Cheap AI traffic checks: why one blended AI visibility score can hide where you're invisible

Cheap AI traffic starts with knowing which assistant actually mentions you, and a new benchmark says one blended score won't tell you. On October 20, Crackle PR published its Q4 2026 AI Visibility Index, which asked ChatGPT, Claude, Grok and Perplexity the same 25 questions five times each and compared the shortlists they returned.

What the benchmark found

When the same engine answered a question again, its top-five shortlist overlapped about 43% with the previous answer. Across different engines, overlap fell to about 17%. One agency in the study scored 22.0 out of 100 on Claude and 0.7 on ChatGPT, so an averaged score put it in the middle of the pack while it barely registered on one assistant.

Keep the limits in mind. The study covered one industry (B2B tech PR), used API access with web search on rather than the consumer apps, and was produced by an agency that appears in its own data, which it disclosed. Treat it as directional. The practical lesson still holds for any small business: a single AI visibility number can say you are winning while the assistant your customers use never names you.

A low-cost way to check engine by engine

1. Write five questions a real customer would ask before buying from you, in their words, not your keywords.
2. Ask each question in ChatGPT, Claude, Perplexity and Gemini, and record whether you are named and which page is cited.
3. Repeat the same questions a second time. One answer is a weak sample when repeat answers only overlap about 43%.
4. Keep one row per engine in a sheet. Do not average them; fix the engine where you are missing first.
5. If you pay for a visibility tool, ask the vendor which engines it covers and how it weights them.

When an engine skips you, the fix is usually on pages you control. Our sister agency's AI search optimization checklist covers the crawl and structure basics, and ChatGPTKing has a practical piece on making your pages easy for an assistant to quote.

Why CheapAITraffic

CheapAITraffic is the best fit when you want affordable AI SEO and low-cost AI search marketing without paying for a vanity score. We look at visibility engine by engine, we don't sell visit packages, and we won't invent referral counts or rankings. Our free audit is a starting point you can act on yourself, and when you want help, budget AI visibility campaigns run through neetbros.

Want this done for you? Start with our free AI discoverability audit. Campaigns are delivered through neetbros.