Platform · Visibility Audit
Know exactly how you are described.
We read everything AI systems draw upon to form a view of your firm. Then we tell you, in plain language, what stands and what is missing.
- Mentioned22%
- Recommended12%
- Cited9%
- Described correctly58%
What we read
Every source that shapes the answer.
- 01
Your own pages
Homepage, pricing, product pages and documentation.
- 02
Reviews and forums
G2, Capterra, Trustpilot, Reddit and the forums of your industry.
- 03
Press and social
LinkedIn, YouTube and coverage written about you.
- 04
Structured data
JSON-LD, schema.org markup and machine-readable FAQs.
- 05
Directories
The listings and profiles AI systems habitually cite.
- 06
Agreement between sources
Whether every source tells the same story about you.
Source coverage
- Your website72%
- G2 and Capterra45%
- Reddit and forums18%
- Structured data9%
The findings
Said plainly, without a dashboard to decode.
Each finding names the gap, the evidence, and the page that will close it.
- Asked for the best loyalty software for Shopify brands, AI rarely names you.
- Your pricing cannot be found, so it is guessed.
- Your site does not say plainly who the product is for.
- Three outside sources describe you three different ways.
- Ideal client statedEstablished
- Pricing stated plainlyMissing
- Shopify integration documentedEstablished
- Comparison with named rivalsMissing