Kompyte vs Semrush
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.
Six of fourteen models named Kompyte first on the direct prompt; zero named Semrush. Kompyte was named by thirteen of the fourteen models and Semrush by fourteen and Kompyte carries 52 labels and Semrush 58, so the shares are not directly comparable.
Named in two categories this edition.
Boston, United States, founded 2008. Named in six 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 competitive intelligence tools page.
By framing
KompyteFirst choices, of fourteen modelsSemrush
Across every category in the November 2026 Edition, Kompyte and Semrush were named in the same answer ninety-nine times, of the 171 answers naming Kompyte and the 355 naming Semrush. In those answers Semrush took the first choice five times and Kompyte forty-three.
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 | | | | | | |
Kompyte Semrush first choice named as an alternative argued againstblank: not namedEach cell is one answer, Kompyte on the left and Semrush on the right.The direct prompt
Kompyte first, Semrush an alternative
6 of 14 modelsSemrush was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
7 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
Kompyte37%#1 of 15Semrush6%#3 of 15Kompyte40%#1 of 12Semrush2%#5 of 12Kompyte0%#6 of 7Semrush0%#7 of 7What the models said about Kompyte
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of eight in this category shown.
“Good entry point if you don’t have the budget for enterprise solutions yet, though coverage may be narrower.” Qwen 3.7 Flash · scale prompt · soft negative
“Risks include over-reliance on potentially biased/aggregated data and privacy issues in social scraping” Grok 4.20 · negative prompt · soft negative
“Good for monitoring mentions and basic tracking but lack Crayon's depth in B2B sales tools.” Grok 4.20 · direct prompt · soft negative
“I would start with: - Kompyte (or Crayon if you need more AI\u2011driven insights) \u2013 gives you the broadest coverage of competitor digital activity in a single dashboard.” MiniMax M2.5 · paraphrase prompt · first choice
“The Best All-In-One Choice: Kompyte ... Kompyte is widely considered the industry standard for mid-to-large market B2B companies.” Qwen 3.7 Flash · paraphrase prompt · first choice
“For most mid‑market B2B companies, Kompyte (now part of Semrush) is the best all‑around competitive intelligence tool.” GLM 4.7 FlashX · direct prompt · first choice
What the models said about Semrush
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of four in this category shown.
“Expensive (especially for small teams; complaints about hidden fees, trials turning into charges, and hard cancellations). Steep learning curve.” Grok 4.20 · negative prompt · soft negative
“Similarweb and Semrush provide modeled estimates, so use them for directional comparisons—not precise traffic, revenue, or conversion claims.” Perplexity Sonar · negative prompt · soft negative
“Recurring negatives cite high pricing, steep learning curve, occasional data discrepancies, and some navigation or feature limitations.” Muse Glimmer 30B · negative prompt · soft negative
“the *best "all‑in‑one"* for most small companies is SEMrush ... It's the most comprehensive single tool at a price most startups can justify.” MiniMax M2.5 · budget prompt · first choice
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.