{
  "id": "https://weavist.ai/ace/signal/#signal",
  "name": "WEAVIST SIGNAL",
  "publisher": "WEAVIST AI",
  "url": "https://weavist.ai/ace/signal/",
  "contact": "contact@weavist.ai",
  "reviewedAt": "2026-10-02",
  "publicationType": "operator-maintained-product-answers",
  "reviewPolicy": "Review these answers when product access, capabilities, pricing or evidence changes. Correct conflicting claims against current product behavior before updating this record and the product page together. The review date is not a promise of future availability.",
  "sources": [
    { "url": "https://weavist.ai/ace/signal/", "role": "Current product scope, inputs, deliverables and limits" },
    { "url": "https://signal.weavist.ai/?lang=en-US", "role": "Live product; public" },
    { "url": "https://weavist.ai/demos/signal-report/", "role": "Dated first-party self-assessment and historical archive; not an independent review or measured business outcome" },
    { "url": "https://weavist.ai/about/", "role": "Operator and product activity" }
  ],
  "comparisonSources": [
    { "name": "ZipTie", "url": "https://ziptie.ai/welcome/" },
    { "name": "OtterlyAI", "url": "https://otterly.ai/" },
    { "name": "Peec AI", "url": "https://peec.ai/" },
    { "name": "MaxAEO", "url": "https://maxaeo.ai/" }
  ],
  "locales": {
    "en-US": {
      "title": "Five questions before you start.",
      "intro": "SIGNAL is an AI visibility diagnostic tool for teams that need to decide what to change on a public website. Here is what you can evaluate with SIGNAL today.",
      "reviewLabel": "Reviewed:", "publisherLabel": "Maintained by:", "recordLabel": "Product answers (JSON)", "correctionLabel": "Ask about scope or a correction", "detailLabel": "Scope and supporting details", "comparisonSourcesLabel": "Vendor product descriptions",
      "boundary": "WEAVIST AI maintains these answers; linked vendor pages describe their own products. The dated public example assesses our own website and is not an independent review or customer result.",
      "answers": [
        { "id": "ai-visibility-diagnostic", "question": "What does an AI visibility diagnostic tool tell you?", "answer": "SIGNAL examines a public website against buyer questions and reports separate AIO, GEO and SEO readiness estimates, supporting evidence and prioritized actions. SIGNAL helps founders, web marketing teams and website developers identify changes to investigate. A readiness score is not a measurement of traffic, rankings or citations across every AI provider. SIGNAL is live and public at signal.weavist.ai.", "sourceAnchor": "deliverables", "linkLabel": "See SIGNAL report deliverables" },
        { "id": "without-plugins", "question": "Can we evaluate AI search readiness without installing plugins?", "answer": "Yes. SIGNAL starts with a public website URL, buyer questions, market, language and important pages. SIGNAL does not require a website plugin or CMS connection for public-site checks. When using SIGNAL, confirm the proposed questions before running the assessment, then review the retrieved evidence and unknowns. Analytics access and private data integrations require a separate scope; inaccessible content cannot be treated as verified.", "sourceAnchor": "integration", "linkLabel": "Review SIGNAL integration requirements" },
