What AI assistants actually recommend when buyers ask about performance review software — measured on a rolling 4-week window across 5 engines, published as open data.
Updated 2026-09-18 · 42 sampled answers · rolling 4-week window · methodology
Rankings are measured from sampled AI answers — never editorial, never paid. Orbator builds AI-visibility tooling; when Orbator itself appears in any category, it is measured by the same rules as everyone else.
Measured by Orbatormethodology owner Henrik Tellewindow ends Sep 18, 2026
Sample: 42 AI answers · Window: Aug 21, 2026 – Sep 18, 2026 (4-week rolling) · trend vs prior 4 weeks (46 answers)
Samples by engine: CLAUDE 14 (last run Aug 26, 2026) · GROK 7 (last run Aug 25, 2026) · GEMINI 7 (last run Aug 25, 2026) · CHATGPT 7 (last run Aug 25, 2026) · PERPLEXITY 7 (last run Aug 25, 2026 — stalest)
How these numbers are made: sampling design · prompt provenance · what counts as a mention · what we cannot see
On the record: This ranking is frozen as a dated snapshot every day. View this category's history to see what entered and left the ranking and when, or read what the engines actually said on a given day.
Across 42 sampled AI answers from 5 engines, Lattice is recommended most often — appearing in 59.5% of recommendations, followed by Leapsome (45.2%) and 15Five (42.9%).
This is a measurement of share of voice across 5 AI engines — not an editorial pick. See the full ranking below.
Orbator asked Claude, Grok, Gemini, ChatGPT and Perplexity buyer questions about performance review software and sampled 42 answers between Aug 21, 2026 and Sep 18, 2026. Recommendation share counts the answers that recommended or listed a product, so a passing mention or a warning adds nothing to it. A category publishes once it holds at least 20 independently sampled answers in the window. Read the full methodology or download this ranking as CSV.
| # | Product | Share | Trend | Engines | |
|---|---|---|---|---|---|
| 1 | lattice.com | 59.5% 95% CI 44.5–73% 25 mentions · avg pos 4.2 first pick 40% | — | GROK 85.7%GEMINI 14.3%CHATGPT 57.1%CLAUDE 71.4%PERPLEXITY 57.1% | Claim |
| 2 | leapsome.com | 45.2% 95% CI 31.2–60.1% 19 mentions · avg pos 5.7 first pick 0% | — | GROK 71.4%CHATGPT 57.1%CLAUDE 50%PERPLEXITY 42.9% | Claim |
| 3 | 15five.com | 42.9% 95% CI 29.1–57.8% 18 mentions · avg pos 6.2 first pick 11.1% | — | GROK 85.7%GEMINI 42.9%CHATGPT 57.1%CLAUDE 21.4%PERPLEXITY 28.6% | Claim |
| 4 | bamboohr.com | 33.3% 95% CI 21–48.4% 14 mentions · avg pos 7.9 first pick 0% | — | GROK 71.4%GEMINI 28.6%CLAUDE 28.6%PERPLEXITY 42.9% | Claim |
| 5 | performyard.com | 28.6% 95% CI 17.2–43.6% 12 mentions · avg pos 5.8 first pick 33.3% | — | GROK 57.1%GEMINI 28.6%CLAUDE 21.4%PERPLEXITY 42.9% | Claim |
| 6 | cultureamp.com | 28.6% 95% CI 17.2–43.6% 12 mentions · avg pos 8.7 first pick 0% | — | GROK 42.9%GEMINI 14.3%CHATGPT 57.1%CLAUDE 21.4%PERPLEXITY 14.3% | Claim |
