HIGH SALIENCE / RESEARCH / BRANDS / SCREAMING FROG
BRAND DATA · SEO TOOLS · CHATGPT, SEPTEMBER 2026
How ChatGPT Recommends Screaming Frog
We asked ChatGPT 100 buyer questions about SEO tools, with web search on, and had two independent AI readers code every answer. In SEO tools, ChatGPT positions Screaming Frog for a specific buyer: the label it used most was "Technical SEO". This page shows who ChatGPT says Screaming Frog is for, how it does in head-to-head questions, what ChatGPT suggests instead of it, which sources sit behind its picks and which brands ChatGPT names alongside it.
BY MIKE HAWLEY, FOUNDER · PUBLISHED SEPTEMBER 26, 2026
01The Numbers
How often ChatGPT names, recommends and picks Screaming Frog
| Question type | Questions | Screaming Frog appeared | Screaming Frog recommended | Screaming Frog picked |
|---|---|---|---|---|
| Category ("best X software") | 30 | 7 | 7 | 6 |
| Head-to-head ("X vs Y") | 30 | 2 | 2 | 2 |
| Alternatives ("X alternatives") | 20 | 3 | 3 | 3 |
| Advice ("which X should I use") | 20 | 3 | 3 | 3 |
| All questions | 100 | 15 | 15 | 14 |
Across 100 SEO tools questions, Screaming Frog appeared in 15 answers (tied for rank 7 of every brand named), was recommended in 15 (tied for rank 6) and was ChatGPT's own pick in 14 (rank 5). That is a pick rate of 93% of its appearances, close to the 9-brand median of 87% for brands named 10 or more times in this teardown.
When ChatGPT picked Screaming Frog, it named it first among the brands it picked in 1 of those 14 answers. On the 20 direct advice questions ("which should I use"), ChatGPT picked it in 3 and recommended it in 3.
02Positioning
Who ChatGPT says Screaming Frog is for
These are the labels ChatGPT attached to Screaming Frog in "best for" table columns and scenario lists, quoted as written. We found 11 such labels for Screaming Frog in this category; the most frequent are below.
- "Technical SEO" (3 answers)
- "Technical SEO/site audits (up to 500 URLs)"
- "Best technical crawler"
- "Advanced technical SEO/large-scale investigation"
- "Technical SEO audits"
- "Best technical SEO companion"
If this is not how you describe your product, that gap is the first thing to fix: AI answers repeat the positioning they find most often across the sources they read.
03Head to Head
Screaming Frog in head-to-head questions
2 comparison questions named Screaming Frog against at least one rival. ChatGPT picked both Screaming Frog and at least one named rival in 2, only Screaming Frog in 0, and only a rival in 0. In every one of them ChatGPT made both Screaming Frog and a rival its picks instead of declaring a single winner.
| Question | Rival named | Screaming Frog | Rival picked |
|---|---|---|---|
| screaming frog vs sitebulb | Sitebulb | Picked | Sitebulb |
| screaming frog or sitebulb for technical audits | Sitebulb | Picked | Sitebulb |
04Alternatives
What ChatGPT suggests instead of Screaming Frog
We asked 2 questions about alternatives to Screaming Frog ("screaming frog alternatives", "free alternative to screaming frog").
The brands ChatGPT picked most often in those answers, with how many of the same answers recommended each one:
05Sources
The sources behind Screaming Frog's picks
The 14 answers that picked Screaming Frog carried 53 source citations in total. The most-cited domains in those answers:
- ahrefs.com (vendor site): 7
- semrush.com (vendor site): 6
- google.com (vendor site): 4
- screamingfrog.co.uk (vendor site): 4
- sitebulb.com (vendor site): 3
- stackbriefly.com (other third party): 2
Across all 15 answers that recommended Screaming Frog, picked or not, there were 57 citations.
Screaming Frog's own site (screamingfrog.co.uk) was cited 4 times across all 100 answers in the category, in 4 different answers.
