioned

Adjacent

First-Time Homebuyer Researcher · Homebuyer

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.

7 Ways to Buy a House With Low Income in 2026 - AmeriSave

amerisave.com

Fannie Mae

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Sample Conversations

Citations

Engineer content that makes AI agents recommend you

Explore Financial Services

Start gettingrecommended by AI.

Frequently asked questions

Fannie Mae

Key Takeaways

Visibility Landscape

Insights & Recommended Actions

Sample Conversations

Citations

Engineer content that makes AI agents recommend you

Explore Financial Services

Start gettingrecommended by AI.

Frequently asked questions

Start getting
recommended by AI.

Start getting
recommended by AI.