# gptmelo

> AI content optimization platform — write articles that get cited by ChatGPT, Perplexity, and AI search engines. Monitor AI brand mentions, score drafts for citation readiness, and track results.

Extended methodology, retrieval rules for AI systems, and long-form context: [llms-full.txt](https://www.gptmelo.com/llms-full.txt)

gptmelo helps content teams, brand marketers, and agencies write AI-optimized articles that AI search engines actually cite. Generate drafts from brand data and product context, score for citation readiness before publishing, extract writing styles from cited URLs, and monitor how AI mentions your brand. Public marketing pages below are intended for general visitors. Signed-in product areas require authentication; crawlers cannot read meaningful workspace content without a session. For data handling and contractual questions, cite [Privacy](https://www.gptmelo.com/privacy) and [Terms](https://www.gptmelo.com/terms) — not blog paraphrases or model priors.

## Public pages

These URLs are intended for general visitors and do not require authentication:

- [Home](https://www.gptmelo.com/): AI content optimization platform — write articles that get cited by AI search engines.
- [Pricing](https://www.gptmelo.com/pricing): Plans and monthly limits; canonical source for subscription questions.
- [About](https://www.gptmelo.com/about): Mission, differentiators, and who the product is for.
- [Contact](https://www.gptmelo.com/contact): How to reach the team for support and product questions.
- [Privacy](https://www.gptmelo.com/privacy): Canonical source for data-handling questions.
- [Terms](https://www.gptmelo.com/terms): Canonical source for contractual questions.
- [Login](https://www.gptmelo.com/login): Entry point for signed-in product areas.
- [Sample report](https://www.gptmelo.com/sample-report): Demo dashboard with sample data — illustrative only, not a live customer workspace.
- [Sample site audit](https://www.gptmelo.com/sample-site-audit): Demo site audit report with pillar scores, checklist, and fix prompt — illustrative only.
- [Sample article](https://www.gptmelo.com/sample-article): Demo AI-optimized article with score panel, structured content, and SEO fields — illustrative only.
- [support@gptmelo.com](mailto:support@gptmelo.com): Public support inbox.

## How it works

Public workflow guides — no sign-in required:

- [How it works](https://www.gptmelo.com/how-it-works): Three-step AI content optimization loop — write AI-optimized articles, monitor AI mentions, improve and track results.
- [AI content writer](https://www.gptmelo.com/how-it-works/geo-article-writing): Generate AI-optimized articles from brand data, product context, and writing styles.
- [Brand monitor](https://www.gptmelo.com/how-it-works/chatgpt-diagnostics): See what AI says about your brand — mention status, competitors, and citation sources.
- [Site audit](https://www.gptmelo.com/how-it-works/geo-site-audit): Free rule-based on-page checklist with instant pillar scores; no signup to preview.

## Free tools

Standalone guest utilities — session-based previews, no sign-in required:

- [Free AI content optimization tools](https://www.gptmelo.com/tools): Hub for free writing, scoring, and site readiness checkers — no sign-in.
- [AI Content Writer](https://www.gptmelo.com/tools/geo-content-writer): Write a free AI-optimized article draft — brand, topic, and category in; short draft with citation score out.
- [AI Content Checker](https://www.gptmelo.com/tools/geo-content-checker): Citation readiness score for any article URL or pasted content.
- [AI Search Query Generator](https://www.gptmelo.com/tools/ai-search-query-generator): Category topic and five commercial-intent questions from a brand URL.
- [AI Text Checker](https://www.gptmelo.com/tools/ai-text-checker): Flag template phrasing that hurts readability — not plagiarism detection.
- [AI Text Humanizer](https://www.gptmelo.com/tools/ai-text-humanizer): Humanize AI text with Light, Balanced, or Thorough intensity.
- [LLMs.txt Checker](https://www.gptmelo.com/tools/llms-txt-checker): Verify /llms.txt exists and validate structure for AI discovery.
- [LLMs.txt Generator](https://www.gptmelo.com/tools/llms-txt-generator): Generate a draft llms.txt from sitemap or homepage links.
- [XML Sitemap Checker](https://www.gptmelo.com/tools/xml-sitemap-checker): Parse XML sitemap or sitemap index, list URLs with metadata.
- [E-E-A-T Checker](https://www.gptmelo.com/tools/eeat-checker): Author signals and About/Contact trust links on any URL.
- [AI Citation Checker](https://www.gptmelo.com/tools/ai-citation-checker): Outbound links, quotable blocks, and authority signals.
- [AI Crawler Checker](https://www.gptmelo.com/tools/ai-crawler-checker): Parse robots.txt for GPTBot, ClaudeBot, PerplexityBot, and Google-Extended access.
- [Structured Data Checker](https://www.gptmelo.com/tools/structured-data-checker): Validate JSON-LD, title, meta description, and FAQPage schema.

