AI SEO Statistics: Expert SEO Saas (2026-07 edition)

Reading the 120 answers model by model shows how differently the three assistants treat the same expert seo saas questions. On the most consequential behavior — whether to send the buyer to a professional at all — the rate ranged from 7.5% (ChatGPT) down to 0% (Claude), a 8-point gap on an identical question set.

Across the 40 expert seo saas answers it produced, ChatGPT recommended hiring a professional in 7.5% of them and suggested a DIY approach first 35% of the time. It named a specific provider in 45% of answers (about 2 distinct providers per answer) and included price or cost information 0% of the time. ChatGPT asked a clarifying question before answering in 30% of cases, warned about red flags or scams in 7.5%, and told the buyer to verify credentials in 2.5%, averaging 658 words per answer. On the remaining cues it told the buyer to check reviews in 5%, pointed to case studies or a portfolio in 2.5%, and framed the choice around local proximity in 2.5%; a selection-criteria checklist appeared in 27.5% of its answers and a recommendation to gather multiple quotes in 0%.

Across the 40 expert seo saas answers it produced, Claude recommended hiring a professional in 0% of them and suggested a DIY approach first 20% of the time. It named a specific provider in 67.5% of answers (about 4 distinct providers per answer) and included price or cost information 17.5% of the time. Claude asked a clarifying question before answering in 65% of cases, warned about red flags or scams in 7.5%, and told the buyer to verify credentials in 0%, averaging 318 words per answer. On the remaining cues it told the buyer to check reviews in 5%, 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 40% of its answers and a recommendation to gather multiple quotes in 0%.

Across the 40 expert seo saas answers it produced, Gemini recommended hiring a professional in 0% of them and suggested a DIY approach first 12.5% of the time. It named a specific provider in 80% of answers (about 2.9 distinct providers per answer) and included price or cost information 10% of the time. Gemini asked a clarifying question before answering in 0% of cases, warned about red flags or scams in 2.5%, and told the buyer to verify credentials in 0%, averaging 222 words per answer. On the remaining cues it told the buyer to check reviews in 0%, pointed to case studies or a portfolio in 0%, and framed the choice around local proximity in 7.5%; a selection-criteria checklist appeared in 17.5% of its answers and a recommendation to gather multiple quotes in 0%.

Taken together, ChatGPT is the assistant most likely to route an expert seo saas buyer to a professional (7.5%) and Claude the least (0%). ChatGPT produced the longest answers, at 658 words on average. Specific providers were named most often by Gemini (80%) — even there, roughly one answer in 1 carried a name.

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

• Recommends multiple quotes: 0% across all three models.
• Tells the buyer to verify credentials: 0%–2.5% across all three (a 3-point spread).
• Mentions case studies or portfolio: 0%–2.5% across all three (a 3-point spread).
• Tells the buyer to check reviews: 0%–5% across all three (a 5-point spread).

Measured question by question, the three assistants coded a response the same way most consistently on "recommends multiple quotes" (identical coding in 100% of questions) and least consistently on "asks a clarifying question" (32.5%).

Beyond whether to hire, the rubric codes how carefully each assistant protects the expert seo saas buyer once a decision is made. Telling the buyer to check reviews or ratings appeared in 3.3% of answers on average. Verifying credentials or certifications appeared in 0.8%. Warning about red flags or scams appeared in 5.8%.

On structuring the decision, a selection-criteria checklist showed up in 28.3% of answers on average and a recommendation to gather multiple quotes in 0%. The single least-reproduced protective signal for expert seo saas is "recommends multiple quotes" 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 expert seo saas (technology / SaaS; 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 expert seo saas 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.