{"schema_version":"usta.excel-powerbi-cleanup-market-probe.v1","observed_at":"2026-08-09T18:40:00-07:00","marketplace":"Microsoft Marketplace (formerly AppSource)","query_intent":"Excel data cleanup, duplicate review, formatting normalization, and analyst workflow","comparables":[{"name":"AI Tools For Excel","publisher":"Everest Web Deals LLC","source_url":"https://marketplace.microsoft.com/en-us/product/WA200010364","rating_displayed":"5.0","ratings_count":2,"observed_wedge":"Preview-before-apply cleanup, duplicate review, formatting, error repair, and free plus Pro plans","retrieval":"Official Microsoft Marketplace page indexed in the fresh web result; direct command-line fetch returned HTTP 403","not_proven":"Paid users, revenue, retention, active installs, or suitability for a buyer workbook"},{"name":"Change Case","publisher":"Tyrant Ventures LLC","source_url":"https://marketplace.microsoft.com/en-us/product/office/WA103982217","rating_displayed":"1.9","ratings_count":16,"observed_wedge":"One-purpose case normalization; listing warns formulas can be overwritten by values","retrieval":"Official Microsoft Marketplace page indexed in the fresh web result; direct command-line fetch returned HTTP 403","not_proven":"Paid users, revenue, retention, active installs, or suitability for a buyer workbook"},{"name":"Ablebits Text Toolkit","publisher":"Ablebits.com","source_url":"https://marketplace.microsoft.com/en-us/product/WA200001792","rating_displayed":"4.6","ratings_count":12,"observed_wedge":"Text-cleanup toolkit distributed as an Excel add-in","retrieval":"Official Microsoft Marketplace page indexed in the fresh web result; direct command-line fetch returned HTTP 403","not_proven":"Paid users, revenue, retention, active installs, or suitability for a buyer workbook"}],"counts":{"direct_comparables":3,"ratings_displayed_total":30,"marketplace_direct_fetch_http_status":403,"official_policy_pages_fetched_http_200":4},"publisher_requirements":{"partner_center_account_required":true,"company_work_account_required_for_marketplace_enrollment":true,"publisher_agreement_acceptance_required":true,"marketplace_validation_and_certification_required":true,"office_addin_must_work_across_manifest_supported_platforms":true,"unexpected_document_changes_forbidden":true,"explicit_user_permission_required_before_external_actions":true,"proof_of_identity_and_compliant_privacy_policy_required":true,"marketplace_listing_fee_usd":0,"standard_transactable_store_service_fee_percent":3,"boundary":"The agreement is a contract and was not accepted. No Partner Center account, add-in, SaaS offer, certification submission, or Marketplace listing was created."},"official_sources":[{"name":"Publish your Office Add-in to Microsoft Marketplace","url":"https://learn.microsoft.com/en-us/office/dev/add-ins/publish/publish-office-add-ins-to-appsource","http_status":200,"sha256":"01f4d509f0955412024537eeacb2cf9231d7fb1958c73fbb385521df79eb5458","supports":"Partner Center, validation, approval, certification, and in-product Office distribution"},{"name":"Create a Microsoft Marketplace account in Partner Center","url":"https://learn.microsoft.com/en-us/partner-center/account-settings/create-account","http_status":200,"sha256":"e9d49ee82803d1d1801cd5d77115a17b256138193a6a79d5490a55108419a279","supports":"Company work account, verified company information, authority, and Publisher Agreement acceptance"},{"name":"Microsoft Marketplace publisher FAQ","url":"https://learn.microsoft.com/en-us/partner-center/marketplace-offers/marketplace-faq-publisher-guide","http_status":200,"sha256":"036ffa05f039350ca7c188a6dda960070659fd03cfd28fe0e73a3186c03ef7f7","supports":"No listing fee and a 3 percent standard service fee on transactable offers"},{"name":"Microsoft Marketplace certification policies","url":"https://learn.microsoft.com/en-us/legal/marketplace/certification-policies","http_status":200,"sha256":"50b7da8e2763cf0ec2654d131a72ca27c8d369924cbfab809644aae9e14f7bc7","supports":"Clear value, predictable behavior, no unexpected document change, and explicit permission boundaries"}],"interpretation":"Displayed ratings show that buyers encounter spreadsheet-cleanup utilities in Microsoft Marketplace. They do not establish demand, installs, paid users, revenue, retention, or conversion for this offer. The Stage-1 differentiator to test is a replayable per-sheet transform log with before-and-preview-after counts, source cell references, unresolved values, and zero silent writes."}