Build an AI Search Readiness Scorecard From Google's Own Checklist

You can learn AI visibility by scoring one page against the best practices Google lists for AI features. Google's documentation says there are no extra requirements or special optimizations for AI Overviews and AI Mode. That makes the basics the whole skill, and basics are easy to practice and check.

This exercise turns that guidance into a seven-line scorecard. You will score one real page, fix the weakest line, and score it again. It takes a focused afternoon, and you can repeat it on any page.

What Google Actually Says

Start by reading the source, not a summary of it. Google's page on AI features and your website is short, and it is the primary document for this topic.

Three statements matter most for a learner. First, a page must be indexed and eligible to be shown in Google Search with a snippet to be a supporting link. Second, there are no additional technical requirements. Third, there is no special schema.org structured data you need to add.

Google also states that indexing and serving are not guaranteed. So your scorecard measures readiness, not results. Keep that difference in mind as you work.

The Seven-Line Scorecard

Google lists best practices for appearing in these features. Each one becomes a line you can test. Give each line a score of 0 (fails), 1 (partly) or 2 (passes).

1. Crawl access. Robots.txt, your CDN and your hosting provider all allow crawling.
2. Findability. Other pages on your site link to this page with clear link text.
3. Page experience. The page loads and reads well on a phone.
4. Text content. The important facts are written as text, not locked inside images or video.
5. Supporting media. Images and videos are relevant and add to the text.
6. Structured data match. Any markup agrees with what a visitor can see on the page.
7. Business data. Merchant Center and Business Profile details are current, if they apply to you.

A perfect score is 14. Do not treat the number as a grade. Treat it as a way to find your weakest line.

Step-by-Step Practice

Step 1: Pick One Page

Choose a page that matters, such as a service page or a guide. Write down its address and today's date at the top of a blank sheet. One page keeps the exercise honest and small.

Step 2: Confirm It Can Be Indexed

Open the URL Inspection tool in Search Console and test the page. Note whether it is indexed and whether anything blocks it. If the tool shows a problem, fix that first, because nothing else on the scorecard matters without it.

Step 3: Check Crawl Access

Read your robots.txt file in a browser. Look for rules that block the folder holding your page. Then ask whoever runs your hosting or CDN whether any security setting blocks well-behaved crawlers. Score line one.

Step 4: Test Findability

Find the pages on your site that link to this page. If you find none, add a link from a related page using words that describe the topic. Score line two before and after the change.

Step 5: Read the Page as Text

Copy the page text into a plain document. Ask whether a reader would still understand the main point and find the key facts. Any detail that lives only in an image or video should also appear as written text.

Step 6: Compare Markup to the Page

If the page has structured data, view it with the Rich Results Test or the Schema Markup Validator. Compare every value in the markup with the visible page. A price, a name or a date that does not match the page is a defect to fix.

Step 7: Check Business Details

If you sell products or run a local business, open your Merchant Center or Business Profile account. Confirm that hours, descriptions and product details match your page. Skip this line, and mark it not applicable, if you have neither.

Fix One Line, Then Rescore

Look at the lines that scored 0 or 1. Pick the one that takes the least effort and fix it this week. Rescore the page after the change, and record the date.

This habit is the real skill. You are learning to turn a vague goal, such as being cited by an answer engine, into a short list of checks you can finish. Each fix is small, and each one is visible in your records.

What the Scorecard Cannot Tell You

A high score does not promise a citation. Google says indexing and serving are not guaranteed, and it does not publish a guarantee for AI features. Be careful about claiming more than the evidence supports.

Search Console cannot split out AI traffic either. Google says AI Overviews and AI Mode traffic is included in overall search traffic in the Performance report under the Web search type. There is no separate report, so do not report an AI click number from that tool.

What you can do is watch trends in total search performance for the page, next to your dated scorecard. If clicks or impressions change after a fix, write that down as an observation, not as proof of cause.

Add a Manual Spot Check

Once the scorecard is done, run a small manual test. Write three questions a customer might ask that your page answers. Ask each one in Google's AI features and in one other answer engine, and note which sources appear.

Record the date, the question, the engine and the sources shown. Answers change from day to day, so one result is a single data point. Repeat the test a few times over several weeks before drawing any conclusion.

A Four-Week Study Plan

• Week 1: Read Google's AI features page and score your first page.
• Week 2: Fix the weakest line and rescore. Add one more page to your sheet.
• Week 3: Run the manual spot check on both pages and log the results.
• Week 4: Compare your dated scorecards. Write three sentences on what changed and what you will test next.

By the end you will have a small, honest record of your own work. That record is worth more than any list of tips, because you built it and you can check it.

Keep the Habit Going

Google updates its documentation from time to time, and its public changelog lists each change with a date. Skim it when you rescore, so your scorecard always matches the current guidance. If a line on the scorecard no longer matches the source, edit the line and note the date.