What AI assistants actually recommend when buyers ask about design feedback tools for creative teams — measured weekly across 4 engines, published as open data.
Sample: 48 AI answers · Window: Jun 2, 2026 – Jun 30, 2026 (4-week rolling)
Across 48 sampled AI answers from 4 engines, Figma is recommended most often — appearing in 75% of recommendations, followed by BugHerd (52.1%) and Miro (47.9%).
This is a measurement of share of voice across 4 AI engines — not an editorial pick. See the full ranking below.
| # | Product | Share | Trend | Engines | |
|---|---|---|---|---|---|
| 1 | Figma figma.com | 75% 36 mentions · avg pos 5.4 | — | GEMINI 75%CHATGPT 87.5%CLAUDE 75%PERPLEXITY 62.5% | Claim |
| 2 | BugHerd bugherd.com | 52.1% 25 mentions · avg pos 5.5 | — | GEMINI 75%CHATGPT 12.5%CLAUDE 100%PERPLEXITY 56.3% | Claim |
| 3 | Miro miro.com | 47.9% 23 mentions · avg pos 6.6 | — | GEMINI 37.5%CHATGPT 75%CLAUDE 50%PERPLEXITY 25% | Claim |
| 4 | InVision invisionapp.com | 41.7% 20 mentions · avg pos 4.2 | — | GEMINI 50%CHATGPT 75%PERPLEXITY 25% | Claim |
| 5 | Markup.io markup.io | 37.5% 18 mentions · avg pos 3.3 | — | GEMINI 75%CHATGPT 18.8%CLAUDE 37.5%PERPLEXITY 37.5% | Claim |
| 6 | Filestage filestage.io | 35.4% 17 mentions · avg pos 3.3 | — | GEMINI 62.5%CLAUDE 75%PERPLEXITY 37.5% | Claim |
| 7 | GoVisually | 25% 12 mentions · avg pos 5.3 | — | GEMINI 75%CLAUDE 37.5%PERPLEXITY 18.8% | Claim |
| 8 | Ziflow ziflow.com | 22.9% 11 mentions · avg pos 2.4 | — | GEMINI 37.5%CHATGPT 6.3%CLAUDE 37.5%PERPLEXITY 25% | Claim |
| 9 | Adobe Acrobat Sign adobe.com | 20.8% 10 mentions · avg pos 8.1 | — | GEMINI 37.5%CHATGPT 43.8% | Claim |
| 10 | Pastel | 18.8% 9 mentions · avg pos 7.1 | — | GEMINI 62.5%CLAUDE 12.5%PERPLEXITY 18.8% | Claim |
| 11 | Ruttl | 18.8% 9 mentions · avg pos 7.4 | — | GEMINI 50%CHATGPT 12.5%CLAUDE 25%PERPLEXITY 6.3% | Claim |
| 12 | Frame.io frame.io | 18.8% 9 mentions · avg pos 11.1 | — | GEMINI 25%CHATGPT 25%CLAUDE 25%PERPLEXITY 6.3% | Claim |
| 13 | Loom loom.com | 16.7% 8 mentions · avg pos 9.6 | — | GEMINI 25%CHATGPT 31.3%PERPLEXITY 6.3% | Claim |
| 14 | Marker.io | 16.7% 8 mentions · avg pos 9.8 | — | GEMINI 37.5%CHATGPT 6.3%CLAUDE 12.5%PERPLEXITY 18.8% | Claim |
| 15 | Trello trello.com | 16.7% 8 mentions · avg pos 10.1 | — | GEMINI 12.5%CHATGPT 43.8% | Claim |
| 16 | Slack slack.com | 16.7% 8 mentions · avg pos 11 | — | GEMINI 12.5%CHATGPT 31.3%CLAUDE 12.5%PERPLEXITY 6.3% | Claim |
