What AI assistants actually recommend when buyers ask about ai visibility monitoring tools — measured weekly across 5 engines, published as open data.
Updated 2026-08-31 · 40 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.
Sample: 40 AI answers · Window: Aug 3, 2026 – Aug 31, 2026 (4-week rolling) · trend vs prior 4 weeks (112 answers)
Samples by engine: GROK 8 (last run Aug 23, 2026) · GEMINI 8 (last run Aug 23, 2026) · CHATGPT 8 (last run Aug 23, 2026) · CLAUDE 8 (last run Aug 24, 2026) · PERPLEXITY 8 (last run Aug 23, 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 40 sampled AI answers from 5 engines, Otterly AI is recommended most often — appearing in 60% of recommendations, followed by Profound (50%) and Mention (50%).
This is a measurement of share of voice across 5 AI engines — not an editorial pick. See the full ranking below.
| # | Product | Share | Trend | Engines | |
|---|---|---|---|---|---|
| 1 | Otterly AI otterly.ai | 60% 95% CI 44.6–73.7% 24 mentions · avg pos 3.6 first pick 20.8% | — | GROK 37.5%GEMINI 62.5%CHATGPT 75%CLAUDE 75%PERPLEXITY 50% | Claim |
| 2 | Profound profound.com | 50% 95% CI 35.2–64.8% 20 mentions · avg pos 3.4 first pick 30% | — | GROK 50%GEMINI 25%CHATGPT 75%CLAUDE 50%PERPLEXITY 50% | Claim |
| 3 | Mention mention.com | 50% 95% CI 35.2–64.8% 20 mentions · avg pos 4.6 first pick 15% | — | GROK 62.5%GEMINI 62.5%CHATGPT 50%CLAUDE 62.5%PERPLEXITY 12.5% | Claim |
| 4 | Peec AI peec.ai | 47.5% 95% CI 32.9–62.5% 19 mentions · avg pos 3.8 first pick 10.5% | — | GROK 25%GEMINI 50%CHATGPT 62.5%CLAUDE 75%PERPLEXITY 25% | Claim |
| 5 | Ahrefs ahrefs.com | 37.5% 95% CI 24.2–53% 15 mentions · avg pos 5.2 first pick 20% | — | GROK 50%GEMINI 25%CHATGPT 37.5%CLAUDE 50%PERPLEXITY 25% | Claim |
| 6 | Scrunch scrunch.com | 32.5% 95% CI 20.1–48% 13 mentions · avg pos 5.7 first pick 0% | — | GROK 12.5%GEMINI 25%CHATGPT 62.5%CLAUDE 37.5%PERPLEXITY 25% | Claim |
| 7 | Semrush One semrush.com | 25% 95% CI 14.2–40.2% 10 mentions · avg pos 4.4 first pick 0% | — | GROK 37.5%CHATGPT 25%CLAUDE 37.5%PERPLEXITY 25% | Claim |
| 8 | SE Ranking seranking.com | 22.5% 95% CI 12.3–37.5% 9 mentions · avg pos 6.6 first pick 0% | — | GROK 50%GEMINI 12.5%CLAUDE 50% | Claim |
| 9 | Microsoft microsoft.com | 17.5% 95% CI 8.7–32% 7 mentions · avg pos 6.3 first pick 14.3% | — | GROK 12.5%GEMINI 37.5%CLAUDE 25%PERPLEXITY 12.5% | Claim |
| 10 | Frase frase.io | 12.5% 95% CI 5.5–26.1% 5 mentions · avg pos 6 first pick 0% | — | GROK 25%GEMINI 12.5%CLAUDE 12.5%PERPLEXITY 12.5% | Claim |
| 11 | LLM Pulse llmpulse.ai | 12.5% 95% CI 5.5–26.1% 5 mentions · avg pos 9.8 first pick 0% | — | GROK 25%GEMINI 25%CLAUDE 12.5% | Claim |
| 12 | Profound Agents tryprofound.com | 10% 95% CI 4–23.1% 4 mentions · avg pos 1.3 first pick 75% | — | GROK 12.5%CHATGPT 37.5% | Claim |
