Know what AI says.Know what to do next.
Monitor how ChatGPT, Claude, Gemini, and Perplexity describe your brand—then keep the evidence, competitive context, and next actions together.
“What tools help a SaaS team understand how AI assistants recommend its product?”
Strengthen comparison coverage
Turn the observed narrative gap into a sourced comparison page and track it as a task.
One evidence system
Visibility is useful only when you can explain it.
MentionPilot connects AI answers, social signals, source coverage, competitor perception, and follow-up work without collapsing them into a mystery score.
Keep the exact prompt, complete response, citations, sentiment, and brand position behind every visibility result.
See which products AI recommends first, why they win the narrative, and where your positioning is being lost.
Bring Hacker News and Reddit mentions into one source-aware feed with refresh history you can audit.
Audit crawlability, canonical summaries, FAQ coverage, schema, and llms.txt from the same product workspace.
Give supported AI crawlers a concise, source-grounded view while people continue to see your normal product site.
Create concrete follow-up tasks and track directory submissions without losing the evidence that motivated them.
The operating loop
From question to accountable action.
The product is designed around a recurring workflow, not a one-off report.
Ask
Run the discovery and comparison prompts your customers actually use.
Inspect
Read the provider response, citations, position, sentiment, and competitive framing.
Act
Create a focused content, distribution, or technical task with the evidence attached.
Compare
Refresh later and see what changed instead of losing the previous answer.
Make your evidence easier for machines to retrieve.
Navigation, scripts, styles, and repeated boilerplate can bury the facts AI crawlers need. AXP produces a concise version centered on your product, capabilities, and canonical source material.
- Generate a concise signal-first page from your site
- Keep the human experience unchanged
- Review the optimized content before you publish
A direct, source-grounded summary of the product and the customer problem it solves.
Start with evidence
See the answers before you buy another visibility dashboard.
The free check uses a live model and shows the underlying response—not a decorative score.