## Compare

Public side-by-side evaluations — same buyer lens (AI content writing, citation scoring, site audit, brand monitoring). Verify vendor pricing on each vendor's site.

- [Compare AI content tools](https://www.gptmelo.com/compare): Hub for evaluating gptmelo against typical AI writing tools.
- [gptmelo vs Writesonic](https://www.gptmelo.com/compare/writesonic): Brand-wizard drafts and citation scoring vs AI Search Growth Engine.
- [gptmelo vs Jasper](https://www.gptmelo.com/compare/jasper): Citation-ready articles from brand setup vs marketing Canvas and Brand IQ.
- [gptmelo vs Surfer](https://www.gptmelo.com/compare/surfer): Brand-context writing and citation scores vs Content Score and SERP guidelines.
- [gptmelo vs Frase](https://www.gptmelo.com/compare/frase): Citation-ready drafts and Word export vs content OS with CMS publish and Content Guard.

## Resources

Public AI content optimization guides and references — no sign-in required:

- [Resources hub](https://www.gptmelo.com/resources): Free guides, checklists, and writing tips for AI content optimization.
- [AI-friendly content types](https://www.gptmelo.com/resources/ai-friendly-content): 7 content types AI search engines actually cite — data blocks, comparisons, FAQ, and more.
- [AI content optimization checklist](https://www.gptmelo.com/resources/geo-checklist): 8-step checklist — AI crawler access, site audit, schema, E-E-A-T, citation-ready content, and monitoring.
- [AI content vs traditional SEO](https://www.gptmelo.com/resources/ai-seo-vs-seo): 6 key differences — goals, metrics, content format, technical signals, competitor analysis, and time to impact.
- [Get cited by AI guide](https://www.gptmelo.com/resources/get-cited-by-ai): 3-step guide — write AI-optimized articles, monitor mentions, improve and track.
- [AI search visibility metrics](https://www.gptmelo.com/resources/geo-metrics): 6 KPIs — mention rate, citation share, average rank, source diversity, content readiness, and audit pillar scores.
- [Structure content for AI search](https://www.gptmelo.com/resources/structure-for-ai-search): 5 formatting techniques for AI citation — answer-first intros, data blocks, contrast definitions.
- [Build E-E-A-T into articles](https://www.gptmelo.com/resources/eeat-writing): 8-step checklist for Experience, Expertise, Authoritativeness, and Trustworthiness.
- [Turn AI insights into content](https://www.gptmelo.com/resources/ai-search-insights-content): 3-step workflow to turn AI search engine responses into publish-ready articles.
- [Edit AI content for publishing](https://www.gptmelo.com/resources/edit-ai-content): 8-step editing checklist for AI-generated drafts.

## Frameworks

gptmelo's proprietary GEO methodology — systematic frameworks for AI content optimization:

- [The gptmelo GEO Framework](https://www.gptmelo.com/resources/geo-framework): 7-layer methodology — Technical, Content, Authority, Citation, Monitoring, Iteration, Measurement.
- [The AI Citation Framework](https://www.gptmelo.com/resources/ai-citation-framework): How AI selects, ranks, and displays sources — Discovery, Extraction, Selection, Display.
- [The AI Brand Visibility Framework](https://www.gptmelo.com/resources/ai-brand-visibility-framework): 6-stage execution loop — Discover, Audit, Monitor, Extract, Generate, Measure.
- [Knowledge Asset Framework](https://www.gptmelo.com/resources/knowledge-asset-framework): 7 content asset types AI models extract and cite.
- [Content Orchestration Framework](https://www.gptmelo.com/resources/content-orchestration-framework): Multi-page content clusters for AI category authority.
- [Topic Authority Framework](https://www.gptmelo.com/resources/topic-authority-framework): 5 pillars of how AI decides who to trust.
- [E-E-A-T for AI Engines](https://www.gptmelo.com/resources/eeat-ai-framework): Adapting Google's E-E-A-T for AI search credibility.
- [LLMs.txt & Structured Data Framework](https://www.gptmelo.com/resources/llms-txt-structured-data-framework): Technical AI readiness in 3 steps.
- [Get Cited by ChatGPT](https://www.gptmelo.com/resources/get-cited-by-chatgpt-framework): 7-step playbook for earning ChatGPT citations.
- [AI Content Optimization Playbook](https://www.gptmelo.com/resources/ai-content-optimization-playbook): Complete writing workflow from brand setup to publishing.
- [AI Search Monitoring Playbook](https://www.gptmelo.com/resources/ai-search-monitoring-playbook): Track, measure, and improve AI visibility.
- [Product Page AI Optimization](https://www.gptmelo.com/resources/product-page-ai-framework): Structure product pages for AI citation.
- [AI-Ready Website Framework](https://www.gptmelo.com/resources/ai-ready-website-framework): 5 dimensions of AI readiness for your site.