| 7 | slack.com | 28.6% 95% CI 17.2–43.6% 12 mentions · avg pos 9.2 first pick 16.7% | — | GROK 71.4%GEMINI 28.6%CLAUDE 35.7% | Claim |
| 8 | small-improvements.com | 23.8% 95% CI 13.5–38.5% 10 mentions · avg pos 6.2 first pick 10% | — | GROK 28.6%GEMINI 42.9%CHATGPT 14.3%CLAUDE 21.4%PERPLEXITY 14.3% | Claim |
| 9 | thrivesparrow.com | 23.8% 95% CI 13.5–38.5% 10 mentions · avg pos 10.4 first pick 10% | — | GROK 57.1%GEMINI 28.6%CLAUDE 14.3%PERPLEXITY 28.6% | Claim |
| 10 | betterworks.com | 21.4% 95% CI 11.7–35.9% 9 mentions · avg pos 4.5 first pick 0% | — | GROK 28.6%CHATGPT 28.6%CLAUDE 35.7% | Claim |
| 11 | microsoft.com | 14.3% 95% CI 6.7–27.8% 6 mentions · avg pos 9 first pick 16.7% | — | GROK 14.3%GEMINI 28.6%CLAUDE 14.3%PERPLEXITY 14.3% | Claim |
| 12 | Profit.co | 14.3% 95% CI 6.7–27.8% 6 mentions · avg pos 10.2 first pick 16.7% | — | GROK 42.9%GEMINI 42.9% | Claim |
| 13 | Spidergap | 11.9% 95% CI 5.2–25% 5 mentions · avg pos 4.3 first pick 20% | — | GROK 14.3%GEMINI 14.3%CHATGPT 14.3%CLAUDE 7.1%PERPLEXITY 14.3% | Claim |
| 14 | effy.ai | 11.9% 95% CI 5.2–25% 5 mentions · avg pos 9.4 first pick 0% | — | GROK 42.9%CLAUDE 14.3% | Claim |
| 15 | trakstar.com | 9.5% 95% CI 3.8–22.1% 4 mentions · avg pos 5 first pick 0% | — | GEMINI 14.3%CLAUDE 21.4% | Claim |
| 16 | okrstool.com | 9.5% 95% CI 3.8–22.1% 4 mentions · avg pos 6 first pick 25% | — | GROK 28.6%GEMINI 14.3%CLAUDE 7.1% | Claim |
| 17 | workday.com | 9.5% 95% CI 3.8–22.1% 4 mentions · avg pos 12.5 first pick 0% | — | GROK 42.9%GEMINI 14.3% | Claim |
| 18 | Teamflect | 9.5% 95% CI 3.8–22.1% 4 mentions · avg pos 15.3 first pick 0% | — | GEMINI 28.6%CLAUDE 7.1%PERPLEXITY 14.3% | Claim |
| 19 | peoplebox.ai | 7.1% 95% CI 2.5–19% 3 mentions · avg pos 1 first pick 33.3% | — | CLAUDE 21.4% | Claim |
| 20 | sheets.google.com | 7.1% 95% CI 2.5–19% 3 mentions · avg pos 2.7 first pick 0% | — | GROK 14.3%CHATGPT 14.3%CLAUDE 7.1% | Claim |
| 21 | Vena | 7.1% 95% CI 2.5–19% 3 mentions · avg pos 3 first pick 66.7% | — | GROK 14.3%CLAUDE 14.3% | Claim |
| 22 | notion.so | 7.1% 95% CI 2.5–19% 3 mentions · avg pos 4 first pick 0% | — | GROK 14.3%CLAUDE 14.3% | Claim |
| 23 | workleap.com | 7.1% 95% CI 2.5–19% 3 mentions · avg pos 4 first pick 0% | — | CLAUDE 7.1%PERPLEXITY 28.6% | Claim |
| 24 | cube.dev | 7.1% 95% CI 2.5–19% 3 mentions · avg pos 4.7 first pick 0% | — | GROK 14.3%CLAUDE 14.3% | Claim |
| 25 | prophix.com | 7.1% 95% CI 2.5–19% 3 mentions · avg pos 7 first pick 0% | — | GROK 14.3%CLAUDE 14.3% | Claim |
| 26 | weekdone.com | 7.1% 95% CI 2.5–19% 3 mentions · avg pos 7 first pick 0% | — | GROK 14.3%GEMINI 14.3%CLAUDE 7.1% | Claim |
| 27 | Planful | 7.1% 95% CI 2.5–19% 3 mentions · avg pos 7.3 first pick 0% | — | GROK 14.3%CLAUDE 14.3% | Claim |