| 17 | Notion notion.so | 16.7% 8 mentions · avg pos 16.1 | — | CHATGPT 43.8%PERPLEXITY 6.3% | Claim |
| 18 | UserBack userback.io | 14.6% 7 mentions · avg pos 6.8 | — | GEMINI 37.5%CHATGPT 6.3%PERPLEXITY 18.8% | Claim |
| 19 | ProofHub | 14.6% 7 mentions · avg pos 6.8 | — | GEMINI 50%CLAUDE 25%PERPLEXITY 6.3% | Claim |
| 20 | ReviewStudio | 14.6% 7 mentions · avg pos 8.8 | — | GEMINI 62.5%PERPLEXITY 12.5% | Claim |
| 21 | Huddlekit huddlekit.com | 12.5% 6 mentions · avg pos 3.5 | — | CLAUDE 50%PERPLEXITY 12.5% | Claim |
| 22 | Google Docs google.com | 12.5% 6 mentions · avg pos 8.5 | — | CHATGPT 37.5% | Claim |
| 23 | zipBoard zipboard.co | 12.5% 6 mentions · avg pos 9.6 | — | GEMINI 50%PERPLEXITY 12.5% | Claim |
| 24 | Asana asana.com | 12.5% 6 mentions · avg pos 10.3 | — | GEMINI 12.5%CHATGPT 25%PERPLEXITY 6.3% | Claim |
| 25 | PageProof | 10.4% 5 mentions · avg pos 4 | — | GEMINI 37.5%CLAUDE 25% | Claim |
| 26 | Markup Hero markuphero.com | 10.4% 5 mentions · avg pos 4.3 | — | GEMINI 12.5%CHATGPT 6.3%CLAUDE 12.5%PERPLEXITY 12.5% | Claim |
| 27 | Dropbox Sign dropbox.com | 10.4% 5 mentions · avg pos 4.6 | — | CHATGPT 6.3%PERPLEXITY 25% | Claim |
| 28 | StreamWork streamwork.com | 10.4% 5 mentions · avg pos 5.5 | — | GEMINI 37.5%CHATGPT 6.3%CLAUDE 12.5% | Claim |
| 29 | UserTesting usertesting.com | 10.4% 5 mentions · avg pos 16 | — | CHATGPT 31.3% | Claim |
| 30 | Feedbucket feedbucket.app | 8.3% 4 mentions · avg pos 2 | — | CLAUDE 12.5%PERPLEXITY 18.8% | Claim |
| 31 | Atarim atarim.io | 8.3% 4 mentions · avg pos 3.5 | — | GEMINI 12.5%CLAUDE 12.5%PERPLEXITY 12.5% | Claim |
| 32 | Beep justbeepit.com | 8.3% 4 mentions · avg pos 9 | — | GEMINI 12.5%PERPLEXITY 18.8% | Claim |
| 33 | Zeplin | 8.3% 4 mentions · avg pos 12.3 | — | CHATGPT 25% | Claim |
| 34 | Moqups moqups.com | 6.3% 3 mentions · avg pos 4 | — | CLAUDE 12.5%PERPLEXITY 12.5% | Claim |
| 35 | FigJam | 6.3% 3 mentions · avg pos 5 | — | PERPLEXITY 18.8% | Claim |
| 36 | Typeform typeform.com | 6.3% 3 mentions · avg pos 5 | — | CHATGPT 18.8% | Claim |
| 37 | UXPin uxpin.com | 6.3% 3 mentions · avg pos 7.5 | — | GEMINI 12.5%PERPLEXITY 12.5% | Claim |
| 38 | Usersnap usersnap.com | 6.3% 3 mentions · avg pos 11 | — | GEMINI 12.5%CLAUDE 12.5%PERPLEXITY 6.3% | Claim |
| 39 | Canva Magic Studio canva.com | 6.3% 3 mentions · avg pos 11.3 | — | GEMINI 25%CLAUDE 12.5% | Claim |
| 40 | Lookback | 6.3% 3 mentions · avg pos 12.5 | — | CHATGPT 18.8% | Claim |