Google check: for 1 of the 14 questions where ChatGPT picked Screaming Frog, screamingfrog.co.uk also ranked in Google's top ten organic results for the same question. So most of these picks came on questions where its own site did not rank.
06Competitive Set
Who ChatGPT names alongside Screaming Frog
The brands that appeared most often in the same answers as Screaming Frog, and in how many of those answers ChatGPT picked them. This is the competitive set ChatGPT has built for it, which is not always the one a vendor would choose.
- Ahrefs: in 11 of Screaming Frog's 15 answers, picked in 10
- Google Search Console: in 10 of Screaming Frog's 15 answers, picked in 9
- Semrush: in 10 of Screaming Frog's 15 answers, picked in 8
- Moz: in 6 of Screaming Frog's 15 answers, picked in 1
- SE Ranking: in 5 of Screaming Frog's 15 answers, picked in 4
- Ubersuggest: in 5 of Screaming Frog's 15 answers, picked in 3
07What It Means
What this means for Screaming Frog
Screaming Frog is on ChatGPT's SEO tools shortlist but is not one of its top three picks: it was recommended in 15 answers and picked in 14, against 55 picks for Ahrefs, the most-picked brand. Its lowest pick rate is on direct advice questions, where ChatGPT picked it in 3 of 20.
In 13 of the 14 answers that picked Screaming Frog, screamingfrog.co.uk did not rank in Google's top ten for the same question, so Google rankings alone do not explain where ChatGPT sends buyers.
Finding which sources shape the answer in a category, and making sure they describe the brand accurately, is the core of AI SEO.
08Method
Where these numbers come from
Source: Teardown 20: SEO tools. Each teardown runs 100 buyer questions (category, head-to-head, alternatives and advice phrasing) through ChatGPT with web search on, logged out, United States, English, one run per question.
Every answer was coded under codebook v2.0 by two independent AI readers working blind from the published reader protocol. Each reader coded every brand mention as picked, recommended, listed, passing or anchor; where the two disagreed, a third AI reader settled the code. Across all answers coded under v2.0, the two readers agreed on 97.8% of brand codes.
"Picked" means the answer made the brand its own verdict: "my pick", "choose X if", a shortlist it tells the buyer to act on, the #1 of its ranking, or the direct answer to a "which should I use" question. "Recommended" means the answer assigned the brand to a stated case or fit ("best for small teams") or picked it, so every picked brand also counts as recommended. "Appeared" counts answers where the brand was recommended or listed. Every count is a count of answers. Use-case labels are quoted from the answers as written. Google checks use the top ten organic results for the same question collected the same day.
Limits: one run per question, one country, one point in time. AI answers vary between runs, so treat these as frequencies for this sample, not fixed positions. High Salience has no commercial relationship with any brand on this page. If you work for this brand and see an error, write to info@highsalience.com and we will check it against the dataset.
Full per-answer datasets (CSV) are on each teardown page. All brand pages.
09FAQs
Frequently asked questions
Does ChatGPT recommend Screaming Frog?
In our SEO tools teardown (web search on, United States, September 26, 2026), ChatGPT named Screaming Frog in 15 of 100 buyer questions, recommended it in 15 and made it its own pick in 14.
What does ChatGPT say Screaming Frog is best for?
The label ChatGPT used most often for Screaming Frog was "Technical SEO". Other labels included "Technical SEO/site audits (up to 500 URLs)", "Best technical crawler", and "Advanced technical SEO/large-scale investigation".
Which brands does ChatGPT compare Screaming Frog with?
In SEO tools answers, Screaming Frog appeared most often alongside Ahrefs, Google Search Console, Semrush, and Moz.
10Next Step
See how ChatGPT describes your brand.
The Category Salience Brief runs your category's buyer questions across Google and the AI surfaces, shows how each answer positions you against competitors, and ranks what to fix first.