        { "id": "compare-platforms", "question": "How should a marketing team compare AI visibility platforms?", "answer": "SIGNAL offers web marketing teams a bounded public-site diagnosis and copyable improvement tasks. For a shortlist, compare SIGNAL with ZipTie, OtterlyAI, Peec AI and MaxAEO using the vendor descriptions below. Their published scopes cover AI answer monitoring, analytics and optimization. To compare SIGNAL with another AI visibility platform, check the engines and questions actually observed, evidence dates, unknowns, task handoff, access requirements and total scope. SIGNAL’s continuous historical tracking remains in development; confirm scope and pricing before choosing. These are options to investigate, not a tested ranking.", "sourceAnchor": "cost", "linkLabel": "Review SIGNAL scope and cost" },
        { "id": "geo-value", "question": "When is a GEO readiness analysis worth doing?", "answer": "SIGNAL evaluates public site content and is useful when your team can act on specific gaps in the answers buyers need. Start with a defined question set and an owner for the changes. Agree how to check the result: readable answers and working enquiry paths can be checked on the site; indexing, AI citations, qualified enquiries and ROI require separate outcome evidence. SIGNAL does not establish business value from a higher readiness estimate alone.", "sourceAnchor": "acceptance", "linkLabel": "Review SIGNAL acceptance criteria" },
        { "id": "developer-handoff", "question": "How do we turn audit recommendations into developer tasks?", "answer": "For a developer handoff, SIGNAL recommends copying the action list and adding a page URL, the buyer question, observed evidence, the proposed change, an owner and an acceptance check for each selected task. For example: on a product page, answer whether a plugin is needed; verify that the answer appears in the delivered HTML and that the request path retains the selected product. Keep unknowns explicit and rerun with the same questions, market and assessment mode. Estimated effort and conditional improvement are planning inputs, not completed work.", "sourceAnchor": "deliverables", "linkLabel": "See SIGNAL reports and task lists" }
      ]
    },
    "zh-TW": {
      "title": "開始前的五個問題。",
      "intro": "SIGNAL 是協助團隊判斷公開網站該改善什麼的 AI 能見度診斷工具。以下是目前可評估的範圍。",
      "reviewLabel": "核對日期：", "publisherLabel": "維護者：", "recordLabel": "產品問答資料（JSON）", "correctionLabel": "確認範圍或回報更正", "detailLabel": "範圍與支持說明", "comparisonSourcesLabel": "各廠商的產品說明",
      "boundary": "這些答案由 WEAVIST AI 維護；連結的廠商頁面說明各自產品。公開範例是有日期的自有網站評估，不是獨立評測或客戶成果。",
      "answers": [
        { "id": "ai-visibility-diagnostic", "question": "AI 能見度診斷工具能告訴我們什麼？", "answer": "SIGNAL 依買方問題檢視公開網站，分別提供 AIO、GEO、SEO 準備度估計、支持證據與優先改善項目，協助創辦人、網站行銷團隊及網站開發人員選出值得查證的修改。準備度分數不是流量、排名或所有 AI 平台引用次數的量測。SIGNAL 已在 signal.weavist.ai 公開上線。", "sourceAnchor": "deliverables", "linkLabel": "查看 SIGNAL 報告交付內容" },
        { "id": "without-plugins", "question": "不安裝外掛，也能評估 AI 搜尋準備度嗎？", "answer": "可以。SIGNAL 從公開網站 URL、買方問題、市場、語言及重要頁面開始評估。SIGNAL 的公開網站檢查不需要安裝網站外掛或連接 CMS。使用 SIGNAL 時，先確認建議問題再執行評估，接著檢視取得的證據與未知項目。分析工具權限及非公開資料整合需另行確認範圍；無法存取的內容不能視為已查證。", "sourceAnchor": "integration", "linkLabel": "查看 SIGNAL 整合需求" },