| 28 | jirav.com | 7.1% 95% CI 2.5–19% 3 mentions · avg pos 8 first pick 0% | — | GROK 14.3%CLAUDE 14.3% | Claim |
| 29 | rippling.com | 7.1% 95% CI 2.5–19% 3 mentions · avg pos 10.5 first pick 0% | — | GROK 42.9% | Claim |
| 30 | forbes.com | 7.1% 95% CI 2.5–19% 3 mentions · avg pos 11 first pick 0% | — | GROK 28.6%PERPLEXITY 14.3% | Claim |
| 31 | qualtrics.com | 7.1% 95% CI 2.5–19% 3 mentions · avg pos 14.3 first pick 0% | — | GROK 14.3%GEMINI 14.3%CHATGPT 14.3% | Claim |
| 32 | engagedly.com | 7.1% 95% CI 2.5–19% 3 mentions · avg pos 17 first pick 0% | — | GROK 28.6%GEMINI 14.3% | Claim |
| 33 | oracle.com | 4.8% 95% CI 1.3–15.8% 2 mentions · avg pos 2 first pick 0% | — | GROK 14.3%CLAUDE 7.1% | Claim |
| 34 | personio.com | 4.8% 95% CI 1.3–15.8% 2 mentions · avg pos 2.5 first pick 0% | — | GROK 14.3%PERPLEXITY 14.3% | Claim |
| 35 | hibob.com | 4.8% 95% CI 1.3–15.8% 2 mentions · avg pos 3.5 first pick 0% | — | GROK 14.3%GEMINI 14.3% | Claim |
| 36 | Ally | 4.8% 95% CI 1.3–15.8% 2 mentions · avg pos 4 first pick 0% | — | CLAUDE 14.3% | Claim |
| 37 | Google Doc | 4.8% 95% CI 1.3–15.8% 2 mentions · avg pos 4.5 first pick 0% | — | GROK 14.3%CLAUDE 7.1% | Claim |
| 38 | pigment.io | 4.8% 95% CI 1.3–15.8% 2 mentions · avg pos 10 first pick 0% | — | GROK 14.3%CLAUDE 7.1% | Claim |
| 39 | Peoplebox | 4.8% 95% CI 1.3–15.8% 2 mentions · avg pos 12 first pick 0% | — | GEMINI 14.3%CLAUDE 7.1% | Claim |
| 40 | jedox.com | 4.8% 95% CI 1.3–15.8% 2 mentions · avg pos 13 first pick 0% | — | GROK 14.3%CLAUDE 7.1% | Claim |
| 41 | Taito.ai | 4.8% 95% CI 1.3–15.8% 2 mentions · avg pos 13.5 first pick 0% | — | GROK 14.3%PERPLEXITY 14.3% | Claim |
| 42 | EvalFlow | 4.8% 95% CI 1.3–15.8% 2 mentions · avg pos 16.5 first pick 0% | — | GROK 14.3%GEMINI 14.3% | Claim |
| 43 | qualaroo.com | 4.8% 95% CI 1.3–15.8% 2 mentions · avg pos 22 first pick 0% | — | GEMINI 14.3%CLAUDE 7.1% | Claim |
| 44 | board.com | 2.4% 95% CI 0.4–12.3% 1 mentions · avg pos 2 first pick 0% | — | GEMINI 14.3% | Claim |
| 45 | Bob | 2.4% 95% CI 0.4–12.3% 1 mentions · avg pos 2 first pick 0% | — | GROK 14.3% | Claim |
| 46 | SAP BPC | 2.4% 95% CI 0.4–12.3% 1 mentions · avg pos 2 first pick 0% | — | CLAUDE 7.1% | Claim |
| 47 | tableau.com | 2.4% 95% CI 0.4–12.3% 1 mentions · avg pos 2 first pick 0% | — | CHATGPT 14.3% | Claim |
| 48 | workhuman.com | 2.4% 95% CI 0.4–12.3% 1 mentions · avg pos 2 first pick 0% | — | GROK 14.3% | Claim |
| 49 | SAP SuccessFactors | 2.4% 95% CI 0.4–12.3% 1 mentions · avg pos 3 first pick 0% | — | GROK 14.3% | Claim |
| 50 | successfactors.com | 2.4% 95% CI 0.4–12.3% 1 mentions · avg pos 3 first pick 0% | — | GROK 14.3% | Claim |
| 51 | wifitalents.com | 2.4% 95% CI 0.4–12.3% 1 mentions · avg pos 3 first pick 0% | — | GROK 14.3% | Claim |
| 52 | anaplan.com | 2.4% 95% CI 0.4–12.3% 1 mentions · avg pos 4 first pick 0% | — | CLAUDE 7.1% | Claim |
