Retail, proximity and IoT marketing for small business buyers
Asked as “proximity marketing platform”, and as “location-based and in-store marketing tool”, on behalf of a small B2B company. 57 first choices recorded across the direct, paraphrase, budget and scale prompts, fourteen models each.
Standing · first-choice share
11%
Contested · GroundTruth 9%
11Radar09GroundTruth07Foursquare Proximity74others
11% of first choices, contested.
Since September 2026↗new leaderNew leader since September 2026: Radar (12%) replaces Google Business Profile (12% then, 2% now), 10 points clear, inside the 11-point floor.Radar leads at 12%, replacing Google Business Profile, which led at 12% and stands at 2% now: 10 points clear, inside the floor, so the swap reads as unsettled.
By buyer segment
The same question asked on behalf of a different buyer. Each standing is computed within its segment; they sit side by side and are never added together.
Small business
Radar11%Contested↗new leaderNew leader since September 2026: Radar (12%) replaces Google Business Profile (12% then, 2% now), 10 points clear, inside the 11-point floor.This pageMid-market
Foursquare Proximity15%Contested▼−3Since September 2026: 19% → 16%, −3 points. Inside the 11-point floor: within noise. Read over the models both editions asked.Standing →EnterpriseRadar18%Contested▼−4Since September 2026: 24% → 20%, −4 points. Inside the 11-point floor: within noise. Read over the models both editions asked.Standing →
Radar11%Contested↗new leaderNew leader since September 2026: Radar (12%) replaces Google Business Profile (12% then, 2% now), 10 points clear, inside the 11-point floor.This pageMid-marketFoursquare Proximity15%Contested▼−3Since September 2026: 19% → 16%, −3 points. Inside the 11-point floor: within noise. Read over the models both editions asked.Standing →EnterpriseRadar18%Contested▼−4Since September 2026: 24% → 20%, −4 points. Inside the 11-point floor: within noise. Read over the models both editions asked.Standing →The standing
Share is the count of first choices across the direct, paraphrase, budget and scale prompts, over all fourteen models, for a small B2B company. Ordered by share.
ProductFirst-choice shareNegative rateLabelsQuadrantSince September 2026
01Radar11%6%33accepted challenger▲+10Since September 2026: 2% → 12%, +10 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 12%
Radar11%6%33accepted challenger▲+10Since September 2026: 2% → 12%, +10 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 12%02
GroundTruth9%0%14accepted challenger▲+4Since September 2026: 2% → 6%, +4 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 6%
GroundTruth9%0%14accepted challenger▲+4Since September 2026: 2% → 6%, +4 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 6%03Foursquare Proximity7%16%19accepted challenger▲+6Since September 2026: 2% → 8%, +6 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 8%
Foursquare Proximity7%16%19accepted challenger▲+6Since September 2026: 2% → 8%, +6 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 8%04
Estimote5%29%17criticized challenger▼−1Since September 2026: 5% → 4%, −1 point. Inside the 11-point floor: within noise. Read over the models both editions asked.5% → 4%
Estimote5%29%17criticized challenger▼−1Since September 2026: 5% → 4%, −1 point. Inside the 11-point floor: within noise. Read over the models both editions asked.5% → 4%05
CleverTap2%21%19accepted challenger=heldSince September 2026: 2% → 2%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 2%
CleverTap2%21%19accepted challenger=heldSince September 2026: 2% → 2%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 2%Show the five products at 0%, ordered by negative rate
10
Braze0%47%19criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%
Braze0%47%19criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%08
Airship0%42%12criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%
Airship0%42%12criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%09
Gimbal0%38%13criticized challenger▼−2Since September 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 0%
Gimbal0%38%13criticized challenger▼−2Since September 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked.2% → 0%07
Kontakt.io0%27%15criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%
Kontakt.io0%27%15criticized challenger=heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked.0% → 0%06PlotProjects0%17%12accepted challenger▼−10Since September 2026: 10% → 0%, −10 points. Inside the 11-point floor: within noise. Read over the models both editions asked.10% → 0%
The floor is 11 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one is noise, and both are shown. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. How the floor is measured
Bars are the share of first choices, 0 to 100Every product with at least 10 labels here. Every product name links to its product page.
