| Category | Function | Share | Rank | Negative rate | Labels | Quadrant | Since September 2026 |
|---|---|---|---|---|---|---|---|
| HR compliance and policy management | Core HR and payroll | 0% | 32 of 97 | 0% | 4 | under 10 labels · led by Rippling at 19% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Employee giving and volunteering | Onboarding and employee experience | 0% | 27 of 70 | 0% | 3 | under 10 labels · led by Millie at 22% | |
| Benefits administration | Core HR and payroll | 0% | 35 of 67 | 0% | 2 | under 10 labels · led by Gusto at 20% | newNew since September 2026: not ranked then, 0% now. |
| PEO providers | Core HR and payroll | 0% | 18 of 53 | 0% | 2 | under 10 labels · led by Justworks at 24% | |
| Recruiting CRM and sourcing | Talent acquisition | 0% | 39 of 111 | 0% | 2 | under 10 labels · led by Gem at 15% | newNew since September 2026: not ranked then, 0% now. |
| Contingent workforce management | Workforce planning and analytics | 0% | 74 of 121 | 0% | 1 | under 10 labels · led by VectorVMS at 16% | newNew since September 2026: not ranked then, 0% now. |
| Employee onboarding | Onboarding and employee experience | 0% | 63 of 87 | 0% | 1 | under 10 labels · led by Rippling at 25% | newNew since September 2026: not ranked then, 0% now. |
| Flexible benefits and lifestyle spending accounts | Compensation and total rewards | 0% | 59 of 90 | 0% | 1 | under 10 labels · led by Compt at 40% | ▼−2Since September 2026: 2% → 0%, −2 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Mentoring software | Learning and development | 0% | 44 of 77 | 0% | 1 | under 10 labels · led by Together at 28% | newNew since September 2026: not ranked then, 0% now. |
| Pay equity | Compensation and total rewards | 0% | 56 of 73 | 0% | 1 | under 10 labels · led by Syndio at 12% | newNew since September 2026: not ranked then, 0% now. |
| Succession planning | Performance and talent management | 0% | 70 of 93 | 0% | 1 | under 10 labels · led by Lattice at 28% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. |
| Whistleblowing and investigations | Core HR and payroll | 0% | 65 of 107 | 0% | 1 | under 10 labels · led by FaceUp at 25% |
| Category | September 2026 | Now | Change | Reading | Rank |
|---|---|---|---|---|---|
| Flexible benefits | 2% | 0% | ▼−2Since September 2026: 2% → 0%, −2 points. Inside the 13-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 8 → 59 of 90 |
| HR compliance | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 57 → 32 of 97 |
| Giving & volunteering | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 27 of 70, unchanged |
| Benefits administration | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 35 of 67, unchanged |
| PEOs | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 18 of 53, unchanged |
| Recruiting CRM | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 39 of 111, unchanged |
| Contingent workforce man | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 74 of 121, unchanged |
| Employee onboarding | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 63 of 87, unchanged |
| Mentoring software | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 44 of 77, unchanged |
| Pay equity | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 56 of 73, unchanged |
| Succession planning | 0% | 0% | =heldSince September 2026: 0% → 0%, ±0 points. Inside the 13-point floor: within noise. Read over the models both editions asked. | Within noise | Rank 48 → 70 of 93 |
| Whistleblowing | 0% | 0% | newNew since September 2026: not ranked then, 0% now. | New this edition | Rank 65 of 107, 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 13 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 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.1 Fast | 0 | 1 | 2 | 0 | 3 |
| Mistral Small | 0 | 1 | 0 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 2 | 9 | 0 | 11 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 2 | 0 | 2 |
| MiniMax M2.5 | 0 | 1 | 1 | 0 | 2 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |
Verbatim evidence the judge attached to positive labels.
“Guideflow - provides outsourced HR, payroll, and benefits with a guided, support-led model, best for mid-market and growing businesses.” Llama 4 Maverick · PEOs · direct prompt · alternative
“Guideflow / Goodera | Volunteer-focused | Strong event scheduling, global tracking, and skills-matching” Qwen 3.7 Flash · Giving & volunteering · scale prompt · alternative
“Guideflow, which is best for mid-market and enterprise teams that want high participation rates” Llama 4 Maverick · Giving & volunteering · direct prompt · alternative
“Uncommon Giving or Guideflow would be the most budget-friendly options” MiniMax M2.5 · Giving & volunteering · budget 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.
Citations exist only for the models that return a source list, five of the fourteen in this edition, so these counts come from 52 of the 52 answers that named Guideflow and are not a share of its labels.
Seventy-three of the 125 domain citations in answers naming Guideflow 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 | 2,146 | 83 | 2026-09-25 | ||
| Template or tool | 139 | 23 | 2026-08-25 | ||
| Report or ebook | 38 | 18 | 2026-08-25 | ||
| Webinar or virtual event | 17 | 11 | 2026-08-31 | ||
| Case study | 14 | 1 | 2026-08-25 | ||
| Conference or event | 11 | 6 | 2026-08-25 | ||
| Comparison | 7 | 0 | 2026-06-16 | ||
| Glossary or explainer | 6 | 0 | 2026-06-16 | ||
| Podcast or video | 3 | 2 | 2026-08-25 | ||
| News or press | 1 | 1 | 2026-07-23 |
Every page guideflow.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 Guideflow's own pages state, read September 28, 2026: guideflow.com, guideflow.com/pricing, guideflow.com/features/ai, guideflow.com/customers, guideflow.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 Guideflow'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 Guideflow, 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 Guideflow by email, built from the raw record of the edition. It shows: