| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| Professional services automation | Receivables and billing | 4% | 6 of 99 | 4% | 25 | accepted challenger |
| Model | First choice | Alternative | Mention | Negative | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 3 | 0 | 1 | 4 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 0 | 1 |
| Perplexity Sonar | 0 | 1 | 1 | 0 | 2 |
| Grok 4.1 Fast | 0 | 3 | 1 | 0 | 4 |
| Mistral Small | 1 | 1 | 0 | 0 | 2 |
| DeepSeek V4 Flash | 0 | 3 | 0 | 0 | 3 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 1 | 0 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 1 | 0 | 0 | 1 |
| MiniMax M2.5 | 1 | 0 | 1 | 0 | 2 |
| GPT-6 Luna | 0 | 0 | 1 | 0 | 1 |
| Muse Glimmer 30B | 0 | 0 | 3 | 0 | 3 |
Verbatim evidence the judge attached to positive labels.
“I'd recommend starting with BigTime or Accelo” MiniMax M2.5 · PSA · paraphrase prompt · first choice
“BigTime and Accelo are top recommendations” Mistral Small · PSA · paraphrase prompt · first choice
“Best for: Small-to-midsize boutique services firms looking for a "quote-to-cash" automated workflow.” Gemini 3.5 Flash · PSA · comparative prompt · alternative
“Best For: Agile service firms and agencies looking to streamline client communication and billing.” Qwen 3.7 Flash · PSA · direct 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.
“Some users report slow onboarding, poor support, and billing issues” Claude Haiku 4.5 · PSA · 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 63 of the 63 answers that named Accelo and are not a share of its labels.
288 of the 318 domain citations in answers naming Accelo came from somebody else's page.
Pages are listed as the models cited them.
Search figures are US estimates from DataForSEO, read October 5, 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 | 2025-11 to 2026-10 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 469 | 44 | 2026-10-02 | PSA, Accounting software | |
| Report or ebook | 398 | 2 | 2026-08-14 | PSA | |
| Glossary or explainer | 138 | 0 | 2025-01-16 | PSA, Revenue recognition | |
| Podcast or video | 105 | 0 | 2021-03-17 | ||
| Case study | 94 | undated | |||
| Webinar or virtual event | 58 | 0 | 2024-12-04 | PSA | |
| Comparison | 29 | 1 | 2026-10-02 | ||
| Conference or event | 5 | 0 | 2026-03-05 | ||
| Template or tool | 2 | undated | PSA |
Every page accelo.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 October 5, 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 Accelo's own pages state, read October 5, 2026: accelo.com, accelo.com/company/security, accelo.com/solution/client-management, accelo.com/integrations. 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 Accelo'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 Accelo, 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 Accelo by email, built from the raw record of the edition. It shows: