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Digital adoption and onboarding · November 2026 Edition

Product Fruits vs Tango

Zero of fourteen models named Product Fruits first on the direct prompt; zero named Tango. Product Fruits was named by ten of the fourteen models and Tango by seven and Product Fruits carries 18 labels and Tango 10, so the shares are not directly comparable.

Product Fruits

accepted challenger

Named in three categories this edition.

Tango

accepted challenger

Named in three categories this edition.

First-choice share2%2%Of first choices across the direct, paraphrase, budget and scale prompts, 0 to 100.
Negative rate11%10%Negative labels as a share of the product's labels, 0 to 100.
Rank in category#7#8A position in a field of 11; printed, not drawn.
Labels1810A count; the two differ.
The two percentage rows are drawn on one 0 to 100 track, Product Fruits reading right to left. Rank and label count are printed, not drawn.Whatfix was named alongside these two in twelve of the fourteen direct answers. Userpilot vs Product Fruits · Userpilot vs Tango · Whatfix vs Product Fruits

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 digital adoption and onboarding page.

By framing

How many of the fourteen models made each the first choice, per way of asking, and how many argued against it.
Product FruitsFirst choices, of fourteen modelsTango
Direct001 against Product Fruits
Paraphrase00
Comparative00
Budget-constrained11
Scale-constrained00
Negative101 against Product Fruits · 1 against Tango
Bars are first choices, 0 to 14 each sideModels that argued againstA model can name both, so the two sides of a row do not sum to fourteen.

Across every category in the November 2026 Edition, Product Fruits and Tango were named in the same answer eighteen times, of the 83 answers naming Product Fruits and the 48 naming Tango. In those answers Tango took the first choice one time and Product Fruits four.

Every model, every framing

The eighty-four answers behind the chart above, one cell each: where Product Fruits and Tango stood in it.
ModelDirectParaphraseComparativeBudget-constrainedScale-constrainedNegative
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
Product Fruits Tango first choice named as an alternative argued againstblank: not namedEach cell is one answer, Product Fruits on the left and Tango on the right.

The direct prompt

The plain question, one answer per model, grouped by where Product Fruits and Tango stood in it.

Neither was the first choice, one was named

4 of 14 modelsThe answer put something else first and named one of the two as an alternative.
Gemini 3.5 FlashUserpilot, Whatfix alternatives: Appcues, Pendo, Tango
GLM 4.7 FlashXUserGuiding alternatives: Jimo, Product Fruits, Whatfix
MiniMax M2.5Chameleon alternatives: Appcues, Product Fruits, Userpilot, Whatfix
Muse Glimmer 30BProduktly, Spekit alternatives: Pendo, Product Fruits, Supered, Userpilot, WalkMe, Whatfix

Neither was named

10 of 14 modelsThe answer made no first choice from these two in this category.
Claude Haiku 4.5Whatfix alternatives: Pendo, UserGuiding, Userlane, Userpilot
GPT-5.4 miniPendo alternatives: WalkMe, Whatfix
Perplexity SonarUserpilot alternatives: Pendo
Grok 4.20Whatfix alternatives: Pendo, Userpilot
Mistral SmallWalkMe, Whatfix alternatives: Chameleon, Userlane
DeepSeek V4 FlashUserpilot alternatives: Appcues, Chameleon, Whatfix
Llama 4 MaverickUserpilot alternatives: Custify, Skalin
Qwen 3.7 FlashWhatfix alternatives: Appcues, Pendo, Workset
Kimi K2Userpilot alternatives: Appcues, Userlane, Whatfix
GPT-6 LunaUserpilot alternatives: Pendo, Whatfix

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

The same question asked on behalf of a different buyer. Each standing is computed within its segment and they are never added together. The figures above are the mid-market standing, which is the one the category orders by.
Small business
Product Fruits leads by thirteen points.
Product Fruits15%#2 of 12
Tango2%#8 of 12
The full small business standing →
Mid-marketThe figures above
Level: the same share of first choices.
Product Fruits2%#7 of 11
Tango2%#8 of 11
The full mid-market standing →
Enterprise
Level: the same share of first choices.
Product Fruits0%#– of 11
Tango0%#– of 11
The full enterprise standing →

What the models said about Product Fruits

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.

“Lighter-weight tools such as Tango, UserGuiding, or Product Fruits for complex, highly customized workflows” GPT-6 Luna · negative prompt · soft negative
“Limited analytics/AI depth; less robust for mid-market scale” Grok 4.20 · direct prompt · soft negative
“Highly rated for user onboarding/retention; AI-powered, intuitive, affordable for mid-market; fewer complexity complaints.” Grok 4.20 · negative prompt · first choice
“Best overall: Product Fruits at $111/month – best balance of price, AI features, and no-code ease.” DeepSeek V4 Flash · budget prompt · first choice
“also worth a look if you want a budget-conscious onboarding tool with self-service features, though pricing varies” GPT-5.4 mini · budget prompt · alternative

What the models said about Tango

Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.

“Lighter-weight tools such as Tango, UserGuiding, or Product Fruits for complex, highly customized workflows | ... flag limits around features, customization, or reporting” GPT-6 Luna · negative prompt · soft negative
“Top Recommendation: Tango ... Start with Tango's free plan—it's the clear winner for limited budgets.” Grok 4.20 · budget prompt · first choice
“Choose Tango if your main need is documenting internal processes at the lowest possible cost.” Perplexity Sonar · budget prompt · alternative
“Tango if your main need is very fast, low-cost walkthrough/documentation creation” GPT-5.4 mini · budget prompt · alternative
Also compared

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.