Kontakt.io vs PlotProjects
One of fourteen models named Kontakt.io first on the direct prompt; zero named PlotProjects. Kontakt.io was named by ten of the fourteen models and PlotProjects by six and Kontakt.io carries 16 labels and PlotProjects 10, so the shares are not directly comparable.
Named in one category this edition.
PlotProjects
accepted challengerNamed in one category 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 retail, proximity and iot marketing page.
By framing
Kontakt.ioFirst choices, of fourteen modelsPlotProjectsAcross every category in the October 2026 Edition, Kontakt.io and PlotProjects were named in the same answer ten times, of the 46 answers naming Kontakt.io and the 31 naming PlotProjects. In those answers PlotProjects took the first choice two times and Kontakt.io zero.
Every model, every framing
| Model | DirectPL | ParaphrasePL | ComparativePL | Budget-constrainedPL | Scale-constrainedPL | NegativePL |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | | PL | ||||
| Gemini 3.5 Flash | PL | | ||||
| Perplexity Sonar | PL | PL | ||||
| Grok 4.1 Fast | | |||||
| Mistral Small | | |||||
| DeepSeek V4 Flash | PL | PL | ||||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | | | ||||
| Kimi K2 | ||||||
| GLM 4.7 FlashX | | | ||||
| MiniMax M2.5 | ||||||
| GPT-6 Luna | ||||||
| Muse Glimmer 30B | | | | |
Kontakt.ioPL PlotProjects first choice named as an alternative argued againstblank: not namedEach cell is one answer, Kontakt.io on the left and PlotProjects on the right.The direct prompt
Kontakt.io first, PlotProjects not the choice
1 of 14 modelsPlotProjects was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
1 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
12 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
Kontakt.io0%#7 of 10Kontakt.io7%#3 of 11Kontakt.io4%#4 of 6What the models said about Kontakt.io
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“"Complete Scam": Some reviewers explicitly label the vendor as a scam and report terrible customer service.” Qwen 3.7 Flash · negative prompt · hard negative
“can make them a poor fit if you want a simple plug-and-play marketing tool” Perplexity Sonar · negative prompt · soft negative
“Kontakt.io is the go-to for multi-location teams that want beacon-driven triggers with controlled deployment operations” Muse Glimmer 30B · scale prompt · first choice
“Kontakt.io is the most frequently recommended mid-market beacon platform for operational scale and API extensibility.” Muse Glimmer 30B · direct prompt · first choice
“Recommendation: Kontakt.io This is the industry leader for Proximity Marketing.” Qwen 3.7 Flash · paraphrase prompt · first choice
What the models said about PlotProjects
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“can make them a poor fit if you want a simple plug-and-play marketing tool” Perplexity Sonar · negative prompt · soft negative
“I'd start with PlotProjects if you need actual proximity marketing, because it's surfaced as a strong small-business geofencing option” GPT-5.4 mini · budget prompt · first choice
“PlotProjects — Strong beacon-triggered campaigns and indoor venue layouts if you have physical venues.” DeepSeek V4 Flash · scale prompt · alternative
“Choose PlotProjects, Estimote, or Purple if you need in-venue experiences tied to beacons” Perplexity Sonar · comparative prompt · alternative
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.