Head to head
All twenty-eight head-to-head pages: the top eight products, each against each
Foursquare Proximity vs BrazeFoursquare Proximity vs InMarketFoursquare Proximity vs GroundTruthFoursquare Proximity vs PlotProjectsRadar vs Kontakt.ioRadar vs GimbalRadar vs BrazeRadar vs InMarketRadar vs GroundTruthRadar vs PlotProjectsKontakt.io vs GimbalKontakt.io vs BrazeKontakt.io vs InMarketKontakt.io vs GroundTruthKontakt.io vs PlotProjectsGimbal vs BrazeGimbal vs InMarketGimbal vs GroundTruthGimbal vs PlotProjectsBraze vs InMarketBraze vs GroundTruthBraze vs PlotProjectsInMarket vs GroundTruthInMarket vs PlotProjectsGroundTruth vs PlotProjects
Recommended versus criticized
Every product with at least 10 labels here, on both axes. The 30% line names a quadrant, not the verdict above: that one needs more than 40%.
Criticized challengerCriticized default
Negative label rate →
0102030405P06
07080910Accepted challengerEndorsed leader
0%First-choice share → · lines at 30% share and 25% negative30%
Key
01Radar11%
Radar11%02GroundTruth9%
GroundTruth9%03Foursquare Proximity7%
Foursquare Proximity7%04Estimote5%
Estimote5%05CleverTap2%
CleverTap2%06PlotProjects0%
07Kontakt.io0%
Kontakt.io0%08Airship0%
Airship0%09Gimbal0%
Gimbal0%10Braze0%
Braze0%What they warned about
One of fourteen models held their first choice under the paraphrase. Claude Haiku 4.5, GPT-5.4 mini, Gemini 3.5 Flash, Perplexity Sonar, Grok 4.1 Fast, Mistral Small, DeepSeek V4 Flash, Qwen 3.7 Flash, Kimi K2, GLM 4.7 FlashX, MiniMax M2.5, GPT-6 Luna and Muse Glimmer 30B changed. A high negative share on a product with few labels is a warning. A low share on a product with many labels is salience, not sentiment.
Braze47%
9 of 19 labels negative · 6 of 14 models · 1 hard negative
“Avoid committing to beacon hardware rollouts, enterprise omnichannel suites like Braze/CleverTap/Airship/Xtremepush for a single location” Muse Glimmer 30B, negative prompt
Gimbal38%
5 of 13 labels negative · 4 of 14 models · 2 hard negative
“Shuttered or Dying Beacon Giants (e.g., Swirl, Gimbal, Estimote's retail line) **Avoid entirely**” DeepSeek V4 Flash, negative prompt
Airship42%
5 of 12 labels negative · 4 of 14 models · 1 hard negative
“Avoid committing to ... enterprise omnichannel suites like Braze/CleverTap/Airship/Xtremepush for a single location” Muse Glimmer 30B, negative prompt
Estimote29%
5 of 17 labels negative · 3 of 14 models · 3 hard negative
“Require physical hardware in a store; B2B clients won't install beacons at their offices” DeepSeek V4 Flash, paraphrase prompt
What they cite
Citations exist only for the models that return a source list: fourteen of the fourteen in this edition, and all six flagship models on the expanded tier.
Sites the answers cite
77 of 84 answers in this category came back with a source list, from 14 of 14 models: citations where the model returns them, or the search results it consulted. 1110 links across 306 sites, every framing counted. Ranked by the number of answers carrying the site or page. 21 of the 252 answers across every segment cited this index's own page for the category; the method page measures whether that reading tilts an answer.
53 answers · 78 citations · 13 models
49 answers · 85 citations · 13 models
40 answers · 56 citations · 10 models
29 answers · 49 citations · 10 models
vendor site · SourceForge25 answers · 49 citations · 10 models
25 answers · 35 citations · 10 models
24 answers · 39 citations · 10 models
vendor site · Clicks Geek23 answers · 32 citations · 10 models
22 answers · 29 citations · 7 models
vendor site · Guideflow17 answers · 20 citations · 7 models
vendor site · CleverTap16 answers · 16 citations · 9 models
15 answers · 15 citations · 9 models
Pages the answers cite
The ten pages named in the most answers, by full address. A page here is one the models returned with a recommendation, not one the index endorses.
52 answers · 13 models
38 answers · 11 models
31 answers · 10 models
23 answers · 10 models
22 answers · 10 models
21 answers · 10 models
20 answers · 9 models
15 answers · 9 models
15 answers · 9 models
14 answers · 10 models
Search against answers
Each company's standing in the answers beside its site's footprint in Google search, one row a site: the products the models named on it with their shares, and the share they add up to; monthly searches on Google, and DataForSEO's estimate of AI search demand (modeled from search signals, directional, not a count of queries to any assistant), for the most-searched of the company's and its products' names (the name is in each row's hover text); estimated monthly organic visits to the site; and its best position in Google's top ten for “best proximity marketing platform”, “proximity marketing platform”. US estimates from DataForSEO and Google's Ads Transparency Center. A small company's site, or a mid-sized company's site for its flagship, is marked company; a product on a large parent's site (Google, Microsoft) has no site figures. A column with no figures for this category is left out, and an empty cell means none were seen, not none exist. Two measurements side by side: neither is read as the cause of the other.
| Company and products | Share | Own site cited | Name searches, Google | AI search demand, est. | Organic visits | Paid search a month, est. | Google ads, last 30 days |
|---|---|---|---|---|---|---|---|
| Radar radar.com | 11% | 101 | 673,000 | 59,526 | 11,371 | 29 | |
| GroundTruth groundtruth.com | 9% | 39 | 5,400 | 56 | 9,909 | 6 | |
| Foursquare Proximity foursquare.com | 7% | 73 | 0 | 1,147,419 | |||
| Uniqode uniqode.com | 5% | 21 | 3,600 | 13 | 79,223 | 31 | |
| Geofli geofli.com | 5% | 10 | |||||
| PassKit passkit.com | 5% | 10 | |||||
| Estimote estimote.com | 5% | 40 | 720 | 18 | 807 | $97 | |
| Proximity Hero proximityhero.com | 4% | 3 | |||||
| Google parent site Google Business Profile 2%, Google Ads 2% | 4% | 167 | 550,000 | 1,719 | |||
| CleverTap clevertap.com | 2% | 186 | 1,000 | 24 | 20,153 | $12,750 | 20 |
Google's top ten for the two searches hold 12 sites; 1 of them are among the sites the models cited here (thecmo.com). The first result for “best proximity marketing platform” is thecmo.com.
How they answered
Six framings of the same buying question, each sent to every model in a fresh session with search on. One row per model, so a row shows whether it held its answer under rewording, what it named when cost was the constraint, and what it argued against. Computed from the raw judge labels.ShowHide
How they answered
Six framings of the same buying question, each sent to every model in a fresh session with search on. One row per model, so a row shows whether it held its answer under rewording, what it named when cost was the constraint, and what it argued against. Computed from the raw judge labels.
ShowHideModelDirect“What is the best proximity marketing platform for a small B2B company?”Paraphrase“Which location-based and in-store marketing tool would you recommend to a small business that sells to other businesses?”Comparative“What are the top proximity marketing platforms for a small team and how do they differ?”Budget-constrained“What is the best proximity marketing platform for a small company with a tight budget?”Scale-constrained“We are a 30 person company evaluating a proximity marketing platform. What should we look at?”Negative“Which proximity marketing platforms should a small business avoid or be cautious about?”
