| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Sales intelligence and contact data | Sales | 0% | 8 of 52 | 10% | 20 | accepted challenger | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Account-based marketing platforms | Marketing | 0% | 15 of 71 | 0% | 6 | under 10 labels · led by AdRoll ABM at 53% | ▼−2Since September 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Audience and consumer insights platforms | Marketing | 0% | 36 of 155 | 0% | 3 | under 10 labels · led by SparkToro at 19% | |
| Data enrichment | GTM data and infrastructure | 0% | 41 of 50 | 50% | 2 | under 10 labels · led by Apollo.io at 73% | newNew since September 2026: not ranked then, 0% now. |
| Market intelligence platforms | GTM data and infrastructure | 0% | 41 of 172 | 0% | 2 | under 10 labels · led by Apollo.io at 17% | |
| Competitive intelligence tools | Marketing | 0% | 42 of 86 | 0% | 1 | under 10 labels · led by Kompyte at 38% | |
| Value selling tools | Sales | 0% | 86 of 116 | 0% | 1 | under 10 labels · led by Minoa at 21% |
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| ABM | 2% | 0% | ▼−2Since September 2026: 2% → 0%, −2 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 11 → 15 of 71 |
| Sales intel | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 7 → 8 of 52 |
| Audience insights | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 36 of 155, unchanged |
| Enrichment | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 41 of 50, unchanged |
| Market intelligence | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 41 of 172, unchanged |
| Competitive intel | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 42 of 86, unchanged |
| Value selling | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 86 of 116, unchanged |
Shares here are read over the models both editions asked, so they can differ by a point or two from the standing above, which counts every model in this edition.
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 · The editions
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 2 | 0 | 2 |
| GPT-5.4 mini | 0 | 1 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 0 | 2 | 0 | 2 |
| Perplexity Sonar | 0 | 0 | 1 | 0 | 1 |
| Grok 4.20 | 0 | 2 | 1 | 0 | 3 |
| Mistral Small | 0 | 1 | 1 | 1 | 3 |
| DeepSeek V4 Flash | 0 | 3 | 0 | 1 | 4 |
| Llama 4 Maverick | 0 | 1 | 0 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 2 | 1 | 1 | 4 |
| Kimi K2 | 0 | 2 | 0 | 0 | 2 |
| GLM 4.7 FlashX | 0 | 3 | 0 | 0 | 3 |
| MiniMax M2.5 | 0 | 2 | 0 | 0 | 2 |
| GPT-6 Luna | 0 | 3 | 1 | 0 | 4 |
| Muse Glimmer 30B | 0 | 2 | 1 | 0 | 3 |
Verbatim evidence the judge attached to positive labels.
“Consider LinkedIn Sales Navigator as a complement... I wouldn't treat it as a like-for-like replacement for a contact database.” GPT-6 Luna · Sales intel · paraphrase prompt · alternative
“Best for relationship‑driven selling; no direct contact data but unmatched access to LinkedIn's professional network.” GLM 4.7 FlashX · Sales intel · comparative prompt · alternative
“Best for Relationship-Driven Selling ... Limitations: No verified business emails or phone numbers at any tier” DeepSeek V4 Flash · Market intelligence · paraphrase prompt · alternative
“LinkedIn Sales Navigator or 6sense/Demandbase when relationship mapping or predictive intent is the priority” Muse Glimmer 30B · Enrichment · comparative prompt · alternative
Verbatim evidence attached to negative labels. A warning on a product with few labels is a warning; on a product with many, it is one voice among them.
“Best as a complement, not a standalone ... Lacks verified phone numbers and comprehensive contact data on its own” DeepSeek V4 Flash · Sales intel · direct prompt · soft negative
“relying *solely* on LinkedIn data without a secondary verification tool (like NeverBounce) is a major risk” Qwen 3.7 Flash · Enrichment · negative prompt · soft negative
“good for relationship mapping, but weaker on direct contact data” Mistral Small · Sales intel · scale prompt · soft negative
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 102 of the 116 answers that named LinkedIn Sales Navigator and are not a share of its labels.
305 of the 305 domain citations in answers naming LinkedIn Sales Navigator came from somebody else's page.
Pages are listed as the models cited them.
Search figures are US estimates from DataForSEO, read September 28, 2026; AI search demand is its modeled, directional estimate, not a count of queries to any assistant. The answers are this edition's. Two measurements side by side: neither is read as the cause of the other.
An email the morning each edition publishes: where this product moved, where it held, and by how much against the noise floor. One address, confirmed by a click; a stop link in every email.
Already following? Everything you follow, with a stop for each.
Fetched September 14, 2026. These describe the company, not the product's standing, and a claimed page can dispute any of them. · Wikidata
Claiming is free and changes nothing in the data. A claimed page shows a verified contact who is told when each edition publishes and when LinkedIn Sales Navigator's standing changes by more than the noise floor; the right to propose corrections to the vendor table, meaning names the judge wrote that should or should not read as LinkedIn Sales Navigator, applied by version and listed in the change log; and a one-line description supplied by the vendor and marked as such.
A new claim receives the current edition's vendor brief for LinkedIn Sales Navigator by email, built from the raw record of the edition. It shows: