The 2026 AI Visibility Scorecard: How to Audit Your Brand Across 6 Platforms
A step-by-step framework for scoring your brand's AI visibility on ChatGPT, Perplexity, Gemini, Claude, Copilot, and Google AI Overviews. Run this audit in under an hour and know exactly where you stand.
Most brands check one AI platform, see that they show up, and assume they are covered. The data tells a different story. According to a WhiteHat SEO study, only 11% of cited domains appear across multiple AI engines. Being visible on ChatGPT does not mean you exist on Perplexity, and being cited in Google AI Overviews says nothing about your presence on Claude.
This scorecard gives you a structured way to audit your brand across all six major AI platforms in under an hour. For each platform, you will run a set of test prompts, score your results, and identify specific gaps. At the end, you will have a clear picture of where you stand and where to focus next.
How the Scoring Works
For each of the six platforms, you will test five dimensions of AI visibility. Score each dimension on a 0-to-3 scale:
- 0 = Not present. Your brand is not mentioned at all in the response.
- 1 = Mentioned but inaccurate. Your brand appears but with wrong information, outdated details, or misleading context.
- 2 = Mentioned accurately. Your brand appears with correct information, but you are not the primary recommendation or top citation.
- 3 = Cited as authoritative. Your brand is featured prominently, linked/cited directly, or recommended as a top option.
Maximum score per platform: 15 (5 dimensions x 3 points). Maximum total score: 90 (6 platforms x 15 points). Anything above 60 is strong. Between 35 and 60 means you have significant gaps. Below 35 means AI search is a blind spot for your brand.
The Five Dimensions to Test
Use these five prompt categories on each platform. Replace "[Your Brand]" with your actual brand name and "[Your Industry]" with your industry or product category.
Dimension 1: Brand Recognition
Prompt: "What is [Your Brand] and what do they do?"
This tests whether the AI engine knows your brand exists and can describe it accurately. Check for: correct company description, accurate product/service details, up-to-date information (not years old), and correct industry categorization.
Dimension 2: Competitive Positioning
Prompt: "What are the best [Your Industry] companies/tools/products?"
This reveals where AI engines rank you relative to competitors. Note your position in any list, whether competitors are mentioned that you are not grouped with, and whether the AI's description of your competitive position is accurate.
Dimension 3: Product/Service Accuracy
Prompt: "Compare [Your Brand] vs [Top Competitor]" or "What are the pros and cons of [Your Brand]?"
This checks whether AI engines have accurate, current details about your offerings. Look for: correct pricing (or at least not wildly wrong), accurate feature descriptions, current product names (not discontinued ones), and fair assessment of strengths and weaknesses.
Dimension 4: Content Citation
Prompt: "How do I [common task in your industry]?" or "What is the best way to [solve a problem you address]?"
This tests whether your content gets cited when users ask questions your brand should be answering. For platforms that show sources (Perplexity, Google AI Overviews, ChatGPT with search), check if your website URL appears. For platforms that do not show sources, note whether the response reflects information from your content.
Dimension 5: Recommendation Intent
Prompt: "I need help with [problem your brand solves]. What should I use/try/read?"
This is the highest-intent test. It simulates a user ready to take action. Score based on whether the AI recommends your brand, positions you favorably, or does not mention you at all.
Platform-by-Platform Audit Guide
Run all five prompts on each platform. Here is where to go and what to watch for on each:
| Platform | Where to Test | What to Watch For |
|---|---|---|
| ChatGPT | chat.openai.com (use GPT-4o with search enabled) | Check if sources are cited via the search feature. ChatGPT drives 87.4% of AI referral traffic (Conductor 2026), so this is your highest-priority platform. |
| Perplexity | perplexity.ai | Perplexity always shows source citations inline. Check if your URLs appear. It cites 21.87 sources per response on average (WhiteHat SEO), so there is more opportunity here. |
| Google AI Overviews | google.com (search normally, look for AI Overview boxes) | Not all queries trigger AI Overviews. Try informational queries related to your industry. Check if your site is in the cited sources dropdown. |
| Gemini | gemini.google.com | Gemini pulls from Google's index and Knowledge Graph. It drives 21% of AI traffic in some industries (Conductor 2026). Check for accuracy, not just presence. |
| Microsoft Copilot | copilot.microsoft.com | Copilot uses Bing's index. If you perform well on Bing, you likely perform well here. Check source citations in responses. |
| Claude | claude.ai (use web search feature) | Claude cites fewer sources per response (5.67 avg) but emphasizes author credibility and original research. Quality over quantity matters here. |
Score Sheet Template
Use this table to record your scores. Fill in each cell with 0, 1, 2, or 3:
| Dimension | ChatGPT | Perplexity | Google AIO | Gemini | Copilot | Claude |
|---|---|---|---|---|---|---|
| Brand Recognition | ___ | ___ | ___ | ___ | ___ | ___ |
| Competitive Position | ___ | ___ | ___ | ___ | ___ | ___ |
| Product Accuracy | ___ | ___ | ___ | ___ | ___ | ___ |
| Content Citation | ___ | ___ | ___ | ___ | ___ | ___ |
| Recommendation | ___ | ___ | ___ | ___ | ___ | ___ |
| Platform Total (/15) | ___ | ___ | ___ | ___ | ___ | ___ |
How to Interpret Your Scores
Total Score (out of 90)
- 70-90: Strong AI visibility. Your brand is well-represented across engines. Focus on maintaining freshness and monitoring for accuracy drift.
