Happeo vs Simpplr
Seven of twelve models named Happeo first on the direct prompt; four named Simpplr. Happeo was named by eleven of the twelve models and Simpplr by twelve and Happeo carries 21 labels and Simpplr 36, so the shares are not directly comparable.
Named in two categories this edition.
Named in two 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 internal communications and intranet page.
By framing
HappeoFirst choices, of twelve modelsSimpplr
The direct prompt
Both were the first choice
1 of 12 modelsThe answer named them together, and the judge labeled each a first choice.Happeo first, Simpplr an alternative
6 of 12 modelsSimpplr was named in the answer but not as the choice, or not at all.Simpplr first, Happeo an alternative
3 of 12 modelsHappeo was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
2 of 12 modelsThe answer put something else first and named one of the two as an alternative.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
Simpplr24%#1 of 11Happeo0%#– of 11What the models said about Happeo
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“Happeo is less compelling outside Google Workspace environments” Claude Haiku 4.5 · negative prompt · soft negative
“Happeo - a best overall intranet platform for small and mid-sized companies, with fast setup, a search and knowledge layer” Llama 4 Maverick · direct prompt · first choice
“Happeo is the strongest default recommendation when your company already uses Google Workspace” Perplexity Sonar · direct prompt · first choice
“recommend platforms like Simpplr, Happeo, MangoApps, or Workvivo as strong fits” MiniMax M2.5 · scale prompt · first choice
What the models said about Simpplr
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“Some "cheap" enterprise platforms (Simpplr, Staffbase, Workvivo) have user minimums or $20k+/year price tags — avoid these” DeepSeek V4 Flash · budget prompt · hard negative
“some platforms (e.g., Simpplr) lock you into certain licensing (Salesforce) or restrict customization” DeepSeek V4 Flash · negative prompt · soft negative
“Simpplr - mentioned as having customization restrictions and reliance on Salesforce licensing.” Llama 4 Maverick · negative prompt · soft negative
“the search results consistently recommend platforms like Simpplr, Happeo, MangoApps, or Workvivo as strong fits” MiniMax M2.5 · scale prompt · first choice
“Simpplr and ThoughtFarmer are top choices due to their modern features, ease of use, and strong user reviews” Mistral Small · direct prompt · first choice
“Pick Simpplr if you want a more ready-to-use, AI-assisted intranet with less IT overhead.” Perplexity Sonar · comparative prompt · first choice
Comparisons are drawn for the top three products in each category. The output is the models' output; nothing here is a recommendation by the index.