AI Summary Tester
Test how AI models summarize your pages Premium
Frequently Asked Questions
What does the AI Summary Tester do?
It asks AI models to summarize your web pages and shows you the result. Compare how different AI models interpret and present your content.
Which AI models are used?
Currently planned: Gemini 2.5 Flash for cost-efficient summaries. Future support for Claude and ChatGPT comparisons.
Why should I care about AI summaries?
AI summaries are how millions of users discover content. If your page is summarized incorrectly, it affects brand perception and traffic.
Can I control how AI summarizes my content?
Partially. Clear headings, concise meta descriptions, and llms.txt preferred summaries all influence how AI models represent your content.
What if the summary is wrong?
Improve your content structure and clarity. AI hallucinations often stem from ambiguous writing. Use our Content Auditor for specific recommendations.
How much does it cost?
Pricing is TBD. Each summary test costs approximately $0.001-0.01 in API fees, which will be factored into our premium pricing.
Can I test multiple pages at once?
Bulk page testing is planned for premium tier. Start with your most important landing pages and blog posts.
Is my content sent to AI models?
We send your page URL (publicly accessible content) to the AI model API. We do not scrape or store your content on our servers.
Does llms.txt help with summaries?
Yes. A well-crafted llms.txt with a "Preferred Summary" section directly influences how AI models represent your brand.
When will this launch?
Premium features launch with server-side API integration. Sign up for early access notifications.