| 53 | notion.com | 2.4% 95% CI 0.4–12.3% 1 mentions · avg pos 4 first pick 0% | — | GROK 14.3% | Claim |
| 54 | tability.com | 2.4% 95% CI 0.4–12.3% 1 mentions · avg pos 4 first pick 0% | — | GROK 14.3% | Claim |
| 55 | ally.io | 2.4% 95% CI 0.4–12.3% 1 mentions · avg pos 5 first pick 0% | — | CLAUDE 7.1% | Claim |
| 56 | drivetrain.ai | 2.4% 95% CI 0.4–12.3% 1 mentions · avg pos 5 first pick 0% | — | CLAUDE 7.1% | Claim |
| 57 | firsthr.app | 2.4% 95% CI 0.4–12.3% 1 mentions · avg pos 5 first pick 0% | — | GROK 14.3% | Claim |
| 58 | sprad.io | 2.4% 95% CI 0.4–12.3% 1 mentions · avg pos 5 first pick 0% | — | CHATGPT 14.3% | Claim |
| 59 | EchoSpan | 2.4% 95% CI 0.4–12.3% 1 mentions · avg pos 6 first pick 0% | — | GEMINI 14.3% | Claim |
| 60 | OneStream | 2.4% 95% CI 0.4–12.3% 1 mentions · avg pos 6 first pick 0% | — | CLAUDE 7.1% | Claim |
| 61 | business.adobe.com | 2.4% 95% CI 0.4–12.3% 1 mentions · avg pos 7 first pick 0% | — | CLAUDE 7.1% | Claim |
| 62 | reviewsnap.com | 2.4% 95% CI 0.4–12.3% 1 mentions · avg pos 7 first pick 0% | — | GEMINI 14.3% | Claim |
| 63 | venasolutions.com | 2.4% 95% CI 0.4–12.3% 1 mentions · avg pos 7 first pick 0% | — | GROK 14.3% | Claim |
| 64 | datarails.com | 2.4% 95% CI 0.4–12.3% 1 mentions · avg pos 8 first pick 0% | — | GROK 14.3% | Claim |
| 65 | peoplegoal.com | 2.4% 95% CI 0.4–12.3% 1 mentions · avg pos 9 first pick 0% | — | GROK 14.3% | Claim |
| 66 | briohr.com | 2.4% 95% CI 0.4–12.3% 1 mentions · avg pos 10 first pick 0% | — | GEMINI 14.3% | Claim |
| 67 | clickup.com | 2.4% 95% CI 0.4–12.3% 1 mentions · avg pos 11 first pick 0% | — | CLAUDE 7.1% | Claim |
| 68 | Workday Adaptive Planning | 2.4% 95% CI 0.4–12.3% 1 mentions · avg pos 14 first pick 0% | — | GROK 14.3% | Claim |
| 69 | okrinstitute.org | 2.4% 95% CI 0.4–12.3% 1 mentions · avg pos 16 first pick 0% | — | GROK 14.3% | Claim |
| 70 | zoho.com | 2.4% 95% CI 0.4–12.3% 1 mentions · avg pos 20 first pick 0% | — | GEMINI 14.3% | Claim |
| 71 | guideflow.com | 2.4% 95% CI 0.4–12.3% 1 mentions · avg pos 25 first pick 0% | — | GROK 14.3% | Claim |
| 72 | PerfCopilot | 2.4% 95% CI 0.4–12.3% 1 mentions · avg pos 26 first pick 0% | — | GEMINI 14.3% | Claim |
| 73 | SimplePerf | 2.4% 95% CI 0.4–12.3% 1 mentions · avg pos 26 first pick 0% | — | GEMINI 14.3% | Claim |
| 74 | PerformSpark | 2.4% 95% CI 0.4–12.3% 1 mentions · avg pos 28 first pick 0% | — | GROK 14.3% | Claim |
| 75 | lightidea.org | 2.4% 95% CI 0.4–12.3% 1 mentions first pick 0% | — | GEMINI 14.3% | Claim |
| 76 | mesh.ai | 2.4% 95% CI 0.4–12.3% 1 mentions first pick 0% | — | CLAUDE 7.1% | Claim |
| 77 | Oracle EPM Cloud | 2.4% 95% CI 0.4–12.3% 1 mentions first pick 0% | — | GEMINI 14.3% | Claim |
| 78 | SAP EPM | 2.4% 95% CI 0.4–12.3% 1 mentions first pick 0% | — | GEMINI 14.3% | Claim |