Claude Haiku 4.5CleverTap, Foursquare Proximityno first choiceChangedCleverTap, KumulosGroundTruthno first choicenothing named
Four alternatives
Braze, CARTO, Insider, MapstedFour alternatives
CleverTap, Netmera, Paige, SendPulseGPT-5.4 miniFoursquare ProximityShopify POSChangedRadaragainst: Firebase, OneSignalPluspointagainst: Vibesno first choicenothing named
Two alternatives
Insider, PaigeOne alternative
Simpli.fi Addressable GeofencingFive alternatives
Airship, Canvas Flow, Flame Analytics, Flybuy, PushwooshOne alternative
EstimoteGemini 3.5 FlashPropellant MediaGroundTruth, RaydiantChangedUniqodeagainst: Bluedot, Gimbal, Infillion, Simpli.fiBeamboxagainst: Simpli.fiRadar, Uniqodeagainst: Braze, Salesforce Marketing Cloudagainst: Asirvia, Estimote, Gimbal, Nowsite, Royaltie Gem
Five alternatives
Beambox, Choozify, Propensity, Radar, UniqodeFour alternatives
Beambox, GroundTruth, Radar.io, SpotipoFour alternatives
CaptiFi, GroundTruth, Radar, UniqodeSix alternatives
Airship, Aislelabs, CleverTap, PassKit, PlotProjects, PurplePerplexity SonarGeofliagainst: InMarketHubSpot Marketing HubChangedAislelabs, RadarPassKitno first choiceagainst: Airship, Foursquare Proximity, InMarket, Kontakt.io, PlotProjects, Radar, Reveal Mobile, Wiilio
Two alternatives
Foursquare Proximity, RadarTwo alternatives
Geofli, GimbalFive alternatives
Beambox, Foursquare Proximity, Geofli, PlotProjects, Presence EngageThree alternatives
Google Ads, Nextdoor Ads, RadarGrok 4.1 FastRadaragainst: BrazeInZynkChangedRadaragainst: Braze, CleverTapRadaragainst: Bluedot, Simpli.fino first choiceagainst: Airship, Beacons.ai, Braze, Paige, Radar, ReachLocal, Yext, Yodle
Four alternatives
Airship, CleverTap, Gimbal, PlotProjectsThree alternatives
Gimbal, Kontakt.io, RadarFour alternatives
Flame Analytics, Flybuy, Gimbal, PlotProjectsFour alternatives
CleverTap, Qujam, Reveal Mobile, WoosmapMistral SmallFoursquare Proximity, PassKitno first choiceChangedno first choiceBrightLocal, Google Business Profileno first choicenothing named
Two alternatives
Estimote, PromoInCloudOne alternative
Proxi.cloudDeepSeek V4 FlashEstimoteagainst: BluedotGeofliChangedagainst: Adentro, BlueCats, BrightLocal, Estimote, Placer.ai, SOCi, UberallUniqodeagainst: CleverTapRadarFoursquare Proximity, PassKit, Radaragainst: Brazeagainst: Estimote, Gimbal, Swirl
Three alternatives
Beacon Factory, Kumulos, WoosmapThree alternatives
Google Business Profile, Google Maps, RadarTwo alternatives
GroundTruth, RadarTwo alternatives
Purple WiFi, UniqodeLlama 4 Maverickno first choiceno first choiceHeldno first choiceNiceJobno first choiceagainst: Friender, Yubo