| 13 | Sight AI trysight.ai | 10% 95% CI 4–23.1% 4 mentions · avg pos 4.3 first pick 25% | — | GEMINI 12.5%CLAUDE 12.5%PERPLEXITY 25% | Claim |
| 14 | WorkDuo workduo.ai | 10% 95% CI 4–23.1% 4 mentions · avg pos 5.5 first pick 25% | — | GROK 12.5%GEMINI 12.5%CLAUDE 25% | Claim |
| 15 | Evertune evertune.ai | 10% 95% CI 4–23.1% 4 mentions · avg pos 7 first pick 0% | — | GROK 25%CHATGPT 12.5%CLAUDE 12.5% | Claim |
| 16 | Rank Prompt rankprompt.com | 10% 95% CI 4–23.1% 4 mentions · avg pos 7.3 first pick 25% | — | GROK 12.5%GEMINI 12.5%CLAUDE 12.5%PERPLEXITY 12.5% | Claim |
| 17 | ZipTie ziptie.dev | 10% 95% CI 4–23.1% 4 mentions · avg pos 7.3 first pick 50% | — | GROK 12.5%GEMINI 25%PERPLEXITY 12.5% | Claim |
| 18 | RankScale rankscale.com | 10% 95% CI 4–23.1% 4 mentions · avg pos 7.5 first pick 0% | — | GEMINI 12.5%CHATGPT 12.5%CLAUDE 12.5%PERPLEXITY 12.5% | Claim |
| 19 | Reputation | 10% 95% CI 4–23.1% 4 mentions · avg pos 8.5 first pick 0% | — | GROK 12.5%GEMINI 25%CLAUDE 12.5% | Claim |
| 20 | Amplitude amplitude.com | 7.5% 95% CI 2.6–19.9% 3 mentions · avg pos 4.5 first pick 0% | — | GROK 12.5%CLAUDE 25% | Claim |
| 21 | Indexly | 7.5% 95% CI 2.6–19.9% 3 mentions · avg pos 4.5 first pick 0% | — | CLAUDE 25%PERPLEXITY 12.5% | Claim |
| 22 | Elastic | 7.5% 95% CI 2.6–19.9% 3 mentions · avg pos 4.7 first pick 0% | — | GROK 12.5%GEMINI 12.5%CLAUDE 12.5% | Claim |
| 23 | MaxAEO maxaeo.ai | 7.5% 95% CI 2.6–19.9% 3 mentions · avg pos 5.3 first pick 0% | — | GEMINI 12.5%CLAUDE 25% | Claim |
| 24 | Keyword.com keyword.com | 7.5% 95% CI 2.6–19.9% 3 mentions · avg pos 5.7 first pick 0% | — | GROK 12.5%GEMINI 25% | Claim |
| 25 | Airops airops.com | 7.5% 95% CI 2.6–19.9% 3 mentions · avg pos 6 first pick 0% | — | GROK 25%CHATGPT 12.5% | Claim |
| 26 | AIclicks aiclicks.io | 7.5% 95% CI 2.6–19.9% 3 mentions · avg pos 7.7 first pick 0% | — | GROK 25%CLAUDE 12.5% | Claim |
| 27 | Coveo coveo.com | 7.5% 95% CI 2.6–19.9% 3 mentions · avg pos 8 first pick 0% | — | GROK 12.5%GEMINI 12.5%CLAUDE 12.5% | Claim |
| 28 | Meltwater meltwater.com | 7.5% 95% CI 2.6–19.9% 3 mentions · avg pos 8 first pick 0% | — | GEMINI 25%CLAUDE 12.5% | Claim |
| 29 | Beamtrace beamtrace.com | 7.5% 95% CI 2.6–19.9% 3 mentions · avg pos 8.7 first pick 0% | — | GEMINI 12.5%CLAUDE 25% | Claim |
| 30 | Goodie higoodie.com | 7.5% 95% CI 2.6–19.9% 3 mentions · avg pos 9.3 first pick 0% | — | GROK 12.5%CLAUDE 12.5%PERPLEXITY 12.5% | Claim |
| 31 | Conductor conductor.com | 7.5% 95% CI 2.6–19.9% 3 mentions · avg pos 11 first pick 0% | — | GROK 25%PERPLEXITY 12.5% | Claim |
| 32 | Nightwatch nightwatchapp.com | 7.5% 95% CI 2.6–19.9% 3 mentions · avg pos 12 first pick 0% | — | GROK 12.5%CLAUDE 12.5%PERPLEXITY 12.5% | Claim |
