- Mar 19, 2014
- 220
- 153
I've built an AI Visibility Audit tool and I'm looking for 10 reviewers to try it out and provide honest feedback in this thread or DM.
What the tool does: It scrapes ChatGPT, Perplexity, and Google AI Overview using real user queries, then analyzes how these platforms mention, recommend, and describe your brand vs competitors.
What you receive (completely free):
Requirements to participate:
To claim a spot: Reply in this thread that you're interested. I'll DM you to collect your brand details (brand name, website URL, 3-5 competitors, keywords) since I need those to generate the report.
Delivery: 1-3 days from receiving your details.
Spots remaining: 10/10
This is a genuine review round. The tool works but I want real-world feedback to improve it. Tell me what's useful, what's garbage, what's missing, what you'd change. Honest feedback is the only thing I'm asking for.
What the tool does: It scrapes ChatGPT, Perplexity, and Google AI Overview using real user queries, then analyzes how these platforms mention, recommend, and describe your brand vs competitors.
What you receive (completely free):
- AI Visibility Score (0-100) across 3 AI platforms
- Competitive benchmarking against 5-8 competitors in your niche
- 5 queries (keywords) analyzed with multiple repetitions per platform
- Citation source mapping — which domains AI pulls info from
- Brand framing & sentiment — how AI describes you (strengths, weaknesses)
- AI-readiness page audit — your landing page scored on 8 factors
- Entity attribute gaps — what competitors have in AI that you don't
- Action plan with prioritized fixes
- Full PDF report (15-18 pages)
Requirements to participate:
- Minimum 100 posts
- Minimum 6 months account age
- Must have a real brand/website (no test domains)
- Must provide honest feedback in this thread within 2 days of receiving the report
To claim a spot: Reply in this thread that you're interested. I'll DM you to collect your brand details (brand name, website URL, 3-5 competitors, keywords) since I need those to generate the report.
Delivery: 1-3 days from receiving your details.
Spots remaining: 10/10
This is a genuine review round. The tool works but I want real-world feedback to improve it. Tell me what's useful, what's garbage, what's missing, what you'd change. Honest feedback is the only thing I'm asking for.
