AI SEO Statistics: Cbd SEO Strategy (2026-07 edition)

Reading the 120 answers model by model shows how differently the three assistants treat the same cbd seo strategy questions. On the most consequential behavior — whether to send the buyer to a professional at all — the rate ranged from 42.5% (ChatGPT) down to 25% (Gemini), a 18-point gap on an identical question set.

Across the 40 cbd seo strategy answers it produced, ChatGPT recommended hiring a professional in 42.5% of them and suggested a DIY approach first 47.5% of the time. It named a specific provider in 0% of answers (about 0 distinct providers per answer) and included price or cost information 12.5% of the time. ChatGPT asked a clarifying question before answering in 25% of cases, warned about red flags or scams in 10%, and told the buyer to verify credentials in 2.5%, averaging 756 words per answer. On the remaining cues it told the buyer to check reviews in 0%, pointed to case studies or a portfolio in 2.5%, and framed the choice around local proximity in 7.5%; a selection-criteria checklist appeared in 10% of its answers and a recommendation to gather multiple quotes in 0%.

Across the 40 cbd seo strategy answers it produced, Claude recommended hiring a professional in 30% of them and suggested a DIY approach first 12.5% of the time. It named a specific provider in 2.5% of answers (about 0 distinct providers per answer) and included price or cost information 5% of the time. Claude asked a clarifying question before answering in 42.5% of cases, warned about red flags or scams in 22.5%, and told the buyer to verify credentials in 2.5%, averaging 328 words per answer. On the remaining cues it told the buyer to check reviews in 0%, pointed to case studies or a portfolio in 10%, and framed the choice around local proximity in 10%; a selection-criteria checklist appeared in 17.5% of its answers and a recommendation to gather multiple quotes in 0%.

Across the 40 cbd seo strategy answers it produced, Gemini recommended hiring a professional in 25% of them and suggested a DIY approach first 17.5% of the time. It named a specific provider in 5% of answers (about 0.2 distinct providers per answer) and included price or cost information 5% of the time. Gemini asked a clarifying question before answering in 2.5% of cases, warned about red flags or scams in 15%, and told the buyer to verify credentials in 7.5%, averaging 203 words per answer. On the remaining cues it told the buyer to check reviews in 0%, pointed to case studies or a portfolio in 2.5%, and framed the choice around local proximity in 5%; a selection-criteria checklist appeared in 12.5% of its answers and a recommendation to gather multiple quotes in 0%.

Taken together, ChatGPT is the assistant most likely to route a cbd seo strategy buyer to a professional (42.5%) and Gemini the least (25%). ChatGPT produced the longest answers, at 756 words on average. Specific providers were named most often by Gemini (5%) — even there, roughly one answer in 20 carried a name.

On other behaviors the three models move almost in lockstep — the points of near-consensus for cbd seo strategy, where all three landed within a few points of each other:

• Tells the buyer to check reviews: 0% across all three models.
• Recommends multiple quotes: 0% across all three models.
• Names a specific provider: 0%–5% across all three (a 5-point spread).
• Tells the buyer to verify credentials: 2.5%–7.5% across all three (a 5-point spread).

Measured question by question, the three assistants coded a response the same way most consistently on "tells the buyer to check reviews" (identical coding in 100% of questions) and least consistently on "asks a clarifying question" (42.5%).

Beyond whether to hire, the rubric codes how carefully each assistant protects the cbd seo strategy buyer once a decision is made. Telling the buyer to check reviews or ratings appeared in 0% of answers on average. Verifying credentials or certifications appeared in 4.2%. Warning about red flags or scams appeared in 15.8%.

On structuring the decision, a selection-criteria checklist showed up in 13.3% of answers on average and a recommendation to gather multiple quotes in 0%. The single least-reproduced protective signal for cbd seo strategy is "tells the buyer to check reviews" at 0% on average — the clearest opening for content that supplies it, since the models are not yet reliably surfacing that guidance on their own.

The 40 questions behind every percentage on this page were drawn from real cbd seo strategy (healthcare services; buyer hiring decisions for this specific service) buyer journeys. Each was put to all 3 models once, with identical wording, so the rates above describe how the assistants handled this exact cbd seo strategy question set — not a general prior or a hand-picked subset. The full list is shown earlier on this page; the coded percentages are what those specific questions produced.