8 categories · RankedUpflow
Upflow is accounts receivable software for B2B finance teams, used to collect payments, match bank deposits to invoices, and track outstanding receivables · upflow.io ↗
Strongest at mid-market, contested with Zoho Books. Thin evidence at enterprise: five labels.
The standing depends on who is buying. Every model is asked the same questions for each company size.
Chaser is first at 20%.
Ranked first, contested: Zoho Books has 12%. 5 of 14 models made it the first choice when asked directly.
HighRadius is first at 72%.
Why models recommend it
“I'd start with Billtrust if you need end-to-end AR/invoice-to-cash automation, and Upflow if you mainly need collections workflow improvement”GPT-5.4 mini · Direct question · first choice
“Fast implementation (weeks, not months) with transparent mid-market tier pricing... emphasizes strong matching logic and clean exception handling”Gemini 3.5 Flash · Budget-constrained question · first choice
“Zero spend to test: Upflow Discover free forever gives AR health insights and a look at the Cash App Agent workflow with no commitment.”Muse Glimmer 30B · Budget-constrained question · first choice
“The cheapest AR automation is Upflow at $0/mo." ... "Zero budget / test first: Upflow free tier or Merclex free starter tier”Muse Glimmer 30B · Budget-constrained question · first choice
What gives them pause
“Upflow — Starter tier at ~$333/month; expensive for small budgets”DeepSeek V4 Flash · Budget-constrained question · warning
“Overhyped AI-focused tools without proof: Watch for vendors promising "98% auto-match" or full autonomy (e.g., some Upflow or Centime alternatives) but delivering partial results.”Grok 4.20 · Negative question · warning
Also on the shortlist
The products named in the same answers as Upflow, over the 220 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 96 | 25 | Compare → | |
| 93 | 21 | Compare → | |
| 93 | 10 | Compare → | |
| 85 | 17 | Compare → | |
| 54 | 3 | Compare → | |
| 50 | 0 | View → | |
| 46 | 4 | View → | |
| 44 | 11 | View → | |
| 43 | 4 | Compare → | |
| 41 | 6 | View → |
What the models named instead of Upflow →
A side-by-side page exists where both products are among a category's top eight.
At a glance
Stated on Upflow's own site, not checked by Gane.
- For
- B2B finance teams
- Price stated
- Plans by Invoiced Revenue, No Seat Fees
- Starting price
- 333.00
- Free plan or trial
- Full AR visibility, free forever.
- Certifications
- SOC 2, PCI DSS
- Customers named
- ActivTrak, Invicti, Flinks, Passport, Veryable, Lattice, productboard, Corkboard Concepts
How this is measured
Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.
Gane sells AI visibility software. No company can pay to change a result.
Read the method →Sources returned with these answers
Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 213 of the 220 answers that named Upflow and are not a share of its labels.
Domains cited
475 of the 572 domain citations in answers naming Upflow came from a third party's page.
Pages cited
Pages are listed as the models cited them.
By model
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 1 | 3 | 0 | 0 | 4 |
| GPT-5.4 mini | 3 | 4 | 0 | 0 | 7 |
| Gemini 3.5 Flash | 1 | 6 | 2 | 0 | 9 |
| Perplexity Sonar | 6 | 8 | 2 | 0 | 16 |
| Grok 4.20 | 0 | 4 | 2 | 1 | 7 |
| Mistral Small | 2 | 3 | 1 | 0 | 6 |
| DeepSeek V4 Flash | 1 | 7 | 2 | 1 | 11 |
| Llama 4 Maverick | 1 | 2 | 2 | 0 | 5 |
| Qwen 3.7 Flash | 4 | 2 | 0 | 0 | 6 |
| Kimi K2 | 3 | 3 | 0 | 0 | 6 |
| GLM 4.7 FlashX | 1 | 3 | 2 | 0 | 6 |
| MiniMax M2.5 | 3 | 1 | 0 | 0 | 4 |
| GPT-6 Luna | 1 | 3 | 0 | 0 | 4 |
| Muse Glimmer 30B | 5 | 4 | 2 | 0 | 11 |
What it publishes
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 183 | 15 | 2026-09-10 | Accounting software, Cash flow forecasting | |
| Case study | 67 | undated | |||
| Comparison | 12 | 1 | 2026-08-05 | ||
| News or press | 3 | 2 | 2026-08-27 | ||
| Template or tool | 2 | 0 | 2025-12-15 | ||
| Podcast or video | 2 | 0 | 2023-03-14 | ||
| Conference or event | 1 | undated |
Most recent
- 2026-09-10The cash collection glossary blog
- 2026-09-07From zero to collected blog
- 2026-08-27A new upflow for a new era of financial relationships news or press
- 2026-08-27A new upflow for a new era of financial relationships news or press
- 2026-08-06Saas finance the complete guide to managing cash in a subscription business blog
- 2026-08-05Crm vs frm comparison
How it is countedHide how it is counted
Every page upflow.io 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.