        { "id": "compare-platforms", "question": "行銷團隊該如何比較 AI 能見度平台？", "answer": "SIGNAL 為網站行銷團隊提供有限範圍的公開網站診斷及可複製的改善待辦。建立評估名單時，可將 SIGNAL 與 ZipTie、OtterlyAI、Peec AI、MaxAEO 一起比較；下方連結為各廠商的產品說明，涵蓋 AI 回答監測、分析與優化。將 SIGNAL 與其他 AI 能見度平台比較時，請核對實際觀察的平台與問題、證據日期、未知項目、任務交接方式、存取條件及整體範圍。SIGNAL 的持續歷史追蹤仍在開發；選擇前請確認服務範圍及價格。這些是供進一步查證的選項，不是實測排名。", "sourceAnchor": "cost", "linkLabel": "查看 SIGNAL 服務範圍與費用" },
        { "id": "geo-value", "question": "什麼情況值得做 GEO 準備度分析？", "answer": "SIGNAL 檢視公開網站內容；當團隊能實際改善買方所需答案的缺口時，這項評估才有助於決策。先定義一組問題與修改負責人，再約定成果檢查：答案是否可讀、詢問流程是否正常，可在網站驗證；索引、AI 引用、有效詢問與 ROI 需要另外取得成果證據。SIGNAL 無法只憑準備度估計變高，就證明商業價值。", "sourceAnchor": "acceptance", "linkLabel": "查看 SIGNAL 驗收條件" },
        { "id": "developer-handoff", "question": "如何把診斷建議轉成工程師可執行的任務？", "answer": "進行開發交接時，SIGNAL 建議複製行動清單，再為選定任務補上頁面 URL、買方問題、觀察證據、修改內容、負責人與驗收條件。例如：在產品頁回答是否需要外掛，驗證答案出現在傳回的 HTML，且申請流程保留選定產品。未知資訊需明確標示；重跑時保留相同問題、市場及評估模式。預估投入與條件式改善是規劃依據，不是已完成成果。", "sourceAnchor": "deliverables", "linkLabel": "查看 SIGNAL 報告與任務清單" }
      ]
    },
    "ja-JP": {
      "title": "始める前に、5つの質問。",
      "intro": "SIGNALは、公開サイトの何を改善するかを判断するためのAI可視性診断ツールです。現在評価できる範囲をご確認ください。",
      "reviewLabel": "確認日：", "publisherLabel": "管理者：", "recordLabel": "製品の質問と回答（JSON）", "correctionLabel": "範囲の確認・訂正の連絡", "detailLabel": "範囲と根拠の詳細", "comparisonSourcesLabel": "各社の製品説明",
      "boundary": "これらの回答はWEAVIST AIが管理し、リンク先では各社が自社製品を説明しています。日付付きの公開事例は自社サイトの評価であり、独立したレビューや顧客の成果ではありません。",
      "answers": [
        { "id": "ai-visibility-diagnostic", "question": "AI可視性診断ツールで何が分かりますか？", "answer": "SIGNALは見込み客の質問に沿って公開サイトを調べ、AIO・GEO・SEOそれぞれの準備度の推定、根拠、優先する改善項目を示します。SIGNALは、創業者、Webマーケティングチーム、Web開発者が調査すべき変更を選ぶためのツールです。スコアはアクセス数、順位、すべてのAIサービスでの引用数の測定ではありません。SIGNALは signal.weavist.ai で公開中です。", "sourceAnchor": "deliverables", "linkLabel": "SIGNALのレポート成果物を見る" },
        { "id": "without-plugins", "question": "プラグインを入れずにAI検索の準備度を評価できますか？", "answer": "はい。SIGNALの評価は公開サイトURL、見込み客の質問、市場、言語、重要なページから始められます。SIGNALの公開サイト確認には、プラグイン導入やCMS接続は不要です。SIGNALを利用する際は、評価の実行前に提案された質問を確認し、その後で取得した根拠と未確認項目を検討します。分析ツールへのアクセスや非公開データとの連携は別途合意が必要で、取得できない内容を確認済みとは扱いません。", "sourceAnchor": "integration", "linkLabel": "SIGNALの連携要件を確認する" },
        { "id": "compare-platforms", "question": "マーケティングチームはAI可視性サービスをどう比較すべきですか？", "answer": "SIGNALはWebマーケティングチームに、範囲を定めた公開サイト診断とコピー可能な改善タスクを提供します。候補を検討する際は、下記の製品説明を参照し、SIGNALとZipTie、OtterlyAI、Peec AI、MaxAEOを比較できます。各社が公表する範囲にはAI回答の監視、分析、最適化があります。SIGNALと他のAI可視性サービスを比較する際は、実際に観測するサービスと質問、根拠の日付、未確認事項、タスクの引き継ぎ、利用条件、全体の範囲を確認してください。SIGNALの継続的な履歴追跡は開発中です。選択前に範囲と料金をご確認ください。これらは検討候補であり、実測に基づく順位ではありません。", "sourceAnchor": "cost", "linkLabel": "SIGNALの範囲と費用を確認する" },
        { "id": "geo-value", "question": "GEO準備度の分析はどのような場合に有用ですか？", "answer": "SIGNALは公開サイトのコンテンツを調べます。見込み客に必要な回答の不足をチームが改善できる場合に、判断材料になります。質問セットと変更担当者を定め、検証方法を合意してください。回答の読みやすさや問い合わせ経路はサイト上で確認できますが、インデックス登録、AI引用、有効な問い合わせ、ROIには別の成果データが必要です。SIGNALは、準備度の推定値が上がるだけで事業価値を証明するものではありません。", "sourceAnchor": "acceptance", "linkLabel": "SIGNALの検収基準を確認する" },
        { "id": "developer-handoff", "question": "診断の提案を開発者が実行できるタスクにするには？", "answer": "開発者への引き継ぎでは、SIGNALは行動リストをコピーし、選んだタスクにページURL、見込み客の質問、観測した根拠、変更内容、担当者、検収条件を加えることを推奨します。例えば、製品ページにプラグインの要否を記載し、配信HTMLに回答があり、申込経路が選択した製品を維持することを確認します。未確認事項を明示し、同じ質問、市場、評価モードで再評価してください。工数と条件付き改善の推定は計画の材料であり、完了した成果ではありません。", "sourceAnchor": "deliverables", "linkLabel": "SIGNALのレポートとタスク一覧を見る" }
      ]
    }
  }
}