One of twelve models named UserGuiding first on the direct prompt; one named Appcues. Both were named by all twelve models and UserGuiding carries 38 labels and Appcues 41, so the shares are not directly comparable.
Named in three categories this edition.
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 digital adoption and onboarding page.
Across every category in the September 2026 Edition, UserGuiding and Appcues were named in the same answer eighty-seven times, of the 141 answers naming UserGuiding and the 189 naming Appcues. In those answers Appcues took the first choice four times and UserGuiding twenty-seven.
| 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 |
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.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“entry-level tools (like UserGuiding) can feel too basic and struggle with the non-linear, multi-tenant nature of B2B software” Gemini 3.5 Flash · paraphrase prompt · soft negative
“often flagged in user reviews for having glitchy or buggy interfaces” Gemini 3.5 Flash · negative prompt · soft negative
“Budget < $300/mo? UserGuiding (fastest value, G2 badges for mid-market results/implementation).” Grok 4.1 Fast · direct prompt · first choice
“lighter, more affordable platforms like UserGuiding, Userpilot, or Tango will provide better ROI” Mistral Small · negative prompt · first choice
“The best digital adoption platform for a company with a limited budget is UserGuiding” Llama 4 Maverick · budget prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of four in this category shown.
“Appcues - Analytics not as deep as Pendo - Can become messy if not managed carefully” GLM 4.7 FlashX · negative prompt · soft negative
“lacks native product analytics... pricing scales steeply based on Monthly Active Users” Gemini 3.5 Flash · negative prompt · soft negative
“For most mid-sized B2B companies starting out, Appcues is the safest and most scalable bet” Qwen 3.7 Flash · paraphrase prompt · first choice
“Appcues (fast, code-free, ~$249/mo, only 15% negative) are the consensus picks” DeepSeek V4 Flash · negative 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.