Reading the numbers: Share is a point estimate on 42 sampled answers, so each row also shows its 95% CI — the Wilson score interval around that share. When two products' intervals overlap, the gap between them isn't statistically meaningful at this sample size. First pick is the share of a product's recommending answers where it was named first, which separates “always mentioned” from “usually the top recommendation”. Full methodology.
Independence: Orbator customers are badged for disclosure. Customer status does not affect prompts, sampling, extraction, or ranking — see the methodology. Your product on this list? Claim it to see the prompts behind your rank and track it weekly.
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Head-to-head pages for products ranked in Performance review software. Each one sets out sourced facts side by side, plus which product AI assistants recommend more, engine by engine.
Every number on this page is measured from sampled answers, and those answers are kept. The archive holds dated excerpts of what each engine answered, never full answers. Read the answer archive for performance review software to see the excerpts by date and engine, or view the ranking history to see what entered and left this ranking and when.
Across 42 sampled AI answers from 5 engines (Aug 21, 2026 to Sep 18, 2026), Lattice is recommended most often for performance review software, appearing in 59.5% of recommendations, followed by Leapsome (45.2%). This is a measurement of what AI assistants recommend, not an editorial verdict.
ChatGPT recommends Lattice most often for performance review software. It appears as a recommendation in 57.1% of ChatGPT's sampled answers in this window (Aug 21, 2026 to Sep 18, 2026). Other engines answer differently. The per-engine breakdown in the ranking shows each one.
Orbator samples AI answers to buyer questions across 5 engines and counts how often each product is recommended. No product pays for placement. The performance review software ranking is based on 42 answers in the current 4-week window (Aug 21, 2026 to Sep 18, 2026). Full methodology is published at https://www.orbator.io/ai-index/methodology.
Verified facts for the most-recommended products — each sourced and dated. No editorial scoring, just the data side by side.
| BambooHRbamboohr.com | Microsoftmicrosoft.com | Notion AInotion.com | |
|---|---|---|---|
| Pricing | Core: $10 a month ↗ sourceverified Sep 5, 2026 | — | Plus: $10 a month (free tier available) ↗ sourceverified Sep 5, 2026 |
| Features | Custom Report Builder ↗ sourceverified Sep 5, 2026 | Online meetings ↗ sourceverified Sep 5, 2026 | Public API ↗ sourceverified Sep 5, 2026 |
| Platforms | — | XBOX console ↗ sourceverified Sep 5, 2026 | Desktop ↗ sourceverified Sep 5, 2026 |
| Integrations | Mercer ↗ sourceverified Sep 5, 2026 | — | Salesforce ↗ sourceverified Sep 5, 2026 |
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