Solutions

Be the product AI recommends

Shoppers ask assistants what to buy. Track the product questions in your category, see who is recommended and why, and publish the guides that earn a place.

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The problem

Why this is hard today

Assistants recommend competing brands

For “best running shoes for flat feet” the answer names a handful of brands. If yours is not one, that shopper never reaches you.

The sources are reviews and forums

Engines lean on review sites, listicles, Reddit and YouTube, none of which you control.

Product pages may not be crawlable

Heavy scripts, blocked bots and thin descriptions can leave product pages out of what AI reads.

How citeflare helps

How Citeflare helps e-commerce

Track buying questions

“Best X for Y” and “X vs Z” across engines, with position and sentiment.

See the review ecosystem

Which reviewers, subreddits and videos shape the recommendations.

Brand share of voice

How often you are recommended against rival brands in your category.

Crawl coverage

See which product and category pages AI bots fetch, and which return errors.

Buying guides

Draft guides and comparisons for the questions you lose and publish to your site.

Weekly briefing

A summary of what moved in your category each week.

Workflow

A workflow you can run this week

01
Add your brand and rivals
Brand name, aliases, domain and category competitors.
02
Track product prompts
Buying questions by category, use case and price band.
03
Find sources and gaps
See cited reviews and which brands win each question.
04
Publish guides
Ship content for the gaps and recheck the answers.

recommended plan

Growth

Crawler analytics for your catalog pages, five engines daily and Claude weekly, 120 tracked prompts and 30 articles a month. Starter works if you only want to track one brand.

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Faq

Questions, answered

Does Citeflare connect to Shopify or WooCommerce?

No store integrations yet. Tracking works from your brand and prompts. Publishing supports WordPress and webhooks.

Can I track individual products?

Yes, as prompts. Add the product questions shoppers ask and track them like any other prompt.

Can I see which reviews engines cite?

Yes. Citations lists domains and URLs, including editorial reviews, Reddit threads and YouTube videos.

Will it increase my sales?

We do not promise that. It shows where you are visible in AI answers and gives you the tools to improve it.

See what AI says about you. Your first scan runs the day you sign up.