Rankscale vs SE Ranking
Zero of twelve models named Rankscale first on the direct prompt; zero named SE Ranking. Rankscale was named by ten of the twelve models and SE Ranking by nine and Rankscale carries 16 labels and SE Ranking 14, so the shares are not directly comparable.
Named in one category this edition.
United States, founded 2012. Named in three categories this edition.
Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all twelve 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
RankscaleFirst choices, of twelve modelsSE Ranking
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 | | |
Rankscale SE Ranking first choice named as an alternative argued againstblank: not namedEach cell is one answer, Rankscale on the left and SE Ranking on the right.The direct prompt
Neither was the first choice, one was named
1 of 12 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
11 of 12 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
Rankscale2%#5 of 9SE Ranking2%#– of 9Rankscale10%#3 of 11SE Ranking6%#6 of 11SE Ranking2%#– of 9Rankscale0%#– of 9What the models said about Rankscale
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“Best For: Absolute lowest entry price and actionable site diagnostics... it is exceptionally cost-effective.” Gemini 3.5 Flash · budget prompt · first choice
“Rankscale if you want the absolute lowest cost with the broadest platform coverage” Kimi K2 · budget prompt · first choice
“I recommend starting with RankScale AI ($20/month) or Otterly.AI ($29/month)” GLM 4.7 FlashX · budget prompt · first choice
What the models said about SE Ranking
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“they should be treated with caution as your primary AI visibility solution.” Qwen 3.7 Flash · negative prompt · soft negative
“Start with SE Ranking if you want: - A balance of affordability and depth” Mistral Small · paraphrase prompt · first choice
“Best overall for a mid-sized B2B company: SE Ranking” GPT-5.4 mini · paraphrase 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.