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Conservative estimates · Directional guidance · Free citation audit for real numbers
This tool uses conservative math to estimate your potential AI citation lift. The methodology factors in your industry, traffic, content volume, and schema coverage to produce a directional estimate. Actual results depend on your specific competitive landscape, content quality, and execution — the free citation audit is the only way to get exact, verified numbers.
We use conservative assumptions so you get a realistic floor, not an inflated number. The free audit gives you exact data.
Conservative estimates based on industry-standard factors: traffic, content volume, schema coverage, and vertical.
This calculator gives you a direction. The free citation audit gives you exact, verified, prompt-level data.
No inflated projections. Every assumption is conservative and transparent.
We apply a conservative AI referral rate by vertical (1.5-3% of organic traffic), based on observed industry patterns for AI-driven search behavior.
The less schema markup you have, the more room for improvement. Our conservative lift range is applied proportionally to your uncovered gap.
More content pages = more AI citation opportunities. We cap at 500 pages to keep estimates conservative for very large sites.
We use conservative baseline assumptions adjusted for content volume. You will likely outperform this estimate — the free citation audit gives your exact starting position.
Stop estimating. We test 30–50 real prompts across ChatGPT, Google AI Overviews, Perplexity, Gemini, Claude, and the OpenAI Responses API. Your exact citation rates, competitor gaps, and 60-90 day roadmap — in 5 business days.
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The calculator uses conservative assumptions to estimate AI citation lift potential based on your industry, traffic volume, content surface area, and current schema coverage. It provides a directional estimate, not a guarantee. The free citation audit is the only way to get exact, verified numbers for your brand.
Schema coverage is the percentage of your content pages that currently use structured data markup (FAQPage, Article, HowTo, Organization, etc.). 0% means no schema at all. 100% means every page is fully marked up. Most sites we audit fall between 0-25%.
Different industries have different baseline AI referral rates. SaaS and tech companies see more AI-driven traffic because users frequently ask comparison and how-to questions that trigger citations. The calculator adjusts baseline rates by vertical based on observed industry patterns.
No — it is an estimate. Real AI citation results depend on your specific competitive landscape, content quality, and execution. The free citation audit is the only way to get exact, verified numbers for your brand. Every engagement includes Day 0/30/60/90 proof cycles so you see real progress, not projections.