AI Visibility Audit Reddit: How to Check Your Brand in ChatGPT, Perplexity, Gemini
Practitioner-tested method from r/SEO and r/GenEngineOptimization

AI Visibility Audit:
How to Check Your Brand in ChatGPT (Free Method)

Before paying an agency or buying a tool, run this manual audit yourself. It takes 2-3 hours and tells you exactly where you stand in AI answers.

The Quick Method:

Ask 10 buyer-intent questions in ChatGPT and Perplexity (fresh chat each time). Note every source cited. Check if your brand appears. Calculate your mention rate. Compare with competitors. That is 80% of what a $5K audit gives you.

The 6-Step Manual Audit

1

Define Your Prompt Bank

Create 20 buyer-intent questions across 4 tiers: Awareness (what is GEO?), Consideration (best GEO agencies?), Decision (GEO pricing), and Niche (GEO for B2B SaaS). These are the questions your buyers ask AI.

30 min💡 Ask ChatGPT and Gemini the same questions — they cite different sources
2

Run Prompts on AI Platforms

Submit each prompt in a FRESH chat (never reuse sessions). Platforms: ChatGPT, Perplexity, Gemini, Google AI Overviews, Bing/Copilot. Record: does your brand appear, position, which pages cited, which competitors named.

3-4 hours💡 Session context contamination creates false positives — always use new chats
3

Score Your Visibility

Calculate: mention rate (% of prompts where you appear), average rank, URL citation rate, share of voice vs competitors. The key diagnostic: category mention rate vs brand mention rate. If brand works but category does not, you have a GEO gap.

1 hour💡 Track competitor churn — over 50% of cited domains rotate monthly
4

Analyze Cited Sources

Extract every source AI cited in its answers. Map: which domains appear most, which content formats get cited, which competitors own the category. This is your citation target list.

1 hour💡 ChatGPT and Gemini share only 10-15% of sources — you need strategies for both
5

Check Technical Signals

Audit: robots.txt (are AI bots allowed?), schema markup (Organization, FAQPage, Article?), entity consistency (LinkedIn, Crunchbase, Wikidata all match?), Bing Webmaster Tools setup.

1-2 hours💡 Bing Webmaster Tools is critical — ChatGPT uses Bing index for web search
6

Build Your Action Plan

Prioritize: (1) Fix entity signals (free, high-impact), (2) Create citation-ready content for your top 5 missing queries, (3) Build Reddit presence in your category, (4) Set up automated monitoring.

1 hour💡 Reddit presence + entity authority = 80% of GEO results for most B2B companies

Key Metrics to Track

MetricHow to CalculateTarget
Mention RatePrompts where you appear ÷ total prompts30%+ (good), 60%+ (great)
Average RankAverage position when mentioned#1-#2 (good), #1 (great)
URL Citation RatePrompts where your URL cited ÷ total prompts20%+ (good), 40%+ (great)
Share of VoiceYour mentions ÷ total competitor mentions15%+ (good), 30%+ (great)
Category vs Brand GapBrand mention rate − Category mention rate0 (ideal — both work)

What Reddit Says About Audits

"We ran an AI visibility audit manually before paying anyone. Took 2 days. Found out our biggest competitor had zero AI citations too. Saved ourselves $10K on an agency that would have had nothing to fix."

r/SEO, 456 upvotes

"The audit is the easy part. The hard part is doing something about it. Most companies run the audit, see the gaps, and then do nothing for 6 months."

r/GenEngineOptimization, 234 upvotes

"Best free audit method: ask ChatGPT 10 questions about your category in a fresh chat. Note every source. Ask Perplexity the same 10 questions. Note every source. Overlap = your priority targets."

r/marketing, 678 upvotes

"We paid $5K for a GEO audit. It was basically the same thing we could have done ourselves with a spreadsheet and 2 hours. The value is in the execution, not the diagnosis."

r/SEO, 891 upvotes

Frequently Asked Questions

How do I audit my AI visibility for free?

Ask 10 buyer-intent questions in ChatGPT and Perplexity (fresh chat each time). Note every source cited. Check if your brand appears. Repeat monthly. This manual audit takes 2-3 hours and gives you 80% of the insight a paid tool provides.

What is the 'Category Invisible, Brand Visible' pattern?

When AI knows your brand (appears in brand-name queries) but does not cite you in category queries (best GEO agencies, top AI visibility tools). This means your entity signals work but your content strategy does not. The fix: create content targeting category-level questions.

How often should I run an AI visibility audit?

Monthly at minimum. Reddit users recommend weekly for competitive categories. Over 50% of cited domains rotate monthly, so your audit from 3 months ago is already stale. Track competitor churn — new competitors appearing and existing ones disappearing.

Should I hire an agency or do the audit myself?

Reddit consensus: do the audit yourself first. It is 2-3 hours of work and gives you the data to evaluate agencies honestly. If an agency cannot explain what they would do differently than your manual audit, they are not worth hiring.

Need Help With the Audit?

Qlavo runs 40-prompt audits across ChatGPT and Gemini every week as part of our own research. We deliver full AI visibility audits as a standalone service or as part of ongoing GEO engagement. Same methodology, same rigor, delivered as a branded PDF report.

Contact: ansh@qlavo.in