One of twelve models named Foursquare first on the direct prompt; zero named Kontakt.io. Foursquare was named by nine of the twelve models and Kontakt.io by eleven and Foursquare carries 26 labels and Kontakt.io 27, so the shares are not directly comparable.
By Foursquare Labs, Inc., New York City, United States, founded 2009. Named in one category this edition.
Named in one category 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 retail, proximity and iot marketing page.
Across every category in the September 2026 Edition, Foursquare and Kontakt.io were named in the same answer thirty-seven times, of the 59 answers naming Foursquare and the 68 naming Kontakt.io. In those answers Kontakt.io took the first choice five times and Foursquare nine.
| 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. Four of five in this category shown.
“Caution: Likely overkill for mid-sized B2B teams” DeepSeek V4 Flash · paraphrase prompt · soft negative
“Prioritize platforms with strong privacy postures (e.g., SOC 2 compliance, no data resale, opt-out tools) like Foursquare or Kontakt.io.” Grok 4.1 Fast · negative prompt · first choice
“For most mid-market B2B companies: Radar or Foursquare - both offer excellent location intelligence” Mistral Small · direct prompt · first choice
“Foursquare is a highly recommended location-based and in-store marketing tool for mid-sized B2B companies” Llama 4 Maverick · paraphrase prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“Avoid: Enterprise tools like Kontakt.io” Grok 4.1 Fast · budget prompt · hard negative
“more of a managed, enterprise-leaning solution, so it's usually not the cheapest choice for a tight budget” GPT-5.4 mini · budget prompt · soft negative
“Kontakt.io (Best Overall) ... Highest overall score (9.6/10) across features, ease of use, and value” GLM 4.7 FlashX · comparative prompt · first choice
“Kontakt.io is considered the best overall platform for indoor location, with a score of 9.6/10.” Llama 4 Maverick · comparative prompt · first choice
“Best overall: Kontakt.io (enterprise) and Foursquare (no-hardware approach)” MiniMax M2.5 · comparative 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.