Qwen 3.7 FlashGoogle Ads, Simpli.fiagainst: Estimote, GimbalLinkedIn Local Targeting, QuickTapSurveyChangedFoursquare Ads, NearMe by PlacedCustomerTurnagainst: Estimote, RadBeaconno first choiceagainst: Kontakt.io, VMware Brighthouse
Two alternatives
Adwave, Wi-Fi Login PagesOne alternative
GoCaptureThree alternatives
Estimote, Kontakt.io, PassKitFour alternatives
Facebook Ads Manager, Google Business Profile, Kontakt.io, Social Media Ad PlatformsKimi K2Proximity Hero, UniqodeGeofliChangedagainst: Foursquare Proximity, Simpli.fi, The Trade DeskPlotProjectsagainst: GimbalUniqodeno first choiceagainst: Beacons.ai, iBeacon
Two alternatives
CleverTap, RadarOne alternative
GroundTruthThree alternatives
Estimote, Kontakt.io, RadarTwo alternatives
NearBee, NearStGLM 4.7 FlashXProximity Hero, Whats-out! Proximity PlatformAisle411ChangedAislelabs, Bloom Intelligenceagainst: Flame AnalyticsFacebook Local Ads, Google My Businessagainst: Airship, Braze, Xtremepushno first choiceagainst: Beacons, SingleInterface
Four alternatives
Aislelabs, Braze, CleverTap, RadarEight alternatives
Adentro, GroundTruth, IndoorAtlas, Mapsted, MetaLocator, Radar, Situm, StorepointFour alternatives
Braze, Estimote, Proxi.cloud, RadarTwo alternatives
CleverTap, Proximity HeroMiniMax M2.5Estimote, RadarGroundTruthChangedPlotProjects, Radaragainst: BrazeSpotOn WiFi, Zenreachagainst: Beaconinside, PlotProjectsno first choicenothing named
Two alternatives
Braze, Kontakt.ioTwo alternatives
Airship, GeofliTwo alternatives
Flybuy, Kontakt.ioTwo alternatives
Facebook, Meta AdsGPT-6 LunaGroundTruth, LinkedIn Ads' Company Targetingagainst: PropensityGroundTruthChangedGroundTruthWhats-OUTno first choiceagainst: Android Nearby Notifications, Gravy Analytics / Venntel, InMarket, Mobilewalla, Outlogic
Three alternatives
Foursquare Proximity, Pushcard, RadarOne alternative
Google AdsMuse Glimmer 30BEstimoteMetaLocator, Store Locator Plus, StorepointChangedRadaragainst: Airship, Braze, CleverTap, XtremepushWoosmapagainst: Kontakt.iono first choiceagainst: Airship, Braze, CleverTap, Foursquare Proximity, Kontakt.io, Wilio, Xtremepush
Four alternatives
Foursquare Proximity, Geofli, InMarket, RadarTwo alternatives
Bullseye, Xtreme LocatorThree alternatives
Beaconinside, Estimote, PlotProjectsThree alternatives
Foursquare Proximity, Moz Local, SynupBold is the first choiceAlternatives are counted; the count opens them.What the answer argued against
The record
One row per call: the version string exactly as returned, whether the model searched, sources cited, and latency. Full answer text is in the free responses file. Download the record
Eighty-four rows: every prompt, every model, every answer.
