Scrunch vs Semrush AI Visibility Toolkit
Gane, the publisher, sells software in this category. Every product here is measured by the same method as in every other category. How the conflict is handled.
Two of fourteen models named Scrunch first on the direct prompt; zero named Semrush AI Visibility Toolkit. Scrunch was named by thirteen of the fourteen models and Semrush AI Visibility Toolkit by fourteen and Scrunch carries 18 labels and Semrush AI Visibility Toolkit 39, so the shares are not directly comparable.
Named in one category this edition.
By Semrush, Boston, United States, founded 2008. Named in two categories this edition.
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen models, for a mid-market B2B company; rank is within the category; every quote names the model and the prompt it came from. Both figures come from the AI visibility and answer engine tracking tools page.
By framing
ScrunchFirst choices, of fourteen modelsSemrush AI Visibility Toolkit
Across every category in the November 2026 Edition, Scrunch and Semrush AI Visibility Toolkit were named in the same answer thirty times, of the 47 answers naming Scrunch and the 118 naming Semrush AI Visibility Toolkit. In those answers Semrush AI Visibility Toolkit took the first choice zero times and Scrunch one.
Every model, every framing
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | | | ||||
| GPT-5.4 mini | | |||||
| Gemini 3.5 Flash | | | | | | |
| Perplexity Sonar | | | | |||
| Grok 4.20 | | | ||||
| Mistral Small | | |||||
| DeepSeek V4 Flash | | | | | ||
| Llama 4 Maverick | | | ||||
| Qwen 3.7 Flash | | |||||
| Kimi K2 | | | | | ||
| GLM 4.7 FlashX | | | ||||
| MiniMax M2.5 | | | | |||
| GPT-6 Luna | | | | |||
| Muse Glimmer 30B | |
Scrunch Semrush AI Visibility Toolkit first choice named as an alternative argued againstblank: not namedEach cell is one answer, Scrunch on the left and Semrush AI Visibility Toolkit on the right.The direct prompt
Scrunch first, Semrush AI Visibility Toolkit an alternative
2 of 14 modelsSemrush AI Visibility Toolkit was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
2 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
10 of 14 modelsThe answer made no first choice from these two in this category.Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
By buyer segment
Semrush AI Visibility Toolkit4%#4 of 8Scrunch0%#– of 8Scrunch6%#4 of 10Semrush AI Visibility Toolkit2%#6 of 10Semrush AI Visibility Toolkit4%#5 of 11Scrunch2%#7 of 11What the models said about Scrunch
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“Enterprise | Profound, Scrunch AI, Conductor, Botify | 500+ person orgs needing compliance, scale, and dedicated support” Kimi K2 · scale prompt · first choice
“Choose Scrunch or Profound if you want a dedicated platform for AI search tracking, citation intelligence, and strategic optimization.” Gemini 3.5 Flash · direct prompt · first choice
“Scrunch AI is best for mid-market B2B SaaS teams that want journey-stage and persona views without enterprise pricing” Claude Haiku 4.5 · direct prompt · first choice
What the models said about Semrush AI Visibility Toolkit
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“Avoid enterprise-focused tools like ... Semrush AI Visibility ($199/month)” Kimi K2 · budget prompt · hard negative
“The AI visibility features are less deep than dedicated tools. If AI visibility is a *priority*, not a secondary check, you'll outgrow it.” DeepSeek V4 Flash · direct prompt · soft negative
“Legacy SEO platforms like Semrush's standard AI Toolkit have "severe limitations for agency use" according to independent testing” MiniMax M2.5 · negative prompt · soft negative
“Choose Semrush if you want one platform for SEO + AI visibility.” GPT-5.4 mini · comparative prompt · first choice
“Top Recommendation: Semrush AI Visibility Toolkit” MiniMax M2.5 · paraphrase prompt · first choice
“Leverage existing, trusted suites first: Established SEO platforms (like Semrush, Ahrefs, or Google Search Console) have added AI Overview and citation monitoring features” Gemini 3.5 Flash · negative prompt · alternative
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.