| 41 | Microsoft Dynamics 365 microsoft.com | 6.3% 3 mentions · avg pos 13.5 | — | GEMINI 12.5%CHATGPT 12.5% | Claim |
| 42 | UsabilityHub usabilityhub.com | 6.3% 3 mentions · avg pos 13.7 | — | CHATGPT 18.8% | Claim |
| 43 | Prevue | 4.2% 2 mentions · avg pos 2 | — | PERPLEXITY 12.5% | Claim |
| 44 | Balsamiq balsamiq.com | 4.2% 2 mentions · avg pos 4 | — | PERPLEXITY 12.5% | Claim |
| 45 | Annotate | 4.2% 2 mentions · avg pos 5 | — | CHATGPT 6.3%PERPLEXITY 6.3% | Claim |
| 46 | ManyRequests | 4.2% 2 mentions · avg pos 8 | — | GEMINI 12.5%CLAUDE 12.5% | Claim |
| 47 | Redpen | 4.2% 2 mentions · avg pos 8 | — | GEMINI 12.5%PERPLEXITY 6.3% | Claim |
| 48 | Snagit snagit.com | 4.2% 2 mentions · avg pos 9 | — | CHATGPT 12.5% | Claim |
| 49 | Marvel App marvelapp.com | 4.2% 2 mentions · avg pos 17.5 | — | CHATGPT 12.5% | Claim |
| 50 | Mural mural.co | 4.2% 2 mentions · avg pos 20 | — | GEMINI 12.5%CHATGPT 6.3% | Claim |
| 51 | CVAT | 4.2% 2 mentions | — | PERPLEXITY 12.5% | Claim |
| 52 | Encord encord.com | 4.2% 2 mentions | — | PERPLEXITY 12.5% | Claim |
| 53 | OverlayQA overlayqa.com | 4.2% 2 mentions | — | CHATGPT 12.5% | Claim |
| 54 | Linear | 2.1% 1 mentions · avg pos 2 | — | PERPLEXITY 6.3% | Claim |
| 55 | Notion AI notion.com | 2.1% 1 mentions · avg pos 2 | — | PERPLEXITY 6.3% | Claim |
| 56 | CADchat cadchat.com | 2.1% 1 mentions · avg pos 3 | — | PERPLEXITY 6.3% | Claim |
| 57 | Bounce | 2.1% 1 mentions · avg pos 4 | — | GEMINI 12.5% | Claim |
| 58 | ClickUp clickup.com | 2.1% 1 mentions · avg pos 4 | — | CLAUDE 12.5% | Claim |
| 59 | InVision Freehand | 2.1% 1 mentions · avg pos 4 | — | CHATGPT 6.3% | Claim |
| 60 | Nimbus Capture | 2.1% 1 mentions · avg pos 4 | — | PERPLEXITY 6.3% | Claim |
| 61 | Vidyard vidyard.com | 2.1% 1 mentions · avg pos 4 | — | CHATGPT 6.3% | Claim |
| 62 | Opsgenie atlassian.com | 2.1% 1 mentions · avg pos 5 | — | GEMINI 12.5% | Claim |
| 63 | Wipster | 2.1% 1 mentions · avg pos 5 | — | PERPLEXITY 6.3% | Claim |
| 64 | Ziteboard ziteboard.com | 2.1% 1 mentions · avg pos 5 | — | CHATGPT 6.3% | Claim |
| 65 | Zoom for Healthcare zoom.us | 2.1% 1 mentions · avg pos 5 | — | CHATGPT 6.3% | Claim |
| 66 | Sketch Cloud sketch.com | 2.1% 1 mentions · avg pos 6 | — | CHATGPT 6.3% | Claim |
| 67 | Webvizio webvizio.com | 2.1% 1 mentions · avg pos 6 | — | PERPLEXITY 6.3% | Claim |
| 68 | Wrike wrike.com | 2.1% 1 mentions · avg pos 6 | — | GEMINI 12.5% | Claim |
| 69 | Maze | 2.1% 1 mentions · avg pos 7 | — | PERPLEXITY 6.3% | Claim |