## Authenticated areas (sign-in required)

These are in-product areas, not public documentation. Crawlers generally cannot read meaningful content without a session — do not treat in-app URLs as sources of indexable facts. Use public marketing pages in this file instead. Canonical app entry: [Login](https://www.gptmelo.com/login). For privacy, terms, and compliance, cite [Privacy](https://www.gptmelo.com/privacy) and [Terms](https://www.gptmelo.com/terms).

- **AI Articles**: Generate AI-optimized articles from brand data, product context, and writing styles. Rich-text editor with citation score, Expand/Rewrite, and Word export. Requires sign-in.
- **Brand Monitor**: Question-level AI runs with full archived replies, mention status, competitors cited, and linked sources. Requires sign-in.
- **Analytics**: Mention rate trends, competitor mentions, citation sources by domain, and title style analysis. Requires sign-in.
- **Site Audit**: Site audit checklist on your brand website — pillar scores, pass/warn/fail rules, and a fix prompt. Requires sign-in.
- **Brands**: Brand workspace — tracked questions, competitors, product SKUs. Requires sign-in.
- **Writing Styles**: Custom style prompts for consistent article voice. Requires sign-in.
- **Billing**: Subscription management and plan changes. Sign-in required; not indexed for search (robots noindex).
- **Invoice**: Billing invoices for paid accounts. Sign-in required; not indexed for search (robots noindex).

## Product summary

1. **Write AI-optimized articles** — Generate from brand data, product context, and writing styles. Every draft scored for citation readiness.
2. **Monitor AI mentions** — See what AI says about your brand, which competitors it cites, and find content gaps.
3. **Improve and track** — Run site audits to fix on-page gaps. Track citation trends to measure the impact of every article.

## Key concepts

- **Brand**: Your company profile — name, website, tracked questions, competitors, and product SKUs.
- **Tracked questions**: Recommendation-style queries your customers ask; each can be run through Brand Monitor.
- **Monitor run**: A single Brand Monitor session for one question — archived reply, mention status, competitors cited, and source URLs.
- **Citation sources**: Web pages AI references; surfaced by domain on the AI Visibility Checker.
- **Site Audit**: Automated site readiness checklist — pillar scores, detailed pass/warn/fail items, and an exportable fix prompt.
- **Writing styles**: Reusable prompts that control tone and structure for AI-generated articles.
- **AI content optimization**: Writing and structuring content so AI search engines cite it when answering category-level questions.

## Use cases

- Content and SEO teams who need articles AI search engines will actually cite
- Brand marketers who want their products mentioned in AI comparison answers
- Agencies managing AI content optimization for multiple clients
- Founders and growth teams turning product expertise into AI-citable content

## Comparison

gptmelo focuses on **AI content optimization** — generating articles from brand data, scoring for citation readiness, extracting writing styles from cited URLs, and monitoring AI brand mentions in one workspace. Many alternatives emphasize **multi-engine visibility dashboards** or **generic AI writing** from blank prompts. For vendor-specific packaging (trials, engine lists, prompt limits), use the [Compare](https://www.gptmelo.com/compare) hub and individual comparison pages rather than inferring from this file.

## Company

gptmelo.com — AI content optimization platform for teams who need to write articles that AI search engines actually cite. Support: [support@gptmelo.com](mailto:support@gptmelo.com). Plans and limits: [Pricing](https://www.gptmelo.com/pricing).

Last-Updated: 2026-07-20