Product
Changelog
Last updated
Mentionwell ships Tuesdays and Thursdays. This page is the live record of every shipped change. The /docs/changelog page covers developer-surface changes only; this one covers the whole product.
AEO/GEO page consolidation + copy accuracy pass
- Collapsed the duplicate /geo-platform page into the canonical /aeo-platform and added a permanent 301 redirect. The /geo glossary entry stays live for GEO search capture.
- Added an /aeo-platform.md mirror so the canonical platform page has an LLM-readable twin.
- Tightened Auto Agent copy to reflect the quality gate: thin-research or low-confidence drafts are held for manual review rather than auto-published unattended.
- Corrected the MCP page — the account server runs Connect, manages brand context, probes sites, verifies webhooks, and imports existing posts (it does not generate articles).
- Fixed CLI command examples to use the real `mentionwell` binary and shipped commands.
AEO-first repositioning + new feature pages
- Marketing site led with AEO. /aeo-platform is the canonical platform page; /geo-platform 301-redirects to it and the /geo glossary entry stays for GEO search capture.
- Rewrote /features to surface every shipped capability: 10-engine AEO scanning, the Auto Agent, headless delivery, brand profiles, image pipeline, workspaces, cost console, indexing, import/export, MCP/CLI/PAT.
- Shipped per-CMS landing pages: /integrations/wordpress, /webflow, /ghost, /shopify, /notion.
- Shipped use-case pages: /use-cases (index), /agencies, /saas, /ecommerce, /local-services, /b2b.
- Shipped competitor comparisons: /compare, /vs/seobot, /profound, /byword, /athena, /surfer, /frase, /jasper, /writesonic, /manual-blog.
- Shipped trust cluster: /security (refreshed), /dpa (pre-signed), /subprocessors (full vendor list), /sla, /cookies, /.well-known/security.txt.
- Shipped /about, /changelog (marketing), /status.
- Shipped feature deep-dives: /features/aeo-scanning, /auto-agent, /pipeline, /headless-api, /images, /workspaces, /cost-console, /indexing, /import-export, /onboarding, /critic, /llms-txt.
- Shipped developer surface: /mcp, /cli, /api landing.
Connect MCP, CLI launch
- mentionwell-cli published — autodetect framework, write the revalidation route, sync env vars, verify the webhook end-to-end.
- mentionwell-mcp-docs published — drop into Claude/Cursor/ChatGPT for accurate Mentionwell docs answers, no auth.
- mentionwell-mcp-account published — PAT-authed MCP that lets agents list sites, run Connect, verify webhooks, import posts.
- Personal access tokens (mw_pat_…) live for headless-surface authentication.
GEO scan-to-draft platform GA
- Per-site GEO scans across ChatGPT, Claude, Perplexity, Gemini, AI Overviews, AI Mode, Grok, Exa, DeepSeek, Copilot.
- Citation extraction with claim-level evidence, fan-out queries, share of voice, sentiment.
- Optional Run + AEO mode injects scan context into the article writer per draft.
Public preview of Mentionwell
- Headless AEO blog engine — drop a domain, ship articles end-to-end.
- Onboarding job scans homepage, sitemap, robots.txt, and structured data; synthesizes a per-site brand profile, content taxonomy, and starter headlines.
- 11-stage pipeline: research → synthesize → outline → draft → reflection → rewrite → metadata → FAQ → embed → images → complete (+ delivery).
- Multi-model orchestration across frontier LLM providers — routed per stage.
- On-brand image generation at 4K, mirrored to Cloudflare R2.
- Public read-only JSON API at app.mentionwell.com/api/public/
/posts and . - Pull recipes for Next.js (App Router & Pages), React + Vite, Astro, Remix, SvelteKit, Nuxt, plain HTML.
- Push delivery via signed webhook (HMAC-SHA256), GitHub MDX commit, direct API, WordPress / Webflow / Ghost / Shopify / Notion.
- Reader SDK published as `mentionwell` on npm.
- Per-site RSS, JSON Feed, sitemap, and llms.txt generated automatically.
- AI-crawler allowlist (GPTBot, ClaudeBot, PerplexityBot, Google-Extended, etc.) out of the box.
- BlogPosting + FAQPage JSON-LD on every article; BreadcrumbList on listings.
- Operator dashboard for site config, brand profile, queue, per-article review.
- Marketing site rebuilt as static Astro at mentionwell.com with dedicated AEO/GEO/LLMO/SEO/AIO/SGE/AISO answer pages.
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