AI visibility is a probability.

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In this newsletter, you’ll find:

📊AI visibility isn’t a position it’s a probability.

📢 AI advertising meets a trust test

🏆 Ad of the day

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Together with Omnisend

Your AI Is Missing Your Best Marketing Data

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📊AI visibility isn’t a position; it’s a probability.

Traditional rank tracking works because the result is reasonably stable within a short window. AI search breaks that assumption. 

Run the same prompt repeatedly, and the sources, recommendations, and framing can change between answers, which means checking once and recording whether the brand appeared creates confidence from a sample that was never large enough to support it.

Stop repeating the prompt. Stress-test the topic.

Five identical runs tell you about volatility around one wording. Five different formulations tell you whether the brand survives the ways buyers actually express the same intent.

Take one core question and deliberately push it through different contexts:

• Direct: What are the best accounting tools for startups?
• Comparison: X vs Y for an early-stage startup?
• Use case: Best accounting software for a five-person company?
• Follow-up: Which of those is easiest to implement?
• Skeptical: Which accounting tools aren’t worth paying for yet?

If the brand survives several of those shifts, that’s much stronger evidence than appearing repeatedly against one carefully chosen prompt.

Turn five runs into an investment ladder

Not every citation result deserves the same response. A simple confidence system prevents teams from spending equal effort everywhere.

4 to 5 appearances: defend it. The association is holding across different formulations, so keep the underlying content current and protect whatever third-party coverage is reinforcing it.

2 to 3 appearances: investigate it. This is often the most valuable group because the brand has already established enough relevance to appear, but something is preventing that relevance from holding consistently.

0 to 1 appearance: don’t automatically rewrite the page. At this level, the problem may be broader authority, source coverage, or whether the brand belongs in the answer at all. More polishing isn’t necessarily the highest-return move.

The middle tier is where the easiest visibility gains can hide.

Read the losses, not just the score

Suppose a brand finishes 3/5.

That number isn’t the diagnosis. Open the two losing answers.

If both losses came from comparison prompts, inspect whether competitors have clearer comparison pages or stronger third-party validation. If skeptical prompts consistently replace the brand, look at whether independent reviews surface the objections buyers are asking about. If direct questions work but use-case prompts fail, the content may explain the product well without establishing who it’s specifically for.

Now a volatile citation score becomes a content brief rather than another dashboard metric.

Doing this across dozens of topics becomes difficult to maintain manually. Semrush’s AI Visibility Toolkit tracks brand visibility across AI search surfaces, making repeated citation patterns easier to monitor alongside the competitors replacing you when visibility changes. You can try it for free for 7 days.

One AI answer tells you that you appeared once. The useful information starts when you understand which versions of the buyer’s question keep bringing you back, and which ones consistently make you disappear.

📢 AI advertising meets a trust test

AI advertising is expanding across ChatGPT and Google while paid search remains surprisingly resilient. But technical issues and growing public anxiety show that monetization is moving faster than consumer confidence.

The Breakdown:

1. ChatGPT Ads Reach Europe - OpenAI says ads reach Free and Go users in the EEA and Switzerland later this month. Targeting starts contextual, while personalization requires opt-in and sensitive topics are excluded.

2. ChatGPT Ads Glitch - Brodie Clark spotted ads switching advertisers mid-load, potentially creating questionable impressions where one advertiser briefly appears before another replaces it. It highlights early growing pains in OpenAI's ad infrastructure.

3. Google Still Drives ChatGPT - Across 13.1B Google search events, ChatGPT had the highest paid-click share among major destinations. Google's zero-click rate rose 2.6 points and organic clicks fell 2.8, while paid clicks stayed flat.

4. AI Ads Are Spreading - Similarweb says sponsored ads appear in 26% of ChatGPT responses, while nearly 30% of ad-eligible Google AI Mode queries show ads, signaling rapid commercialization of AI interfaces.

5. Public Trust Weakens - Pew found 52% of Americans are more concerned than excited about AI, including 55% of under-30s. More significantly, 71% believe AI will result in fewer jobs over 20 years.

AI is quickly becoming a serious advertising channel across search and chat. The bigger challenge may be whether monetization can scale without further weakening the public trust these platforms depend on.

🎥 Ad of the Day

What Works:

Flavor Stops Scroll - The saturated citrus palette and oversized lemon-lime imagery create an immediate sensory pattern interrupt, making the drink feel refreshing before shoppers even process the functional benefits

Benefits Scan Fast - “6g protein” and “zero sugar” sit in isolated callouts, reducing cognitive load and helping mobile viewers understand the product’s nutritional value within seconds.

Product Owns Center - The tilted can dominates the visual hierarchy, while floating fruit and bubbles frame it naturally, strengthening branding recall and making the product feel energetic and refreshing.

Use oversized ingredients, bubbles, splashes, or texture cues around the pack so shoppers can almost taste the product before reading the copy. 

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