| 70 | Whimsical whimsical.com | 2.1% 1 mentions · avg pos 7 | — | PERPLEXITY 6.3% | Claim |
| 71 | Filecamp | 2.1% 1 mentions · avg pos 9 | — | GEMINI 12.5% | Claim |
| 72 | Feedback Fish | 2.1% 1 mentions · avg pos 10 | — | CHATGPT 6.3% | Claim |
| 73 | PDF Annotator | 2.1% 1 mentions · avg pos 10 | — | CHATGPT 6.3% | Claim |
| 74 | Fastio fast.io | 2.1% 1 mentions · avg pos 11 | — | GEMINI 12.5% | Claim |
| 75 | PDFescaper | 2.1% 1 mentions · avg pos 11 | — | CHATGPT 6.3% | Claim |
| 76 | Markup | 2.1% 1 mentions · avg pos 13 | — | CHATGPT 6.3% | Claim |
| 77 | Webflow webflow.com | 2.1% 1 mentions · avg pos 13 | — | CHATGPT 6.3% | Claim |
| 78 | Zoho zoho.com | 2.1% 1 mentions · avg pos 13 | — | GEMINI 12.5% | Claim |
| 79 | Picflow picflow.com | 2.1% 1 mentions · avg pos 15 | — | GEMINI 12.5% | Claim |
| 80 | Lucidchart lucidchart.com | 2.1% 1 mentions · avg pos 19 | — | CHATGPT 6.3% | Claim |
| 81 | Marker | 2.1% 1 mentions · avg pos 19 | — | CHATGPT 6.3% | Claim |
| 82 | Screenpeeker | 2.1% 1 mentions · avg pos 21 | — | CHATGPT 6.3% | Claim |
| 83 | Conceptboard conceptboard.com | 2.1% 1 mentions · avg pos 22 | — | CHATGPT 6.3% | Claim |
| 84 | FeedbackFruits feedbackfruits.com | 2.1% 1 mentions · avg pos 28 | — | CHATGPT 6.3% | Claim |
| 85 | Aligno aligno.io | 2.1% 1 mentions | — | CLAUDE 12.5% | Claim |
| 86 | Bloomfire bloomfire.com | 2.1% 1 mentions | — | PERPLEXITY 6.3% | Claim |
| 87 | Design Drop | 2.1% 1 mentions | — | CLAUDE 12.5% | Claim |
| 88 | Dropbox | 2.1% 1 mentions | — | CLAUDE 12.5% | Claim |
| 89 | Flyp flyp.space | 2.1% 1 mentions | — | PERPLEXITY 6.3% | Claim |
| 90 | GitHub Releases github.com | 2.1% 1 mentions | — | CHATGPT 6.3% | Claim |
| 91 | GoProof | 2.1% 1 mentions | — | CLAUDE 12.5% | Claim |
| 92 | Google Drive drive.google.com | 2.1% 1 mentions | — | CLAUDE 12.5% | Claim |
| 93 | Lyssna lyssna.com | 2.1% 1 mentions | — | CLAUDE 12.5% | Claim |
| 94 | Marvel | 2.1% 1 mentions | — | CHATGPT 6.3% | Claim |
| 95 | Pastel Pro | 2.1% 1 mentions | — | CLAUDE 12.5% | Claim |
| 96 | ProjectHuddle | 2.1% 1 mentions | — | CLAUDE 12.5% | Claim |
| 97 | Quire quire.io | 2.1% 1 mentions | — | PERPLEXITY 6.3% | Claim |
| 98 | The Crit thecrit.co | 2.1% 1 mentions | — | PERPLEXITY 6.3% | Claim |
| 99 | Vibe vibe.us | 2.1% 1 mentions | — | PERPLEXITY 6.3% | Claim |
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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