| Prompt | Model | Version string | Time (UTC) | Searched | Sources | Latency |
|---|---|---|---|---|---|---|
| Direct recommendation | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 09:00 | yes | 9 | 8 s |
| Direct recommendation | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 08:53 | yes | 3 | 4 s |
| Direct recommendation | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 08:13 | yes | 19 | 28 s |
| Direct recommendation | Perplexity Sonar | sonar | 2026-10-01 13:32 | yes | 17 | 4 s |
| Direct recommendation | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 12:03 | yes | 16 | 7 s |
| Direct recommendation | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 11:50 | yes | 14 | 6 s |
| Direct recommendation | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 08:05 | yes | 21 | 30 s |
| Direct recommendation | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 13:32 | yes | 5 | 1 s |
| Direct recommendation | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 09:38 | yes | 14 | 61 s |
| Direct recommendation | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 12:54 | yes | 23 | 27 s |
| Direct recommendation | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 10:08 | yes | 23 | 23 s |
| Direct recommendation | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 13:48 | yes | 19 | 46 s |
| Direct recommendation | GPT-6 Luna | gpt-6-luna | 2026-10-01 09:24 | yes | 3 | 14 s |
| Direct recommendation | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 12:12 | yes | 23 | 36 s |
| Paraphrase | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 10:40 | no | 0 | 4 s |
| Paraphrase | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 11:46 | yes | 4 | 5 s |
| Paraphrase | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 08:55 | yes | 13 | 23 s |
| Paraphrase | Perplexity Sonar | sonar | 2026-10-01 12:17 | yes | 16 | 3 s |
| Paraphrase | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 09:14 | yes | 24 | 7 s |
| Paraphrase | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 09:05 | no | 0 | 2 s |
| Paraphrase | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 10:36 | yes | 24 | 29 s |
| Paraphrase | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 13:06 | yes | 5 | 2 s |
| Paraphrase | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 11:17 | yes | 15 | 134 s |
| Paraphrase | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 12:30 | yes | 18 | 28 s |
| Paraphrase | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 13:06 | yes | 14 | 88 s |
| Paraphrase | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 12:48 | yes | 8 | 58 s |
| Paraphrase | GPT-6 Luna | gpt-6-luna | 2026-10-01 14:13 | yes | 1 | 14 s |
| Paraphrase | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 09:37 | yes | 22 | 31 s |
| Comparative | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 08:36 | yes | 16 | 9 s |
| Comparative | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 09:17 | yes | 4 | 8 s |
| Comparative | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 10:58 | yes | 14 | 28 s |
| Comparative | Perplexity Sonar | sonar | 2026-10-01 11:18 | yes | 15 | 6 s |
| Comparative | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 12:14 | yes | 20 | 12 s |
| Comparative | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 13:30 | yes | 13 | 11 s |
| Comparative | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 13:59 | yes | 20 | 51 s |
| Comparative | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 11:14 | yes | 5 | 1 s |
| Comparative | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 12:11 | yes | 5 | 18 s |
| Comparative | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 10:51 | yes | 24 | 29 s |
| Comparative | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 09:43 | yes | 19 | 28 s |
| Comparative | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 08:28 | yes | 16 | 21 s |
| Comparative | GPT-6 Luna | gpt-6-luna | 2026-10-01 08:59 | yes | 4 | 24 s |
| Comparative | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 10:59 | yes | 23 | 35 s |
| Budget constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 12:34 | yes | 9 | 7 s |
| Budget constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 12:34 | yes | 4 | 5 s |
| Budget constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 13:53 | yes | 16 | 23 s |
| Budget constrained | Perplexity Sonar | sonar | 2026-10-01 08:01 | yes | 16 | 4 s |
| Budget constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 13:19 | yes | 22 | 11 s |
| Budget constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 11:21 | yes | 17 | 9 s |
