| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Sales intelligence and contact data | Sales | 4% | 3 of 52 | 13% | 52 | accepted challenger | ▲+5Since September 2026: 0% → 5%, +5 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Data enrichment | GTM data and infrastructure | 2% | 6 of 50 | 16% | 45 | accepted challenger | ▲+2Since September 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Account-based marketing platforms | Marketing | 2% | 8 of 71 | 0% | 4 | under 10 labels · led by AdRoll ABM at 53% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| B2B intent data providers | Sales | 2% | 10 of 60 | 8% | 12 | accepted challenger | =heldSince September 2026: 2% → 2%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. |
| Market intelligence platforms | GTM data and infrastructure | 0% | 107 of 172 | 0% | 1 | under 10 labels · led by Apollo.io at 17% |
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Sales intel | 0% | 5% | ▲+5Since September 2026: 0% → 5%, +5 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 5 → 3 of 52 |
| Enrichment | 0% | 2% | ▲+2Since September 2026: 0% → 2%, +2 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 11 → 6 of 50 |
| Intent data | 2% | 2% | =heldSince September 2026: 2% → 2%, ±0 points. Inside the 11-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 10 of 60, unchanged |
| ABM | 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 48 → 8 of 71 |
| Market intelligence | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 107 of 172, 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 | 2 | 3 | 2 | 2 | 9 |
| GPT-5.4 mini | 0 | 6 | 0 | 1 | 7 |
| Gemini 3.5 Flash | 0 | 3 | 9 | 2 | 14 |
| Perplexity Sonar | 0 | 4 | 2 | 0 | 6 |
| Grok 4.1 Fast | 2 | 5 | 6 | 1 | 14 |
| Mistral Small | 0 | 4 | 2 | 1 | 7 |
| DeepSeek V4 Flash | 0 | 7 | 2 | 0 | 9 |
| Llama 4 Maverick | 0 | 3 | 3 | 1 | 7 |
| Qwen 3.7 Flash | 0 | 4 | 4 | 1 | 9 |
| Kimi K2 | 1 | 4 | 1 | 0 | 6 |
| GLM 4.7 FlashX | 0 | 5 | 1 | 3 | 9 |
| MiniMax M2.5 | 0 | 4 | 0 | 0 | 4 |
| GPT-6 Luna | 0 | 1 | 2 | 2 | 5 |
| Muse Glimmer 30B | 1 | 2 | 4 | 1 | 8 |
Verbatim evidence the judge attached to positive labels.
“Start with Lusha free/ $37/mo for verified contacts + buying signals + enrichment.” Muse Glimmer 30B · ABM · budget prompt · first choice
“Safer bets from reviews: Tools like Lusha (98% email accuracy, free tier)” Grok 4.1 Fast · Enrichment · negative prompt · first choice
“For most SMB and mid-market teams, Lusha is the strongest overall pick” Claude Haiku 4.5 · Sales intel · paraphrase prompt · first choice
“Apollo.io or Lusha are the right entry points. Both offer free tiers” Claude Haiku 4.5 · Enrichment · budget prompt · first choice
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.
“Low email accuracy: Independent checks suggest only about 68% email return at roughly 82% accuracy, which is below industry standards.” Mistral Small · Enrichment · negative prompt · hard negative
“Tools that have faced regulatory actions (e.g., Lusha's Italy fine) should be avoided in sensitive jurisdictions.” GLM 4.7 FlashX · Enrichment · negative prompt · hard negative
“The credit model can feel like a trap... Users report accuracy has declined, particularly for phone numbers” Claude Haiku 4.5 · Sales intel · negative prompt · hard negative
“Some users report issues with outdated contact information and relatively high pricing for infrequent use.” Claude Haiku 4.5 · Enrichment · negative 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 322 of the 340 answers that named Lusha and are not a share of its labels.
909 of the 1,048 domain citations in answers naming Lusha 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.
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 576 | 10 | 2026-09-17 | ||
| Glossary or explainer | 142 | 0 | 2026-06-28 | ||
| Comparison | 45 | 1 | 2026-09-17 | ||
| Case study | 34 | 0 | 2026-03-31 | ||
| Webinar or virtual event | 26 | 0 | 2026-06-18 | ||
| Template or tool | 6 | 0 | 2026-03-29 | ||
| Report or ebook | 4 | undated | |||
| Conference or event | 2 | 0 | 2026-05-28 | ||
| Podcast or video | 1 | undated | |||
| News or press | 1 | 0 | 2023-06-27 |
Every page lusha.com exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.
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 · LinkedIn · Crunchbase
What Lusha's own pages state, read September 28, 2026: lusha.com, lusha.com/pricing, lusha.com/platform-overview, lusha.com/customers, lusha.com/partners. A claimed page can correct any of them.
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 Lusha'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 Lusha, 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 Lusha by email, built from the raw record of the edition. It shows:
Lusha is among the products AI models recommend first in Sales intelligence and contact data this edition. Each badge says so in the buyer's words, names the edition, and links to the standing. The next edition issues a new badge; this one stays true as a record of October 2026.
Badges read on light and dark pages. Alt text carries the claim, the category, the edition and the index, so it stays a citation where the image does not load.