Sample Report — Anonymized

AI Visibility Audit: B2B SaaS Company

Anonymized example of a Professional tier audit for a mid-market B2B SaaS company in the customer success software category. Real data structure, anonymized company.

50prompts queried
4AI platforms
214responses captured
318citations mapped

AI Visibility Score

Overall Score: 11.2 / 100 — Emerging

ChatGPT
12
4 mentions / 50
Claude
8
3 mentions / 50
Gemini
19
7 mentions / 50
Perplexity
6
2 mentions / 50
Below category median

This company appears in 16 of 200 possible responses. The median B2B SaaS company scores 12.8 in the Loamly database (n=847). Critical gap: invisible at all decision-stage prompts.

Prompt Results

5 of 50 prompts shown

Every prompt is queried across all 4 platforms. The full report includes all 50 with verbatim AI responses.

✗ Absent"What's the best customer success platform for mid-market SaaS?"
AI cited instead: Gainsight, ChurnZero, TotangoSources: g2.com/categories/customer-success, capterra.com/customer-success-software
✓ Appeared"How do I reduce churn for a B2B SaaS product?"
Acme Inc. was mentioned once as a tool for tracking user engagement metrics to identify at-risk accounts.
AI cited instead: Mixpanel, Amplitude, PendoSources: hubspot.com/blog/saas-churn, acmeinc.com/blog/reduce-churn
✗ Absent"Gainsight alternatives for startups"
AI cited instead: ChurnZero, Totango, Custify, VitallySources: g2.com/compare, capterra.com
✓ Appeared"Which tools integrate with Salesforce for customer success?"
Acme Inc. appeared in Gemini's response with an accurate description of their Salesforce integration.
AI cited instead: Gainsight, Totango, ClientSuccessSources: salesforce.com/appexchange, acmeinc.com
45 more prompts in the full report, with verbatim AI responses for each

Brand Accuracy Audit

15 facts checked

What AI platforms actually say about your company vs what is true.

IncorrectPricing: Starter plan at $X/month

ChatGPT cited $149/mo. Actual price is $99/mo. Source: outdated TechCrunch article from 2024.

AccuratePlatforms: Salesforce + HubSpot integrations

All 4 platforms correctly identified both integrations.

AccurateFounded: 2021

Correct across all platforms.

IncorrectTeam size: ~50 employees

Claude stated '200+ employees.' Source: LinkedIn company page shows 47. AI may be confusing with parent company.

PartialCore feature: AI-powered health scoring

Gemini described the feature but attributed it as 'machine learning' without the real-time trigger capability.

MissingG2 rating: 4.7/5

No AI platform cited the G2 rating despite 200+ reviews. G2 profile not being discovered.

2 incorrect, 1 partial, 1 missing

The pricing hallucination is the highest-priority fix. Every time a buyer asks ChatGPT about pricing, they get a number 50% higher than actual. Fix: update the source article AI is citing, or add structured pricing data to the site.

AI Sub-Query Analysis

What AI searches before answering

When AI platforms use web search, they generate internal queries. These reveal what AI considers relevant — data that exists nowhere else. Full audit captures 300+ sub-queries. They become your content targeting brief.

ChatGPT sub-queries for "best customer success platform mid-market"
1.customer success software mid-market 2026
2.Gainsight vs ChurnZero comparison
3.customer health score tracking tools
4.best CSM software reviews G2
5.customer success platform pricing

90-Day GEO Action Plan

Preview — 6 of 12 actions

P0
Week 1
Correct pricing information on the TechCrunch article AI is citing
Fix ChatGPT pricing hallucination affecting every pricing query
P0
Week 1-2
Add llms.txt to website root
Immediate AI crawler signal. Estimated +4 score points within 4-6 weeks
P1
Week 2-3
Publish answer-first article: 'Gainsight alternatives for mid-market teams'
Target 3 lost prompts where Gainsight alternatives are queried
P1
Week 3-4
Add FAQPage schema markup to /pricing and /features
Improve AI citation probability for pricing and feature queries
P2
Month 2
Create Wikidata entity for the company
Increase Claude citation rate. Estimated +6 score points within 6-8 weeks
P2
Month 2-3
Optimize G2 profile with updated feature descriptions
G2 is cited in 22% of category queries but this company is not mentioned

Get this report for your company

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Professional tier ($990) recommended for SaaS — includes CSV exports + 90-day action plan