| 33 | Athena HQ athenahq.com | 7.5% 95% CI 2.6–19.9% 3 mentions first pick 0% | — | GROK 12.5%CLAUDE 12.5%PERPLEXITY 12.5% | Claim |
| 34 | Onyx onyx.app | 5% 95% CI 1.4–16.5% 2 mentions · avg pos 1 first pick 100% | — | GROK 12.5%GEMINI 12.5% | Claim |
| 35 | HubSpot CRM hubspot.com | 5% 95% CI 1.4–16.5% 2 mentions · avg pos 1.5 first pick 50% | — | GROK 12.5%CHATGPT 12.5% | Claim |
| 36 | Adobe business.adobe.com | 5% 95% CI 1.4–16.5% 2 mentions · avg pos 2 first pick 0% | — | GEMINI 12.5%CHATGPT 12.5% | Claim |
| 37 | Elasticsearch elastic.co | 5% 95% CI 1.4–16.5% 2 mentions · avg pos 2.5 first pick 0% | — | GROK 12.5%GEMINI 12.5% | Claim |
| 38 | Google Analytics analytics.google.com | 5% 95% CI 1.4–16.5% 2 mentions · avg pos 2.5 first pick 50% | — | GROK 12.5%GEMINI 12.5% | Claim |
| 39 | Meilisearch | 5% 95% CI 1.4–16.5% 2 mentions · avg pos 2.5 first pick 0% | — | GROK 12.5%GEMINI 12.5% | Claim |
| 40 | Semrush AI Toolkit | 5% 95% CI 1.4–16.5% 2 mentions · avg pos 3 first pick 50% | — | GROK 12.5%PERPLEXITY 12.5% | Claim |
| 41 | Brand24 brand24.com | 5% 95% CI 1.4–16.5% 2 mentions · avg pos 3.5 first pick 0% | — | GEMINI 12.5%PERPLEXITY 12.5% | Claim |
| 42 | Alhena AI alhena.ai | 5% 95% CI 1.4–16.5% 2 mentions · avg pos 4 first pick 0% | — | GEMINI 12.5%CLAUDE 12.5% | Claim |
| 43 | SimilarWeb similarweb.com | 5% 95% CI 1.4–16.5% 2 mentions · avg pos 4 first pick 0% | — | GROK 12.5%GEMINI 12.5% | Claim |
| 44 | Siftly siftly.ai | 5% 95% CI 1.4–16.5% 2 mentions · avg pos 4.5 first pick 0% | — | GROK 12.5%GEMINI 12.5% | Claim |
| 45 | Glean glean.com | 5% 95% CI 1.4–16.5% 2 mentions · avg pos 5 first pick 50% | — | GROK 12.5%CLAUDE 12.5% | Claim |
| 46 | Semrush AI Visibility Toolkit | 5% 95% CI 1.4–16.5% 2 mentions · avg pos 6 first pick 0% | — | GEMINI 12.5%CHATGPT 12.5% | Claim |
| 47 | Algolia algolia.com | 5% 95% CI 1.4–16.5% 2 mentions · avg pos 7 first pick 0% | — | GROK 12.5%GEMINI 12.5% | Claim |
| 48 | BrightEdge brightedge.com | 5% 95% CI 1.4–16.5% 2 mentions · avg pos 7 first pick 0% | — | GROK 12.5%PERPLEXITY 12.5% | Claim |
| 49 | Yext yext.com | 5% 95% CI 1.4–16.5% 2 mentions · avg pos 7 first pick 0% | — | GEMINI 25% | Claim |
| 50 | Dageno AI dageno.ai | 5% 95% CI 1.4–16.5% 2 mentions · avg pos 7.5 first pick 0% | — | GEMINI 12.5%CLAUDE 12.5% | Claim |
| 51 | GoSearch gosearch.ai | 5% 95% CI 1.4–16.5% 2 mentions · avg pos 7.5 first pick 0% | — | GROK 12.5%GEMINI 12.5% | Claim |
| 52 | Brandwatch brandwatch.com | 5% 95% CI 1.4–16.5% 2 mentions · avg pos 8 first pick 0% | — | GEMINI 25% | Claim |
| 53 | Sprinklr sprinklr.com | 5% 95% CI 1.4–16.5% 2 mentions · avg pos 8 first pick 0% | — | GEMINI 25% | Claim |
| 54 | Talkwalker talkwalker.com | 5% 95% CI 1.4–16.5% 2 mentions · avg pos 8 first pick 0% | — | GEMINI 25% | Claim |
