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

Get a demo

AutoSPF

Visibility51

Vibe94

Businesses/Cybersecurity/AutoSPF

AI Visibility & Sentiment

AutoSPF

AutoSPF is a specialized cybersecurity SaaS platform that solves the 'too many DNS lookups' problem in SPF records. By automatically flattening and compressing complex SPF records into a single managed entry, it ensures DMARC compliance and improves email deliverability. The service is built for speed, offering a 60-second setup guarantee, and is trusted by over 2,000 businesses for its reliable, hands-free management.

Active Monitoring

autospf.com

Cybersecurity

AI Visibility Score

51/100

Moderate

Sentiment Score

94/100

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

aspirational

visionary

AI Perception

Key Takeaways

How AI platforms collectively perceive and describe AutoSPF today.

AI agents already recognize AutoSPF as a specialized authority in DNS automation and SPF flattening, yet this expert status is currently siloed away from broader cybersecurity and email deliverability conversations. By translating existing technical credibility into broader educational content, AutoSPF can bridge the gap from a niche utility to a primary recommendation for security-conscious IT and DevOps professionals.

Value Proposition

We eliminate SPF lookup errors and improve email deliverability through fully automated, real-time SPF flattening that takes less than 60 seconds to set up, backed by a 99.99% uptime guarantee and SOC-2 Type II compliance.

Overview

Mission

To provide simple, automated, and reliable email authentication solutions that empower organizations to protect their domains and ensure every email reaches its destination.

Products & Services

Automatic SPF FlatteningDynamic SPF MonitoringDMARC and DKIM Integration ToolsEmail Deliverability DashboardAPI for DNS ManagementAutomated SPF FlatteningMacro-based SPF ManagementReal-time DNS MonitoringEnterprise SSO/SAML Integration

Current State

Visibility Landscape

A high-level view of how AutoSPF 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	27	67	68	38
Core Topics Product/service category queries	0	61	36	27
Growth Areas Adjacent, aspirational & visionary	0	0	0	0

ChatGPT

Claude

Gemini

AI Overviews

Reputation

Brand recognition & direct queries

Core Topics

Product/service category queries

Growth Areas

Adjacent, aspirational & visionary

Competitive Landscape

MXToolbox

30 mentions

PowerDMARC

22 mentions

Valimail

22 mentions

PowerDMARC (PowerSPF)

22 mentions

Salesforce

17 mentions

Red Sift (OnDMARC)

17 mentions

Loading visibility matrix...

Analysis

Insights & Recommended Actions

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

Key Findings

Strength

High-authority positioning in Claude and Gemini for technical 'spf flattening' and 'dns lookup error' queries

Strength

Strong recognition among technical personas like IT Managers and DevOps Engineers for specialized SPF tasks

Strength

Consistent, accurate brand identity alignment across all major AI models when queried directly

Recommended Actions

Publish an authoritative 'Enterprise Guide to Domain Security' series

Currently, AutoSPF is missing from broad security discovery queries; this series would bridge the gap by positioning SPF management as a non-negotiable pillar of domain security.

Develop a 'Security Stack Integration' content series

Directly address the 'what security tools do I need' query gap by mapping AutoSPF to common tools like HubSpot and other major email providers to prove necessity and integration ease.

Create a 'Dynamic SPF vs. Static Management' comparison series

The data shows consistent interest in comparative analysis; this content will directly inform AI agents evaluating AutoSPF against competitors like MXToolbox or Valimail.

Content Engineering

Content Ideas

Content designed to help AI agents learn about your category and recommend your brand.

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

Fixing Email Delivery Failures(3 queries)

“how do i fix the too many dns lookups error in my spf record without deleting services”

1/4 platforms mentioned

Core

ChatGPT

1.MXToolbox

2.Kitterman

3.SendGrid

4.Mailgun

5.Amazon SES

+1 more

Claude

1.PowerSPF

2.Red Sift (Red Sift OnDMARC)

3.DMARCLY (Safe SPF)

Gemini

1.DMARCLY (Safe SPF)

2.AutoSPF

3.MxToolbox

4.SPF Surveyor

5.Kitterman SPF Validator

AI Overviews

1.Mailchimp

2.Salesforce

3.MxToolbox

4.PowerDMARC

5.DuoCircle

“what are the best tools for spf flattening to keep my emails from going to spam”

2/4 platforms mentioned

Core

IT Manager in Chicago · IT Infrastructure Manager

ChatGPT

1.EasyDMARC

2.DMARCLY

3.DNSimple

4.Cloudflare

5.Infoblox

+1 more

Claude

1.AutoSPF

2.Cloudflare

3.PowerDMARC (PowerSPF)

4.CaptainDNS

5.MxToolbox

Gemini

1.PowerDMARC (PowerSPF)

2.AutoSPF

3.Gmail

4.Salesforce

5.Office 365

+3 more

AI Overviews

1.PowerDMARC (PowerSPF)

2.Red Sift (OnDMARC)

3.EasyDMARC (EasySPF)

4.Valimail (Instant SPF)

5.MxToolbox

+1 more

“i'm over the 10 lookup limit for spf what automated software should i use to fix it”

2/4 platforms mentioned

Core

IT Manager in Chicago · IT Infrastructure Manager

ChatGPT

1.PowerDMARC

2.URIports

3.Cloudflare (Cloudflare Email Security)

4.Mimecast

5.Proofpoint

+1 more

Claude

1.AutoSPF

2.Cloudflare

3.PowerDMARC (PowerSPF)

4.Red Sift (OnDMARC)

Gemini

1.PowerDMARC (PowerSPF)

2.Red Sift OnDMARC

3.MxToolbox

4.DMARCLY (Safe SPF)

5.EasyDMARC (EasySPF)

AI Overviews

1.Red Sift (OnDMARC)

2.PowerDMARC (PowerSPF)

3.EasyDMARC (EasySPF)

4.AutoSPF

5.DMARCLY (Safe SPF)

+2 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.

SPF PermError: Too Many DNS Lookups - When SPF Record Exceeds 10-DNS-Lookup Limit - DMARCLY

dmarcly.com

Web1 ref

What is SPF PermError? How to Fix SPF Too Many DNS Lookups Errors

easydmarc.com

Web1 ref

Too Many DNS Lookups: How to fix it best - DMARC Advisor

dmarcadvisor.com

Web1 ref

Fix SPF Permerror: Overcome Too Many DNS Lookups – DMARC Report

dmarcreport.com

Web1 ref

SPF Permerror: Fix Too Many DNS Lookups Limit

powerdmarc.com

Web1 ref

“SPF Too Many DNS Lookups” Error – What It Means And How To Resolve The Issue - DuoCircle

duocircle.com

Web1 ref

SPF Too Many DNS Lookups: How to Fix It?

easydmarc.com

Web1 ref

How can I avoid SPF failures if I exceeded the DNS lookup limit?

glockapps.com

Web1 ref

Solving the 'Too Many DNS Lookup' Error - AutoSPF - Automatic SPF flattening

autospf.com

Web1 ref

Too many SPF lookups? - dmarcian

dmarcian.com

Web1 ref

The SPF lookup limit explained - Mailhardener blog

mailhardener.com

Web1 ref

SPF Macros: Overcoming the 10 DNS Lookup Limit

uriports.com

Web1 ref

SPF - SPF Included Lookups

mxtoolbox.com

Social1 ref

SPF breakage 101: How to beat the 10 lookup limit

redsift.com

Web1 ref

What is SPF Lookup Limit and How to Fix It? - DuoCircle

duocircle.com

Web1 ref

Competitive Landscape

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

MXToolbox30 mentions

AutoSPF30 mentions

PowerDMARC22 mentions

Valimail22 mentions

PowerDMARC (PowerSPF)22 mentions

Salesforce17 mentions

Red Sift (OnDMARC)17 mentions

EasyDMARC17 mentions

Cloudflare17 mentions

DMARCLY (Safe SPF)16 mentions

dmarcian16 mentions

Brand Identity

Brand Voice & Style

How AI perceives AutoSPF's communication style and personality

AutoSPF communicates with a high degree of technical authority and confidence, balanced by a commitment to extreme simplicity and accessibility. The brand positions itself as a 'no-nonsense' expert that solves complex, frustrating cybersecurity problems with speed and transparency. Its tone is direct, reassuring, and results-oriented, focusing on removing technical hurdles so users can get back to business.

Core Tone Traits

Authoritative & Expert

Demonstrates deep knowledge of RFC standards and email infrastructure.

Direct & No-Nonsense

Cuts through technical jargon to focus on the 'copy, paste, replace' solution.

Reassuring & Trustworthy

Uses guarantees and social proof to alleviate fear of breaking email systems.

Action-Oriented

Focuses on speed, efficiency, and immediate resolution of problems.

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 April 8, 2026.