| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| B2B credit management | Receivables and billing | 12% | 3 of 108 | 0% | 24 | accepted challenger | ▼−2Since September 2026: 14% → 12%, −2 points. Inside the 10-point floor: within noise. Read over the models both editions asked. |
| Chargeback management | Receivables and billing | 12% | 2 of 81 | 0% | 14 | accepted challenger | |
| B2B payment acceptance | Receivables and billing | 6% | 9 of 94 | 0% | 6 | under 10 labels · led by Versapay at 19% | ▲+5Since September 2026: 2% → 7%, +5 points. Inside the 10-point floor: within noise. Read over the models both editions asked. |
| Accounts receivable automation | Receivables and billing | 6% | 7 of 79 | 11% | 18 | accepted challenger | ▲+3Since September 2026: 4% → 7%, +3 points. Inside the 10-point floor: within noise. Read over the models both editions asked. |
| Cash application | Receivables and billing | 2% | 14 of 83 | 17% | 12 | accepted challenger | =heldSince September 2026: 2% → 2%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked. |
| Invoicing software | Receivables and billing | 0% | 45 of 71 | 0% | 1 | under 10 labels · led by Zoho Invoice at 24% | newNew since September 2026: not ranked then, 0% now. |
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Chargeback management | 0% | 10% | newNew since September 2026: not ranked then, 10% now. | New this edition | Rank 2 of 81, unchanged |
| B2B payment acceptance | 2% | 7% | ▲+5Since September 2026: 2% → 7%, +5 points. Inside the 10-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 11 → 9 of 94 |
| Accounts receivable auto | 4% | 7% | ▲+3Since September 2026: 4% → 7%, +3 points. Inside the 10-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 8 → 7 of 79 |
| B2B credit management | 14% | 12% | ▼−2Since September 2026: 14% → 12%, −2 points. Inside the 10-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 2 → 3 of 108 |
| Cash application | 2% | 2% | =heldSince September 2026: 2% → 2%, ±0 points. Inside the 10-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 11 → 14 of 83 |
| Invoicing software | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 45 of 71, 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 10 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 | 1 | 2 | 1 | 0 | 4 |
| GPT-5.4 mini | 1 | 4 | 0 | 0 | 5 |
| Gemini 3.5 Flash | 2 | 4 | 1 | 0 | 7 |
| Perplexity Sonar | 1 | 1 | 3 | 0 | 5 |
| Grok 4.1 Fast | 0 | 4 | 1 | 0 | 5 |
| Mistral Small | 4 | 2 | 1 | 0 | 7 |
| DeepSeek V4 Flash | 0 | 2 | 1 | 0 | 3 |
| Llama 4 Maverick | 1 | 1 | 0 | 0 | 2 |
| Qwen 3.7 Flash | 0 | 3 | 0 | 0 | 3 |
| Kimi K2 | 2 | 4 | 0 | 2 | 8 |
| GLM 4.7 FlashX | 3 | 3 | 1 | 2 | 9 |
| MiniMax M2.5 | 1 | 2 | 2 | 0 | 5 |
| GPT-6 Luna | 1 | 1 | 1 | 0 | 3 |
| Muse Glimmer 30B | 2 | 5 | 2 | 0 | 9 |
Verbatim evidence the judge attached to positive labels.
“If you want a full invoice-to-cash and credit management platform with strong automation and usability, choose Gaviti.” Mistral Small · B2B credit management · direct prompt · first choice
“Gaviti is a strong choice if you want a dedicated dispute tracking tool within a broader AR automation suite.” Mistral Small · Chargeback management · paraphrase prompt · first choice
“Upflow / Kolleno / Gaviti: Highly nimble, modern, and built specifically for scaling B2B mid-market companies.” Gemini 3.5 Flash · Cash application · scale prompt · first choice
“I recommend starting with Tesorio or Gaviti as they're specifically designed for your market segment” GLM 4.7 FlashX · B2B credit management · direct 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.
“Most vendors (including Quadient AR/YayPay, Billtrust, Gaviti, Sidetrade) publish no pricing at all” Kimi K2 · Accounts receivable auto · negative prompt · soft negative
“Limitations | Performance issues with large data volumes, limited report customization” Kimi K2 · Accounts receivable auto · comparative prompt · soft negative
“Manual dunning and unapplied cash can slow down cash flow” GLM 4.7 FlashX · Cash application · negative prompt · soft negative
“Not a low‑budget entry point” GLM 4.7 FlashX · Cash application · budget 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 136 of the 137 answers that named Gaviti and are not a share of its labels.
396 of the 429 domain citations in answers naming Gaviti 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 | 183 | 0 | 2026-06-24 | Cash application, Accounts receivable auto | |
| Glossary or explainer | 138 | 0 | 2024-11-20 | Cash application, Account reconciliation | |
| Comparison | 21 | 0 | 2026-04-29 | Cash flow forecasting, Accounts receivable auto | |
| Podcast or video | 18 | undated | Cash application | ||
| Case study | 8 | undated | |||
| Report or ebook | 4 | undated | |||
| Conference or event | 2 | undated | |||
| Template or tool | 2 | 0 | 2026-01-26 | ||
| Webinar or virtual event | 1 | undated |
Every page gaviti.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.
What Gaviti's own pages state, read September 28, 2026: gaviti.com, gaviti.com/pricing, gaviti.com/security, gaviti.com/product, gaviti.com/help/customers. 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 Gaviti'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 Gaviti, 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 Gaviti by email, built from the raw record of the edition. It shows:
Gaviti is among the products AI models recommend first in B2B credit management 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.
Gaviti is among the products AI models recommend first in Chargeback management 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.