21% of first choices, contested.
The floor is 12 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 can't be told apart from repeat variation, and both are shown. Each index measures its own floor from its own repeat, over its own categories, so the floor differs from one index to the next. How the floor is measured
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%.
“Google stopped delivering Nearby Notifications, including Eddystone and Physical Web notifications, on December 6, 2018.” GPT-5.6 Sol, negative prompt
“FTC took aggressive action against companies like ... Mobilewalla for selling and sharing precise consumer location data without explicit consent” Gemini 3.1 Pro, negative prompt
“Be wary of any proximity/location vendor (this category has historically included firms like Kochava, X-Mode/Outlogic, InMarket, and similar location-data platforms)” Claude Opus 4.8, negative prompt
“If you do not have an in-house app development team to utilize their SDK, they are not the right fit for you.” Gemini 3.1 Pro, negative prompt
33 of 36 answers in this category came back with a source list, from 6 of 6 models: citations where the model returns them, or the search results it consulted. 533 links across 258 sites, every framing counted. Ranked by the number of answers carrying the site or page. None of the 36 answers across every segment cited this index's own page for the category.
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.
| 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 |
|---|---|---|---|---|---|---|---|
| GroundTruth groundtruth.com | 21% | 54 | 5,400 | 56 | 9,909 | 6 | |
| Uniqode uniqode.com | 21% | 24 | 3,600 | 13 | 79,223 | 31 | |
| Demandbase demandbase.com | 11% | 581 | 5,400 | 211 | 42,531 | 34 | |
| Propensity propensity.com | 11% | 9 | 40,500 | 1,015 | 4,134 | $1,093 | 24 |
| Radar radar.com | 5% | 115 | 673,000 | 59,526 | 11,371 | 29 | |
| Simpli.fi simpli.fi | 5% | 31 | 14,800 | 55 | 10,317 | $40 | 4 |
| StackAdapt stackadapt.com | 5% | 393 | 8,100 | 167 | 26,512 | $18,665 | 39 |
| AdRoll ABM adroll.com | 5% | 204 | 110 | 0 | 52,273 | 18 | |
| Captello captello.com | 5% | 113 | 720 | 3 | 783 | 17 | |
| MoEngage moengage.com | 5% | 103 | 1,600 | 54 | 13,669 | 6 |
Google's top ten for the two searches hold 12 sites; 3 of them are among the sites the models cited here (mobilozophy.com, purple.ai, thecmo.com). The first result for “best proximity marketing platform” is thecmo.com.
| Prompt | Model | Version string | Time (UTC) | Searched | Sources | Latency |
|---|---|---|---|---|---|---|
| Direct recommendation | Claude Opus 5 | claude-opus-5 | 2026-09-09 17:31 | yes | 24 | 64 s |
| Direct recommendation | Claude Opus 4.8 | claude-opus-4-8 | 2026-09-09 17:33 | yes | 24 | 45 s |
| Direct recommendation | GPT-6 Astra | gpt-6-astra | 2026-09-09 18:50 | yes | 5 | 32 s |
| Direct recommendation | GPT-5.6 Sol | gpt-5.6-sol | 2026-09-09 18:52 | yes | 5 | 38 s |
| Direct recommendation | Gemini 3.1 Pro | gemini-3.1-pro-preview | 2026-09-10 16:59 | yes | 21 | 42 s |
| Direct recommendation | Perplexity Sonar Pro | sonar-pro | 2026-09-09 17:33 | yes | 20 | 9 s |
| Paraphrase | Claude Opus 5 | claude-opus-5 | 2026-09-09 17:37 | yes | 13 | 39 s |
| Paraphrase | Claude Opus 4.8 | claude-opus-4-8 | 2026-09-09 17:38 | no | 0 | 19 s |
| Paraphrase | GPT-6 Astra | gpt-6-astra | 2026-09-09 18:53 | yes | 3 | 17 s |
| Paraphrase | GPT-5.6 Sol | gpt-5.6-sol | 2026-09-09 18:54 | yes | 3 | 28 s |
| Paraphrase | Gemini 3.1 Pro | gemini-3.1-pro-preview | 2026-09-10 17:00 | no | 0 | 21 s |
| Paraphrase | Perplexity Sonar Pro | sonar-pro | 2026-09-09 17:38 | yes | 20 | 4 s |
| Comparative | Claude Opus 5 | claude-opus-5 | 2026-09-09 17:41 | yes | 41 | 78 s |
| Comparative | Claude Opus 4.8 | claude-opus-4-8 | 2026-09-09 17:44 | yes | 33 | 54 s |
| Comparative | GPT-6 Astra | gpt-6-astra | 2026-09-09 18:57 | yes | 7 | 60 s |
| Comparative | GPT-5.6 Sol | gpt-5.6-sol | 2026-09-09 18:59 | yes | 6 | 51 s |
| Comparative | Gemini 3.1 Pro | gemini-3.1-pro-preview | 2026-09-10 17:02 | yes | 9 | 41 s |
| Comparative | Perplexity Sonar Pro | sonar-pro | 2026-09-09 17:45 | yes | 20 | 10 s |
| Budget constrained | Claude Opus 5 | claude-opus-5 | 2026-09-09 17:48 | yes | 44 | 59 s |
| Budget constrained | Claude Opus 4.8 | claude-opus-4-8 | 2026-09-09 17:50 | yes | 28 | 47 s |
| Budget constrained | GPT-6 Astra | gpt-6-astra | 2026-09-09 19:00 | yes | 5 | 26 s |
| Budget constrained | GPT-5.6 Sol | gpt-5.6-sol | 2026-09-09 19:01 | yes | 2 | 31 s |
| Budget constrained | Gemini 3.1 Pro | gemini-3.1-pro-preview | 2026-09-10 17:04 | yes | 5 | 33 s |
| Budget constrained | Perplexity Sonar Pro | sonar-pro | 2026-09-09 17:50 | yes | 20 | 4 s |
| Scale constrained | Claude Opus 5 | claude-opus-5 | 2026-09-09 17:53 | yes | 21 | 72 s |
| Scale constrained | Claude Opus 4.8 | claude-opus-4-8 | 2026-09-09 17:54 | no | 0 | 25 s |
| Scale constrained | GPT-6 Astra | gpt-6-astra | 2026-09-09 19:03 | yes | 6 | 40 s |
| Scale constrained | GPT-5.6 Sol | gpt-5.6-sol | 2026-09-09 19:05 | yes | 4 | 55 s |
| Scale constrained | Gemini 3.1 Pro | gemini-3.1-pro-preview | 2026-09-10 17:25 | yes | 2 | 105 s |
| Scale constrained | Perplexity Sonar Pro | sonar-pro | 2026-09-09 19:02 | yes | 20 | 7 s |
| Negative framing | Claude Opus 5 | claude-opus-5 | 2026-09-09 17:58 | yes | 37 | 73 s |
| Negative framing | Claude Opus 4.8 | claude-opus-4-8 | 2026-09-09 18:02 | yes | 37 | 73 s |
| Negative framing | GPT-6 Astra | gpt-6-astra | 2026-09-09 19:08 | yes | 5 | 37 s |
| Negative framing | GPT-5.6 Sol | gpt-5.6-sol | 2026-09-09 19:10 | yes | 9 | 67 s |
| Negative framing | Gemini 3.1 Pro | gemini-3.1-pro-preview | 2026-09-10 17:05 | yes | 14 | 43 s |
| Negative framing | Perplexity Sonar Pro | sonar-pro | 2026-09-09 19:06 | yes | 20 | 8 s |
Every judgment call made between the raw labels and the numbers above, listed so it is visible and reversible.
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