Lingo Logic
Visibility
Coverage across prompts × assistants
AI visibility
See how assistants mention your brand
See when assistants mention your brand, where you show up, and which other names appear for the same questions.
- Visibility Mentioned in answers
- Position How high you appear
- Sentiment Tone toward your brand
ChatGPT Gemini Perplexity · Claude
Insight summary
Your AI visibility summary
Clear signals on where you appear, where you’re missing, and what to publish next.
What Lingo Logic does
Lingo Logic helps you understand how AI assistants talk about your brand.
How it works
You connect your website and brand.
Lingo Logic then creates realistic prompts based on your positioning, markets, and language variations.
It asks each model your prompts and shows you exactly what it answered.
What you see
- Whether your brand is mentioned
- How you’re described in answers
- Which competitors appear instead of you
- Where you show up in the response
- How results change over time after updates
Why it matters
AI assistants are becoming part of how people discover and compare products.
If your content is unclear, inconsistent, or missing key context, you may not appear in responses — or competitors may be shown instead. Lingo Logic helps you spot those gaps so you can improve your content and positioning.
Who it’s for
- SEO and growth teams
- SaaS and ecommerce companies
- Agencies
- Content teams working across multiple markets or languages
Note
Lingo Logic shows how models respond based on your inputs and live outputs. It’s a guide for improving visibility, not a guarantee of how AI will always respond.
What you get
Optimized for fast checks, not giant batches.
Position
Where you appear inside ranked-style answers
Sentiment
Tone of your site copy & model excerpts
Run a fast visibility check
Generate a smaller prompt set, run them against the models, and review your report in minutes.
Blog
Short notes on AI visibility and multilingual SEO.