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Monitor and improve how AI platforms recommend your product. Track competitor mentions, validate citations, and ensure AI accurately represents your product.
Every senior product manager we talk to brings the same blockers. Name them first — then fix them.
When users ask AI "best [category] tools", your product is missing from the list while competitors show up consistently.
AI platforms recommend competitor products for queries your product should own. You're losing share of voice in a new discovery channel.
You know how to optimize for app stores and search engines, but the signals AI uses to recommend products are a black box.
Your product analytics track organic and paid channels, but AI-driven discovery is completely unmeasured and unmanaged.
Audit your product pages, landing pages, and docs to understand exactly what AI sees and what's missing.
See how often AI recommends your product vs competitors for key category queries. Track changes over time.
Verify that AI platforms accurately describe your product features, pricing, and positioning when they do mention you.
Generate llms.txt and SoftwareApplication Schema so AI platforms understand your product's capabilities and category.
Track which products AI recommends for your category queries and identify what differentiates their content from yours.
Before launching a new product or feature, audit landing pages to ensure AI platforms will discover and recommend it.
Optimize product docs and help centers so AI assistants can accurately answer questions about your product.
Generate reports showing your product's AI Share of Voice vs competitors to include in product reviews and board decks.
“We discovered competitors were getting 3x more AI mentions for our category. After optimizing with Prominara, we closed the gap within two months.”
Not covered here? Start a free scan — the dashboard answers most of them in your own data.
AI platforms consider content authority, structured data, entity clarity, review coverage, and factual specificity. Prominara audits score all of these and show exactly where to improve.
Yes. Set up custom prompts for queries like "best [category] for [use case]" and validate whether AI cites your product in responses.
The generators produce copy-paste Schema markup and llms.txt files. Most implementations take under an hour of developer time.
Prominara's citation validation shows exactly how AI describes your product. Use the audit recommendations to improve your content so AI gets it right.
Track how AI platforms recommend your product vs competitors. Get actionable insights to improve your AI presence.
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