- 45-69: Partial coverage. You likely perform well on one or two platforms but have gaps elsewhere. Prioritize the platforms where your audience is most active.
- 25-44: Significant gaps. Most AI engines either do not know your brand or have inaccurate information. Start with content and technical fundamentals.
- 0-24: AI-invisible. Your brand barely exists in AI search. This is both a risk (competitors own your narrative) and an opportunity (early movers gain disproportionate share).
Per-Platform Patterns
- High on ChatGPT, low everywhere else: Your Google SEO is strong (ChatGPT draws heavily from Google top 10), but you lack presence on platforms that index independently. Invest in content citability and diversify to LinkedIn and YouTube.
- High on Perplexity, low on ChatGPT: You are publishing fresh, well-cited content but it may not rank well on Google yet. Perplexity favors recency (82% of citations go to content under 30 days old). Strengthen your on-site SEO to improve ChatGPT visibility.
- Low on content citation across all platforms: Your brand may be known but your content is not getting cited. Focus on creating educational, question-answering content with clear structure. See our guide on schema markup for AI visibility.
- Inaccurate information on multiple platforms: This is the most urgent problem to fix. Incorrect AI responses about your brand compound over time as they feed future training data. See our guide on what to do when AI gets your brand wrong.
Quick Wins by Score Range
Based on where you scored lowest, here are the highest-impact actions to take first:
| If You Scored Low On... | Do This First |
|---|---|
| Brand Recognition (Dimension 1) | Update your About page with clear, structured information. Add Organization schema. Claim and update your Wikipedia page, Crunchbase profile, and Google Business Profile. |
| Competitive Positioning (Dimension 2) | Create comparison content: "[Your Brand] vs [Competitor]" pages on your site. AI engines frequently cite head-to-head comparisons when users ask for recommendations. |
| Product Accuracy (Dimension 3) | Publish a regularly updated product/pricing page with Product schema markup. AI engines pull pricing and feature details from structured pages. |
| Content Citation (Dimension 4) | Create FAQ content targeting the exact questions your audience asks AI engines. Use FAQPage schema. Publish on LinkedIn and YouTube in addition to your blog. |
| Recommendation (Dimension 5) | Build third-party authority: reviews, earned media, industry mentions. AI engines weight off-site signals when making recommendations. See how earned media triples AI visibility. |
How Often to Run This Audit
AI engine behavior changes frequently. Ahrefs data shows AI Overview citation patterns shifted dramatically in just seven months (top-10 overlap dropping from 76% to 38%). SEMrush found that ChatGPT's Reddit citation rate collapsed from 60% to 10% in a single month. Run this full audit quarterly, and spot-check your top three platforms monthly.
For automated monitoring between audits, several tools track AI brand mentions continuously. See our independent review of the best GEO tools in 2026 for options across different budgets.
The Bottom Line
Your brand's AI visibility is not a single number. It is six different scores on six different platforms, each with its own signals and behaviors. The brands gaining ground in 2026 are the ones that treat multi-engine AI visibility as a systematic practice, not a one-time check.
Run this scorecard today. Share your results with your team. Then pick the two lowest-scoring platforms and apply the quick wins above. In most cases, you can move a platform score by 3 to 5 points within 30 days with focused effort. For a deeper look at why each engine behaves differently, see our research on the multi-engine AI visibility gap.
Frequently Asked Questions
How long does this AI visibility audit take?
Most brands can complete the full six-platform audit in 45 to 60 minutes. Run all five prompts on each platform, record your scores, and tally the results. The first time takes longest because you are learning each platform's interface. Subsequent audits go faster.
Do I need paid accounts on all six platforms?
No. All six platforms offer free access that is sufficient for this audit. ChatGPT, Perplexity, Gemini, Claude, and Copilot all have free tiers with web search capabilities. Google AI Overviews appear automatically in normal Google search results. Paid tiers may give you access to newer models, but the free versions are enough to assess your brand's visibility.
What is a good AI visibility score?
A total score of 70 or above (out of 90) indicates strong multi-engine visibility. Most brands score between 25 and 50 on their first audit. The most important insight is not the total number but the per-platform and per-dimension breakdown, which tells you exactly where to focus improvement efforts.
Should I run different prompts for different industries?
The five dimensions (brand recognition, competitive positioning, product accuracy, content citation, recommendation intent) apply universally. But you should customize the specific prompt wording to match how your customers actually phrase questions. For example, a SaaS company might test "best project management software" while a local business tests "best [service] in [city]."
Why do I score differently on different AI platforms?
Each AI engine uses different data sources, retrieval systems, and ranking signals. ChatGPT draws heavily from Google's top 10 results. Perplexity has its own web crawler and prioritizes fresh content. Google AI Overviews use the Knowledge Graph. Claude emphasizes author credibility. A WhiteHat SEO study found only 11% domain overlap across platforms, which means performing well on one does not guarantee visibility on others.
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