| Budget constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 11:19 | yes | 24 | 32 s |
| Budget constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 10:59 | yes | 5 | 1 s |
| Budget constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 09:06 | yes | 7 | 33 s |
| Budget constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 11:02 | yes | 19 | 20 s |
| Budget constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 07:47 | yes | 22 | 29 s |
| Budget constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 12:29 | yes | 19 | 22 s |
| Budget constrained | GPT-6 Luna | gpt-6-luna | 2026-10-01 12:23 | yes | 3 | 17 s |
| Budget constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 10:20 | yes | 23 | 24 s |
| Scale constrained | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 10:48 | no | 0 | 6 s |
| Scale constrained | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 13:58 | no | 0 | 8 s |
| Scale constrained | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 09:21 | yes | 9 | 24 s |
| Scale constrained | Perplexity Sonar | sonar | 2026-10-01 12:16 | yes | 15 | 5 s |
| Scale constrained | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 12:09 | yes | 14 | 8 s |
| Scale constrained | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 11:05 | no | 0 | 5 s |
| Scale constrained | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 10:38 | yes | 22 | 37 s |
| Scale constrained | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 08:54 | yes | 5 | 3 s |
| Scale constrained | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 10:38 | no | 0 | 32 s |
| Scale constrained | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 13:14 | yes | 18 | 26 s |
| Scale constrained | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 11:43 | yes | 13 | 47 s |
| Scale constrained | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 13:53 | no | 0 | 68 s |
| Scale constrained | GPT-6 Luna | gpt-6-luna | 2026-10-01 08:03 | yes | 2 | 16 s |
| Scale constrained | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 08:53 | yes | 12 | 30 s |
| Negative framing | Claude Haiku 4.5 | claude-haiku-4-5-20251001 | 2026-10-01 08:03 | yes | 19 | 9 s |
| Negative framing | GPT-5.4 mini | gpt-5.4-mini-2026-03-17 | 2026-10-01 07:49 | yes | 5 | 5 s |
| Negative framing | Gemini 3.5 Flash | gemini-3.5-flash | 2026-10-01 08:09 | yes | 22 | 31 s |
| Negative framing | Perplexity Sonar | sonar | 2026-10-01 12:38 | yes | 13 | 5 s |
| Negative framing | Grok 4.1 Fast | spacexai/grok-4.1-fast-non-reasoning via vertex | 2026-10-01 10:31 | yes | 24 | 8 s |
| Negative framing | Mistral Small | mistral/mistral-small via mistral | 2026-10-01 10:40 | yes | 5 | 11 s |
| Negative framing | DeepSeek V4 Flash | deepseek/deepseek-v4-flash via deepinfra | 2026-10-01 09:32 | yes | 21 | 38 s |
| Negative framing | Llama 4 Maverick | meta/llama-4-maverick via bedrock | 2026-10-01 07:41 | yes | 5 | 1 s |
| Negative framing | Qwen 3.7 Flash | alibaba/qwen3.7-flash via alibaba | 2026-10-01 13:01 | yes | 25 | 77 s |
| Negative framing | Kimi K2 | moonshotai/kimi-k2 via novita | 2026-10-01 14:13 | yes | 24 | 23 s |
| Negative framing | GLM 4.7 FlashX | zai/glm-4.7-flashx via zai | 2026-10-01 07:41 | yes | 17 | 13 s |
| Negative framing | MiniMax M2.5 | minimax/minimax-m2.5 via minimax | 2026-10-01 09:57 | yes | 24 | 27 s |
| Negative framing | GPT-6 Luna | gpt-6-luna | 2026-10-01 08:25 | yes | 2 | 23 s |
| Negative framing | Muse Glimmer 30B | meta/muse-glimmer-30b via togetherai | 2026-10-01 11:06 | yes | 17 | 33 s |
Normalization in this category
Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.
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Category-scoped readings
Foursquare read as Foursquare Proximity
Google Ads location targeting read as Google Ads
Unresolved, counted raw
1-Stop Media Gem
Ariadne
Aruba Meridian (HPE)
Beacon Factory (by Skyne Technologies)
Beacons
Canvas Flow
CaptiFi
Car Proximity
Choozify
CustomerTurn
Facebook Local Ads
FindMyStore
Gazella
GoCapture
Google Local campaigns
Google My Business
Google and Meta Geotargeted Ads
LinkedIn Ads' Company Targeting
LinkedIn Local Targeting
Local Beacons Boston
Locus.app
MomentFeed
NearMe by Placed
NearSt
Nowsite
Pluspoint
Proximity Marketing Deals
Pushcard
RadBeacon
Radar.io
Royaltie Gem
Sensormatic
Simpli.fi Addressable Geofencing
Situm
Social Media Ad Platforms (Meta, Snapchat, TikTok)
SpotOn WiFi
Store Locator Plus
TurnKey Stores
VMware Brighthouse
Verve Group
Whats-out! Proximity Platform
Wi-Fi Login Pages (Native Solution)
Wiilio
Xtreme Locator
Yelp WiFi
Zenreach
iBeacon
Discontinued, still offered
No shut-down product was recommended here.