| 55 | Astiva AI | 5% 95% CI 1.4–16.5% 2 mentions · avg pos 8.5 first pick 50% | — | GROK 12.5%GEMINI 12.5% | Claim |
| 56 | Kore.ai kore.ai | 5% 95% CI 1.4–16.5% 2 mentions · avg pos 8.5 first pick 0% | — | GROK 12.5%CLAUDE 12.5% | Claim |
| 57 | LLMrefs llmrefs.com | 5% 95% CI 1.4–16.5% 2 mentions · avg pos 9 first pick 0% | — | CLAUDE 12.5%PERPLEXITY 12.5% | Claim |
| 58 | TechRadar techradar.com | 5% 95% CI 1.4–16.5% 2 mentions · avg pos 9 first pick 0% | — | GROK 12.5%CHATGPT 12.5% | Claim |
| 59 | Lucidworks | 5% 95% CI 1.4–16.5% 2 mentions · avg pos 9.5 first pick 0% | — | GROK 12.5%CLAUDE 12.5% | Claim |
| 60 | Shopify shopify.com | 5% 95% CI 1.4–16.5% 2 mentions · avg pos 11 first pick 0% | — | GROK 12.5%GEMINI 12.5% | Claim |
| 61 | Bing Copilot | 2.5% 95% CI 0.4–12.9% 1 mentions · avg pos 1 first pick 100% | — | CLAUDE 12.5% | Claim |
| 62 | Google Search Console | 2.5% 95% CI 0.4–12.9% 1 mentions · avg pos 1 first pick 100% | — | GROK 12.5% | Claim |
| 63 | Quattr quattr.com | 2.5% 95% CI 0.4–12.9% 1 mentions · avg pos 1 first pick 100% | — | CLAUDE 12.5% | Claim |
| 64 | Yoast SEO yoast.com | 2.5% 95% CI 0.4–12.9% 1 mentions · avg pos 1 first pick 100% | — | GEMINI 12.5% | Claim |
| 65 | Zapier AI zapier.com | 2.5% 95% CI 0.4–12.9% 1 mentions · avg pos 1 first pick 100% | — | GROK 12.5% | Claim |
| 66 | GrowthOS | 2.5% 95% CI 0.4–12.9% 1 mentions · avg pos 2 first pick 0% | — | GEMINI 12.5% | Claim |
| 67 | Instaclustr instaclustr.com | 2.5% 95% CI 0.4–12.9% 1 mentions · avg pos 2 first pick 0% | — | GROK 12.5% | Claim |
| 68 | OpenForge | 2.5% 95% CI 0.4–12.9% 1 mentions · avg pos 2 first pick 0% | — | CLAUDE 12.5% | Claim |
| 69 | Searchable.com searchable.com | 2.5% 95% CI 0.4–12.9% 1 mentions · avg pos 2 first pick 0% | — | GROK 12.5% | Claim |
| 70 | Slite slite.com | 2.5% 95% CI 0.4–12.9% 1 mentions · avg pos 2 first pick 0% | — | GEMINI 12.5% | Claim |
| 71 | Vismore | 2.5% 95% CI 0.4–12.9% 1 mentions · avg pos 2 first pick 0% | — | GEMINI 12.5% | Claim |
| 72 | AI True Score aitruescore.com | 2.5% 95% CI 0.4–12.9% 1 mentions · avg pos 3 first pick 0% | — | PERPLEXITY 12.5% | Claim |
| 73 | Wix wix.com | 2.5% 95% CI 0.4–12.9% 1 mentions · avg pos 3 first pick 0% | — | GROK 12.5% | Claim |
| 74 | Birdeye birdeye.com | 2.5% 95% CI 0.4–12.9% 1 mentions · avg pos 4 first pick 0% | — | GEMINI 12.5% | Claim |
| 75 | Guzu AI | 2.5% 95% CI 0.4–12.9% 1 mentions · avg pos 4 first pick 0% | — | PERPLEXITY 12.5% | Claim |
| 76 | InMoment inmoment.com | 2.5% 95% CI 0.4–12.9% 1 mentions · avg pos 4 first pick 0% | — | GEMINI 12.5% | Claim |
| 77 | Linkeddit | 2.5% 95% CI 0.4–12.9% 1 mentions · avg pos 4 first pick 0% | — | GROK 12.5% | Claim |
| 78 | Qualtrics qualtrics.com | 2.5% 95% CI 0.4–12.9% 1 mentions · avg pos 4 first pick 0% | — | GEMINI 12.5% | Claim |
