| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Financial consolidation | Accounting and close | 13% | 4 of 102 | 0% | 15 | accepted challenger | ▼−8Since September 2026: 19% → 11%, −8 points. Inside the 10-point floor: within noise. Read over the models both editions asked. |
| FP&A platforms | Planning and analysis | 0% | 39 of 74 | 0% | 1 | under 10 labels · led by Planful at 20% | newNew since September 2026: not ranked then, 0% now. |
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Financial consolidation | 19% | 11% | ▼−8Since September 2026: 19% → 11%, −8 points. Inside the 10-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 2 → 4 of 102 |
| FP&A platforms | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 39 of 74, 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 | 1 | 0 | 0 | 2 |
| GPT-5.4 mini | 0 | 1 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 1 | 2 | 0 | 0 | 3 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.1 Fast | 0 | 1 | 1 | 0 | 2 |
| Mistral Small | 0 | 1 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 1 | 0 | 0 | 0 | 1 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 1 | 0 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 2 | 0 | 0 | 2 |
| MiniMax M2.5 | 1 | 0 | 0 | 0 | 1 |
| GPT-6 Luna | 1 | 0 | 0 | 0 | 1 |
| Muse Glimmer 30B | 1 | 0 | 0 | 0 | 1 |
Verbatim evidence the judge attached to positive labels.
“Joiin is the clear winner... Go with Joiin if you just want to get your consolidated P&L and Balance Sheet done quickly, accurately, and for the lowest price possible.” Gemini 3.5 Flash · Financial consolidation · budget prompt · first choice
“Joiin - Starting at $23/month, specifically designed for small businesses and advisors with multi-entity consolidation needs. Highly rated (4.7/5)” MiniMax M2.5 · Financial consolidation · budget prompt · first choice
“Start with Joiin. It is purpose-built for multi-entity consolidation at the lowest price point” Kimi K2 · Financial consolidation · budget prompt · first choice
“For most companies with a limited budget, [Joiin](https://www.joiin.co/) is the best choice.” DeepSeek V4 Flash · Financial consolidation · 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.
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 67 of the 67 answers that named Joiin and are not a share of its labels.
224 of the 249 domain citations in answers naming Joiin 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 | 195 | 20 | 2026-09-23 | Financial consolidation, Accounting software | |
| Webinar or virtual event | 38 | 2 | 2026-09-25 | ||
| News or press | 6 | 0 | 2024-11-05 | ||
| Case study | 4 | 0 | 2026-05-12 | ||
| Comparison | 2 | 0 | 2025-09-19 |
Every page joiin.co 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 Joiin's own pages state, read September 28, 2026: joiin.co, joiin.co/pricing, joiin.co/features/report-packs, joiin.co/case-studies, joiin.co/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 Joiin'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 Joiin, 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 Joiin by email, built from the raw record of the edition. It shows: