Crayon vs Similarweb
Four of fourteen models named Crayon first on the direct prompt; zero named Similarweb. Crayon was named by fourteen of the fourteen models and Similarweb by thirteen and Crayon carries 42 labels and Similarweb 35, so the shares are not directly comparable.
Named in five categories this edition.
Named in five 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 market intelligence platforms page.
By framing
CrayonFirst choices, of fourteen modelsSimilarweb
Across every category in the October 2026 Edition, Crayon and Similarweb were named in the same answer 150 times, of the 308 answers naming Crayon and the 219 naming Similarweb. In those answers Similarweb took the first choice four times and Crayon twenty-two.
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 4.1 Fast | | | ||||
| 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 | | | |
Crayon Similarweb first choice named as an alternative argued againstblank: not namedEach cell is one answer, Crayon on the left and Similarweb on the right.The direct prompt
Crayon first, Similarweb not the choice
4 of 14 modelsSimilarweb was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
9 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
1 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
Crayon0%#16 of 16Similarweb0%#13 of 16What the models said about Crayon
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“Avoid enterprise-oriented platforms like Crayon, Klue, or AlphaSense if budget is the main constraint” Perplexity Sonar · budget prompt · hard negative
“Avoid enterprise platforms — Klue, Crayon, AlphaSense, and ZoomInfo” Kimi K2 · budget prompt · hard negative
“Pick Crayon if you want the most balanced "mid-market CI platform" for day-to-day competitive tracking and sales enablement.” GPT-5.4 mini · direct prompt · first choice
What the models said about Similarweb
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of four in this category shown.
“I would be cautious about using these as authoritative sources: - Similarweb and Semrush for exact competitor traffic, revenue, or market share.” GPT-6 Luna · negative prompt · soft negative
“Best Overall Budget Pick: Similarweb ... Widely regarded as the best market intelligence platform for its price.” DeepSeek V4 Flash · budget prompt · first choice
“Start with Similarweb's free data” GPT-6 Luna · budget prompt · first choice
“their free browser extension and basic web platform provide valuable high-level data on competitor traffic sources for free” Gemini 3.5 Flash · budget 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.