| 79 | Sprout Social sproutsocial.com | 2.5% 95% CI 0.4–12.9% 1 mentions · avg pos 4 first pick 0% | — | GEMINI 12.5% | Claim |
| 80 | Guru getguru.com | 2.5% 95% CI 0.4–12.9% 1 mentions · avg pos 5 first pick 0% | — | GEMINI 12.5% | Claim |
| 81 | SE Visible sevisible.com | 2.5% 95% CI 0.4–12.9% 1 mentions · avg pos 5 first pick 0% | — | CLAUDE 12.5% | Claim |
| 82 | Targetlytics targetlytics.com | 2.5% 95% CI 0.4–12.9% 1 mentions · avg pos 5 first pick 0% | — | CLAUDE 12.5% | Claim |
| 83 | Google Cloud Search | 2.5% 95% CI 0.4–12.9% 1 mentions · avg pos 6 first pick 0% | — | GROK 12.5% | Claim |
| 84 | Notion notion.so | 2.5% 95% CI 0.4–12.9% 1 mentions · avg pos 6 first pick 0% | — | GEMINI 12.5% | Claim |
| 85 | Mangools mangools.com | 2.5% 95% CI 0.4–12.9% 1 mentions · avg pos 7 first pick 0% | — | GROK 12.5% | Claim |
| 86 | Mangools AI Search Grader | 2.5% 95% CI 0.4–12.9% 1 mentions · avg pos 7 first pick 0% | — | GROK 12.5% | Claim |
| 87 | SpyFu spyfu.com | 2.5% 95% CI 0.4–12.9% 1 mentions · avg pos 7 first pick 0% | — | GROK 12.5% | Claim |
| 88 | Brandi mybrandi.ai | 2.5% 95% CI 0.4–12.9% 1 mentions · avg pos 8 first pick 0% | — | CLAUDE 12.5% | Claim |
| 89 | Promptwatch promptwatch.com | 2.5% 95% CI 0.4–12.9% 1 mentions · avg pos 8 first pick 0% | — | GEMINI 12.5% | Claim |
| 90 | Rankability rankability.com | 2.5% 95% CI 0.4–12.9% 1 mentions · avg pos 8 first pick 0% | — | GROK 12.5% | Claim |
| 91 | Microsoft Copilot + Graph Search | 2.5% 95% CI 0.4–12.9% 1 mentions · avg pos 9 first pick 0% | — | CLAUDE 12.5% | Claim |
| 92 | Am I On AI? | 2.5% 95% CI 0.4–12.9% 1 mentions · avg pos 10 first pick 0% | — | GEMINI 12.5% | Claim |
| 93 | Built In builtin.com | 2.5% 95% CI 0.4–12.9% 1 mentions · avg pos 10 first pick 0% | — | GROK 12.5% | Claim |
| 94 | LangChain langchain.com | 2.5% 95% CI 0.4–12.9% 1 mentions · avg pos 10 first pick 0% | — | GROK 12.5% | Claim |
| 95 | Moveworks | 2.5% 95% CI 0.4–12.9% 1 mentions · avg pos 10 first pick 0% | — | CLAUDE 12.5% | Claim |
| 96 | Trakkr | 2.5% 95% CI 0.4–12.9% 1 mentions · avg pos 10 first pick 0% | — | GEMINI 12.5% | Claim |
| 97 | Dust dust.tt | 2.5% 95% CI 0.4–12.9% 1 mentions · avg pos 11 first pick 0% | — | GROK 12.5% | Claim |
| 98 | Read AI read.ai | 2.5% 95% CI 0.4–12.9% 1 mentions · avg pos 11 first pick 0% | — | GEMINI 12.5% | Claim |
| 99 | Evertune AI | 2.5% 95% CI 0.4–12.9% 1 mentions · avg pos 12 first pick 0% | — | GROK 12.5% | Claim |
| 100 | Pinecone pinecone.io | 2.5% 95% CI 0.4–12.9% 1 mentions · avg pos 13 first pick 0% | — | GROK 12.5% | Claim |
Reading the numbers: Share is a point estimate on 40 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.
What AI recommends in adjacent categories — same method, fresh weekly.
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