What's new

AI Visibility, ACO depth, and gap diagnosis

CommerceSpy expands beyond competitor analysis with AI Visibility scoring, deeper ACO Readiness, and an evidence-led explanation of why scores diverge across pillars.

• AI Visibility scoring across ChatGPT and Gemini, with per-prompt coverage and ranking
• Visibility gap diagnosis explaining mismatches between AI Visibility, GEO, and ACO
• Low-confidence flagging when site inspection fails so empty fetches no longer score as zero
• GEO and ACO data-quality warnings surfaced in the Executive Summary and ACO tab
• Executive Summary layout: GEO and ACO readiness dials moved above their narrative text
• Refreshed /overview page reflecting the AI-era platform (CI + GEO + AI Visibility + ACO)
• Admin: manage per-user report limits and plan status; payment options under consideration
• BuiltWith ACO proof-of-concept page with example report thumbnails
• Stricter authorization on admin server functions and route gates

Pre-launch hardening and UX polish

A focused pass to get CommerceSpy ready for public launch — Executive Summary redesign, more resilient report access, clearer error messages, better social previews, and a few quality-of-life improvements.

• Redesigned the Executive Summary as a true dashboard overview — clickable cards, score indicators for GEO and ACO, merged Products and Pricing, prominent AI Visibility, and a selected-pages badge.
• Section navigation menu now appears directly above the Executive Summary on the Overview tab.
• More resilient report access — fixed transient "Report not found" errors during ACO, GEO, run, retry, and cancel actions.
• Friendlier error messages across the app for expired sessions, missing reports, and permission issues.
• Branded, evergreen CommerceSpy social preview image for links shared on Twitter, LinkedIn, and Slack.
• Discovery stays available when your monthly report quota is exhausted — explore competitor pages anytime (capped at 10 pages until you have quota again).
• /updates is now indexed and shows up in the sitemap; auth and password-reset pages are kept out of search results.
• Tighter TypeScript types in the admin layer and a launch smoke-test checklist for the team.

AI Commerce Optimization (ACO) Readiness

New report section that measures how prepared a company is for AI-driven buying journeys, agentic commerce, and machine-driven product discovery — plus a few report layout refinements.

• New ACO Readiness report section between GEO Readiness and AI Visibility, with an overall 0–100 ACO score and Poor → Leading classification.
• Category breakdown covering product discoverability, machine readability, content readiness, API integration, AI integration signals, and agentic commerce signals.
• Clickable evidence links per category sourced from the competitor's homepage, sitemap, robots, llms.txt, OpenAPI, MCP, agents.json, and AI plugin manifests.
• Top 5 prioritised actions to improve ACO, ranked by impact and implementation effort.
• In-app explainer spelling out what AI Commerce Optimization (ACO) means.
• Pricing intelligence moved to the bottom of the Products section for a cleaner product-first read.

Competitive intelligence improvements

Major improvements to competitive intelligence reporting and administration.

• Added AI Visibility reporting
• Added GEO Readiness analysis
• Added Function Suggestions
• Added Admin User Management
• Added Video Walkthrough on Overview Page